diff --git a/data/source_assets/multi_hazard/deforestation/000024/rasters/radd_alerts__event_binary.tif b/data/source_assets/multi_hazard/deforestation/000024/rasters/radd_alerts__event_binary.tif new file mode 100644 index 0000000000000000000000000000000000000000..19a8373e238bdc06eab4349e6243e35877593c82 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000024/rasters/radd_alerts__event_binary.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__post.json b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__post.json new file mode 100644 index 0000000000000000000000000000000000000000..b75796775ad1ac4312e7f21fe4d6a11da4b6ef7e --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__post.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2022-06-01", + "2022-09-30" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:19Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__post.tif", + "handle": "s2_ndvi__post", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "884d5ea2eb388e01ef903f9b7c77d11424f4a92af0d57728f3a3f98efd1d6cad", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__post.tif b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__post.tif new file mode 100644 index 0000000000000000000000000000000000000000..b4468d219fcdd162d9759dc2702a8445944c0260 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__post.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__pre.json b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..c14e6dbf2a6e4e484d2f508e0e3457ba40c6bae4 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__pre.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2021-12-03", + "2022-06-01" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__pre.tif", + "handle": "s2_ndvi__pre", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "9bad14e167475e6ee26edc5dcd518a9b1b092dc823e3e9c513bc017ed5d93646", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__pre.tif b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..115aed29003c54810af4952da2621c2ea171965f Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000024/rasters/s2_ndvi__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.json b/data/source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..e136c6336eac8b62514b5c0843a62ec1440743d9 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.json @@ -0,0 +1,46 @@ +{ + "bands": [ + "Dec2021", + "Dec2022" + ], + "citation_url": "https://forobs.jrc.ec.europa.eu/TMF/data", + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445, + 0.0, + 0.0, + 1.0 + ] + }, + "event_year": 2022, + "formula": "Dec2022 == deforested(3) and Dec2021 != deforested(3)", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "maximum": 1.0, + "minimum": 0.0, + "modality": "annual_forest_loss_mask", + "provider": "European Commission Joint Research Centre", + "scale_m": 30, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "5bc366c41d72d08f0b2c2fbc758e680c29eeb3d8cd7619541c3cb0e4646ef91d", + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary", + "upstream_identifier": "projects/JRC/TMF/v1_2023/AnnualChanges", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..ac9065a1ea3207a40e071100e79e162804be6a43 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000024/tabular/worldpop.json b/data/source_assets/multi_hazard/deforestation/000024/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..3e5df691efad0d4391e9344d2de8eecd3a7d24fa --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 0.4358906149864197, + "minimum": 0.03688063845038414, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "bb12d995eccaf57c28df449ede595a3eee9ef7b84016b40ad76dc65455fb2f13", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/deforestation/000024/tabular/worldpop.tif b/data/source_assets/multi_hazard/deforestation/000024/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..830dc7e4d3851232253d015de6664aae0833cd46 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000024/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000024/trajectories/A.json b/data/source_assets/multi_hazard/deforestation/000024/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..3cc2c33a80194b6c94b48ff35fc1d309d2dfb7a2 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/trajectories/A.json @@ -0,0 +1,211 @@ +{ + "aoi_id": "deforestation__000024", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000024", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000024", + "handles": [ + "hansen_loss__event" + ], + "metric": "area_agreement" + }, + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000024", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + } + }, + "median_area_ha": 321.146, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 321.146, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "units": "ha", + "value": 321.146 + }, + "aoi_id": "deforestation__000024", + "evidence": { + "primary_area_ha": 321.146, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "units": "ha", + "value": 321.146 + }, + "evidence": { + "primary_area_ha": 321.146, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000024__A", + "final": { + "answer": { + "units": "ha", + "value": 321.146 + }, + "evidence": { + "primary_area_ha": 321.146, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000024", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + } + }, + "median_area_ha": 321.146, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 321.146, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "step": 2, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000024/trajectories/B.json b/data/source_assets/multi_hazard/deforestation/000024/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..c50b62075531ad807c29d2714c457c9da9debf31 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/trajectories/B.json @@ -0,0 +1,266 @@ +{ + "aoi_id": "deforestation__000024", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000024", + "handle": "ndvi_change" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000024", + "by_class": "@NDVI_change", + "handle": "ndvi_change", + "mask_layer": "hansen_loss__event" + }, + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000024", + "by_class": { + "major": { + "area_ha": 26.923, + "mean_value": 0.369282, + "pixel_count": 14 + }, + "minor": { + "area_ha": 57.691, + "mean_value": 0.212887, + "pixel_count": 30 + }, + "none": { + "area_ha": 230.764, + "mean_value": -0.031556, + "pixel_count": 120 + }, + "severe": { + "area_ha": 5.769, + "mean_value": 0.563176, + "pixel_count": 3 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 167, + "max": 0.581566, + "mean": 0.056643, + "median": 0.02418, + "min": -0.270042, + "modality": "s2_ndvi_change", + "n_valid_pixels": 167, + "nan_pct": 98.980713, + "percentiles": { + "p05": -0.169583, + "p50": 0.02418, + "p95": 0.369474 + }, + "pixel_area_m2": 19230.246, + "std": 0.171881, + "units": "index" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "none", + "dominant_fraction": 0.718563 + }, + "aoi_id": "deforestation__000024", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 26.923, + "mean_value": 0.369282, + "pixel_count": 14 + }, + "minor": { + "area_ha": 57.691, + "mean_value": 0.212887, + "pixel_count": 30 + }, + "none": { + "area_ha": 230.764, + "mean_value": -0.031556, + "pixel_count": 120 + }, + "severe": { + "area_ha": 5.769, + "mean_value": 0.563176, + "pixel_count": 3 + } + }, + "dominant_class": "none", + "mask_pixel_count": 167 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "none", + "dominant_fraction": 0.718563 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 26.923, + "mean_value": 0.369282, + "pixel_count": 14 + }, + "minor": { + "area_ha": 57.691, + "mean_value": 0.212887, + "pixel_count": 30 + }, + "none": { + "area_ha": 230.764, + "mean_value": -0.031556, + "pixel_count": 120 + }, + "severe": { + "area_ha": 5.769, + "mean_value": 0.563176, + "pixel_count": 3 + } + }, + "dominant_class": "none", + "mask_pixel_count": 167 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000024__B", + "final": { + "answer": { + "class": "none", + "dominant_fraction": 0.718563 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 26.923, + "mean_value": 0.369282, + "pixel_count": 14 + }, + "minor": { + "area_ha": 57.691, + "mean_value": 0.212887, + "pixel_count": 30 + }, + "none": { + "area_ha": 230.764, + "mean_value": -0.031556, + "pixel_count": 120 + }, + "severe": { + "area_ha": 5.769, + "mean_value": 0.563176, + "pixel_count": 3 + } + }, + "dominant_class": "none", + "mask_pixel_count": 167 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000024", + "by_class": { + "major": { + "area_ha": 26.923, + "mean_value": 0.369282, + "pixel_count": 14 + }, + "minor": { + "area_ha": 57.691, + "mean_value": 0.212887, + "pixel_count": 30 + }, + "none": { + "area_ha": 230.764, + "mean_value": -0.031556, + "pixel_count": 120 + }, + "severe": { + "area_ha": 5.769, + "mean_value": 0.563176, + "pixel_count": 3 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 167, + "max": 0.581566, + "mean": 0.056643, + "median": 0.02418, + "min": -0.270042, + "modality": "s2_ndvi_change", + "n_valid_pixels": 167, + "nan_pct": 98.980713, + "percentiles": { + "p05": -0.169583, + "p50": 0.02418, + "p95": 0.369474 + }, + "pixel_area_m2": 19230.246, + "std": 0.171881, + "units": "index" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000024/trajectories/C.json b/data/source_assets/multi_hazard/deforestation/000024/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..d96251e2d076fe2fe0dde51fed026bc9faefa742 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/trajectories/C.json @@ -0,0 +1,536 @@ +{ + "aoi_id": "deforestation__000024", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000024", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000024", + "handle": "tmf_loss__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000024", + "handle": "radd_alerts__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000024", + "handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "maximum_median_pct_delta": 25.0, + "metric": "area_agreement" + }, + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000024", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + } + }, + "median_area_ha": 101.921, + "median_correlation": null, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": -0.000121, + "hansen_loss__tmf_loss": 0.132101, + "tmf_loss__radd_alerts": -0.00012 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": -0.000793, + "hansen_loss__tmf_loss": 0.154737, + "tmf_loss__radd_alerts": -0.000445 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.073171, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 197.619, + "hansen_loss__tmf_loss": 103.636, + "tmf_loss__radd_alerts": 192.593 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.989746, + "hansen_loss__tmf_loss": 0.988403, + "tmf_loss__radd_alerts": 0.996704 + }, + "per_source": { + "hansen_loss": { + "area_ha": 321.146, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 1.923, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 101.921, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 101.921, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "aoi_id": "deforestation__000024", + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 101.921, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": -0.000121, + "hansen_loss__tmf_loss": 0.132101, + "tmf_loss__radd_alerts": -0.00012 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.073171, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.989746, + "hansen_loss__tmf_loss": 0.988403, + "tmf_loss__radd_alerts": 0.996704 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 101.921, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 101.921, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": -0.000121, + "hansen_loss__tmf_loss": 0.132101, + "tmf_loss__radd_alerts": -0.00012 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.073171, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.989746, + "hansen_loss__tmf_loss": 0.988403, + "tmf_loss__radd_alerts": 0.996704 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000024__C", + "final": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 101.921, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 101.921, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": -0.000121, + "hansen_loss__tmf_loss": 0.132101, + "tmf_loss__radd_alerts": -0.00012 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.073171, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.989746, + "hansen_loss__tmf_loss": 0.988403, + "tmf_loss__radd_alerts": 0.996704 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000024", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 117.1206888911359, + 0.0, + -0.0012500000000000002, + 1.0482651620595445 + ] + } + }, + "median_area_ha": 101.921, + "median_correlation": null, + "median_pct_delta": 192.593, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": -0.000121, + "hansen_loss__tmf_loss": 0.132101, + "tmf_loss__radd_alerts": -0.00012 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": -0.000793, + "hansen_loss__tmf_loss": 0.154737, + "tmf_loss__radd_alerts": -0.000445 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.073171, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 197.619, + "hansen_loss__tmf_loss": 103.636, + "tmf_loss__radd_alerts": 192.593 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.989746, + "hansen_loss__tmf_loss": 0.988403, + "tmf_loss__radd_alerts": 0.996704 + }, + "per_source": { + "hansen_loss": { + "area_ha": 321.146, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 1.923, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 101.921, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "hansen_loss" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000024/trajectories/D.json b/data/source_assets/multi_hazard/deforestation/000024/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..171bfe4cbab748a0379e29325d8b3cf81e251c1f --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000024/trajectories/D.json @@ -0,0 +1,194 @@ +{ + "aoi_id": "deforestation__000024", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000024", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000024", + "asset_types": [ + "highways" + ], + "buffer_m": 5000, + "footprint_handle": "hansen_loss__event" + }, + "output": { + "aoi_id": "deforestation__000024", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 35, + "in_footprint": 0, + "nearest": { + "distance_m": 2098.281, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 321.146, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 945.708, + "population_within_footprint": 16.408 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 2098.281 + }, + "aoi_id": "deforestation__000024", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 35, + "in_footprint": 0, + "nearest": { + "distance_m": 2098.281, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 321.146, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 16.408 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 2098.281 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 35, + "in_footprint": 0, + "nearest": { + "distance_m": 2098.281, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 321.146, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 16.408 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000024__D", + "final": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 2098.281 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 35, + "in_footprint": 0, + "nearest": { + "distance_m": 2098.281, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 321.146, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 16.408 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000024", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000024/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "deforestation__000024", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 35, + "in_footprint": 0, + "nearest": { + "distance_m": 2098.281, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 321.146, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 945.708, + "population_within_footprint": 16.408 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/aoi.geojson b/data/source_assets/multi_hazard/deforestation/000025/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..180f0bcba303cc5d7ab19ddfc595d841ff0de2fa --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -52.19112191108204, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.4672395961109914 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/available_handles.json b/data/source_assets/multi_hazard/deforestation/000025/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..c2aab4c1e9c549c74f2c31ad238c829068fe0078 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/available_handles.json @@ -0,0 +1,26 @@ +{ + "baselines_available": [], + "domain": "deforestation", + "handles": [ + "forest_mask__pre", + "hansen_loss__event", + "ndvi_change", + "radd_alerts__event", + "radd_alerts__event_binary", + "s2_ndvi__post", + "s2_ndvi__pre", + "tmf_loss__event" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "deforestation__000025", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/gt/A.json b/data/source_assets/multi_hazard/deforestation/000025/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..aa42cb9fe8f79b5975831f1b37c2b14dda5c05a1 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/gt/A.json @@ -0,0 +1,23 @@ +{ + "answer": { + "units": "ha", + "value": 558.723 + }, + "case_id": "deforestation__000025__A", + "evidence": { + "primary_area_ha": 558.723, + "primary_handle": "hansen_loss__event" + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/gt/B.json b/data/source_assets/multi_hazard/deforestation/000025/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..3b3276e57da8083b3bb80f39ba3369c0c1c40dbe --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/gt/B.json @@ -0,0 +1,46 @@ +{ + "answer": { + "class": "none", + "dominant_fraction": 0.948454 + }, + "case_id": "deforestation__000025__B", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 1.92, + "mean_value": 0.301601, + "pixel_count": 1 + }, + "minor": { + "area_ha": 26.881, + "mean_value": 0.219643, + "pixel_count": 14 + }, + "none": { + "area_ha": 529.922, + "mean_value": -0.21827, + "pixel_count": 276 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 291 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/gt/C.json b/data/source_assets/multi_hazard/deforestation/000025/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..82cb1eebf29ca9577c8e0c75db10e8bf3b7dd16b --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/gt/C.json @@ -0,0 +1,47 @@ +{ + "answer": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "case_id": "deforestation__000025__C", + "evidence": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.243632, + "hansen_loss__tmf_loss": 0.277124, + "tmf_loss__radd_alerts": 0.226737 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.150336, + "hansen_loss__tmf_loss": 0.167095, + "tmf_loss__radd_alerts": 0.135514 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.961365, + "hansen_loss__tmf_loss": 0.980225, + "tmf_loss__radd_alerts": 0.966125 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/gt/D.json b/data/source_assets/multi_hazard/deforestation/000025/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..65af86af85c30f5a9c99db081fc5f93668ddd273 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/gt/D.json @@ -0,0 +1,37 @@ +{ + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 15.444 + }, + "case_id": "deforestation__000025__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 79, + "in_footprint": 2, + "nearest": { + "distance_m": 15.444, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 558.723, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 5.969 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/metadata.json b/data/source_assets/multi_hazard/deforestation/000025/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..edcbc93a2b703257f40e67f838063ba3fb81f5d2 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "deforestation__sample_000025", + "built_at": "2026-05-17T04:46:08Z", + "candidate_index": 25, + "domain": "deforestation", + "domain_label": "Deforestation", + "end_date": "2022-09-30", + "event_name": "Para clearing AOI 25", + "geometry": { + "coordinates": [ + [ + [ + -52.19112191108204, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.4672395961109914 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000025", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2022-06-01", + "target_date": "2022", + "window_label": "2022" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/osm/pois.geojson b/data/source_assets/multi_hazard/deforestation/000025/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..13b5dec2bf445307dcefc86ea62b815939a446a2 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/osm/pois.geojson @@ -0,0 +1,1445 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -52.1140003, + -3.4323353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 322505080, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0976667, + -3.4107216 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 322505081, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0975568, + -3.4107535 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 322505082, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0881003, + -3.3403793 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 322505083, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0494659, + -3.4080382 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 331835802, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0648418, + -3.418785 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Transassurini", + "osm_id": 331835804, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0582311, + -3.4114955 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 331835806, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0543926, + -3.4449185 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 331835807, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0638705, + -3.4176949 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 331835808, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0639059, + -3.4174107 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 331835809, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1120284, + -3.5051534 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 501723113, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0859969, + -3.4634288 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 501723114, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1476471, + -3.4189028 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 501723115, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1830497, + -3.4438301 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Highways OSM", + "osm_id": 501723116, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1791764, + -3.4901279 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Highways OSM", + "osm_id": 501723117, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1075598, + -3.4115665 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 501728782, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1359135, + -3.3871823 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 501728787, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -51.1140604, + -5.6075354 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 633079081, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0549125, + -3.379762 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 655115975, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0960646, + -3.4081342 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 655115976, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.085286, + -3.411954 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Transassurini", + "osm_id": 718497852, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1525736, + -3.3665134 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 719046520, + "osm_type": "way", + "row": 47 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1718927, + -3.3912668 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 719046521, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1055473, + -3.3965772 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Transassurini", + "osm_id": 749208771, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1144053, + -3.3875766 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Transassurini", + "osm_id": 749208772, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0965682, + -3.4055502 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Transassurini", + "osm_id": 749208773, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0950302, + -3.4066104 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Transassurini", + "osm_id": 749208774, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.093492, + -3.407687 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Transassurini", + "osm_id": 749208775, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.089135, + -3.4119755 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 749208776, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0714068, + -3.4151745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Transassurini", + "osm_id": 749208777, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.077079, + -3.4161924 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Transassurini", + "osm_id": 749208778, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0657472, + -3.4160685 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Transassurini", + "osm_id": 749208779, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0640045, + -3.4215181 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Transassurini", + "osm_id": 749208780, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0525077, + -3.4581916 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Transassurini", + "osm_id": 749208781, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0922974, + -3.4127008 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 749235597, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0958252, + -3.4119801 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 749235598, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.09012, + -3.4144499 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 749235599, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0925433, + -3.4115499 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 749235600, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.091733, + -3.4106407 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 749235601, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0915937, + -3.4102427 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 749235602, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0911931, + -3.4100407 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 749235603, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0884952, + -3.4120937 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 749235604, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0912031, + -3.4122856 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 749235605, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0931439, + -3.4128548 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 749235606, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0923447, + -3.4135558 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 749235607, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.092853, + -3.4128272 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 749235608, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0701007, + -3.3875272 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 749235610, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.094544, + -3.4055981 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 749235611, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0965798, + -3.4051125 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 749235612, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1108155, + -3.4120035 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 749235616, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1237075, + -3.4045236 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 749235617, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1090811, + -3.3709742 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 749235620, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.090927, + -3.3592278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 749235621, + "osm_type": "way", + "row": 41 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0996452, + -3.3680089 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 749235622, + "osm_type": "way", + "row": 48 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0932464, + -3.3619681 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 749235623, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0964057, + -3.4047106 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 749235628, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0930427, + -3.3934586 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 749235629, + "osm_type": "way", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1208735, + -3.3748167 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 749237853, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.128161, + -3.3167435 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Transassurini", + "osm_id": 749237862, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.138878, + -3.4331092 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 760102791, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1251193, + -3.3607448 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Transassurini", + "osm_id": 798821981, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1197114, + -3.3741595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Transassurini", + "osm_id": 798821982, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1134339, + -3.3339354 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 798821983, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1132313, + -3.3342441 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 798821984, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1132636, + -3.3342228 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 798821985, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1617132, + -3.3302292 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 798821991, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1251569, + -3.3186947 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 798821992, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1374402, + -3.3199323 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 798821993, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.150911, + -3.3232412 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 798821994, + "osm_type": "way", + "row": 13 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1508281, + -3.3231842 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 798821995, + "osm_type": "way", + "row": 13 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1508686, + -3.323212 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 798821996, + "osm_type": "way", + "row": 13 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1619108, + -3.3662668 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 798882487, + "osm_type": "way", + "row": 47 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1765987, + -3.3749082 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 798882492, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0441676, + -3.4152499 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 799253026, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0033913, + -3.4395172 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 799253027, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.0907548, + -3.4764094 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 833654607, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1028053, + -3.4717399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 833654620, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1447162, + -3.3040781 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 835583090, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.163418, + -3.3600805 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 1250065073, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.1278635, + -3.3607566 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 1250065074, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/deforestation/000025/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..766d15a01bde332fe95743092b49dcc0729de893 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f872cb7962da59d4369dd206b30e8ec871e99785450dd8d97c004df30a4761f +size 46069 diff --git a/data/source_assets/multi_hazard/deforestation/000025/panels/exposure_overlay.png b/data/source_assets/multi_hazard/deforestation/000025/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..5b94b744c5a973b9a8983d73bb54795d8dcb2a31 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:851cafb2c472dd04aa85cf4dec2d486cf626201d8b8ef0a499a05f723a86183d +size 68291 diff --git a/data/source_assets/multi_hazard/deforestation/000025/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/deforestation/000025/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..82a8b00577957b252324592f3254a17cc2d3464f --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff33895d1c306332b9c7e69fa316e5ac1a0290322f2ec373eac6d981cd027a81 +size 176492 diff --git a/data/source_assets/multi_hazard/deforestation/000025/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/deforestation/000025/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..9de0751155068939cc2bd5e090ca60c941dda2b3 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80437b4ca4118827a895008f30472ac38cddb037f0c03718cf83aad53d99ba4e +size 362726 diff --git a/data/source_assets/multi_hazard/deforestation/000025/quality_report.json b/data/source_assets/multi_hazard/deforestation/000025/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..ff8a88c1c4287583ebb7c0dcf3e3c5bdf65f8207 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/quality_report.json @@ -0,0 +1,20 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:24Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "deforestation", + "gapfilled_layers": [ + "hansen_loss__event" + ], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:04Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 25.726318359375, + "sample_id": "sample_000025", + "scene_coverage_min": 1.0, + "source_count": 6, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/questions/A.json b/data/source_assets/multi_hazard/deforestation/000025/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..253dd86ad6cebec6f28d982b92d0fa579819c5d4 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/questions/A.json @@ -0,0 +1,41 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "deforestation__000025__A", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "units": "string", + "value": "float" + }, + "evidence": { + "primary_area_ha": "float", + "primary_handle": "string" + }, + "status": "string" + }, + "family": "A", + "question_text": "Using the declared binary Hansen Global Forest Change event mask, compute the AOI area whose loss year equals 2022. Treat finite value 1 as 2022 loss and 0 as valid no-2022-loss, exclude declared nodata, sum grid-aware WGS84 ellipsoidal cell areas, and report hectares rounded to three decimals.", + "sample_id": "deforestation__000025", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "measurement_contract": { + "version": "hansen_2022_binary_grid_area_v1", + "source_handle": "hansen_loss__event", + "source_product": "UMD Hansen Global Forest Change 2025 v1.13 loss-year band", + "event_year": 2022, + "mask_values": "finite binary 0=no 2022 loss, 1=loss year 2022", + "nodata_rule": "exclude declared nodata and non-finite pixels", + "area_rule": "WGS84 ellipsoidal cell area for geographic grids; affine determinant for projected grids", + "rounding": "three decimals in hectares" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/questions/B.json b/data/source_assets/multi_hazard/deforestation/000025/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..67cbc08651e5b2e407f590a7248297115850a2bd --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "hansen_loss__event", + "ndvi_change" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "deforestation__000025__B", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "analysis_scope": "string", + "by_class": { + "major": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "minor": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "none": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "severe": { + "area_ha": "float", + "mean_value": "null", + "pixel_count": "int" + } + }, + "dominant_class": "string", + "mask_pixel_count": "int" + }, + "status": "string" + }, + "family": "B", + "question_text": "Inside the declared binary Hansen 2022 loss footprint, classify every finite Sentinel-2 NDVI drop (pre minus post) using half-open bins: none [-10,0.15), minor [0.15,0.30), major [0.30,0.50), and severe [0.50,10). Return the pixel-count-dominant class and its fraction; break an exact tie by the stated class order.", + "sample_id": "deforestation__000025", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "hansen_masked_s2_ndvi_drop_v1", + "value_handle": "ndvi_change", + "value_formula": "Sentinel-2 NDVI pre minus post", + "mask_handle": "hansen_loss__event", + "analysis_population": "finite NDVI-change pixels where the finite Hansen mask equals 1", + "intervals": { + "none": [ + -10.0, + 0.15 + ], + "minor": [ + 0.15, + 0.3 + ], + "major": [ + 0.3, + 0.5 + ], + "severe": [ + 0.5, + 10.0 + ] + }, + "interval_boundary": "lower inclusive, upper exclusive", + "dominance": "largest pixel count", + "tie_break": "first class in none, minor, major, severe order", + "area_rule": "grid-aware area of class pixels" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/questions/C.json b/data/source_assets/multi_hazard/deforestation/000025/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..e467b6422d6d15d6fe0e0eb00df4121017831f85 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "deforestation__000025__C", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float", + "score_contract": "string", + "per_source_area_ha": { + "hansen_loss": "float", + "tmf_loss": "float", + "radd_alerts": "float" + }, + "pairwise_pct_delta": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_iou": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_state_agreement": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_categorical_kappa": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + } + } + }, + "family": "C", + "question_text": "Compare the declared Hansen 2022 loss mask, JRC TMF 2022 annual-loss mask, and RADD 2022-06-01 through 2022-09-30 alert mask (low or high confidence). Compute grid-aware source areas and symmetric pairwise differences |A-B|/((A+B)/2)*100, using 0 when both areas are zero. The sources agree when the median of the three differences is <=25.0%. Return the decision, bounded score max(0,100-median), all source areas, and pairwise percent/IoU/state-agreement/kappa evidence.", + "sample_id": "deforestation__000025", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "deforestation_area_agreement_v2", + "source_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "source_masks": { + "hansen_loss__event": "finite binary 1 where loss year equals 2022", + "tmf_loss__event": "finite binary 1 where Dec2022 is deforested and Dec2021 is not", + "radd_alerts__event": "0=no event-window alert, 1=low confidence, 2=high confidence; values >0 are alert" + }, + "area_rule": "grid-aware WGS84 ellipsoidal or projected affine-determinant cell areas", + "pairwise_delta_formula": "abs(A-B) / ((A+B)/2) * 100; 0 when A=B=0", + "aggregate": "median of three unrounded pairwise percent differences", + "agreement_rule": "median_pct_delta <= 25.0", + "score_rule": "max(0, 100 - median_pct_delta)", + "spatial_diagnostics": "common-valid cells on exactly co-registered grids; diagnostics do not alter the area verdict", + "rounding": "compute from unrounded areas; emit area/percent/score to three decimals" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/questions/D.json b/data/source_assets/multi_hazard/deforestation/000025/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..e0c798938fca719e25a7f2586228cef25ca715be --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/questions/D.json @@ -0,0 +1,59 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "deforestation__000025__D", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "nearest_highway_representative_distance_m": "float", + "availability_status": "string" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "highways": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "Using the declared binary Hansen 2022 forest-loss footprint and cached OSM highway features, find the nearest distinct feature representative point to any positive loss-raster cell center in a local azimuthal-equidistant metric projection. Use exact GeoJSON geometry, not cached row/column hints. Return the distance or an explicit null when no highway representative is cached, plus the 5,000 m context count, in-footprint count, nearest name, footprint area, and WorldPop footprint sum.", + "sample_id": "deforestation__000025", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "deforestation_nearest_highway_representative_v2", + "footprint_handle": "hansen_loss__event", + "asset_category": "highways", + "asset_unit": "one representative point per distinct cached OSM feature", + "coordinate_authority": "GeoJSON geometry in EPSG:4326; row/col properties are non-authoritative", + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "context_buffer_m": 5000, + "context_buffer_boundary": "inclusive", + "no_cached_feature_rule": "null distance/name, zero counts, availability_status=no_cached_highway_representative", + "in_footprint_rule": "transform representative geometry to raster CRS and locate it with the raster affine transform", + "population_rule": "sum non-negative WorldPop people-per-pixel values on the exactly co-registered footprint grid" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/forest_mask__pre.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/forest_mask__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..d8eda53fe5a58f43cfcc934ea026b1e0cd71e74e --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/forest_mask__pre.json @@ -0,0 +1,23 @@ +{ + "acquisition_dates": [ + "2000" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:24Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/forest_mask__pre.tif", + "handle": "forest_mask__pre", + "modality": "forest_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "73d48a2027211c34b72bdb72fa9e69092e0651229000f7e600878485da3ac093", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 treecover2000>30", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/forest_mask__pre.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/forest_mask__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..e90f26139d7abb8e54ec7bab430a10ef6a6a6d77 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/forest_mask__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..411379bc9c83f6257c2fe7289bb13f94e5677910 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.json @@ -0,0 +1,25 @@ +{ + "acquisition_dates": [ + "2022" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "gap_fill_method": "masked binary pixels filled as 0 from the live product mask", + "gap_fill_value": 0.0, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 25.726318359375, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "38c6b9f5806c67766a4008afb1bb342638abc28019b8bd2208d3db29dc744ef3", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..8bf898f4fe7a4697af74821e880e5c12ee1782c8 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.json new file mode 100644 index 0000000000000000000000000000000000000000..4eb030e890363c16c531275a3b3c8a6a28314e28 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.json @@ -0,0 +1,24 @@ +{ + "constant": false, + "derived_from": [ + "s2_ndvi__pre", + "s2_ndvi__post" + ], + "formula": "s2_ndvi_pre - s2_ndvi_post", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "maximum": 0.6445151567459106, + "minimum": -0.8200243711471558, + "modality": "s2_ndvi_change", + "scale_m": 10, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "cbb5f2e26abe5888d13d16c404a8c1e1d171948d7170884f2c5d49f6acd2f64f", + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.tif new file mode 100644 index 0000000000000000000000000000000000000000..8afab94674c3147bb7f0a94f647be823a6c451e2 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.json new file mode 100644 index 0000000000000000000000000000000000000000..b524dc6ff19712212f15964dacdb92c0155444f7 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": false, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 2352, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 2.0, + "mean": 0.06890869140625, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000025/rasters/radd_alerts__event.tif", + "resampling": "max", + "sha256": "8d6558cada39b376f98c266dc4f5e5a4e60d6087f4464881fce4e29293eedd68", + "units": "confidence_class_1_low_2_high", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -52.19112191108204, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.4672395961109914 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "00N_060W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "license": "CC BY 4.0", + "maximum": 2.0, + "minimum": 0.0, + "modality": "radd_alert_confidence", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "8d6558cada39b376f98c266dc4f5e5a4e60d6087f4464881fce4e29293eedd68", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ], + "units": "encoded alert date and confidence class", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..69af451b9b5b0333410518a06c029d2f26df4a2c Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event_binary.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event_binary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc16876be5b9c2ce7d24ed2693e7067da99b8fd1 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event_binary.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": false, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 2281, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 1.0, + "mean": 0.0345458984375, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000025/rasters/radd_alerts__event_binary.tif", + "resampling": "max", + "sha256": "d6bd73a9a4e8c27d9c117849fa857430dde9944d1a529d8647e38dd7c5ec0577", + "units": "binary", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -52.19112191108204, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.4672395961109914 + ], + [ + -52.031121911082046, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.3072395961109913 + ], + [ + -52.19112191108204, + -3.4672395961109914 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "00N_060W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event_binary.tif", + "handle": "radd_alerts__event_binary", + "license": "CC BY 4.0", + "maximum": 1.0, + "minimum": 0.0, + "modality": "radd_event_window_mask", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "d6bd73a9a4e8c27d9c117849fa857430dde9944d1a529d8647e38dd7c5ec0577", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ], + "units": "binary", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event_binary.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event_binary.tif new file mode 100644 index 0000000000000000000000000000000000000000..04d799ca04c27009e45ace743752033892a23eaa Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event_binary.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__post.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__post.json new file mode 100644 index 0000000000000000000000000000000000000000..b8048c04ccff2233a77d44de876b9953fe60c3d1 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__post.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2022-06-01", + "2022-09-30" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:20Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__post.tif", + "handle": "s2_ndvi__post", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "f9ab25e369eb8a98709e567b1497f156b9f130c640a24b8eca2fd120d54f716e", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__post.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__post.tif new file mode 100644 index 0000000000000000000000000000000000000000..dde5f731db644d4e8ab2b57c4b1347e01969ae12 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__post.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__pre.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..3f58acd43eecf2d8a652297495f14707a2ceafba --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__pre.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2021-12-03", + "2022-06-01" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__pre.tif", + "handle": "s2_ndvi__pre", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "74cb504ae8fd85cfa354768c3bf49680e10fd6c2eefb197e9d40513a014f1012", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__pre.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..83b96e25195342cdfc41c817b78d14f185567609 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/s2_ndvi__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.json b/data/source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..9b91bf897048dec1b97cb6f28086e93277ad03a2 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.json @@ -0,0 +1,46 @@ +{ + "bands": [ + "Dec2021", + "Dec2022" + ], + "citation_url": "https://forobs.jrc.ec.europa.eu/TMF/data", + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913, + 0.0, + 0.0, + 1.0 + ] + }, + "event_year": 2022, + "formula": "Dec2022 == deforested(3) and Dec2021 != deforested(3)", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "maximum": 1.0, + "minimum": 0.0, + "modality": "annual_forest_loss_mask", + "provider": "European Commission Joint Research Centre", + "scale_m": 30, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "5baa143ec3fbac7651078ed096133b26578e98f2a90e95f484d53cf50afef900", + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary", + "upstream_identifier": "projects/JRC/TMF/v1_2023/AnnualChanges", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..0d0d7d277301bca1baef27261a502ce7f7bca089 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/tabular/worldpop.json b/data/source_assets/multi_hazard/deforestation/000025/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..5a35db0adc9a4816733b2a7c1ce9324b98e9bf90 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 8.605952262878418, + "minimum": 0.002516933251172304, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "d4d00c10925bf289f149a0189fdda106ad4416fbfd8d05d7ad55d0fe7ec8c1e7", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.9814453125, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/tabular/worldpop.tif b/data/source_assets/multi_hazard/deforestation/000025/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..c3a7ae00bb76d2322aeada054c633c752c909a2d Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000025/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000025/trajectories/A.json b/data/source_assets/multi_hazard/deforestation/000025/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..dd187a809cad07e8d31c41873130364408ad60a7 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/trajectories/A.json @@ -0,0 +1,211 @@ +{ + "aoi_id": "deforestation__000025", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000025", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000025", + "handles": [ + "hansen_loss__event" + ], + "metric": "area_agreement" + }, + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000025", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + } + }, + "median_area_ha": 558.723, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 558.723, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "units": "ha", + "value": 558.723 + }, + "aoi_id": "deforestation__000025", + "evidence": { + "primary_area_ha": 558.723, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "units": "ha", + "value": 558.723 + }, + "evidence": { + "primary_area_ha": 558.723, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000025__A", + "final": { + "answer": { + "units": "ha", + "value": 558.723 + }, + "evidence": { + "primary_area_ha": 558.723, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000025", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + } + }, + "median_area_ha": 558.723, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 558.723, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "step": 2, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/trajectories/B.json b/data/source_assets/multi_hazard/deforestation/000025/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..368853fce327fb61fbbff5aeb5d693f83c80c635 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/trajectories/B.json @@ -0,0 +1,266 @@ +{ + "aoi_id": "deforestation__000025", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000025", + "handle": "ndvi_change" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000025", + "by_class": "@NDVI_change", + "handle": "ndvi_change", + "mask_layer": "hansen_loss__event" + }, + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000025", + "by_class": { + "major": { + "area_ha": 1.92, + "mean_value": 0.301601, + "pixel_count": 1 + }, + "minor": { + "area_ha": 26.881, + "mean_value": 0.219643, + "pixel_count": 14 + }, + "none": { + "area_ha": 529.922, + "mean_value": -0.21827, + "pixel_count": 276 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 291, + "max": 0.301601, + "mean": -0.195415, + "median": -0.202955, + "min": -0.77336, + "modality": "s2_ndvi_change", + "n_valid_pixels": 291, + "nan_pct": 98.223877, + "percentiles": { + "p05": -0.515807, + "p50": -0.202955, + "p95": 0.152208 + }, + "pixel_area_m2": 19200.217, + "std": 0.201889, + "units": "index" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "none", + "dominant_fraction": 0.948454 + }, + "aoi_id": "deforestation__000025", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 1.92, + "mean_value": 0.301601, + "pixel_count": 1 + }, + "minor": { + "area_ha": 26.881, + "mean_value": 0.219643, + "pixel_count": 14 + }, + "none": { + "area_ha": 529.922, + "mean_value": -0.21827, + "pixel_count": 276 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 291 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "none", + "dominant_fraction": 0.948454 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 1.92, + "mean_value": 0.301601, + "pixel_count": 1 + }, + "minor": { + "area_ha": 26.881, + "mean_value": 0.219643, + "pixel_count": 14 + }, + "none": { + "area_ha": 529.922, + "mean_value": -0.21827, + "pixel_count": 276 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 291 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000025__B", + "final": { + "answer": { + "class": "none", + "dominant_fraction": 0.948454 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 1.92, + "mean_value": 0.301601, + "pixel_count": 1 + }, + "minor": { + "area_ha": 26.881, + "mean_value": 0.219643, + "pixel_count": 14 + }, + "none": { + "area_ha": 529.922, + "mean_value": -0.21827, + "pixel_count": 276 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 291 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000025", + "by_class": { + "major": { + "area_ha": 1.92, + "mean_value": 0.301601, + "pixel_count": 1 + }, + "minor": { + "area_ha": 26.881, + "mean_value": 0.219643, + "pixel_count": 14 + }, + "none": { + "area_ha": 529.922, + "mean_value": -0.21827, + "pixel_count": 276 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 291, + "max": 0.301601, + "mean": -0.195415, + "median": -0.202955, + "min": -0.77336, + "modality": "s2_ndvi_change", + "n_valid_pixels": 291, + "nan_pct": 98.223877, + "percentiles": { + "p05": -0.515807, + "p50": -0.202955, + "p95": 0.152208 + }, + "pixel_area_m2": 19200.217, + "std": 0.201889, + "units": "index" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/trajectories/C.json b/data/source_assets/multi_hazard/deforestation/000025/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..0c81af598aea2255e0d33b2d22892b886f6d583a --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/trajectories/C.json @@ -0,0 +1,536 @@ +{ + "aoi_id": "deforestation__000025", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000025", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000025", + "handle": "tmf_loss__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000025", + "handle": "radd_alerts__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000025", + "handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "maximum_median_pct_delta": 25.0, + "metric": "area_agreement" + }, + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000025", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + } + }, + "median_area_ha": 558.723, + "median_correlation": null, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.243632, + "hansen_loss__tmf_loss": 0.277124, + "tmf_loss__radd_alerts": 0.226737 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": 0.257956, + "hansen_loss__tmf_loss": 0.289167, + "tmf_loss__radd_alerts": 0.274007 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.150336, + "hansen_loss__tmf_loss": 0.167095, + "tmf_loss__radd_alerts": 0.135514 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 64.177, + "hansen_loss__tmf_loss": 56.388, + "tmf_loss__radd_alerts": 110.563 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.961365, + "hansen_loss__tmf_loss": 0.980225, + "tmf_loss__radd_alerts": 0.966125 + }, + "per_source": { + "hansen_loss": { + "area_ha": 558.723, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 1086.727, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 312.96, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 35.823, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "radd_alerts" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "aoi_id": "deforestation__000025", + "evidence": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.243632, + "hansen_loss__tmf_loss": 0.277124, + "tmf_loss__radd_alerts": 0.226737 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.150336, + "hansen_loss__tmf_loss": 0.167095, + "tmf_loss__radd_alerts": 0.135514 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.961365, + "hansen_loss__tmf_loss": 0.980225, + "tmf_loss__radd_alerts": 0.966125 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.243632, + "hansen_loss__tmf_loss": 0.277124, + "tmf_loss__radd_alerts": 0.226737 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.150336, + "hansen_loss__tmf_loss": 0.167095, + "tmf_loss__radd_alerts": 0.135514 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.961365, + "hansen_loss__tmf_loss": 0.980225, + "tmf_loss__radd_alerts": 0.966125 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000025__C", + "final": { + "answer": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 35.823, + "median_area_ha": 558.723, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.243632, + "hansen_loss__tmf_loss": 0.277124, + "tmf_loss__radd_alerts": 0.226737 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.150336, + "hansen_loss__tmf_loss": 0.167095, + "tmf_loss__radd_alerts": 0.135514 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.961365, + "hansen_loss__tmf_loss": 0.980225, + "tmf_loss__radd_alerts": 0.966125 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000025", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.19112191108204, + 0.0, + -0.0012500000000000011, + -3.3072395961109913 + ] + } + }, + "median_area_ha": 558.723, + "median_correlation": null, + "median_pct_delta": 64.177, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.243632, + "hansen_loss__tmf_loss": 0.277124, + "tmf_loss__radd_alerts": 0.226737 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": 0.257956, + "hansen_loss__tmf_loss": 0.289167, + "tmf_loss__radd_alerts": 0.274007 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.150336, + "hansen_loss__tmf_loss": 0.167095, + "tmf_loss__radd_alerts": 0.135514 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 64.177, + "hansen_loss__tmf_loss": 56.388, + "tmf_loss__radd_alerts": 110.563 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.961365, + "hansen_loss__tmf_loss": 0.980225, + "tmf_loss__radd_alerts": 0.966125 + }, + "per_source": { + "hansen_loss": { + "area_ha": 558.723, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 1086.727, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 312.96, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 35.823, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "radd_alerts" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000025/trajectories/D.json b/data/source_assets/multi_hazard/deforestation/000025/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..10fdc66f5b326be40363bdd4c14860ab67685e29 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000025/trajectories/D.json @@ -0,0 +1,194 @@ +{ + "aoi_id": "deforestation__000025", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000025", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000025", + "asset_types": [ + "highways" + ], + "buffer_m": 5000, + "footprint_handle": "hansen_loss__event" + }, + "output": { + "aoi_id": "deforestation__000025", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 79, + "in_footprint": 2, + "nearest": { + "distance_m": 15.444, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 558.723, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 428.279, + "population_within_footprint": 5.969 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 15.444 + }, + "aoi_id": "deforestation__000025", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 79, + "in_footprint": 2, + "nearest": { + "distance_m": 15.444, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 558.723, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 5.969 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 15.444 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 79, + "in_footprint": 2, + "nearest": { + "distance_m": 15.444, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 558.723, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 5.969 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000025__D", + "final": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 15.444 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 79, + "in_footprint": 2, + "nearest": { + "distance_m": 15.444, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 558.723, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 5.969 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000025", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000025/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "deforestation__000025", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 79, + "in_footprint": 2, + "nearest": { + "distance_m": 15.444, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 558.723, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 428.279, + "population_within_footprint": 5.969 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/aoi.geojson b/data/source_assets/multi_hazard/deforestation/000026/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..580984405404a77167fb333792cc43c7e7202307 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -64.06172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.90421361283625 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/available_handles.json b/data/source_assets/multi_hazard/deforestation/000026/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..5c78eb0598107701361d177615eecc5df2e2f8a8 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/available_handles.json @@ -0,0 +1,26 @@ +{ + "baselines_available": [], + "domain": "deforestation", + "handles": [ + "forest_mask__pre", + "hansen_loss__event", + "ndvi_change", + "radd_alerts__event", + "radd_alerts__event_binary", + "s2_ndvi__post", + "s2_ndvi__pre", + "tmf_loss__event" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "deforestation__000026", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/gt/A.json b/data/source_assets/multi_hazard/deforestation/000026/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..459fc5235afc2979d986b31a5c1af7a563493b27 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/gt/A.json @@ -0,0 +1,23 @@ +{ + "answer": { + "units": "ha", + "value": 1048.807 + }, + "case_id": "deforestation__000026__A", + "evidence": { + "primary_area_ha": 1048.807, + "primary_handle": "hansen_loss__event" + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/gt/B.json b/data/source_assets/multi_hazard/deforestation/000026/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..6eea0abac65b7639239d6bf7f244e759cd07b749 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/gt/B.json @@ -0,0 +1,46 @@ +{ + "answer": { + "class": "none", + "dominant_fraction": 0.998198 + }, + "case_id": "deforestation__000026__B", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 1.89, + "mean_value": 0.278049, + "pixel_count": 1 + }, + "none": { + "area_ha": 1046.917, + "mean_value": -0.2636, + "pixel_count": 554 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 555 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/gt/C.json b/data/source_assets/multi_hazard/deforestation/000026/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..b049e3d33ce0b2fb17cc082308699d5067bcd95a --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/gt/C.json @@ -0,0 +1,47 @@ +{ + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "case_id": "deforestation__000026__C", + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.016262, + "hansen_loss__tmf_loss": 0.212075, + "tmf_loss__radd_alerts": 0.009658 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.011513, + "hansen_loss__tmf_loss": 0.123023, + "tmf_loss__radd_alerts": 0.006993 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.963318, + "hansen_loss__tmf_loss": 0.969543, + "tmf_loss__radd_alerts": 0.991333 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/gt/D.json b/data/source_assets/multi_hazard/deforestation/000026/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..be76525245809aa7ad0dae226cec6416de721ca3 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/gt/D.json @@ -0,0 +1,37 @@ +{ + "answer": { + "availability_status": "no_cached_highway_representative", + "nearest_highway_representative_distance_m": null + }, + "case_id": "deforestation__000026__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1048.807, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/metadata.json b/data/source_assets/multi_hazard/deforestation/000026/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..555f360a98d122e9424ac5c7e356c5c4055c155a --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "deforestation__sample_000026", + "built_at": "2026-05-17T04:46:09Z", + "candidate_index": 26, + "domain": "deforestation", + "domain_label": "Deforestation", + "end_date": "2022-09-30", + "event_name": "Rondonia clearing AOI 26", + "geometry": { + "coordinates": [ + [ + [ + -64.06172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.90421361283625 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000026", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2022-06-01", + "target_date": "2022", + "window_label": "2022" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/osm/pois.geojson b/data/source_assets/multi_hazard/deforestation/000026/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..996f9bf1620ec61c55ef6f8c5a8034eda7b7d02d --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/osm/pois.geojson @@ -0,0 +1,4 @@ +{ + "features": [], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/deforestation/000026/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..0a3c405a39f064f62b24e48dc1a646a62b9a3b0f --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2daa68bddb6aac78bfbfdcb53abe82ad0bdb0665d0772773c6f4d715e1351a8f +size 48038 diff --git a/data/source_assets/multi_hazard/deforestation/000026/panels/exposure_overlay.png b/data/source_assets/multi_hazard/deforestation/000026/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..2cc4c036cb9a6855e4fbe98a64befe966dedfbfe --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6886ed7ded84ebb8b3fad2161ad42a1aa40f7310797a8f9031d4123024675759 +size 3060 diff --git a/data/source_assets/multi_hazard/deforestation/000026/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/deforestation/000026/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..48101146f785bb3decce265dce4ffa04e36f3ffb --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f003016f4c8a08a8ca5e512442aff6c2315f0dc2a3d0b9e4c0abaa187395d4f3 +size 211921 diff --git a/data/source_assets/multi_hazard/deforestation/000026/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/deforestation/000026/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..218e693f014e93d056fb7f05579dd1bd64aab464 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ae43b0b41868841c417c8e52efcd810c4f973909bd89d0b7d9aa2d6fe106541 +size 398552 diff --git a/data/source_assets/multi_hazard/deforestation/000026/quality_report.json b/data/source_assets/multi_hazard/deforestation/000026/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..68390942dfeffdf5abe12af4f5d671c0173e78bf --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/quality_report.json @@ -0,0 +1,20 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:25Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "deforestation", + "gapfilled_layers": [ + "hansen_loss__event" + ], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:04Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 88.018798828125, + "sample_id": "sample_000026", + "scene_coverage_min": 1.0, + "source_count": 6, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/questions/A.json b/data/source_assets/multi_hazard/deforestation/000026/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..5a6d23b1c9de864de7079f2e1f5c505def5145ae --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/questions/A.json @@ -0,0 +1,41 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "deforestation__000026__A", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "units": "string", + "value": "float" + }, + "evidence": { + "primary_area_ha": "float", + "primary_handle": "string" + }, + "status": "string" + }, + "family": "A", + "question_text": "Using the declared binary Hansen Global Forest Change event mask, compute the AOI area whose loss year equals 2022. Treat finite value 1 as 2022 loss and 0 as valid no-2022-loss, exclude declared nodata, sum grid-aware WGS84 ellipsoidal cell areas, and report hectares rounded to three decimals.", + "sample_id": "deforestation__000026", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "measurement_contract": { + "version": "hansen_2022_binary_grid_area_v1", + "source_handle": "hansen_loss__event", + "source_product": "UMD Hansen Global Forest Change 2025 v1.13 loss-year band", + "event_year": 2022, + "mask_values": "finite binary 0=no 2022 loss, 1=loss year 2022", + "nodata_rule": "exclude declared nodata and non-finite pixels", + "area_rule": "WGS84 ellipsoidal cell area for geographic grids; affine determinant for projected grids", + "rounding": "three decimals in hectares" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/questions/B.json b/data/source_assets/multi_hazard/deforestation/000026/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..7053a49f93aebc460ec96b0024124fe89abfa55d --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "hansen_loss__event", + "ndvi_change" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "deforestation__000026__B", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "analysis_scope": "string", + "by_class": { + "major": { + "area_ha": "float", + "mean_value": "null", + "pixel_count": "int" + }, + "minor": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "none": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "severe": { + "area_ha": "float", + "mean_value": "null", + "pixel_count": "int" + } + }, + "dominant_class": "string", + "mask_pixel_count": "int" + }, + "status": "string" + }, + "family": "B", + "question_text": "Inside the declared binary Hansen 2022 loss footprint, classify every finite Sentinel-2 NDVI drop (pre minus post) using half-open bins: none [-10,0.15), minor [0.15,0.30), major [0.30,0.50), and severe [0.50,10). Return the pixel-count-dominant class and its fraction; break an exact tie by the stated class order.", + "sample_id": "deforestation__000026", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "hansen_masked_s2_ndvi_drop_v1", + "value_handle": "ndvi_change", + "value_formula": "Sentinel-2 NDVI pre minus post", + "mask_handle": "hansen_loss__event", + "analysis_population": "finite NDVI-change pixels where the finite Hansen mask equals 1", + "intervals": { + "none": [ + -10.0, + 0.15 + ], + "minor": [ + 0.15, + 0.3 + ], + "major": [ + 0.3, + 0.5 + ], + "severe": [ + 0.5, + 10.0 + ] + }, + "interval_boundary": "lower inclusive, upper exclusive", + "dominance": "largest pixel count", + "tie_break": "first class in none, minor, major, severe order", + "area_rule": "grid-aware area of class pixels" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/questions/C.json b/data/source_assets/multi_hazard/deforestation/000026/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..e2e75cba0edbe891638a72567efd2dc3d5cde3c5 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "deforestation__000026__C", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float", + "score_contract": "string", + "per_source_area_ha": { + "hansen_loss": "float", + "tmf_loss": "float", + "radd_alerts": "float" + }, + "pairwise_pct_delta": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_iou": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_state_agreement": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_categorical_kappa": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + } + } + }, + "family": "C", + "question_text": "Compare the declared Hansen 2022 loss mask, JRC TMF 2022 annual-loss mask, and RADD 2022-06-01 through 2022-09-30 alert mask (low or high confidence). Compute grid-aware source areas and symmetric pairwise differences |A-B|/((A+B)/2)*100, using 0 when both areas are zero. The sources agree when the median of the three differences is <=25.0%. Return the decision, bounded score max(0,100-median), all source areas, and pairwise percent/IoU/state-agreement/kappa evidence.", + "sample_id": "deforestation__000026", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "deforestation_area_agreement_v2", + "source_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "source_masks": { + "hansen_loss__event": "finite binary 1 where loss year equals 2022", + "tmf_loss__event": "finite binary 1 where Dec2022 is deforested and Dec2021 is not", + "radd_alerts__event": "0=no event-window alert, 1=low confidence, 2=high confidence; values >0 are alert" + }, + "area_rule": "grid-aware WGS84 ellipsoidal or projected affine-determinant cell areas", + "pairwise_delta_formula": "abs(A-B) / ((A+B)/2) * 100; 0 when A=B=0", + "aggregate": "median of three unrounded pairwise percent differences", + "agreement_rule": "median_pct_delta <= 25.0", + "score_rule": "max(0, 100 - median_pct_delta)", + "spatial_diagnostics": "common-valid cells on exactly co-registered grids; diagnostics do not alter the area verdict", + "rounding": "compute from unrounded areas; emit area/percent/score to three decimals" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/questions/D.json b/data/source_assets/multi_hazard/deforestation/000026/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..5a382cbdb125756c1d295f1dddb25810e4c644a8 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/questions/D.json @@ -0,0 +1,59 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "deforestation__000026__D", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "nearest_highway_representative_distance_m": "null", + "availability_status": "string" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "highways": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "Using the declared binary Hansen 2022 forest-loss footprint and cached OSM highway features, find the nearest distinct feature representative point to any positive loss-raster cell center in a local azimuthal-equidistant metric projection. Use exact GeoJSON geometry, not cached row/column hints. Return the distance or an explicit null when no highway representative is cached, plus the 5,000 m context count, in-footprint count, nearest name, footprint area, and WorldPop footprint sum.", + "sample_id": "deforestation__000026", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "deforestation_nearest_highway_representative_v2", + "footprint_handle": "hansen_loss__event", + "asset_category": "highways", + "asset_unit": "one representative point per distinct cached OSM feature", + "coordinate_authority": "GeoJSON geometry in EPSG:4326; row/col properties are non-authoritative", + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "context_buffer_m": 5000, + "context_buffer_boundary": "inclusive", + "no_cached_feature_rule": "null distance/name, zero counts, availability_status=no_cached_highway_representative", + "in_footprint_rule": "transform representative geometry to raster CRS and locate it with the raster affine transform", + "population_rule": "sum non-negative WorldPop people-per-pixel values on the exactly co-registered footprint grid" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/forest_mask__pre.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/forest_mask__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..4ed2733c3c16bde3447d0c49e2f8b6f2bd8e5896 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/forest_mask__pre.json @@ -0,0 +1,23 @@ +{ + "acquisition_dates": [ + "2000" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:25Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/forest_mask__pre.tif", + "handle": "forest_mask__pre", + "modality": "forest_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "7e9d62d702e042458839afb0a94706056b67ac51dfbb1dd5df19cedca8e34205", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 treecover2000>30", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/forest_mask__pre.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/forest_mask__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..970db686c03eb3b7d3294d654f797af5e0db9031 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/forest_mask__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..0504b3acaf3114cf35143c9de9f64ee861afc174 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.json @@ -0,0 +1,25 @@ +{ + "acquisition_dates": [ + "2022" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "gap_fill_method": "masked binary pixels filled as 0 from the live product mask", + "gap_fill_value": 0.0, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 88.018798828125, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "0fac4554b0c83f71231dfd0ed1a08d7bd5c2462abf740b9e3715e206573b53e4", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..0e1abf2dd386b9633e3cf1a2298b227ce30df7c9 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.json new file mode 100644 index 0000000000000000000000000000000000000000..35a303a3e53f01bf1220da9b02ad5158f326082e --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.json @@ -0,0 +1,24 @@ +{ + "constant": false, + "derived_from": [ + "s2_ndvi__pre", + "s2_ndvi__post" + ], + "formula": "s2_ndvi_pre - s2_ndvi_post", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "maximum": 0.27804940938949585, + "minimum": -0.8043991923332214, + "modality": "s2_ndvi_change", + "scale_m": 10, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "911b0936ac968162b28ee5f284b7e2297808c95d8a665f4f170633cae0cc4d53", + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.tif new file mode 100644 index 0000000000000000000000000000000000000000..eb74825c6c923897de9a659439c34991e26051d3 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.json new file mode 100644 index 0000000000000000000000000000000000000000..8aa969c71433c97fbe53da4e2995a83fd5c334da --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": false, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 1540, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 2.0, + "mean": 0.00732421875, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000026/rasters/radd_alerts__event.tif", + "resampling": "max", + "sha256": "e50e66a1098ffde75bb6d8717faf6f5f85afba36676675b3acdca806fca5ee2b", + "units": "confidence_class_1_low_2_high", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -64.06172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.90421361283625 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "10S_070W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "license": "CC BY 4.0", + "maximum": 2.0, + "minimum": 0.0, + "modality": "radd_alert_confidence", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "e50e66a1098ffde75bb6d8717faf6f5f85afba36676675b3acdca806fca5ee2b", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ], + "units": "encoded alert date and confidence class", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..43fb907ef16cad4e8878d1e42d5e0ce3e4c762d6 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event_binary.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event_binary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2de2161d4e2102cd0e59c8fa257ef57f2181286 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event_binary.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": false, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 1513, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 1.0, + "mean": 0.003662109375, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000026/rasters/radd_alerts__event_binary.tif", + "resampling": "max", + "sha256": "ffc49a9300507916aaafb70ea8509e421cea11eb9f867b449278f61632afdad8", + "units": "binary", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -64.06172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.90421361283625 + ], + [ + -63.90172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.74421361283625 + ], + [ + -64.06172290339235, + -10.90421361283625 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "10S_070W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event_binary.tif", + "handle": "radd_alerts__event_binary", + "license": "CC BY 4.0", + "maximum": 1.0, + "minimum": 0.0, + "modality": "radd_event_window_mask", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "ffc49a9300507916aaafb70ea8509e421cea11eb9f867b449278f61632afdad8", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ], + "units": "binary", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event_binary.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event_binary.tif new file mode 100644 index 0000000000000000000000000000000000000000..3059e4c48421079ac52f3f8739f23ccc90ff4204 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event_binary.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__post.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__post.json new file mode 100644 index 0000000000000000000000000000000000000000..7c491460082e1dfad6a3597f386cada47614cb2c --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__post.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2022-06-01", + "2022-09-30" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:23Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__post.tif", + "handle": "s2_ndvi__post", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "0afbeef1baee8e2b7a2b7a54ec0e6382dde20b436a438fc3a222832df15d3d3d", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__post.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__post.tif new file mode 100644 index 0000000000000000000000000000000000000000..3fc5505fc0478936e645fbd363e45a2376f18ed6 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__post.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__pre.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..21c0bc1be2fae2829458b2d3b696cbb75ed2dcc4 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__pre.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2021-12-03", + "2022-06-01" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:19Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__pre.tif", + "handle": "s2_ndvi__pre", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "71e59480c962994f5a8c06147f2cd9f680e1ff7d396c14618776ccea0579fb61", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__pre.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..b20df5edd75b1150b709137c8c77d5de384a16a9 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/s2_ndvi__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.json b/data/source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..eff706295057b1fc10742359698512d3cc698b05 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.json @@ -0,0 +1,46 @@ +{ + "bands": [ + "Dec2021", + "Dec2022" + ], + "citation_url": "https://forobs.jrc.ec.europa.eu/TMF/data", + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625, + 0.0, + 0.0, + 1.0 + ] + }, + "event_year": 2022, + "formula": "Dec2022 == deforested(3) and Dec2021 != deforested(3)", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "maximum": 1.0, + "minimum": 0.0, + "modality": "annual_forest_loss_mask", + "provider": "European Commission Joint Research Centre", + "scale_m": 30, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "2c64b04487d296b47b31917f63879a2024a78a282637fefec5dbc40b893fb841", + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary", + "upstream_identifier": "projects/JRC/TMF/v1_2023/AnnualChanges", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..614a05c5f336574f648531136a7b421536823d29 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/tabular/worldpop.json b/data/source_assets/multi_hazard/deforestation/000026/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..fddb8ee99a0164a5b78602cee12d9d3cfbe2737a --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": true, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 0.0, + "minimum": 0.0, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "da75c530c8b53f5b38b42ed8aa91f0df26ffdd5f07ba43f990f21c149f1822cf", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/tabular/worldpop.tif b/data/source_assets/multi_hazard/deforestation/000026/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..c7615b5cfbcd108d73b9eadd134d142e808d9729 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000026/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000026/trajectories/A.json b/data/source_assets/multi_hazard/deforestation/000026/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..6cf7530ffd270865d751f14aae237e7f03954714 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/trajectories/A.json @@ -0,0 +1,211 @@ +{ + "aoi_id": "deforestation__000026", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000026", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000026", + "handles": [ + "hansen_loss__event" + ], + "metric": "area_agreement" + }, + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000026", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + } + }, + "median_area_ha": 1048.807, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 1048.807, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "units": "ha", + "value": 1048.807 + }, + "aoi_id": "deforestation__000026", + "evidence": { + "primary_area_ha": 1048.807, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "units": "ha", + "value": 1048.807 + }, + "evidence": { + "primary_area_ha": 1048.807, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000026__A", + "final": { + "answer": { + "units": "ha", + "value": 1048.807 + }, + "evidence": { + "primary_area_ha": 1048.807, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000026", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + } + }, + "median_area_ha": 1048.807, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 1048.807, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "step": 2, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/trajectories/B.json b/data/source_assets/multi_hazard/deforestation/000026/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..54df27288b8e881f9beb4086bd95e9c0bff04529 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/trajectories/B.json @@ -0,0 +1,266 @@ +{ + "aoi_id": "deforestation__000026", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000026", + "handle": "ndvi_change" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000026", + "by_class": "@NDVI_change", + "handle": "ndvi_change", + "mask_layer": "hansen_loss__event" + }, + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000026", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 1.89, + "mean_value": 0.278049, + "pixel_count": 1 + }, + "none": { + "area_ha": 1046.917, + "mean_value": -0.2636, + "pixel_count": 554 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 555, + "max": 0.278049, + "mean": -0.262624, + "median": -0.214106, + "min": -0.732923, + "modality": "s2_ndvi_change", + "n_valid_pixels": 555, + "nan_pct": 96.612549, + "percentiles": { + "p05": -0.629473, + "p50": -0.214106, + "p95": -0.021894 + }, + "pixel_area_m2": 18899.65, + "std": 0.198857, + "units": "index" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "none", + "dominant_fraction": 0.998198 + }, + "aoi_id": "deforestation__000026", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 1.89, + "mean_value": 0.278049, + "pixel_count": 1 + }, + "none": { + "area_ha": 1046.917, + "mean_value": -0.2636, + "pixel_count": 554 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 555 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "none", + "dominant_fraction": 0.998198 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 1.89, + "mean_value": 0.278049, + "pixel_count": 1 + }, + "none": { + "area_ha": 1046.917, + "mean_value": -0.2636, + "pixel_count": 554 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 555 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000026__B", + "final": { + "answer": { + "class": "none", + "dominant_fraction": 0.998198 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 1.89, + "mean_value": 0.278049, + "pixel_count": 1 + }, + "none": { + "area_ha": 1046.917, + "mean_value": -0.2636, + "pixel_count": 554 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 555 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000026", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 1.89, + "mean_value": 0.278049, + "pixel_count": 1 + }, + "none": { + "area_ha": 1046.917, + "mean_value": -0.2636, + "pixel_count": 554 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 555, + "max": 0.278049, + "mean": -0.262624, + "median": -0.214106, + "min": -0.732923, + "modality": "s2_ndvi_change", + "n_valid_pixels": 555, + "nan_pct": 96.612549, + "percentiles": { + "p05": -0.629473, + "p50": -0.214106, + "p95": -0.021894 + }, + "pixel_area_m2": 18899.65, + "std": 0.198857, + "units": "index" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/trajectories/C.json b/data/source_assets/multi_hazard/deforestation/000026/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..5980f0437fa72a72885d28bfeab6d909b0efe173 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/trajectories/C.json @@ -0,0 +1,536 @@ +{ + "aoi_id": "deforestation__000026", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000026", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000026", + "handle": "tmf_loss__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000026", + "handle": "radd_alerts__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000026", + "handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "maximum_median_pct_delta": 25.0, + "metric": "area_agreement" + }, + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000026", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + } + }, + "median_area_ha": 158.739, + "median_correlation": null, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.016262, + "hansen_loss__tmf_loss": 0.212075, + "tmf_loss__radd_alerts": 0.009658 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": 0.027746, + "hansen_loss__tmf_loss": 0.317241, + "tmf_loss__radd_alerts": 0.009796 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.011513, + "hansen_loss__tmf_loss": 0.123023, + "tmf_loss__radd_alerts": 0.006993 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 160.973, + "hansen_loss__tmf_loss": 147.418, + "tmf_loss__radd_alerts": 33.326 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.963318, + "hansen_loss__tmf_loss": 0.969543, + "tmf_loss__radd_alerts": 0.991333 + }, + "per_source": { + "hansen_loss": { + "area_ha": 1048.807, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 113.394, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 158.739, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "aoi_id": "deforestation__000026", + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.016262, + "hansen_loss__tmf_loss": 0.212075, + "tmf_loss__radd_alerts": 0.009658 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.011513, + "hansen_loss__tmf_loss": 0.123023, + "tmf_loss__radd_alerts": 0.006993 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.963318, + "hansen_loss__tmf_loss": 0.969543, + "tmf_loss__radd_alerts": 0.991333 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.016262, + "hansen_loss__tmf_loss": 0.212075, + "tmf_loss__radd_alerts": 0.009658 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.011513, + "hansen_loss__tmf_loss": 0.123023, + "tmf_loss__radd_alerts": 0.006993 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.963318, + "hansen_loss__tmf_loss": 0.969543, + "tmf_loss__radd_alerts": 0.991333 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000026__C", + "final": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 158.739, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.016262, + "hansen_loss__tmf_loss": 0.212075, + "tmf_loss__radd_alerts": 0.009658 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.011513, + "hansen_loss__tmf_loss": 0.123023, + "tmf_loss__radd_alerts": 0.006993 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.963318, + "hansen_loss__tmf_loss": 0.969543, + "tmf_loss__radd_alerts": 0.991333 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000026", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012500000000000289, + 0.0, + -64.06172290339235, + 0.0, + -0.0012500000000000011, + -10.74421361283625 + ] + } + }, + "median_area_ha": 158.739, + "median_correlation": null, + "median_pct_delta": 147.418, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.016262, + "hansen_loss__tmf_loss": 0.212075, + "tmf_loss__radd_alerts": 0.009658 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": 0.027746, + "hansen_loss__tmf_loss": 0.317241, + "tmf_loss__radd_alerts": 0.009796 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.011513, + "hansen_loss__tmf_loss": 0.123023, + "tmf_loss__radd_alerts": 0.006993 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 160.973, + "hansen_loss__tmf_loss": 147.418, + "tmf_loss__radd_alerts": 33.326 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.963318, + "hansen_loss__tmf_loss": 0.969543, + "tmf_loss__radd_alerts": 0.991333 + }, + "per_source": { + "hansen_loss": { + "area_ha": 1048.807, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 113.394, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 158.739, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "hansen_loss" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000026/trajectories/D.json b/data/source_assets/multi_hazard/deforestation/000026/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..7b340b537ec8a027d3e4dfd305436a839e7f4b79 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000026/trajectories/D.json @@ -0,0 +1,194 @@ +{ + "aoi_id": "deforestation__000026", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000026", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000026", + "asset_types": [ + "highways" + ], + "buffer_m": 5000, + "footprint_handle": "hansen_loss__event" + }, + "output": { + "aoi_id": "deforestation__000026", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1048.807, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "availability_status": "no_cached_highway_representative", + "nearest_highway_representative_distance_m": null + }, + "aoi_id": "deforestation__000026", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1048.807, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "availability_status": "no_cached_highway_representative", + "nearest_highway_representative_distance_m": null + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1048.807, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000026__D", + "final": { + "answer": { + "availability_status": "no_cached_highway_representative", + "nearest_highway_representative_distance_m": null + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1048.807, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000026", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000026/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "deforestation__000026", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1048.807, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/aoi.geojson b/data/source_assets/multi_hazard/deforestation/000027/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..94fbc6850320f16379cc39eac8f34fc356337e8c --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -69.45832792592068, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.713172560357812 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/available_handles.json b/data/source_assets/multi_hazard/deforestation/000027/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..76ddb56bdd59be6c02a046b75b94947fe3faedb5 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/available_handles.json @@ -0,0 +1,26 @@ +{ + "baselines_available": [], + "domain": "deforestation", + "handles": [ + "forest_mask__pre", + "hansen_loss__event", + "ndvi_change", + "radd_alerts__event", + "radd_alerts__event_binary", + "s2_ndvi__post", + "s2_ndvi__pre", + "tmf_loss__event" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "deforestation__000027", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/gt/A.json b/data/source_assets/multi_hazard/deforestation/000027/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..dc2963d6317591d8f4a56c1b98577ee213c888b6 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/gt/A.json @@ -0,0 +1,23 @@ +{ + "answer": { + "units": "ha", + "value": 809.384 + }, + "case_id": "deforestation__000027__A", + "evidence": { + "primary_area_ha": 809.384, + "primary_handle": "hansen_loss__event" + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/gt/B.json b/data/source_assets/multi_hazard/deforestation/000027/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..6e56af1525f8541727b107e439990171ce980f14 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/gt/B.json @@ -0,0 +1,46 @@ +{ + "answer": { + "class": "none", + "dominant_fraction": 0.693735 + }, + "case_id": "deforestation__000027__B", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 82.63, + "mean_value": 0.364993, + "pixel_count": 44 + }, + "minor": { + "area_ha": 148.356, + "mean_value": 0.212957, + "pixel_count": 79 + }, + "none": { + "area_ha": 561.495, + "mean_value": 0.03827, + "pixel_count": 299 + }, + "severe": { + "area_ha": 16.902, + "mean_value": 0.613928, + "pixel_count": 9 + } + }, + "dominant_class": "none", + "mask_pixel_count": 431 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/gt/C.json b/data/source_assets/multi_hazard/deforestation/000027/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..4681e53a2b3f711222ea6295a0418cd0ba39d22f --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/gt/C.json @@ -0,0 +1,47 @@ +{ + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "case_id": "deforestation__000027__C", + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.239592, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.143133, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.973694, + "hansen_loss__tmf_loss": 0.972961, + "tmf_loss__radd_alerts": 0.990234 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:19Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/gt/D.json b/data/source_assets/multi_hazard/deforestation/000027/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..9f5bb06c55940500bf92364f6aafc0a95503ac4e --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/gt/D.json @@ -0,0 +1,37 @@ +{ + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 27.145 + }, + "case_id": "deforestation__000027__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 123, + "in_footprint": 5, + "nearest": { + "distance_m": 27.145, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 809.384, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 50.311 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:20Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/metadata.json b/data/source_assets/multi_hazard/deforestation/000027/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21d1201d2b1bcdcfe44be077c866acc4755bd1d8 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "deforestation__sample_000027", + "built_at": "2026-05-17T04:46:11Z", + "candidate_index": 27, + "domain": "deforestation", + "domain_label": "Deforestation", + "end_date": "2022-09-30", + "event_name": "Madre de Dios clearing AOI 27", + "geometry": { + "coordinates": [ + [ + [ + -69.45832792592068, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.713172560357812 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000027", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2022-06-01", + "target_date": "2022", + "window_label": "2022" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/osm/pois.geojson b/data/source_assets/multi_hazard/deforestation/000027/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..62114e690c761c35bb85395ee3e24c67b78ab02c --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/osm/pois.geojson @@ -0,0 +1,2345 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -69.3987252, + -12.6872862 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 47, + "name": "Schools OSM", + "osm_id": 4182204012, + "osm_type": "node", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3269, + -12.5941 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 104, + "name": "Instituci\u00f3n Educativa No. 52078", + "osm_id": 5492213533, + "osm_type": "node", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3917161, + -12.5775445 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 53, + "name": "Instituci\u00f3n Educativa 52117 San Jacinto", + "osm_id": 5492216621, + "osm_type": "node", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3488, + -12.6686 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 87, + "name": "Instituci\u00f3n Educativa No. 52030", + "osm_id": 5492251705, + "osm_type": "node", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3989987, + -12.6868588 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 47, + "name": "Instituci\u00f3n Educativa 52035 San Bernardo", + "osm_id": 5492253048, + "osm_type": "node", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.399, + -12.6869 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 47, + "name": "Instituci\u00f3n Educativa San Bernardo", + "osm_id": 5492253050, + "osm_type": "node", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4469, + -12.7046 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 9, + "name": "Instituci\u00f3n Educativa No. 52038", + "osm_id": 5492253798, + "osm_type": "node", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3172486, + -12.5710353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 110965668, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.2940923, + -12.6505121 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Interoce\u00e1nica Sur", + "osm_id": 159003517, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3692908, + -12.6312771 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 226563914, + "osm_type": "way", + "row": 62 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4141567, + -12.688109 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 226594684, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3573559, + -12.7026221 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 226594698, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4454362, + -12.6301602 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 226594699, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3155025, + -12.6771495 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 226594706, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4078032, + -12.7130269 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 226594711, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4387557, + -12.6696332 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Highways OSM", + "osm_id": 226594713, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3539241, + -12.69294 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 226594723, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3225478, + -12.6644321 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 226594729, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3369859, + -12.7247805 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 226594738, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3090175, + -12.6074032 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 226912509, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.2998879, + -12.592809 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "Highways OSM", + "osm_id": 226912520, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.2975391, + -12.6115048 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 227802285, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4367735, + -12.7174067 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 302699222, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3691832, + -12.6793124 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 529552608, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3571493, + -12.5808639 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 569443595, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3508418, + -12.580567 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 569443601, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3488899, + -12.5791081 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 569443604, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3352584, + -12.5989044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 569447252, + "osm_type": "way", + "row": 36 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4454997, + -12.7115136 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Interoce\u00e1nica Sur", + "osm_id": 876521033, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3897928, + -12.71518 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 876522135, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4455732, + -12.7047049 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 889083225, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4461228, + -12.7041091 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 889083226, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4561876, + -12.7043683 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Highways OSM", + "osm_id": 1022125089, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3144099, + -12.6036668 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Highways OSM", + "osm_id": 1022125391, + "osm_type": "way", + "row": 40 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4116184, + -12.6891221 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 1026591911, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4124714, + -12.689527 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 1026591912, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4246097, + -12.6991845 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Highways OSM", + "osm_id": 1026591913, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4180436, + -12.6981187 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 1026591914, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4208562, + -12.69446 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 1026591915, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.42083, + -12.6904849 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 1026591916, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4090122, + -12.6913612 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 1026592283, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4155699, + -12.6838482 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 1026592284, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.414137, + -12.6834491 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 1026592285, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.414137, + -12.6833759 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 1026592286, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4149336, + -12.6834858 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 1026592287, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4156609, + -12.683503 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 1026592288, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3166455, + -12.6014597 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 1028279437, + "osm_type": "way", + "row": 38 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3189203, + -12.6016803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 1028279463, + "osm_type": "way", + "row": 39 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3591943, + -12.6890428 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 1028579002, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.35857, + -12.6882598 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 1028579003, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4384605, + -12.7004605 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Highways OSM", + "osm_id": 1029483801, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3429455, + -12.664757 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 1029484345, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3467016, + -12.6695657 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 1029486069, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3473329, + -12.6695138 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 1029486070, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3475805, + -12.6702028 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 1029486071, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3480737, + -12.6700913 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 1029486072, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.34782, + -12.6697827 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 1029486073, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3472407, + -12.6699692 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 1029486074, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3464803, + -12.6738944 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 1029486318, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3492745, + -12.6775077 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 1029486678, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3492723, + -12.6797473 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 1029486679, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3204662, + -12.6650199 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 1030583973, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3204863, + -12.6648105 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 1030583974, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3207552, + -12.664647 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 1030583975, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3213231, + -12.6648379 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 1030583976, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3201138, + -12.6547492 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 1030593878, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3189984, + -12.6541528 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 1030593879, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3062558, + -12.6525806 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 1030593880, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.305063, + -12.6540965 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 1030593881, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3064189, + -12.6493761 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 1030593882, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3010403, + -12.6533291 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Highways OSM", + "osm_id": 1030593884, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3050256, + -12.6483874 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 1030593885, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3034028, + -12.6528066 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 1030593886, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3032404, + -12.6535411 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 1030593887, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3030774, + -12.653484 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 1030593888, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3090486, + -12.6504818 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 1030593889, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3128608, + -12.6559232 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 1030593890, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3081174, + -12.6649742 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 1030593891, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3102913, + -12.6651076 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 1030593892, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3084741, + -12.6658737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 1030593893, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3074615, + -12.6650383 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Highways OSM", + "osm_id": 1030593894, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3066524, + -12.6629336 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Highways OSM", + "osm_id": 1030593895, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3126335, + -12.6611867 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 1030593896, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3124384, + -12.6620012 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 1030593897, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3130036, + -12.661663 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 1030593898, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3135897, + -12.6613866 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 1030593899, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3111616, + -12.667487 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 1030593900, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3109954, + -12.6677703 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 1030593901, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3130821, + -12.6644749 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 1030593902, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.312858, + -12.6628266 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 1030593903, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3808686, + -12.6833863 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 1032445010, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3802331, + -12.6849749 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 1032445011, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3797196, + -12.6853535 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 1032445012, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4309938, + -12.6980543 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 1032783358, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4299366, + -12.7009074 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 1032783359, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3720022, + -12.7013967 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 1033095863, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3724107, + -12.6941622 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 1033095864, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3747144, + -12.6870464 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 1033095865, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3262072, + -12.7043099 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 1033097793, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3235679, + -12.6860091 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 1033097794, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4346761, + -12.7027096 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 1033656760, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3537549, + -12.7001293 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 1033696853, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3589022, + -12.7020432 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 1033696854, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3680586, + -12.6983059 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 1033696855, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4263973, + -12.7012179 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Highways OSM", + "osm_id": 1034659565, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4063021, + -12.6903919 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 1047746772, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4068932, + -12.6933628 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 1077598944, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4081938, + -12.6898946 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 1077598948, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4005676, + -12.6896154 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 1077599838, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4004073, + -12.6892608 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 1077599839, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3999489, + -12.6890849 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 1077599840, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4000317, + -12.6894044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 1077599841, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3993898, + -12.689455 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 1077599842, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3981294, + -12.6917403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 1077599843, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3983138, + -12.6912159 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 1077599844, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3991128, + -12.6899032 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 1077599845, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3997266, + -12.6901551 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 1077599846, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3991895, + -12.6905159 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 1077599847, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3982053, + -12.692678 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 1077599848, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4013006, + -12.6900328 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 1077601142, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4016767, + -12.6893532 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 1077601143, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4013278, + -12.6965649 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 1077601149, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4001643, + -12.6867339 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 1078344164, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3945453, + -12.6867698 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 1078344165, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3948042, + -12.6861615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 1078344166, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3963613, + -12.6867125 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 1078344167, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3960682, + -12.6866056 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 1078344168, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.4008113, + -12.6890118 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 1082117120, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3999377, + -12.68819 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 1082117121, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -69.3997177, + -12.6878034 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 1082117122, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/deforestation/000027/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..8b58ac29ad5e5d013c2e47a7fd29206c2821b1cb --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dc65f0dab453b1c49d627adf3570a0b115a69a49d52ea18d6cfc3fc8f4503f7 +size 43582 diff --git a/data/source_assets/multi_hazard/deforestation/000027/panels/exposure_overlay.png b/data/source_assets/multi_hazard/deforestation/000027/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..9571925a940600c633d35379d5bd03117697e846 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60e3c071a8769c5f02f492055a75a44408dadba82ef67cc97a9a1b75cf5d25a1 +size 106400 diff --git a/data/source_assets/multi_hazard/deforestation/000027/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/deforestation/000027/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..7e03418b3fab4742dd5c400c4b03bbb6bd6d9c7c --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd33751f9cd59e044a7f6ad43be3c7f2391c73c5c3c46c72e1e048b1b3dc169b +size 167426 diff --git a/data/source_assets/multi_hazard/deforestation/000027/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/deforestation/000027/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..33360e228ca29d4beaaeca216c21825ee870f1af --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5700cd7cc386104cd2ff00d703d58d83d9e0d680d748f7407046e48267fd46f +size 331680 diff --git a/data/source_assets/multi_hazard/deforestation/000027/quality_report.json b/data/source_assets/multi_hazard/deforestation/000027/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..353e81cd09b0630cbeddba9367cd3861c22f4bdf --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/quality_report.json @@ -0,0 +1,20 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:27Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "deforestation", + "gapfilled_layers": [ + "hansen_loss__event" + ], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:05Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 41.094970703125, + "sample_id": "sample_000027", + "scene_coverage_min": 1.0, + "source_count": 6, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/questions/A.json b/data/source_assets/multi_hazard/deforestation/000027/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..86e0c84777483cb7122f8e9dfe09aa91d5283592 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/questions/A.json @@ -0,0 +1,41 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "deforestation__000027__A", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "units": "string", + "value": "float" + }, + "evidence": { + "primary_area_ha": "float", + "primary_handle": "string" + }, + "status": "string" + }, + "family": "A", + "question_text": "Using the declared binary Hansen Global Forest Change event mask, compute the AOI area whose loss year equals 2022. Treat finite value 1 as 2022 loss and 0 as valid no-2022-loss, exclude declared nodata, sum grid-aware WGS84 ellipsoidal cell areas, and report hectares rounded to three decimals.", + "sample_id": "deforestation__000027", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "measurement_contract": { + "version": "hansen_2022_binary_grid_area_v1", + "source_handle": "hansen_loss__event", + "source_product": "UMD Hansen Global Forest Change 2025 v1.13 loss-year band", + "event_year": 2022, + "mask_values": "finite binary 0=no 2022 loss, 1=loss year 2022", + "nodata_rule": "exclude declared nodata and non-finite pixels", + "area_rule": "WGS84 ellipsoidal cell area for geographic grids; affine determinant for projected grids", + "rounding": "three decimals in hectares" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/questions/B.json b/data/source_assets/multi_hazard/deforestation/000027/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..ba20c3e85af099e188e8bd9be137970d6286471a --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "hansen_loss__event", + "ndvi_change" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "deforestation__000027__B", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "analysis_scope": "string", + "by_class": { + "major": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "minor": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "none": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "severe": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + } + }, + "dominant_class": "string", + "mask_pixel_count": "int" + }, + "status": "string" + }, + "family": "B", + "question_text": "Inside the declared binary Hansen 2022 loss footprint, classify every finite Sentinel-2 NDVI drop (pre minus post) using half-open bins: none [-10,0.15), minor [0.15,0.30), major [0.30,0.50), and severe [0.50,10). Return the pixel-count-dominant class and its fraction; break an exact tie by the stated class order.", + "sample_id": "deforestation__000027", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "hansen_masked_s2_ndvi_drop_v1", + "value_handle": "ndvi_change", + "value_formula": "Sentinel-2 NDVI pre minus post", + "mask_handle": "hansen_loss__event", + "analysis_population": "finite NDVI-change pixels where the finite Hansen mask equals 1", + "intervals": { + "none": [ + -10.0, + 0.15 + ], + "minor": [ + 0.15, + 0.3 + ], + "major": [ + 0.3, + 0.5 + ], + "severe": [ + 0.5, + 10.0 + ] + }, + "interval_boundary": "lower inclusive, upper exclusive", + "dominance": "largest pixel count", + "tie_break": "first class in none, minor, major, severe order", + "area_rule": "grid-aware area of class pixels" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/questions/C.json b/data/source_assets/multi_hazard/deforestation/000027/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..859b9fc688581afedb3832d774d930f695e48745 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "deforestation__000027__C", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float", + "score_contract": "string", + "per_source_area_ha": { + "hansen_loss": "float", + "tmf_loss": "float", + "radd_alerts": "float" + }, + "pairwise_pct_delta": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_iou": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_state_agreement": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_categorical_kappa": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + } + } + }, + "family": "C", + "question_text": "Compare the declared Hansen 2022 loss mask, JRC TMF 2022 annual-loss mask, and RADD 2022-06-01 through 2022-09-30 alert mask (low or high confidence). Compute grid-aware source areas and symmetric pairwise differences |A-B|/((A+B)/2)*100, using 0 when both areas are zero. The sources agree when the median of the three differences is <=25.0%. Return the decision, bounded score max(0,100-median), all source areas, and pairwise percent/IoU/state-agreement/kappa evidence.", + "sample_id": "deforestation__000027", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "deforestation_area_agreement_v2", + "source_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "source_masks": { + "hansen_loss__event": "finite binary 1 where loss year equals 2022", + "tmf_loss__event": "finite binary 1 where Dec2022 is deforested and Dec2021 is not", + "radd_alerts__event": "0=no event-window alert, 1=low confidence, 2=high confidence; values >0 are alert" + }, + "area_rule": "grid-aware WGS84 ellipsoidal or projected affine-determinant cell areas", + "pairwise_delta_formula": "abs(A-B) / ((A+B)/2) * 100; 0 when A=B=0", + "aggregate": "median of three unrounded pairwise percent differences", + "agreement_rule": "median_pct_delta <= 25.0", + "score_rule": "max(0, 100 - median_pct_delta)", + "spatial_diagnostics": "common-valid cells on exactly co-registered grids; diagnostics do not alter the area verdict", + "rounding": "compute from unrounded areas; emit area/percent/score to three decimals" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/questions/D.json b/data/source_assets/multi_hazard/deforestation/000027/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..fe9bc09ed1ef5ad31d247c4b000cccd1ab32e7f1 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/questions/D.json @@ -0,0 +1,59 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "deforestation__000027__D", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "nearest_highway_representative_distance_m": "float", + "availability_status": "string" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "highways": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "Using the declared binary Hansen 2022 forest-loss footprint and cached OSM highway features, find the nearest distinct feature representative point to any positive loss-raster cell center in a local azimuthal-equidistant metric projection. Use exact GeoJSON geometry, not cached row/column hints. Return the distance or an explicit null when no highway representative is cached, plus the 5,000 m context count, in-footprint count, nearest name, footprint area, and WorldPop footprint sum.", + "sample_id": "deforestation__000027", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "deforestation_nearest_highway_representative_v2", + "footprint_handle": "hansen_loss__event", + "asset_category": "highways", + "asset_unit": "one representative point per distinct cached OSM feature", + "coordinate_authority": "GeoJSON geometry in EPSG:4326; row/col properties are non-authoritative", + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "context_buffer_m": 5000, + "context_buffer_boundary": "inclusive", + "no_cached_feature_rule": "null distance/name, zero counts, availability_status=no_cached_highway_representative", + "in_footprint_rule": "transform representative geometry to raster CRS and locate it with the raster affine transform", + "population_rule": "sum non-negative WorldPop people-per-pixel values on the exactly co-registered footprint grid" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/forest_mask__pre.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/forest_mask__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..9e7bd77440644f831d43a3ca144d665c21f71a19 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/forest_mask__pre.json @@ -0,0 +1,23 @@ +{ + "acquisition_dates": [ + "2000" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:27Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/forest_mask__pre.tif", + "handle": "forest_mask__pre", + "modality": "forest_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "bc630991173418fa3c62a1ba5f598ff3620c8de70be0e152e997f08ef437c51c", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 treecover2000>30", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/forest_mask__pre.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/forest_mask__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..ac57fcbee9319cdeb1620fc2c46adce52983e4c3 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/forest_mask__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..c9a583597304a438fa950bde29480eb48c0b961e --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.json @@ -0,0 +1,25 @@ +{ + "acquisition_dates": [ + "2022" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "gap_fill_method": "masked binary pixels filled as 0 from the live product mask", + "gap_fill_value": 0.0, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 41.094970703125, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "74f9d0a1c206c83a06cd1d2bfaa7dbd8885b1d9126bd1a8d95550cc7e80c8571", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..80527f7772332cd14b2125cdebfe97ed8a9ba93f Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.json new file mode 100644 index 0000000000000000000000000000000000000000..e379b2041ebb2507b4f700545f685c1b5ddbd6ee --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.json @@ -0,0 +1,24 @@ +{ + "constant": false, + "derived_from": [ + "s2_ndvi__pre", + "s2_ndvi__post" + ], + "formula": "s2_ndvi_pre - s2_ndvi_post", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "maximum": 0.6624789834022522, + "minimum": -0.49083390831947327, + "modality": "s2_ndvi_change", + "scale_m": 10, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "c4107cc37fa70bcc471e858f048886643243bf0251e34953adf7e2fdb344b849", + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.tif new file mode 100644 index 0000000000000000000000000000000000000000..08919bda30e57a0b29efdaf99f4ac51aa83b847b Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.json new file mode 100644 index 0000000000000000000000000000000000000000..09aac96e2788b58d035f04487bcfc0348cb2a0d4 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": true, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 1344, + "constant": true, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 0.0, + "mean": 0.0, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000027/rasters/radd_alerts__event.tif", + "resampling": "max", + "sha256": "d36b3a5a544b024d86776c9754c2b86e150a580680c16360ae8cd31123e59823", + "units": "confidence_class_1_low_2_high", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -69.45832792592068, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.713172560357812 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "10S_070W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "license": "CC BY 4.0", + "maximum": 0.0, + "minimum": 0.0, + "modality": "radd_alert_confidence", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "d36b3a5a544b024d86776c9754c2b86e150a580680c16360ae8cd31123e59823", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ], + "units": "encoded alert date and confidence class", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..ad2a946648e31a6df2a5b0ca35feed092ca6636b Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event_binary.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event_binary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec38e99ac9142b08855a6adfc3d82c41c59a8689 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event_binary.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": true, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 1321, + "constant": true, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 0.0, + "mean": 0.0, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000027/rasters/radd_alerts__event_binary.tif", + "resampling": "max", + "sha256": "7fe5da1bdd6579489d33d5e5d28811bd13457e55ef78e936711ac383ddfc3af1", + "units": "binary", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -69.45832792592068, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.713172560357812 + ], + [ + -69.29832792592069, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.553172560357812 + ], + [ + -69.45832792592068, + -12.713172560357812 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "10S_070W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event_binary.tif", + "handle": "radd_alerts__event_binary", + "license": "CC BY 4.0", + "maximum": 0.0, + "minimum": 0.0, + "modality": "radd_event_window_mask", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "7fe5da1bdd6579489d33d5e5d28811bd13457e55ef78e936711ac383ddfc3af1", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ], + "units": "binary", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event_binary.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event_binary.tif new file mode 100644 index 0000000000000000000000000000000000000000..e2f60e1a54dcd6fa38248ec9ce5433204af4adbe Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event_binary.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__post.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__post.json new file mode 100644 index 0000000000000000000000000000000000000000..31e4355df5a7147bec5b54a2dd94a52bedb13f15 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__post.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2022-06-01", + "2022-09-30" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:23Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__post.tif", + "handle": "s2_ndvi__post", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "f144808324b0556a8a454263a0f3a9bcd2047de48127c65731fdef95984868aa", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__post.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__post.tif new file mode 100644 index 0000000000000000000000000000000000000000..409f03d4eb9b5436d4433f345cdb7bc058e73378 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__post.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__pre.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..8ae387aafc41e35ab0fd4c903010aa712b1a6316 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__pre.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2021-12-03", + "2022-06-01" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:21Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__pre.tif", + "handle": "s2_ndvi__pre", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "b9821678acf8dc90ae3dca10201be65ad12c25f524676dfea60542ad22409345", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__pre.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..97d20d9dc1dfc8643dd80aa3acf26d6faa836597 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/s2_ndvi__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.json b/data/source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..5adc6ff3f06d13a662a3f7b68cc2a4d08e2c80d5 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.json @@ -0,0 +1,46 @@ +{ + "bands": [ + "Dec2021", + "Dec2022" + ], + "citation_url": "https://forobs.jrc.ec.europa.eu/TMF/data", + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812, + 0.0, + 0.0, + 1.0 + ] + }, + "event_year": 2022, + "formula": "Dec2022 == deforested(3) and Dec2021 != deforested(3)", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "maximum": 1.0, + "minimum": 0.0, + "modality": "annual_forest_loss_mask", + "provider": "European Commission Joint Research Centre", + "scale_m": 30, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "79bfe57f5abb7cf129f53b10ec095a16e7d6a5d8c5d9c3efeabf0fa419f55f47", + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary", + "upstream_identifier": "projects/JRC/TMF/v1_2023/AnnualChanges", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..f94a86838d684ecf0e15ab45de9fc22766fec2d9 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/tabular/worldpop.json b/data/source_assets/multi_hazard/deforestation/000027/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..25944f1ec9f7ddcd3c3939a37f015fbbfdebdce2 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 0.980043351650238, + "minimum": 0.025161797180771828, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "a19bcaa83b40feb93b8d4eac0900d5a76c037202f5e244bd25ab9ad6c312d09d", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.97674560546875, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/tabular/worldpop.tif b/data/source_assets/multi_hazard/deforestation/000027/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..94b5703ee28aad1b59dce31a9a375ebe4815b082 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000027/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000027/trajectories/A.json b/data/source_assets/multi_hazard/deforestation/000027/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..85d5db37f0a7be32488c49f6fd10175d8b151fb3 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/trajectories/A.json @@ -0,0 +1,211 @@ +{ + "aoi_id": "deforestation__000027", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000027", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000027", + "handles": [ + "hansen_loss__event" + ], + "metric": "area_agreement" + }, + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000027", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + } + }, + "median_area_ha": 809.384, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 809.384, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "units": "ha", + "value": 809.384 + }, + "aoi_id": "deforestation__000027", + "evidence": { + "primary_area_ha": 809.384, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "units": "ha", + "value": 809.384 + }, + "evidence": { + "primary_area_ha": 809.384, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000027__A", + "final": { + "answer": { + "units": "ha", + "value": 809.384 + }, + "evidence": { + "primary_area_ha": 809.384, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000027", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + } + }, + "median_area_ha": 809.384, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 809.384, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "step": 2, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/trajectories/B.json b/data/source_assets/multi_hazard/deforestation/000027/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..72ef8e501359a79ea54dabb84c56e6dc03259446 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/trajectories/B.json @@ -0,0 +1,266 @@ +{ + "aoi_id": "deforestation__000027", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000027", + "handle": "ndvi_change" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000027", + "by_class": "@NDVI_change", + "handle": "ndvi_change", + "mask_layer": "hansen_loss__event" + }, + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000027", + "by_class": { + "major": { + "area_ha": 82.63, + "mean_value": 0.364993, + "pixel_count": 44 + }, + "minor": { + "area_ha": 148.356, + "mean_value": 0.212957, + "pixel_count": 79 + }, + "none": { + "area_ha": 561.495, + "mean_value": 0.03827, + "pixel_count": 299 + }, + "severe": { + "area_ha": 16.902, + "mean_value": 0.613928, + "pixel_count": 9 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 431, + "max": 0.654427, + "mean": 0.115664, + "median": 0.078532, + "min": -0.240935, + "modality": "s2_ndvi_change", + "n_valid_pixels": 431, + "nan_pct": 97.369385, + "percentiles": { + "p05": -0.059216, + "p50": 0.078532, + "p95": 0.389197 + }, + "pixel_area_m2": 18779.321, + "std": 0.143808, + "units": "index" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "none", + "dominant_fraction": 0.693735 + }, + "aoi_id": "deforestation__000027", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 82.63, + "mean_value": 0.364993, + "pixel_count": 44 + }, + "minor": { + "area_ha": 148.356, + "mean_value": 0.212957, + "pixel_count": 79 + }, + "none": { + "area_ha": 561.495, + "mean_value": 0.03827, + "pixel_count": 299 + }, + "severe": { + "area_ha": 16.902, + "mean_value": 0.613928, + "pixel_count": 9 + } + }, + "dominant_class": "none", + "mask_pixel_count": 431 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "none", + "dominant_fraction": 0.693735 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 82.63, + "mean_value": 0.364993, + "pixel_count": 44 + }, + "minor": { + "area_ha": 148.356, + "mean_value": 0.212957, + "pixel_count": 79 + }, + "none": { + "area_ha": 561.495, + "mean_value": 0.03827, + "pixel_count": 299 + }, + "severe": { + "area_ha": 16.902, + "mean_value": 0.613928, + "pixel_count": 9 + } + }, + "dominant_class": "none", + "mask_pixel_count": 431 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000027__B", + "final": { + "answer": { + "class": "none", + "dominant_fraction": 0.693735 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 82.63, + "mean_value": 0.364993, + "pixel_count": 44 + }, + "minor": { + "area_ha": 148.356, + "mean_value": 0.212957, + "pixel_count": 79 + }, + "none": { + "area_ha": 561.495, + "mean_value": 0.03827, + "pixel_count": 299 + }, + "severe": { + "area_ha": 16.902, + "mean_value": 0.613928, + "pixel_count": 9 + } + }, + "dominant_class": "none", + "mask_pixel_count": 431 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000027", + "by_class": { + "major": { + "area_ha": 82.63, + "mean_value": 0.364993, + "pixel_count": 44 + }, + "minor": { + "area_ha": 148.356, + "mean_value": 0.212957, + "pixel_count": 79 + }, + "none": { + "area_ha": 561.495, + "mean_value": 0.03827, + "pixel_count": 299 + }, + "severe": { + "area_ha": 16.902, + "mean_value": 0.613928, + "pixel_count": 9 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 431, + "max": 0.654427, + "mean": 0.115664, + "median": 0.078532, + "min": -0.240935, + "modality": "s2_ndvi_change", + "n_valid_pixels": 431, + "nan_pct": 97.369385, + "percentiles": { + "p05": -0.059216, + "p50": 0.078532, + "p95": 0.389197 + }, + "pixel_area_m2": 18779.321, + "std": 0.143808, + "units": "index" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/trajectories/C.json b/data/source_assets/multi_hazard/deforestation/000027/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..ba2dc5d152c980d45a42daa93a7fb163cf15af9b --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/trajectories/C.json @@ -0,0 +1,542 @@ +{ + "aoi_id": "deforestation__000027", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000027", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000027", + "handle": "tmf_loss__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000027", + "handle": "radd_alerts__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000027", + "handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "maximum_median_pct_delta": 25.0, + "metric": "area_agreement" + }, + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000027", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + } + }, + "median_area_ha": 300.476, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.239592, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": null, + "hansen_loss__tmf_loss": 0.270658, + "tmf_loss__radd_alerts": null + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.143133, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 200.0, + "hansen_loss__tmf_loss": 91.707, + "tmf_loss__radd_alerts": 200.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.973694, + "hansen_loss__tmf_loss": 0.972961, + "tmf_loss__radd_alerts": 0.990234 + }, + "per_source": { + "hansen_loss": { + "area_ha": 809.384, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 0.0, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 300.476, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [ + "hansen_loss__radd_alerts", + "tmf_loss__radd_alerts" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "aoi_id": "deforestation__000027", + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.239592, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.143133, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.973694, + "hansen_loss__tmf_loss": 0.972961, + "tmf_loss__radd_alerts": 0.990234 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.239592, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.143133, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.973694, + "hansen_loss__tmf_loss": 0.972961, + "tmf_loss__radd_alerts": 0.990234 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000027__C", + "final": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 300.476, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.239592, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.143133, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.973694, + "hansen_loss__tmf_loss": 0.972961, + "tmf_loss__radd_alerts": 0.990234 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000027", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -69.45832792592068, + 0.0, + -0.0012500000000000011, + -12.553172560357812 + ] + } + }, + "median_area_ha": 300.476, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.239592, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": null, + "hansen_loss__tmf_loss": 0.270658, + "tmf_loss__radd_alerts": null + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.0, + "hansen_loss__tmf_loss": 0.143133, + "tmf_loss__radd_alerts": 0.0 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 200.0, + "hansen_loss__tmf_loss": 91.707, + "tmf_loss__radd_alerts": 200.0 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.973694, + "hansen_loss__tmf_loss": 0.972961, + "tmf_loss__radd_alerts": 0.990234 + }, + "per_source": { + "hansen_loss": { + "area_ha": 809.384, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 0.0, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 300.476, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [ + "hansen_loss__radd_alerts", + "tmf_loss__radd_alerts" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "hansen_loss" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000027/trajectories/D.json b/data/source_assets/multi_hazard/deforestation/000027/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..b3eb29e0cd97b1db2dbdc1701d307c34575becad --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000027/trajectories/D.json @@ -0,0 +1,194 @@ +{ + "aoi_id": "deforestation__000027", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000027", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000027", + "asset_types": [ + "highways" + ], + "buffer_m": 5000, + "footprint_handle": "hansen_loss__event" + }, + "output": { + "aoi_id": "deforestation__000027", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 123, + "in_footprint": 5, + "nearest": { + "distance_m": 27.145, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 809.384, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 1741.048, + "population_within_footprint": 50.311 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 27.145 + }, + "aoi_id": "deforestation__000027", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 123, + "in_footprint": 5, + "nearest": { + "distance_m": 27.145, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 809.384, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 50.311 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 27.145 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 123, + "in_footprint": 5, + "nearest": { + "distance_m": 27.145, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 809.384, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 50.311 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000027__D", + "final": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 27.145 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 123, + "in_footprint": 5, + "nearest": { + "distance_m": 27.145, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 809.384, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 50.311 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000027", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:15Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000027/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "deforestation__000027", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 123, + "in_footprint": 5, + "nearest": { + "distance_m": 27.145, + "name": "Highways OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 809.384, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 1741.048, + "population_within_footprint": 50.311 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/aoi.geojson b/data/source_assets/multi_hazard/deforestation/000029/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..ea80229a7242f79c18ea5a64afa40a9fa5237284 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -52.364195823367076, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.2729109703848285 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/available_handles.json b/data/source_assets/multi_hazard/deforestation/000029/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..c014ec575fe4e0161035b901cbfb5c30d3efdb2d --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/available_handles.json @@ -0,0 +1,26 @@ +{ + "baselines_available": [], + "domain": "deforestation", + "handles": [ + "forest_mask__pre", + "hansen_loss__event", + "ndvi_change", + "radd_alerts__event", + "radd_alerts__event_binary", + "s2_ndvi__post", + "s2_ndvi__pre", + "tmf_loss__event" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "deforestation__000029", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/gt/A.json b/data/source_assets/multi_hazard/deforestation/000029/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..44185c076846e4924008ca11c1b6d87049f8cea6 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/gt/A.json @@ -0,0 +1,23 @@ +{ + "answer": { + "units": "ha", + "value": 257.335 + }, + "case_id": "deforestation__000029__A", + "evidence": { + "primary_area_ha": 257.335, + "primary_handle": "hansen_loss__event" + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:20Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/gt/B.json b/data/source_assets/multi_hazard/deforestation/000029/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..3d25c18fdca9939acae3b7fc68a83cc174ace3e2 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/gt/B.json @@ -0,0 +1,46 @@ +{ + "answer": { + "class": "none", + "dominant_fraction": 0.940299 + }, + "case_id": "deforestation__000029__B", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 15.363, + "mean_value": 0.232794, + "pixel_count": 8 + }, + "none": { + "area_ha": 241.972, + "mean_value": -0.158557, + "pixel_count": 126 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 134 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:20Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/gt/C.json b/data/source_assets/multi_hazard/deforestation/000029/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..0b14ca662b84a65ddd6a70f2f84a74a1fa5cfd5f --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/gt/C.json @@ -0,0 +1,47 @@ +{ + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "case_id": "deforestation__000029__C", + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.115897, + "hansen_loss__tmf_loss": 0.118503, + "tmf_loss__radd_alerts": 0.138296 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.065217, + "hansen_loss__tmf_loss": 0.064516, + "tmf_loss__radd_alerts": 0.075758 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.986877, + "hansen_loss__tmf_loss": 0.99115, + "tmf_loss__radd_alerts": 0.992554 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:20Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/gt/D.json b/data/source_assets/multi_hazard/deforestation/000029/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..7485c8a9eeac81850a36defaf0e8a35c29318835 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/gt/D.json @@ -0,0 +1,37 @@ +{ + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 148.826 + }, + "case_id": "deforestation__000029__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 244, + "in_footprint": 0, + "nearest": { + "distance_m": 148.826, + "name": "Passagem Sete" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 257.335, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36.681 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:20Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/metadata.json b/data/source_assets/multi_hazard/deforestation/000029/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7472756f9992afd8f60655fc0c15e10298c68349 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "deforestation__sample_000029", + "built_at": "2026-05-17T04:46:15Z", + "candidate_index": 29, + "domain": "deforestation", + "domain_label": "Deforestation", + "end_date": "2022-09-30", + "event_name": "Para clearing AOI 29", + "geometry": { + "coordinates": [ + [ + [ + -52.364195823367076, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.2729109703848285 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000029", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2022-06-01", + "target_date": "2022", + "window_label": "2022" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/osm/pois.geojson b/data/source_assets/multi_hazard/deforestation/000029/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..8005fa9b8d1e74a6819cc0eb748e284caa951088 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -52.2387159, + -3.210904 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 100, + "name": "Schools OSM", + "osm_id": 5153713849, + "osm_type": "node", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2242901, + -3.2090536 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 111, + "name": "UPA24h", + "osm_id": 5978936785, + "osm_type": "node", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2082951, + -3.2069516 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 124, + "name": "EMEF Prof Ant\u00f4nio Gondin Lins", + "osm_id": 8619428888, + "osm_type": "node", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2101475, + -3.1875179 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 122, + "name": "EMEF Jo\u00e3o Rodrigues'", + "osm_id": 8619541026, + "osm_type": "node", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2234142, + -3.2188209 + ], + "type": "Point" + }, + "properties": { + "category": "police_stations", + "col": 112, + "name": "Pol\u00edcia Federal do Brasil", + "osm_id": 9579609581, + "osm_type": "node", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2244892, + -3.2090319 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 111, + "name": "UPA - Unidade de Pronto Atendimento", + "osm_id": 13808351701, + "osm_type": "node", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2259172, + -3.2239489 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Acesso Quatro", + "osm_id": 43589063, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2121354, + -3.2104911 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Travessa Pedro Gomes", + "osm_id": 285224181, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2043589, + -3.1880795 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Rodovia Transamaz\u00f4nica", + "osm_id": 285231383, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2128764, + -3.2066061 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Avenida Djalma Dutra", + "osm_id": 308748180, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2326053, + -3.2126453 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Avenida Perimetral", + "osm_id": 308749129, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2208058, + -3.2173215 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Avenida Tancredo Neves", + "osm_id": 308749574, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2329044, + -3.2128759 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 308750378, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2146855, + -3.2111068 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Avenida Jo\u00e3o Rodrigues", + "osm_id": 308750532, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2168431, + -3.2097589 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Avenida Jo\u00e3o Rodrigues", + "osm_id": 308750583, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2148411, + -3.2099225 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Rua dos Imigrantes", + "osm_id": 308751358, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2251808, + -3.2221364 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Avenida Tancredo Neves", + "osm_id": 308751359, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2175097, + -3.2068185 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Rua Intendente Floriano", + "osm_id": 308751726, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2216778, + -3.2083813 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Rua Maring\u00e1", + "osm_id": 308751959, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2223985, + -3.2062342 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Travessa Niter\u00f3i", + "osm_id": 308752252, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.221473, + -3.2076402 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Travessa Florian\u00f3polis", + "osm_id": 308752253, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2218655, + -3.2079803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Travessa Porto Alegre", + "osm_id": 308752343, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2202674, + -3.2091118 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Travessa Presidente Ernesto Geisel", + "osm_id": 308752438, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2224103, + -3.208289 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Rua Londrina", + "osm_id": 308752723, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2234308, + -3.2090129 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Rua Mar\u00edlia", + "osm_id": 308752899, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2230189, + -3.2092754 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Rua Uberaba", + "osm_id": 308753599, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2242879, + -3.209205 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Uberl\u00e2ndia", + "osm_id": 308754742, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2240868, + -3.2080664 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Curitiba", + "osm_id": 308754891, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2239354, + -3.209168 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Travessa Campinas", + "osm_id": 308755211, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2249519, + -3.208372 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Santa Maria", + "osm_id": 308756538, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2251731, + -3.2095104 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Curitiba", + "osm_id": 308756967, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.225637, + -3.2092401 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Par\u00e1", + "osm_id": 308756969, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2257484, + -3.2084123 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua S\u00e3o Paulo", + "osm_id": 308756971, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2231, + -3.2121607 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Acesso Dois", + "osm_id": 308758443, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2201353, + -3.2142264 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Acesso 2", + "osm_id": 308758609, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2178792, + -3.2157986 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Acesso Dois", + "osm_id": 308758611, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2232544, + -3.2102944 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Travessa Campinas", + "osm_id": 308771713, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2216414, + -3.2103379 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 308771751, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2190217, + -3.2067828 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Otaviano Santos", + "osm_id": 308771923, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2194873, + -3.2064774 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Ernesto Passarelli", + "osm_id": 308772098, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2203705, + -3.2058297 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Rua Lu\u00eds N\u00e9 da Silva", + "osm_id": 308772247, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2096298, + -3.2103513 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Avenida Jo\u00e3o Pessoa", + "osm_id": 308772375, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2128767, + -3.2076994 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Travessa Agr\u00e1rio Cavalcante", + "osm_id": 308772857, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2116149, + -3.2069543 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Travessa Dez de Novembro", + "osm_id": 308773136, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2142172, + -3.2023389 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Avenida Jader Barbalho", + "osm_id": 308773772, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2151206, + -3.2058318 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Rua Anchieta", + "osm_id": 308773774, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2159837, + -3.2060088 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Alameda Segunda", + "osm_id": 308773890, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2154153, + -3.2033913 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Acesso Oito", + "osm_id": 308774058, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2150038, + -3.2030361 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Acesso 9", + "osm_id": 308774060, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2145191, + -3.2027012 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Acesso Dez", + "osm_id": 308774062, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2136992, + -3.2029982 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Acesso Onze", + "osm_id": 308774063, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2133535, + -3.2025737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Acesso Doze", + "osm_id": 308774184, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.213561, + -3.2037881 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Travessa Coronel Tancredo", + "osm_id": 308774551, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2092704, + -3.2059398 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Travessa Lindolfo Aranha", + "osm_id": 308775455, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2186505, + -3.2167673 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Rua Tiradentes", + "osm_id": 308776144, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2131597, + -3.2086177 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Rua Sete de Setembro", + "osm_id": 308776297, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2110579, + -3.2030838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Alameda Perimetral", + "osm_id": 308777834, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2190434, + -3.2084457 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Caiap\u00f3", + "osm_id": 308791025, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2183009, + -3.2103475 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Via Oeste", + "osm_id": 308791088, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2175037, + -3.2108593 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Alameda Polivalente", + "osm_id": 308791108, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.219677, + -3.2113088 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Drag\u00e3o do Mar", + "osm_id": 308791389, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2185102, + -3.2118392 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Travessa Treze de Maio", + "osm_id": 308791451, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2183018, + -3.2106601 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Passagem Galv\u00e3o", + "osm_id": 308791510, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2176778, + -3.2103029 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Passagem Palagi", + "osm_id": 308791511, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2191072, + -3.2121561 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Travessa das Palmeiras", + "osm_id": 308791512, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2186522, + -3.2139172 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 308791597, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2186152, + -3.2139357 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 308791598, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2159988, + -3.214011 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Rua Madre Tereza de Calcut\u00e1", + "osm_id": 308791980, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2155234, + -3.212085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 308792422, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2161714, + -3.2131022 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Travessa B\u00fafalo", + "osm_id": 308792423, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2162036, + -3.2145376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Travessa Bandeirante", + "osm_id": 308792844, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2163616, + -3.2185615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Rua Duque de Caxias", + "osm_id": 308792973, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2196823, + -3.2167445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua F", + "osm_id": 308793384, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2228039, + -3.2216733 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Rua Salim Mauad", + "osm_id": 308793385, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2181963, + -3.2147671 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Rua Dom Eurico", + "osm_id": 308793567, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.222234, + -3.211986 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Rua Beliza de Castro", + "osm_id": 308794388, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2217506, + -3.2116266 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Rua Arariunas", + "osm_id": 308794389, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2212112, + -3.2112834 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Rua dos Fazendeiros", + "osm_id": 308794390, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2205912, + -3.2108939 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Rua Coronel Jarbas Passarinho", + "osm_id": 308794391, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2203373, + -3.2103247 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Rua Caiap\u00f3", + "osm_id": 308794392, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2196669, + -3.2103107 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Xingu", + "osm_id": 308794393, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2213596, + -3.2109831 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Alameda Florentina", + "osm_id": 308794648, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2221035, + -3.2118487 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Travessa Presidente Ernesto Geisel", + "osm_id": 308794649, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2204673, + -3.2054477 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Highways OSM", + "osm_id": 308794827, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2210614, + -3.2058416 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Highways OSM", + "osm_id": 308794828, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2188103, + -3.204419 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Passagem Sete", + "osm_id": 308794949, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2169051, + -3.2040625 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Acesso Sete", + "osm_id": 308794991, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2142967, + -3.2037239 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Acesso Quartoze", + "osm_id": 308795053, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2325468, + -3.2305334 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Avenida Jo\u00e3o Paulo II", + "osm_id": 308924130, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2517395, + -3.2648663 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 308924333, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2484173, + -3.253374 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 308924336, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2494358, + -3.2541675 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 308924337, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2487378, + -3.2529363 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 308924350, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2208742, + -3.2222123 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Rua Jos\u00e9 Umbelino de Oliveira", + "osm_id": 331842476, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2179164, + -3.2035816 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Avenida Jader Barbalho", + "osm_id": 334716064, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2240406, + -3.207208 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Avenida Jader Barbalho", + "osm_id": 334716065, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2228521, + -3.21464 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Rua Gurup\u00e1", + "osm_id": 335631037, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.3524115, + -3.1790249 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Highways OSM", + "osm_id": 335753831, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2095647, + -3.2000366 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Avenida Jo\u00e3o Coelho", + "osm_id": 335756617, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2256038, + -3.1813598 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Estrada da Cachoerinha", + "osm_id": 335756618, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2374521, + -3.2007545 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Rodovia Transamaz\u00f4nica", + "osm_id": 397812373, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2372676, + -3.2002564 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Rodovia Transamaz\u00f4nica", + "osm_id": 397812374, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2277302, + -3.2240191 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 397815483, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2280929, + -3.2243639 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Avenida Jo\u00e3o Paulo II", + "osm_id": 397815484, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2274203, + -3.2235757 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Via Oeste", + "osm_id": 397815485, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2218364, + -3.2153535 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Via Oeste", + "osm_id": 397815486, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2283408, + -3.2231619 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Rua Paterno de Alencar Maia", + "osm_id": 397815487, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.228171, + -3.2156769 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Rua Acesso Tr\u00eas", + "osm_id": 397815488, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.223574, + -3.2196194 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Rua Jos\u00e9 Marcos Viterbino", + "osm_id": 397815489, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2240094, + -3.2200722 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Ot\u00e1vio Neri", + "osm_id": 397815490, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2231977, + -3.2206426 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Rua Ot\u00e1vio Neri", + "osm_id": 397815491, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2252186, + -3.2211857 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Raimundo Oliveira", + "osm_id": 397815492, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.228425, + -3.2237576 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Passagem 1", + "osm_id": 397815493, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2296895, + -3.2245625 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Passagem 2", + "osm_id": 397815494, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2337923, + -3.2313567 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua 10 de Agosto", + "osm_id": 397815495, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2360339, + -3.225056 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Avenida Dom Lorenzo", + "osm_id": 397815498, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2347936, + -3.2253528 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Passagem 7", + "osm_id": 397815500, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2339012, + -3.2259629 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Highways OSM", + "osm_id": 397815502, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2334599, + -3.2262732 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 397815503, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2330365, + -3.2265888 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Passagem 4", + "osm_id": 397815504, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.233193, + -3.2279739 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua Milton Melo", + "osm_id": 397815505, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2332239, + -3.2294214 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua Oliveira Neto", + "osm_id": 397815506, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2298925, + -3.2238219 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Lucindo C\u00e2mara", + "osm_id": 397815507, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2307572, + -3.2240466 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Passagem 3", + "osm_id": 397815508, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2306183, + -3.2262882 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 397815509, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2294846, + -3.2264938 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 397815510, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.230924, + -3.2232589 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Passagem 4", + "osm_id": 397815511, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.231119, + -3.2217784 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Passagem 5", + "osm_id": 397815512, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2297857, + -3.2241481 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Quatro", + "osm_id": 397815513, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2293724, + -3.2250243 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 397815514, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2319598, + -3.2233376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 397815515, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2320208, + -3.2211478 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Passagem 7", + "osm_id": 397815516, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2324779, + -3.2208277 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Passagem 8", + "osm_id": 397815517, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.232707, + -3.2202434 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Passagem 9", + "osm_id": 397815518, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.233977, + -3.2211385 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Passagem 10", + "osm_id": 397815519, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2344539, + -3.2208455 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Passagem 11", + "osm_id": 397815520, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.235788, + -3.2176042 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Rua Rio Branco", + "osm_id": 397815521, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2334246, + -3.2137446 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua dos Aimor\u00e9s", + "osm_id": 397815522, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2404519, + -3.217135 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Rua S\u00e3o Paulo", + "osm_id": 397815524, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.239409, + -3.2166041 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Rua Maria Alves da Silva", + "osm_id": 397815526, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2387575, + -3.2160949 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Rua S\u00e3o Sebasti\u00e3o", + "osm_id": 397815527, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2385975, + -3.2167303 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Rua S\u00e3o Gaspar", + "osm_id": 397815528, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2262313, + -3.2245249 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Osterno Alencar Maia", + "osm_id": 397815531, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2249324, + -3.2242586 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Opriano B. de Matos", + "osm_id": 397815535, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2260595, + -3.2291949 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 397815536, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2285885, + -3.2292903 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Rua Itat\u00e1", + "osm_id": 397815537, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2290378, + -3.2300077 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Itat\u00e1", + "osm_id": 397815539, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2254796, + -3.2197837 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Francisco Meireles", + "osm_id": 397817846, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2255895, + -3.2186158 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Sal\u00fa Almeida", + "osm_id": 397817848, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2251168, + -3.2189493 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Manoel Menezes", + "osm_id": 397817850, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2258908, + -3.2202334 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Rua Isac Benar Rocha", + "osm_id": 397817852, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2333157, + -3.217193 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua Macei\u00f3", + "osm_id": 397817857, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2299407, + -3.2178764 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Jos\u00e9 Umbelino de Oliveira", + "osm_id": 397817859, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2363218, + -3.2156153 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Rua Santar\u00e9m", + "osm_id": 397817862, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2346443, + -3.2161527 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Rua Marechal Rondon", + "osm_id": 397817864, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2356727, + -3.2155032 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Rua Manaus", + "osm_id": 397817866, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2340243, + -3.2162667 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Avenida Porto Alegre", + "osm_id": 397817868, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2354887, + -3.2150469 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Rua Bel\u00e9m", + "osm_id": 397817870, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2349564, + -3.2148877 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Rua Roraima", + "osm_id": 397817871, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2332605, + -3.2161637 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Alameda Xingu", + "osm_id": 397817873, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2332994, + -3.2168225 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua Jos\u00e9 Mendes", + "osm_id": 397817875, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2340624, + -3.2172664 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Alameda Tiradentes", + "osm_id": 397817877, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2317422, + -3.2145092 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Rua Irm\u00e3os Fernandes", + "osm_id": 397817879, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2322029, + -3.2152109 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Rua Macei\u00f3", + "osm_id": 397817881, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2330846, + -3.2149025 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua Santa Luzia", + "osm_id": 397817883, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.232768, + -3.2144528 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua Nossa Senhora de Nazar\u00e9", + "osm_id": 397817885, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2319467, + -3.213682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 397817887, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2305283, + -3.2146848 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Alameda Padre J\u00falio", + "osm_id": 397817888, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2312405, + -3.2141897 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Rua dos Coqueiros", + "osm_id": 397817890, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2302011, + -3.2153548 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Travessa S\u00e3o Sebasti\u00e3o", + "osm_id": 397817892, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2296336, + -3.2169922 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Nossa Senhora de Nazar\u00e9", + "osm_id": 397817894, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2327796, + -3.2176174 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Rua Manoel Amorim", + "osm_id": 397817896, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.231453, + -3.2193433 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Rua Anfr\u00edsio Nunes", + "osm_id": 397817898, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2268296, + -3.2214254 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Rua Jo\u00e3o Grawfor", + "osm_id": 397817901, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2273078, + -3.2210914 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Rua Assad Cury", + "osm_id": 397817903, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2273808, + -3.2173585 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Rua Rio Curu\u00e1 Grande", + "osm_id": 397817905, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2270532, + -3.2182685 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Passagem Severo de Souza", + "osm_id": 397817910, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2290803, + -3.2195586 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Rio Curu\u00e1 Grande", + "osm_id": 397817912, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.227876, + -3.2184522 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Alameda Silvano", + "osm_id": 397817914, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2274544, + -3.2192327 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Rua Padre Jo\u00e3o", + "osm_id": 397817916, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.229276, + -3.2193847 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Alameda S\u00e3o Jos\u00e9", + "osm_id": 397817918, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2312113, + -3.2186442 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Alameda S\u00e3o Raimundo", + "osm_id": 397817920, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2306248, + -3.2187385 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Alameda Santo Ant\u00f4nio", + "osm_id": 397817921, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2303735, + -3.2193351 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Alameda S\u00e3o Francisco", + "osm_id": 397817923, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2298509, + -3.2196951 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Alameda S\u00e3o Pedro", + "osm_id": 397817925, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2286983, + -3.2205261 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Alameda S\u00e3o Jo\u00e3o", + "osm_id": 397817927, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2278539, + -3.2170002 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Rua \u00c2ngelo Dias", + "osm_id": 397817929, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2282723, + -3.2166797 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Rua Nair Lemos", + "osm_id": 397817930, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2287352, + -3.2163434 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Rua Jo\u00e3o Grafon", + "osm_id": 397817932, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2294804, + -3.2176871 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 397817934, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.228981, + -3.2178739 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Alameda Dom Eurico Krautler", + "osm_id": 397817936, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2284969, + -3.2180393 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Alameda Jo\u00e3o 23", + "osm_id": 397817938, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2318857, + -3.2180165 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Rua Jos\u00e9 Mendes", + "osm_id": 397817941, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2323492, + -3.2183656 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Rua Papa Jo\u00e3o Paulo II", + "osm_id": 397817942, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2321606, + -3.2181787 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Alameda Bonfim", + "osm_id": 397817943, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2317971, + -3.2174011 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Rua S\u00e3o Miguel", + "osm_id": 397817945, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2310878, + -3.2179008 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Rua Mathias de Oliveira", + "osm_id": 397817946, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2309481, + -3.2165907 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Rua Santa Luzia", + "osm_id": 397817948, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2296516, + -3.2157192 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Mission\u00e1rios", + "osm_id": 397817949, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2291956, + -3.2160298 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Rua Jo\u00e3o Besouro", + "osm_id": 397817951, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2310839, + -3.2156408 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 397817953, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2242519, + -3.2241604 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Aristides Martins", + "osm_id": 397817954, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2246898, + -3.2245829 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua da IMAP", + "osm_id": 397817958, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2247607, + -3.2232057 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Alameda 25 de Agosto", + "osm_id": 397817959, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2241984, + -3.2225176 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Alameda Vinte e Cinco de Agosto", + "osm_id": 397817960, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2246051, + -3.2227858 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Alameda Vinte e Cinco de Junho", + "osm_id": 397817961, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2201637, + -3.2244456 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Acesso Dois", + "osm_id": 397817962, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2199181, + -3.224659 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Acesso Um", + "osm_id": 397817963, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2198776, + -3.2252824 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Coronel Jos\u00e9 Porf\u00edrio", + "osm_id": 397817964, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2204548, + -3.2264088 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Rua Coronel Jos\u00e9 Porf\u00edrio", + "osm_id": 397817965, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2212513, + -3.2235187 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Avenida Brigadeiro Eduardo Gomes", + "osm_id": 397817966, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.220956, + -3.2237749 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Rua Nicolau Martins", + "osm_id": 397817967, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2206032, + -3.2240721 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Alameda W Sete", + "osm_id": 397817968, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.221512, + -3.223284 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Alameda Brasil", + "osm_id": 397817969, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2241121, + -3.2249804 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Alameda W Dois", + "osm_id": 397817971, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2225014, + -3.2220509 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Rua Vereador Raimundo Alves", + "osm_id": 397817972, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2237301, + -3.2248941 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Travessa Carlos Viera da Rocha", + "osm_id": 397817973, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2123486, + -3.2127535 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Rua Coronel Jos\u00e9 Porf\u00edrio", + "osm_id": 397820665, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.214683, + -3.2162311 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Rua Coronel Jos\u00e9 Porf\u00edrio", + "osm_id": 397820667, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2079706, + -3.2070923 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Rua Coronel Jos\u00e9 Porf\u00edrio", + "osm_id": 397820668, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2117532, + -3.2127428 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Passagem Independ\u00eancia", + "osm_id": 397820669, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2136565, + -3.2134043 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Rua dos Mission\u00e1rios", + "osm_id": 397820670, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2145102, + -3.2131854 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 397820671, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2131263, + -3.2145786 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Highways OSM", + "osm_id": 397820672, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2146568, + -3.2147821 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Conjunto Provid\u00eancia", + "osm_id": 397820673, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2132811, + -3.2153218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Avenida Jo\u00e3o Pessoa", + "osm_id": 397820674, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2203059, + -3.2149145 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Rua A", + "osm_id": 397820675, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2162046, + -3.2190221 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 397820676, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2172918, + -3.2185714 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Rua Marechal Rondon", + "osm_id": 397820679, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2175526, + -3.2190625 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Rua Marechal Hermes", + "osm_id": 397820680, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.216625, + -3.2197517 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 397820681, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2187288, + -3.2182107 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Marechal Hermes", + "osm_id": 397820682, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2185613, + -3.2176403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Rua Dom Pedro I", + "osm_id": 397820683, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2181497, + -3.2179566 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Rua Marechal Rondon", + "osm_id": 397820684, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2198887, + -3.21877 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Carlos Soares", + "osm_id": 397820685, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.219578, + -3.2186691 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Salim Mauad", + "osm_id": 397820687, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2190593, + -3.2189147 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Padre M\u00e1rio", + "osm_id": 397820688, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2187069, + -3.2192989 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Newton Miranda", + "osm_id": 397820689, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2177114, + -3.21965 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Travessa Rui Barbosa", + "osm_id": 397820690, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2170741, + -3.2206559 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 397820691, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2194957, + -3.2197704 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Humberto Trindade", + "osm_id": 397820692, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2174715, + -3.2216215 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Avenida Jo\u00e3o Pessoa", + "osm_id": 397820693, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2195222, + -3.22196 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Rua Nicolau Martins", + "osm_id": 397820694, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.228327, + -3.2113824 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Travessa Rio Grande do Norte", + "osm_id": 397824481, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2242713, + -3.2135043 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Francisco Pedrosa", + "osm_id": 397824483, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2275962, + -3.212539 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Rua Jos\u00e9 Ribeiro Alves", + "osm_id": 397824484, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2239958, + -3.2133287 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Alberto Garc\u00eda Soares", + "osm_id": 397824485, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2244651, + -3.2126934 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Lu\u00eds N\u00e9 da Silva", + "osm_id": 397824486, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2239831, + -3.2123514 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Rua Baldu\u00edno Ramos", + "osm_id": 397824488, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -52.2214737, + -3.2166378 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Rua Vigia", + "osm_id": 397824489, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/deforestation/000029/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..e586991542f1cbec65b7f7690aceadd91e737b12 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b752a99e776d3d8e3d628582ae8ad85cdda27c5e07f1e952f446d729e96d06c7 +size 43857 diff --git a/data/source_assets/multi_hazard/deforestation/000029/panels/exposure_overlay.png b/data/source_assets/multi_hazard/deforestation/000029/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..4721a73091e7f8abcb15a24a81ae089937b2a15d --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d208232302ce7a27e8ddc2f2f462d0495b36bb1d3b1f3a8a672dc3f8a8f9e07 +size 16597 diff --git a/data/source_assets/multi_hazard/deforestation/000029/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/deforestation/000029/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..4fb0130d422575855bda0f52b6cdba270b4a1c87 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75144de35c040392e0f90ebe2b3bf25f97f43124acaae0750536d96a7374848c +size 173388 diff --git a/data/source_assets/multi_hazard/deforestation/000029/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/deforestation/000029/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..86e187d96c51d05b0397486e5529a34344ffbe4f --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3756cc87de7a15a7be830b798d05a7fd1618e394ddcced9f2e421d1946143a51 +size 358062 diff --git a/data/source_assets/multi_hazard/deforestation/000029/quality_report.json b/data/source_assets/multi_hazard/deforestation/000029/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..098f5dc71cefa99eaf3965b832af22465758298c --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/quality_report.json @@ -0,0 +1,20 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:28Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "deforestation", + "gapfilled_layers": [ + "hansen_loss__event" + ], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:05Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 52.60009765625, + "sample_id": "sample_000029", + "scene_coverage_min": 1.0, + "source_count": 6, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/questions/A.json b/data/source_assets/multi_hazard/deforestation/000029/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..96252a60dddc2d9e7ed7499ad088d442c72317c1 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/questions/A.json @@ -0,0 +1,41 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "deforestation__000029__A", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "units": "string", + "value": "float" + }, + "evidence": { + "primary_area_ha": "float", + "primary_handle": "string" + }, + "status": "string" + }, + "family": "A", + "question_text": "Using the declared binary Hansen Global Forest Change event mask, compute the AOI area whose loss year equals 2022. Treat finite value 1 as 2022 loss and 0 as valid no-2022-loss, exclude declared nodata, sum grid-aware WGS84 ellipsoidal cell areas, and report hectares rounded to three decimals.", + "sample_id": "deforestation__000029", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "measurement_contract": { + "version": "hansen_2022_binary_grid_area_v1", + "source_handle": "hansen_loss__event", + "source_product": "UMD Hansen Global Forest Change 2025 v1.13 loss-year band", + "event_year": 2022, + "mask_values": "finite binary 0=no 2022 loss, 1=loss year 2022", + "nodata_rule": "exclude declared nodata and non-finite pixels", + "area_rule": "WGS84 ellipsoidal cell area for geographic grids; affine determinant for projected grids", + "rounding": "three decimals in hectares" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/questions/B.json b/data/source_assets/multi_hazard/deforestation/000029/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..1066046322cdbdb7df36dc29c47644524653a848 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "hansen_loss__event", + "ndvi_change" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "deforestation__000029__B", + "domain": "deforestation", + "expected_answer_shape": { + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "analysis_scope": "string", + "by_class": { + "major": { + "area_ha": "float", + "mean_value": "null", + "pixel_count": "int" + }, + "minor": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "none": { + "area_ha": "float", + "mean_value": "float", + "pixel_count": "int" + }, + "severe": { + "area_ha": "float", + "mean_value": "null", + "pixel_count": "int" + } + }, + "dominant_class": "string", + "mask_pixel_count": "int" + }, + "status": "string" + }, + "family": "B", + "question_text": "Inside the declared binary Hansen 2022 loss footprint, classify every finite Sentinel-2 NDVI drop (pre minus post) using half-open bins: none [-10,0.15), minor [0.15,0.30), major [0.30,0.50), and severe [0.50,10). Return the pixel-count-dominant class and its fraction; break an exact tie by the stated class order.", + "sample_id": "deforestation__000029", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "hansen_masked_s2_ndvi_drop_v1", + "value_handle": "ndvi_change", + "value_formula": "Sentinel-2 NDVI pre minus post", + "mask_handle": "hansen_loss__event", + "analysis_population": "finite NDVI-change pixels where the finite Hansen mask equals 1", + "intervals": { + "none": [ + -10.0, + 0.15 + ], + "minor": [ + 0.15, + 0.3 + ], + "major": [ + 0.3, + 0.5 + ], + "severe": [ + 0.5, + 10.0 + ] + }, + "interval_boundary": "lower inclusive, upper exclusive", + "dominance": "largest pixel count", + "tie_break": "first class in none, minor, major, severe order", + "area_rule": "grid-aware area of class pixels" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/questions/C.json b/data/source_assets/multi_hazard/deforestation/000029/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..35ef90c8b138014bc1ccdbd4b3e98ced1827d293 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "deforestation__000029__C", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_area_ha": "float", + "median_pct_delta": "float", + "verdict": "string", + "agreement_score_0_100": "float", + "score_contract": "string", + "per_source_area_ha": { + "hansen_loss": "float", + "tmf_loss": "float", + "radd_alerts": "float" + }, + "pairwise_pct_delta": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_iou": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_state_agreement": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + }, + "pairwise_categorical_kappa": { + "hansen_loss__tmf_loss": "float", + "hansen_loss__radd_alerts": "float", + "tmf_loss__radd_alerts": "float" + } + } + }, + "family": "C", + "question_text": "Compare the declared Hansen 2022 loss mask, JRC TMF 2022 annual-loss mask, and RADD 2022-06-01 through 2022-09-30 alert mask (low or high confidence). Compute grid-aware source areas and symmetric pairwise differences |A-B|/((A+B)/2)*100, using 0 when both areas are zero. The sources agree when the median of the three differences is <=25.0%. Return the decision, bounded score max(0,100-median), all source areas, and pairwise percent/IoU/state-agreement/kappa evidence.", + "sample_id": "deforestation__000029", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "deforestation_area_agreement_v2", + "source_handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "source_masks": { + "hansen_loss__event": "finite binary 1 where loss year equals 2022", + "tmf_loss__event": "finite binary 1 where Dec2022 is deforested and Dec2021 is not", + "radd_alerts__event": "0=no event-window alert, 1=low confidence, 2=high confidence; values >0 are alert" + }, + "area_rule": "grid-aware WGS84 ellipsoidal or projected affine-determinant cell areas", + "pairwise_delta_formula": "abs(A-B) / ((A+B)/2) * 100; 0 when A=B=0", + "aggregate": "median of three unrounded pairwise percent differences", + "agreement_rule": "median_pct_delta <= 25.0", + "score_rule": "max(0, 100 - median_pct_delta)", + "spatial_diagnostics": "common-valid cells on exactly co-registered grids; diagnostics do not alter the area verdict", + "rounding": "compute from unrounded areas; emit area/percent/score to three decimals" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/questions/D.json b/data/source_assets/multi_hazard/deforestation/000029/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..aea7bfc89883bf3398c27369bfc762a6036fac0d --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/questions/D.json @@ -0,0 +1,59 @@ +{ + "available_handles": [ + "hansen_loss__event" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "deforestation__000029__D", + "domain": "deforestation", + "expected_answer_shape": { + "status": "string", + "answer": { + "nearest_highway_representative_distance_m": "float", + "availability_status": "string" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "highways": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "Using the declared binary Hansen 2022 forest-loss footprint and cached OSM highway features, find the nearest distinct feature representative point to any positive loss-raster cell center in a local azimuthal-equidistant metric projection. Use exact GeoJSON geometry, not cached row/column hints. Return the distance or an explicit null when no highway representative is cached, plus the 5,000 m context count, in-footprint count, nearest name, footprint area, and WorldPop footprint sum.", + "sample_id": "deforestation__000029", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "deforestation_nearest_highway_representative_v2", + "footprint_handle": "hansen_loss__event", + "asset_category": "highways", + "asset_unit": "one representative point per distinct cached OSM feature", + "coordinate_authority": "GeoJSON geometry in EPSG:4326; row/col properties are non-authoritative", + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "context_buffer_m": 5000, + "context_buffer_boundary": "inclusive", + "no_cached_feature_rule": "null distance/name, zero counts, availability_status=no_cached_highway_representative", + "in_footprint_rule": "transform representative geometry to raster CRS and locate it with the raster affine transform", + "population_rule": "sum non-negative WorldPop people-per-pixel values on the exactly co-registered footprint grid" + } +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/forest_mask__pre.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/forest_mask__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..75e419b7ae78d6a7e5308bae7c6f731403a5d322 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/forest_mask__pre.json @@ -0,0 +1,23 @@ +{ + "acquisition_dates": [ + "2000" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:28Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/forest_mask__pre.tif", + "handle": "forest_mask__pre", + "modality": "forest_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "a6eacab8b67002bbd2c1b507f6c57e94a908913ee86c4c0687011ddd22df5687", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 treecover2000>30", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/forest_mask__pre.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/forest_mask__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..a5859af28e1d257febdce7cb8da5f04f2c329ee6 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/forest_mask__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..fad72dc74fb4ab5b110518bead48ab034154b650 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.json @@ -0,0 +1,25 @@ +{ + "acquisition_dates": [ + "2022" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "gap_fill_method": "masked binary pixels filled as 0 from the live product mask", + "gap_fill_value": 0.0, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 52.60009765625, + "scale_m": 30, + "scene_coverage": 1.0, + "sha256": "59fc1636aced415ad273e738555d2969ef0b73945703bb93fc3203b99385d54f", + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..d829736f5a59661839683ea3d4265d41ebba1661 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.json new file mode 100644 index 0000000000000000000000000000000000000000..708c92ef3cdf8f5d988f86eacf3cafc8815a66cc --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.json @@ -0,0 +1,24 @@ +{ + "constant": false, + "derived_from": [ + "s2_ndvi__pre", + "s2_ndvi__post" + ], + "formula": "s2_ndvi_pre - s2_ndvi_post", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "maximum": 0.56150221824646, + "minimum": -0.8080734014511108, + "modality": "s2_ndvi_change", + "scale_m": 10, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "47bc6564cb0835d4a4ca1699a8f8db23e92c63052f880d0ee1704a152506b9ae", + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.tif new file mode 100644 index 0000000000000000000000000000000000000000..3117666f08c49c13ce6d0d2df52261f5ba5d4d53 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.json new file mode 100644 index 0000000000000000000000000000000000000000..7ef6630ece9abae46462eb5227c66a6f32b5443f --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": false, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 1616, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 2.0, + "mean": 0.01348876953125, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000029/rasters/radd_alerts__event.tif", + "resampling": "max", + "sha256": "40f074e09011b012a7091bdd20ced01c86b924400cd8fc0860bbab1584cf257b", + "units": "confidence_class_1_low_2_high", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -52.364195823367076, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.2729109703848285 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "00N_060W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "license": "CC BY 4.0", + "maximum": 2.0, + "minimum": 0.0, + "modality": "radd_alert_confidence", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "40f074e09011b012a7091bdd20ced01c86b924400cd8fc0860bbab1584cf257b", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ], + "units": "encoded alert date and confidence class", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..5ff54c09d16997dcbf701a8d73807c396c131f1e Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event_binary.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event_binary.json new file mode 100644 index 0000000000000000000000000000000000000000..cff043cf67beb4cd669ccc1435c08875cb5ff81a --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event_binary.json @@ -0,0 +1,97 @@ +{ + "band_or_field": "date_conf", + "citation_url": "https://www.wur.nl/en/research/products-services/radd-forest-disturbance-alert", + "constant": false, + "crs": "EPSG:4326", + "derivation": "decode date_conf; 2xxxx=low confidence, 3xxxx=high confidence; preserve confidence as 1/2 and write a binary event-window mask separately", + "fetch_provenance": { + "output": { + "bytes": 1571, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 1.0, + "mean": 0.00677490234375, + "minimum": 0.0, + "native_resolution_m": 10, + "path": "work/rebuilt/deforestation/000029/rasters/radd_alerts__event_binary.tif", + "resampling": "max", + "sha256": "b4314828f2309dce7756443488ca954e6e3a59a04b8565ed2c07d93241ef5184", + "units": "binary", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -52.364195823367076, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.2729109703848285 + ], + [ + -52.20419582336708, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.1129109703848283 + ], + [ + -52.364195823367076, + -3.2729109703848285 + ] + ] + ], + "type": "Polygon" + }, + "end_date": "2022-09-30", + "start_date": "2022-06-01" + }, + "upstream": { + "dataset": "wur_radd_alerts", + "pixel_meaning": "date_conf", + "tile_id": "00N_060W", + "version": "v20261011" + } + }, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event_binary.tif", + "handle": "radd_alerts__event_binary", + "license": "CC BY 4.0", + "maximum": 1.0, + "minimum": 0.0, + "modality": "radd_event_window_mask", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 10, + "nodata": -9999.0, + "product": "RADD Forest Disturbance Alerts v1", + "provider": "Wageningen University & Research / Global Forest Watch", + "scale_m": 10, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "b4314828f2309dce7756443488ca954e6e3a59a04b8565ed2c07d93241ef5184", + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "retain low- and high-confidence alerts whose first-alert date is within each AOI start/end window", + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ], + "units": "binary", + "upstream_identifier": "projects/radar-wur/raddalert/v1; GFW date_conf GeoTIFF tiles", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event_binary.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event_binary.tif new file mode 100644 index 0000000000000000000000000000000000000000..2e1214897f9d6399f39fd95bd1af614be4d31193 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event_binary.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__post.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__post.json new file mode 100644 index 0000000000000000000000000000000000000000..9107c55b5b9e1b4594b830c7bc42c56fb8e80754 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__post.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2022-06-01", + "2022-09-30" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:25Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__post.tif", + "handle": "s2_ndvi__post", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "2418bb38c4a7b99438b8e56edc223bb27badef3c37d98245596763925ceb1ea9", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__post.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__post.tif new file mode 100644 index 0000000000000000000000000000000000000000..47371323a6ab9b7c2a2815b6bb649b8ce925460b Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__post.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__pre.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__pre.json new file mode 100644 index 0000000000000000000000000000000000000000..eba39dd1367ab21e531e351967e23c652bc6b64a --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__pre.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2021-12-03", + "2022-06-01" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:23Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__pre.tif", + "handle": "s2_ndvi__pre", + "modality": "sentinel2_ndvi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 10, + "scene_coverage": 1.0, + "sha256": "96df13ca4fb1f4d26e6fa1674c5618ca7a8195d77b1ff565dc142f42d7b1dc12", + "shape": [ + 128, + 128 + ], + "source": "COPERNICUS/S2_SR_HARMONIZED NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__pre.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__pre.tif new file mode 100644 index 0000000000000000000000000000000000000000..4f40943f99972dc961db9d12e302bfbe661949c2 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/s2_ndvi__pre.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.json b/data/source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.json new file mode 100644 index 0000000000000000000000000000000000000000..f360bb3f23d123c44cae8219e659658f155cd5d6 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.json @@ -0,0 +1,46 @@ +{ + "bands": [ + "Dec2021", + "Dec2022" + ], + "citation_url": "https://forobs.jrc.ec.europa.eu/TMF/data", + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283, + 0.0, + 0.0, + 1.0 + ] + }, + "event_year": 2022, + "formula": "Dec2022 == deforested(3) and Dec2021 != deforested(3)", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "maximum": 1.0, + "minimum": 0.0, + "modality": "annual_forest_loss_mask", + "provider": "European Commission Joint Research Centre", + "scale_m": 30, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "b5a9ba0c598c4d761f13ad603d66ba01d2aae0632073a29afdd5df1b8a4eb52b", + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary", + "upstream_identifier": "projects/JRC/TMF/v1_2023/AnnualChanges", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.tif b/data/source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.tif new file mode 100644 index 0000000000000000000000000000000000000000..dd4a78c1eebe7ca7439746cd014848d4ae86b40a Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/tabular/worldpop.json b/data/source_assets/multi_hazard/deforestation/000029/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..9972fa7474413746cd54bb3adba9c12a03d88ee0 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 230.62625122070312, + "minimum": 0.0012638700427487493, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "6c80fa46f503dcd723e6915934ec2f4412c350d18a30b19d9bdd658863b6a479", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.97198486328125, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/tabular/worldpop.tif b/data/source_assets/multi_hazard/deforestation/000029/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..890bc65955235bc32b33f5c95dd50bcc2b032498 Binary files /dev/null and b/data/source_assets/multi_hazard/deforestation/000029/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/deforestation/000029/trajectories/A.json b/data/source_assets/multi_hazard/deforestation/000029/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..68c9a8c9e927e6cc2eb569ef102c166ea38c8945 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/trajectories/A.json @@ -0,0 +1,211 @@ +{ + "aoi_id": "deforestation__000029", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000029", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000029", + "handles": [ + "hansen_loss__event" + ], + "metric": "area_agreement" + }, + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000029", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + } + }, + "median_area_ha": 257.335, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 257.335, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "units": "ha", + "value": 257.335 + }, + "aoi_id": "deforestation__000029", + "evidence": { + "primary_area_ha": 257.335, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "units": "ha", + "value": 257.335 + }, + "evidence": { + "primary_area_ha": 257.335, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000029__A", + "final": { + "answer": { + "units": "ha", + "value": 257.335 + }, + "evidence": { + "primary_area_ha": 257.335, + "primary_handle": "hansen_loss__event" + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "high", + "aoi_id": "deforestation__000029", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + } + }, + "median_area_ha": 257.335, + "median_correlation": null, + "median_pct_delta": 0.0, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 1, + "pairwise_categorical_kappa": {}, + "pairwise_correlation": {}, + "pairwise_correlation_details": {}, + "pairwise_iou": {}, + "pairwise_pct_delta": {}, + "pairwise_state_agreement": {}, + "per_source": { + "hansen_loss": { + "area_ha": 257.335, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 0, + "score": 100.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 0, + "verdict": "sources_agree", + "weakest_source": "hansen_loss" + }, + "step": 2, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/trajectories/B.json b/data/source_assets/multi_hazard/deforestation/000029/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..4d5d74ff016c44b5e970c0265287483f46af20d0 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/trajectories/B.json @@ -0,0 +1,266 @@ +{ + "aoi_id": "deforestation__000029", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000029", + "handle": "ndvi_change" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000029", + "by_class": "@NDVI_change", + "handle": "ndvi_change", + "mask_layer": "hansen_loss__event" + }, + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000029", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 15.363, + "mean_value": 0.232794, + "pixel_count": 8 + }, + "none": { + "area_ha": 241.972, + "mean_value": -0.158557, + "pixel_count": 126 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 134, + "max": 0.294994, + "mean": -0.135192, + "median": -0.132885, + "min": -0.547451, + "modality": "s2_ndvi_change", + "n_valid_pixels": 134, + "nan_pct": 99.182129, + "percentiles": { + "p05": -0.415275, + "p50": -0.132885, + "p95": 0.173897 + }, + "pixel_area_m2": 19203.861, + "std": 0.182912, + "units": "index" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "none", + "dominant_fraction": 0.940299 + }, + "aoi_id": "deforestation__000029", + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 15.363, + "mean_value": 0.232794, + "pixel_count": 8 + }, + "none": { + "area_ha": 241.972, + "mean_value": -0.158557, + "pixel_count": 126 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 134 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "none", + "dominant_fraction": 0.940299 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 15.363, + "mean_value": 0.232794, + "pixel_count": 8 + }, + "none": { + "area_ha": 241.972, + "mean_value": -0.158557, + "pixel_count": 126 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 134 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000029__B", + "final": { + "answer": { + "class": "none", + "dominant_fraction": 0.940299 + }, + "evidence": { + "analysis_scope": "hansen_loss_footprint", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 15.363, + "mean_value": 0.232794, + "pixel_count": 8 + }, + "none": { + "area_ha": 241.972, + "mean_value": -0.158557, + "pixel_count": 126 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "mask_pixel_count": 134 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/ndvi_change.tif", + "handle": "ndvi_change", + "modality": "s2_ndvi_change", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "derived from Sentinel-2 NDVI", + "source_mode": "provider_exact_rebuild", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "hansen_loss_footprint", + "aoi_id": "deforestation__000029", + "by_class": { + "major": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "minor": { + "area_ha": 15.363, + "mean_value": 0.232794, + "pixel_count": 8 + }, + "none": { + "area_ha": 241.972, + "mean_value": -0.158557, + "pixel_count": 126 + }, + "severe": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "none", + "handle": "ndvi_change", + "mask_applied": "hansen_loss__event", + "mask_pixel_count": 134, + "max": 0.294994, + "mean": -0.135192, + "median": -0.132885, + "min": -0.547451, + "modality": "s2_ndvi_change", + "n_valid_pixels": 134, + "nan_pct": 99.182129, + "percentiles": { + "p05": -0.415275, + "p50": -0.132885, + "p95": 0.173897 + }, + "pixel_area_m2": 19203.861, + "std": 0.182912, + "units": "index" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/trajectories/C.json b/data/source_assets/multi_hazard/deforestation/000029/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..feb3337f70ebe5f364ef315351c0e5d729cf6f9e --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/trajectories/C.json @@ -0,0 +1,536 @@ +{ + "aoi_id": "deforestation__000029", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000029", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000029", + "handle": "tmf_loss__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000029", + "handle": "radd_alerts__event" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000029", + "handles": [ + "hansen_loss__event", + "tmf_loss__event", + "radd_alerts__event" + ], + "maximum_median_pct_delta": 25.0, + "metric": "area_agreement" + }, + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000029", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + } + }, + "median_area_ha": 213.167, + "median_correlation": null, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.115897, + "hansen_loss__tmf_loss": 0.118503, + "tmf_loss__radd_alerts": 0.138296 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": 0.116419, + "hansen_loss__tmf_loss": 0.151988, + "tmf_loss__radd_alerts": 0.16762 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.065217, + "hansen_loss__tmf_loss": 0.064516, + "tmf_loss__radd_alerts": 0.075758 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 18.775, + "hansen_loss__tmf_loss": 124.848, + "tmf_loss__radd_alerts": 112.676 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.986877, + "hansen_loss__tmf_loss": 0.99115, + "tmf_loss__radd_alerts": 0.992554 + }, + "per_source": { + "hansen_loss": { + "area_ha": 257.335, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 213.167, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 59.533, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "tmf_loss" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "aoi_id": "deforestation__000029", + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.115897, + "hansen_loss__tmf_loss": 0.118503, + "tmf_loss__radd_alerts": 0.138296 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.065217, + "hansen_loss__tmf_loss": 0.064516, + "tmf_loss__radd_alerts": 0.075758 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.986877, + "hansen_loss__tmf_loss": 0.99115, + "tmf_loss__radd_alerts": 0.992554 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.115897, + "hansen_loss__tmf_loss": 0.118503, + "tmf_loss__radd_alerts": 0.138296 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.065217, + "hansen_loss__tmf_loss": 0.064516, + "tmf_loss__radd_alerts": 0.075758 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.986877, + "hansen_loss__tmf_loss": 0.99115, + "tmf_loss__radd_alerts": 0.992554 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000029__C", + "final": { + "answer": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "agreement_score_0_100": 0.0, + "median_area_ha": 213.167, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.115897, + "hansen_loss__tmf_loss": 0.118503, + "tmf_loss__radd_alerts": 0.138296 + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.065217, + "hansen_loss__tmf_loss": 0.064516, + "tmf_loss__radd_alerts": 0.075758 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.986877, + "hansen_loss__tmf_loss": 0.99115, + "tmf_loss__radd_alerts": 0.992554 + }, + "score_contract": "bounded_0_100_area_agreement_v1", + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/tmf_loss__event.tif", + "handle": "tmf_loss__event", + "modality": "annual_forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "EC JRC TMF v1_2023 AnnualChanges", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/radd_alerts__event.tif", + "handle": "radd_alerts__event", + "modality": "radd_alert_confidence", + "n_bands": 1, + "scale_m": 10, + "shape": [ + 128, + 128 + ], + "source": "Wageningen University & Research / Global Forest Watch — RADD Forest Disturbance Alerts v1", + "source_mode": "provider_exact_rebuild", + "units": "encoded alert date and confidence class" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "deforestation__000029", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "hansen_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + }, + "radd_alerts__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + }, + "tmf_loss__event": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -52.364195823367076, + 0.0, + -0.0012500000000000011, + -3.1129109703848283 + ] + } + }, + "median_area_ha": 213.167, + "median_correlation": null, + "median_pct_delta": 112.676, + "metric": "area_agreement", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "hansen_loss__radd_alerts": 0.115897, + "hansen_loss__tmf_loss": 0.118503, + "tmf_loss__radd_alerts": 0.138296 + }, + "pairwise_correlation": { + "hansen_loss__radd_alerts": 0.116419, + "hansen_loss__tmf_loss": 0.151988, + "tmf_loss__radd_alerts": 0.16762 + }, + "pairwise_correlation_details": { + "hansen_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "hansen_loss__tmf_loss": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "tmf_loss__radd_alerts": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "hansen_loss__radd_alerts": 0.065217, + "hansen_loss__tmf_loss": 0.064516, + "tmf_loss__radd_alerts": 0.075758 + }, + "pairwise_pct_delta": { + "hansen_loss__radd_alerts": 18.775, + "hansen_loss__tmf_loss": 124.848, + "tmf_loss__radd_alerts": 112.676 + }, + "pairwise_state_agreement": { + "hansen_loss__radd_alerts": 0.986877, + "hansen_loss__tmf_loss": 0.99115, + "tmf_loss__radd_alerts": 0.992554 + }, + "per_source": { + "hansen_loss": { + "area_ha": 257.335, + "handle": "hansen_loss__event", + "scale_m": 30, + "units": "binary" + }, + "radd_alerts": { + "area_ha": 213.167, + "handle": "radd_alerts__event", + "scale_m": 10, + "units": "encoded alert date and confidence class" + }, + "tmf_loss": { + "area_ha": 59.533, + "handle": "tmf_loss__event", + "scale_m": 30, + "units": "binary" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "bounded_0_100_area_agreement_v1", + "undefined_correlation_pairs": [], + "valid_correlation_pair_count": 3, + "verdict": "sources_disagree", + "weakest_source": "tmf_loss" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/deforestation/000029/trajectories/D.json b/data/source_assets/multi_hazard/deforestation/000029/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..7da1125e93e4e508584a47cca8a87a39f8ae4c69 --- /dev/null +++ b/data/source_assets/multi_hazard/deforestation/000029/trajectories/D.json @@ -0,0 +1,194 @@ +{ + "aoi_id": "deforestation__000029", + "calls": [ + { + "args": { + "aoi_id": "deforestation__000029", + "handle": "hansen_loss__event" + }, + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "deforestation__000029", + "asset_types": [ + "highways" + ], + "buffer_m": 5000, + "footprint_handle": "hansen_loss__event" + }, + "output": { + "aoi_id": "deforestation__000029", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 244, + "in_footprint": 0, + "nearest": { + "distance_m": 148.826, + "name": "Passagem Sete" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 257.335, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 40591.661, + "population_within_footprint": 36.681 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 148.826 + }, + "aoi_id": "deforestation__000029", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 244, + "in_footprint": 0, + "nearest": { + "distance_m": 148.826, + "name": "Passagem Sete" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 257.335, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36.681 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 148.826 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 244, + "in_footprint": 0, + "nearest": { + "distance_m": 148.826, + "name": "Passagem Sete" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 257.335, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36.681 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "deforestation__000029__D", + "final": { + "answer": { + "availability_status": "found", + "nearest_highway_representative_distance_m": 148.826 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 244, + "in_footprint": 0, + "nearest": { + "distance_m": 148.826, + "name": "Passagem Sete" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 257.335, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36.681 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2022" + ], + "aoi_id": "deforestation__000029", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:18Z", + "geotiff_path": "source_assets/multi_hazard/deforestation/000029/rasters/hansen_loss__event.tif", + "handle": "hansen_loss__event", + "modality": "forest_loss_mask", + "n_bands": 1, + "scale_m": 30, + "shape": [ + 128, + 128 + ], + "source": "UMD/hansen/global_forest_change_2025_v1_13 lossyear=2022", + "source_mode": "gee_live", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "deforestation__000029", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "highways": { + "in_buffer": 244, + "in_footprint": 0, + "nearest": { + "distance_m": 148.826, + "name": "Passagem Sete" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 257.335, + "footprint_handle": "hansen_loss__event", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 40591.661, + "population_within_footprint": 36.681 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/aoi.geojson b/data/source_assets/multi_hazard/drought/000001/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..3cfde64379b02220fba810f3d5c0f34cf3b26fa7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + 39.17231349409886, + 3.1505497871901325 + ], + [ + 39.332313494098855, + 3.1505497871901325 + ], + [ + 39.332313494098855, + 3.3105497871901326 + ], + [ + 39.17231349409886, + 3.3105497871901326 + ], + [ + 39.17231349409886, + 3.1505497871901325 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000001/available_handles.json b/data/source_assets/multi_hazard/drought/000001/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..853c1ea86a23c01ba56917a05df06bb8ea0086a5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000001", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000001/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..69096028c3030ce592a9349f4a3fa274b1fa8f04 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.0,false +2019-08-15,3.398451,false +2020-08-15,0.0,false +2021-08-15,2.604852,false +2022-08-15,1.799132,false +2023-08-15,6.520542,false +2024-08-15,14.444405,true diff --git a/data/source_assets/multi_hazard/drought/000001/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000001/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..ea9eb7a53b426683ed74faaebc108af40be06343 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.084985,false +2019-08-15,0.081982,false +2020-08-15,0.086232,false +2021-08-15,0.08277,false +2022-08-15,0.083684,false +2023-08-15,0.083016,false +2024-08-15,0.088288,true diff --git a/data/source_assets/multi_hazard/drought/000001/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000001/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..2024a0306faba9f6742fe3810aa03572553965c2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.315182,false +2019-08-15,0.257532,false +2020-08-15,0.335721,false +2021-08-15,0.286639,false +2022-08-15,0.241993,false +2023-08-15,0.265822,false +2024-08-15,0.345891,true diff --git a/data/source_assets/multi_hazard/drought/000001/drought_normalization.json b/data/source_assets/multi_hazard/drought/000001/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000001/gt/A.json b/data/source_assets/multi_hazard/drought/000001/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..6ca6b412ba5d99f97ce29bcc89160de735f1ed8c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 1.728376, + "units": "z_score" + }, + "case_id": "drought__000001__A", + "evidence": { + "ndvi_z_score": 1.728376, + "baseline_mean": 0.283815 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/gt/B.json b/data/source_assets/multi_hazard/drought/000001/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..34d358c541f2fd94c055b2167b0f25c8df8063e0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "case_id": "drought__000001__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31462.477, + "mean_value": 4.898217, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/gt/C.json b/data/source_assets/multi_hazard/drought/000001/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..178dca45d025831bc62034148459bfb41c634b5a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000001__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31462.477, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 28176.761, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/gt/D.json b/data/source_assets/multi_hazard/drought/000001/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..2ba07719d81b8f78f8360d34f273a20887fe9d2f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000001__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/metadata.json b/data/source_assets/multi_hazard/drought/000001/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a21b8d389f529fc5237d6d0eb4b27a4ef4efbfe7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000001", + "built_at": "2026-05-17T04:44:54Z", + "candidate_index": 1, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "Horn of Africa drought AOI 01", + "geometry": { + "coordinates": [ + [ + [ + 39.17231349409886, + 3.1505497871901325 + ], + [ + 39.332313494098855, + 3.1505497871901325 + ], + [ + 39.332313494098855, + 3.3105497871901326 + ], + [ + 39.17231349409886, + 3.3105497871901326 + ], + [ + 39.17231349409886, + 3.1505497871901325 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000001", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000001/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000001/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..10b33fc7ffbfed0bce031f0be89dbbc9a866ff22 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/osm/pois.geojson @@ -0,0 +1,815 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + 39.27585, + 3.0859612 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 26839021, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2343496, + 3.1927498 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 26839026, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2155855, + 3.2803733 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 26839029, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3299347, + 3.141393 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Korendile-Bute Road", + "osm_id": 706540268, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3204872, + 3.351335 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Korendile-Bute Road", + "osm_id": 741300569, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3293899, + 3.2905198 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Korendile-Bute Road", + "osm_id": 741300570, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2832729, + 3.1401428 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 741950425, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2946053, + 3.1920304 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741950426, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3032848, + 3.1681778 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 741950427, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3065849, + 3.1598197 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 741950428, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2843441, + 3.1566095 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 741950429, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.286, + 3.1569138 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 741950430, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2868253, + 3.1511655 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 741950431, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2846893, + 3.1493449 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 741950432, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2726094, + 3.1580088 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 741950433, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2546716, + 3.1681017 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 741950434, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2478238, + 3.1646162 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 741950435, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.241343, + 3.1725429 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 741950436, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2533034, + 3.1516221 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 741950437, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1924801, + 3.1822724 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Highways OSM", + "osm_id": 921603838, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1702156, + 3.1648149 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 921603839, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3274971, + 3.1708995 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 1351879741, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3253585, + 3.1881474 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 1351879742, + "osm_type": "way", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3177828, + 3.1871322 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 1351879743, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3105055, + 3.2111979 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 1351890799, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3116066, + 3.2299046 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 1351890800, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2986219, + 3.227818 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 1351890801, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1805608, + 3.1901488 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 1351890808, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1996026, + 3.2022256 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 1351890810, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2453161, + 3.156026 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 1351890811, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2535309, + 3.2231343 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 1351890812, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1876317, + 3.1514609 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 1351890816, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1722053, + 3.1534713 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 1351890817, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1813339, + 3.2204895 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 1352861536, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1968052, + 3.3060163 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 1352861539, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.164338, + 3.2856783 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 1352861541, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2010161, + 3.2663741 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 1352861542, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1738158, + 3.2945328 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "Highways OSM", + "osm_id": 1352861543, + "osm_type": "way", + "row": 13 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1661561, + 3.3039058 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 1352861544, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2374083, + 3.1494303 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 1352865231, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.254256, + 3.1514323 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 1505531386, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2518148, + 3.1509497 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 1505531387, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2522615, + 3.1507616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 1505531388, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2520789, + 3.1518081 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 1505531389, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2518434, + 3.1523508 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 1505531390, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000001/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000001/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..bc55d4649aacdf8c632874cfba09c6d7c224e08f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71fd1a89d0597d2427e930be890a16d71bfa686d287472f2852e75b3057c570d +size 4363 diff --git a/data/source_assets/multi_hazard/drought/000001/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000001/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..77ded726d644b9a0be352e0e3472bbe962740ebf --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fc9aa8d8187703becc7280fc325587d66d56d9288aa0b09e2901d58ccd25617 +size 63845 diff --git a/data/source_assets/multi_hazard/drought/000001/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000001/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..2857fe2750cd0e3bd816f2af85e7c97c35d81eb6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:525935590ae21c1c9db7df10980cbee580b342f598b810769f3ae2dd06953f8e +size 2572 diff --git a/data/source_assets/multi_hazard/drought/000001/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000001/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..81ceec42140e83568841f653512a93fe27691ab7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e3e20f9b633c036cde712628a5d9b7da2cd45eb132025e115d76edf338d6686 +size 91021 diff --git a/data/source_assets/multi_hazard/drought/000001/quality_report.json b/data/source_assets/multi_hazard/drought/000001/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..7f9b3aed9d1be21d7cf58fdba629a6c63d3e8696 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:45:38Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000001", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000001/questions/A.json b/data/source_assets/multi_hazard/drought/000001/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..2b6a0a75099bae167d6751344055d86a29199990 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000001__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for Horn of Africa drought AOI 01 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000001", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000001/questions/B.json b/data/source_assets/multi_hazard/drought/000001/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..11ffc7014c229731a28d56218a28892f43ee862f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000001__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over Horn of Africa drought AOI 01 on 2024-08-15?", + "sample_id": "drought__000001", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000001/questions/C.json b/data/source_assets/multi_hazard/drought/000001/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..233f4f39a2e1e3a2a03b82b60ef59a63c3c1881c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000001__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for Horn of Africa drought AOI 01?", + "sample_id": "drought__000001", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000001/questions/D.json b/data/source_assets/multi_hazard/drought/000001/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..79167df1ad62cb23522e3b9d57551625554ae267 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000001__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for Horn of Africa drought AOI 01?", + "sample_id": "drought__000001", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..3a017dd3cf4babeec79e641be8ebb0e0287d7d18 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "6a3d8f6ed42610d2df0e56416c82ad45d1993c7c6eba933373b72940c73d3856", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..bff299fe87ced9f00c7fdd28e000a67a5124ebb6 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..a293ece6c59a1cf352af2a1522d5166ee18ff5a1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "6f88773a68e5275581d3b3e3cb85eccea21af1bb36a5bd560bec43a1626ab91a", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..94a7a3905f58d28373ad98162e8d650f4d9eead5 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..2f78a7810828c7f30089866da36d82c64948e119 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": true, + "derived_from": [ + "chirps_spi__target", + "drought/000001/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 0.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "a81d95898e6c66dd55b6a42a5635df4a489520c2e1e6ec1d9dd23eb06429cc31", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..66f341618807fc5f8fcb7e661903d14a75905915 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..ba1d4dfc1187d0d77ccae014b6e6f30b49c43951 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "e574da2a463bf7e46a07c6852edf89b4f5a7f6428a75da7d4900d79ce10eb738", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..48f4f0a9c0773a77975b193b5b3bf4ec11d63fa7 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000001/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..fd90528d9636468319ece6092564245bf20d29ee --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 3688, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 325.6400146484375, + "mean": 319.9665832519531, + "minimum": 312.7200012207031, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000001/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "c02d95b941a6260343b7dfa931f00b9e20886f06a834a9670d3f4c3d1824bcdb", + "units": "K", + "valid_fraction": 0.8807373046875 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + 39.17231349409886, + 3.1505497871901325 + ], + [ + 39.332313494098855, + 3.1505497871901325 + ], + [ + 39.332313494098855, + 3.3105497871901326 + ], + [ + 39.17231349409886, + 3.3105497871901326 + ], + [ + 39.17231349409886, + 3.1505497871901325 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 325.6400146484375, + "minimum": 312.7200012207031, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 11.92626953125, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "c02d95b941a6260343b7dfa931f00b9e20886f06a834a9670d3f4c3d1824bcdb", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 0.8807373046875 +} diff --git a/data/source_assets/multi_hazard/drought/000001/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000001/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..6d95b9529669cc64819a5c4cce593185ee3870ed Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000001/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000001/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000001/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..b3e37f4b1964d856318d85cbc0b3897d8e9d5042 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 1.9385029077529907, + "minimum": 0.03952754661440849, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "72d5c12b701fc36a24de2ac107c1eefed862515c89481bfd5b96ccd46170eb07", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000001/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000001/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..37d2c392108ebc61cddd70ba138eda3f52554275 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000001/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000001/trajectories/A.json b/data/source_assets/multi_hazard/drought/000001/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..7c2b75df7d0cbb902071579b272892f586a7271c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000001", + "calls": [ + { + "args": { + "aoi_id": "drought__000001", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000001", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000001", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.345891, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.283815, + "baseline_std": 0.035916, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.728376, + "anomaly_class": "positive", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000001", + "status": "TASK_COMPLETE", + "answer": { + "value": 1.728376, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.728376, + "baseline_mean": 0.283815 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.728376, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.728376, + "baseline_mean": 0.283815 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000001__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.728376, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.728376, + "baseline_mean": 0.283815 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000001", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.345891, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.283815, + "baseline_std": 0.035916, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.728376, + "anomaly_class": "positive", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/trajectories/B.json b/data/source_assets/multi_hazard/drought/000001/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..ff3560566754896e498034f6b324abda8482dbea --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000001", + "calls": [ + { + "args": { + "aoi_id": "drought__000001", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000001", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000001", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31462.477, + "mean_value": 4.898217, + "pixel_count": 16384 + } + }, + "dominant_class": "q4_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 5.711586, + "mean": 4.898217, + "median": 4.942923, + "min": 4.190282, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 4.20573, + "p50": 4.942923, + "p95": 5.230225 + }, + "pixel_area_m2": 19203.172, + "std": 0.334954, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "aoi_id": "drought__000001", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31462.477, + "mean_value": 4.898217, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31462.477, + "mean_value": 4.898217, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000001__B", + "final": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31462.477, + "mean_value": 4.898217, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000001", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31462.477, + "mean_value": 4.898217, + "pixel_count": 16384 + } + }, + "dominant_class": "q4_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 5.711586, + "mean": 4.898217, + "median": 4.942923, + "min": 4.190282, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 4.20573, + "p50": 4.942923, + "p95": 5.230225 + }, + "pixel_area_m2": 19203.172, + "std": 0.334954, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/trajectories/C.json b/data/source_assets/multi_hazard/drought/000001/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..02e40ee4c8e17f9b727906798f9ff0e6b5f0656b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/trajectories/C.json @@ -0,0 +1,600 @@ +{ + "aoi_id": "drought__000001", + "calls": [ + { + "args": { + "aoi_id": "drought__000001", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000001", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000001", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000001", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000001", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326 + ] + } + }, + "median_area_ha": 28176.761, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 11.019 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.104431, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31462.477, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 28176.761, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 0, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000001", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31462.477, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 28176.761, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31462.477, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 28176.761, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000001__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31462.477, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 28176.761, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000001", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.17231349409886, + 0.0, + -0.0012500000000000011, + 3.3105497871901326 + ] + } + }, + "median_area_ha": 28176.761, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 11.019 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.104431, + "modis_ndvi__era5_soil_moisture": 0.895569 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31462.477, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 28176.761, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 0, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000001/trajectories/D.json b/data/source_assets/multi_hazard/drought/000001/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..bf8620786edc1c8db8819bdba302e8a00ec193aa --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000001/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000001", + "calls": [ + { + "args": { + "aoi_id": "drought__000001", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000001", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000001", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000001", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000001__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000001", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000001/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000001", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/aoi.geojson b/data/source_assets/multi_hazard/drought/000002/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..f46085e080bddae12c5a33b00f203872e91094d3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -119.69378333045856, + 36.295021236905576 + ], + [ + -119.53378333045856, + 36.295021236905576 + ], + [ + -119.53378333045856, + 36.45502123690557 + ], + [ + -119.69378333045856, + 36.45502123690557 + ], + [ + -119.69378333045856, + 36.295021236905576 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000002/available_handles.json b/data/source_assets/multi_hazard/drought/000002/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..5f06d0065d5d3ae328e8972f9bf2898c3f66bfad --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000002", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000002/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..ced67d65e2a9399c607e3a44a77005038ec090a0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.399961,false +2019-08-15,0.0,false +2020-08-15,0.191025,false +2021-08-15,0.0,false +2022-08-15,0.0,false +2023-08-15,0.014027,false +2024-08-15,0.259052,true diff --git a/data/source_assets/multi_hazard/drought/000002/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000002/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..f79f1e555cf89b42fab05f4c45ea510815411928 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.132012,false +2019-08-15,0.13251,false +2020-08-15,0.1325,false +2021-08-15,0.131572,false +2022-08-15,0.132197,false +2023-08-15,0.151533,false +2024-08-15,0.132549,true diff --git a/data/source_assets/multi_hazard/drought/000002/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000002/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..2836843194c5776cbcc94ab4f81103c47d234997 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.481477,false +2019-08-15,0.517302,false +2020-08-15,0.452754,false +2021-08-15,0.454045,false +2022-08-15,0.465454,false +2023-08-15,0.530131,false +2024-08-15,0.500486,true diff --git a/data/source_assets/multi_hazard/drought/000002/drought_normalization.json b/data/source_assets/multi_hazard/drought/000002/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000002/gt/A.json b/data/source_assets/multi_hazard/drought/000002/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..98204c5fa6576b270a70b1c0c23cb2e513a7bceb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.513225, + "units": "z_score" + }, + "case_id": "drought__000002__A", + "evidence": { + "ndvi_z_score": 0.513225, + "baseline_mean": 0.483527 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/gt/B.json b/data/source_assets/multi_hazard/drought/000002/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..ce7e778aa59b728e289d756e40f5ecb7ad87311b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.612305 + }, + "case_id": "drought__000002__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 2789.968, + "mean_value": -0.151825, + "pixel_count": 1792 + }, + "q2_mid_low_spi": { + "area_ha": 7092.024, + "mean_value": 0.635883, + "pixel_count": 4560 + }, + "q3_mid_high_spi": { + "area_ha": 15609.242, + "mean_value": 1.149333, + "pixel_count": 10032 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/gt/C.json b/data/source_assets/multi_hazard/drought/000002/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..43e8a3a766402e4f8cc5ea487a71f5424502db58 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000002__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.084098, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 2789.968, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 6961.945, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/gt/D.json b/data/source_assets/multi_hazard/drought/000002/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..326bc2b974abac55701c73a51a8d058adccfb3f9 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000002__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 10, + "in_footprint": 0, + "nearest": { + "distance_m": 426.363, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 2789.968, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 508.172 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/metadata.json b/data/source_assets/multi_hazard/drought/000002/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8340b80d5c0296b89fedb5cc38902de02c30dd4b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000002", + "built_at": "2026-05-17T04:44:54Z", + "candidate_index": 2, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "California Central Valley drought AOI 02", + "geometry": { + "coordinates": [ + [ + [ + -119.69378333045856, + 36.295021236905576 + ], + [ + -119.53378333045856, + 36.295021236905576 + ], + [ + -119.53378333045856, + 36.45502123690557 + ], + [ + -119.69378333045856, + 36.45502123690557 + ], + [ + -119.69378333045856, + 36.295021236905576 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000002", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000002/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000002/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..627f35ba9674537ce38b0b19d13bd82116a780cc --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -119.5662384, + 36.4018949 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 101, + "name": "Excelsior School", + "osm_id": 358783887, + "osm_type": "node", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6720751, + 36.3721724 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 17, + "name": "Hanford Christian School", + "osm_id": 358785353, + "osm_type": "node", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6423524, + 36.401617 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 41, + "name": "Kings River School", + "osm_id": 358786973, + "osm_type": "node", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6445731, + 36.3155057 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 39, + "name": "Lincoln Elementary School", + "osm_id": 358787834, + "osm_type": "node", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6498517, + 36.350228 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 35, + "name": "Monroe School", + "osm_id": 358789313, + "osm_type": "node", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6306841, + 36.3371724 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 50, + "name": "Lee Richmond Elementary School", + "osm_id": 358791127, + "osm_type": "node", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6581847, + 36.3185612 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 28, + "name": "Roosevelt Elementary School", + "osm_id": 358791318, + "osm_type": "node", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6442956, + 36.3357835 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 39, + "name": "Thomas McCarthy Memorial School", + "osm_id": 358793436, + "osm_type": "node", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.545959, + 36.3438393 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 117, + "name": "Willow Grove School", + "osm_id": 358794756, + "osm_type": "node", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6301279, + 36.301339 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 51, + "name": "Gardenside Elementary School", + "osm_id": 358833340, + "osm_type": "node", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6317953, + 36.3430058 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 49, + "name": "Cleveland School", + "osm_id": 358833461, + "osm_type": "node", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6448954, + 36.3448652 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 39, + "name": "Earl F Johnson High School", + "osm_id": 358833463, + "osm_type": "node", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6448514, + 36.3432835 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 39, + "name": "Hanford High Night Continuation School", + "osm_id": 358833467, + "osm_type": "node", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6820767, + 36.435228 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 9, + "name": "Oak View Continuation High School", + "osm_id": 358834514, + "osm_type": "node", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.666954, + 36.3238618 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 21, + "name": "Adventist Health Hanford", + "osm_id": 3320792708, + "osm_type": "node", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652007, + 36.3260774 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 33, + "name": "Hanford", + "osm_id": 6113937990, + "osm_type": "node", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6667995, + 36.324414 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 21, + "name": "Hanford Medical Pavilion", + "osm_id": 6456309410, + "osm_type": "node", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.667716, + 36.3228485 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 21, + "name": "Adventist Health Hanford - Birth Center", + "osm_id": 6456309411, + "osm_type": "node", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6733539, + 36.312482 + ], + "type": "Point" + }, + "properties": { + "category": "fire_stations", + "col": 16, + "name": "Fire Stations OSM", + "osm_id": 13411788982, + "osm_type": "node", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6925461, + 36.4325665 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "East Paloma Avenue", + "osm_id": 10320404, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6813279, + 36.433676 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 10335111, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6901218, + 36.4324813 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "South Kingston Street", + "osm_id": 10335703, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.684746, + 36.4340753 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "South Castro Street", + "osm_id": 10335766, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6853593, + 36.4332552 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "East Latonia Street", + "osm_id": 10336069, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6902285, + 36.4318251 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "East Latonia Street", + "osm_id": 10336074, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.679806, + 36.4341799 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 11, + "name": "East Latonia Street", + "osm_id": 10336076, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6856731, + 36.4345093 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "De Woody Street", + "osm_id": 10337139, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6929042, + 36.4338869 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "South Renn Avenue", + "osm_id": 10338022, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.695157, + 36.4418048 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "East Letson Avenue", + "osm_id": 10338377, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6837275, + 36.4417075 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "East Letson Avenue", + "osm_id": 10338378, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6859649, + 36.433545 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Del Rio Street", + "osm_id": 10339149, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6861699, + 36.4283044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Fowler Avenue", + "osm_id": 10339552, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6888057, + 36.434598 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "South Bliss Avenue", + "osm_id": 10339703, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6790033, + 36.4363278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "South Pueblo Drive", + "osm_id": 10340006, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6777029, + 36.4349304 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "South Latonia Avenue", + "osm_id": 10340433, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6804032, + 36.4363568 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 11, + "name": "Armstrong Avenue", + "osm_id": 10340438, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6932718, + 36.4331436 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Paloma Avenue", + "osm_id": 10340483, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6637751, + 36.4288617 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "South Locan Avenue", + "osm_id": 10341743, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6904836, + 36.4346275 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "East Murphy Street", + "osm_id": 10341747, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6936571, + 36.4320428 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "South Dennis Avenue", + "osm_id": 10341944, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6887561, + 36.4363378 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "South Gonser Street", + "osm_id": 10342097, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6873657, + 36.4312273 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 5, + "name": "Nares Avenue", + "osm_id": 10342232, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.685477, + 36.4324572 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "South del Rio Street", + "osm_id": 10342359, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6815162, + 36.4363042 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Murphy Avenue", + "osm_id": 10342509, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.686052, + 36.4371669 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "East Tache Avenue", + "osm_id": 10342841, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6898703, + 36.435715 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "East Tache Avenue", + "osm_id": 10342842, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6858115, + 36.4364127 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "South Castro Avenue", + "osm_id": 10343499, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6894672, + 36.4336812 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "East de Woody Street", + "osm_id": 10343586, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.690311, + 36.4332369 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "East de Woody Street", + "osm_id": 10343587, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6544857, + 36.4489352 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "South de Wolf Avenue", + "osm_id": 10345736, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654522, + 36.4397737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "South de Wolf Avenue", + "osm_id": 10345741, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6547474, + 36.4292965 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "South de Wolf Avenue", + "osm_id": 10345742, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7435833, + 36.4382018 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "East Riverdale Avenue", + "osm_id": 10346813, + "osm_type": "way", + "row": 13 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6560641, + 36.4358838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "East Riverdale Avenue", + "osm_id": 10346814, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6839449, + 36.4321983 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "East Nares Avenue", + "osm_id": 10346874, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6780834, + 36.4363103 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Veranda Avenue", + "osm_id": 10346901, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6817542, + 36.4348845 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "South Armstrong Avenue", + "osm_id": 10347340, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6726276, + 36.4453287 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "East Harlan Avenue", + "osm_id": 10347610, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6921805, + 36.4336042 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "South Fairway Avenue", + "osm_id": 10348050, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6907128, + 36.4403094 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "South Fatima Avenue", + "osm_id": 10348085, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6906816, + 36.4340214 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "South Fatima Avenue", + "osm_id": 10348086, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.690648, + 36.4325597 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "South Fatima Avenue", + "osm_id": 10348087, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6862054, + 36.4335745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "South Fowler Avenue", + "osm_id": 10349666, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6898839, + 36.4369012 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "East Summit Avenue", + "osm_id": 10349944, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6837898, + 36.4352094 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "South Pio Pico Avenue", + "osm_id": 10349962, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6682407, + 36.3420948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Cambridge Court", + "osm_id": 10389705, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6681369, + 36.3403675 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Cornell Court", + "osm_id": 10389706, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6191395, + 36.3681523 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "8 3/4 Avenue", + "osm_id": 10389707, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.616743, + 36.3300309 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "8 3/4 Avenue", + "osm_id": 10389714, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.556087, + 36.3391685 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "5 1/2 Avenue", + "osm_id": 10389717, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.628414, + 36.3442062 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Harrison Avenue", + "osm_id": 10389772, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6293365, + 36.348298 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Harrison Avenue", + "osm_id": 10389775, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6457532, + 36.4344262 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Boundary Line Road", + "osm_id": 10389778, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6476648, + 36.3376222 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Keith Street", + "osm_id": 10389779, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6668681, + 36.3369478 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Princeton Avenue", + "osm_id": 10389783, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557496, + 36.3644772 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Plum Lane", + "osm_id": 10389797, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557355, + 36.358116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Plum Lane", + "osm_id": 10389799, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6640169, + 36.3270127 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "11 1/2 Street", + "osm_id": 10389801, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6345505, + 36.330334 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 10389975, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6407409, + 36.3316978 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 10389981, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.657453, + 36.2995551 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10390071, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653572, + 36.362926 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10390239, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6620813, + 36.3678833 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "North Glacier Way", + "osm_id": 10390242, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6411422, + 36.3232573 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 10390254, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6488401, + 36.3227596 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10390256, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6439544, + 36.3243057 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 10390357, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5556091, + 36.2949018 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 10390363, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5736315, + 36.44951 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 10390364, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652494, + 36.362773 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10390365, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652987, + 36.362085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10390373, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654384, + 36.3630745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10390379, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651403, + 36.362175 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10390380, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6563699, + 36.345947 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 10390509, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6914645, + 36.3151855 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "13th Avenue", + "osm_id": 10390592, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6525728, + 36.3593399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10390599, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6516705, + 36.361344 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10390608, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6534505, + 36.3135975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10390652, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654031, + 36.314132 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10390653, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6541209, + 36.314049 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10390654, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6042111, + 36.3239607 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 10390662, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6568902, + 36.3182147 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10390742, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6081713, + 36.3534271 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 10390745, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6485152, + 36.3380998 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10390848, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6485402, + 36.3306258 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10390851, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5738317, + 36.4136392 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 10390906, + "osm_type": "way", + "row": 33 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6309575, + 36.3377345 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 10390916, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6776404, + 36.3286788 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Highways OSM", + "osm_id": 10390917, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6574901, + 36.3207436 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10390968, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6016627, + 36.3244302 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 10391058, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.596137, + 36.3265469 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10391061, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6920517, + 36.3147416 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "13th Avenue", + "osm_id": 10391096, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6514093, + 36.3274142 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10391119, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6837402, + 36.3286596 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Saratoga Court", + "osm_id": 10391123, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6833808, + 36.3294605 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Freedom Street", + "osm_id": 10391124, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557874, + 36.3666876 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 10391143, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6558863, + 36.3435986 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 10391163, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6591364, + 36.3353255 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Highways OSM", + "osm_id": 10391165, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6756074, + 36.3010933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Highways OSM", + "osm_id": 10391166, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6718607, + 36.3009422 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 10391170, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6871699, + 36.3680808 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 5, + "name": "Highways OSM", + "osm_id": 10391297, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6646084, + 36.3411707 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10391319, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6492303, + 36.3221933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 10391467, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.657109, + 36.343007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10391486, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6396791, + 36.3277116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 10391512, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.663219, + 36.3657445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Madison Way", + "osm_id": 10391520, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.648547, + 36.330897 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10391593, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6403795, + 36.3399155 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 10391597, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6307012, + 36.3412882 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 10391600, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6732823, + 36.4008963 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Highways OSM", + "osm_id": 10391609, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.650394, + 36.3092395 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10391646, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6762844, + 36.344847 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Highways OSM", + "osm_id": 10391677, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6842339, + 36.3298338 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Highways OSM", + "osm_id": 10391685, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654556, + 36.362595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10391904, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6383406, + 36.3949347 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 10391986, + "osm_type": "way", + "row": 48 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6575346, + 36.3213512 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10392092, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6517262, + 36.3303596 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10392130, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.641988, + 36.3286334 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 10392148, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6544187, + 36.3258316 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10392161, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5381265, + 36.4543465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Highways OSM", + "osm_id": 10392225, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.537321, + 36.4415434 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Highways OSM", + "osm_id": 10392306, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.655652, + 36.3049907 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Dawn Lane", + "osm_id": 10392387, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6371516, + 36.2985654 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 10392395, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6367967, + 36.2985688 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 10392396, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6033032, + 36.3461373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 10392486, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6786072, + 36.3285718 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 10392492, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.670816, + 36.3193271 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Highways OSM", + "osm_id": 10392494, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6675784, + 36.3486465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Norfolk Lane", + "osm_id": 10392538, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.648512, + 36.3390276 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10392586, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6421745, + 36.341612 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 10392602, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6577645, + 36.3519084 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10392608, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6471858, + 36.3180721 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 10392610, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6483402, + 36.3295928 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10392611, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652446, + 36.3628005 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10392623, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653146, + 36.361055 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10392637, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.549699, + 36.451514 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Highways OSM", + "osm_id": 10392643, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6519955, + 36.361305 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10392645, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.65224, + 36.3585245 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10392646, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653467, + 36.3611885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10392650, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6825245, + 36.3294468 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Lexington Place", + "osm_id": 10392651, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6535348, + 36.3630803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10392809, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6536527, + 36.3633108 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10392811, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649614, + 36.3353566 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 10392961, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6883685, + 36.3291975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "Highways OSM", + "osm_id": 10392964, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6318812, + 36.3376614 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 10392977, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652462, + 36.3602055 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10393097, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.65191, + 36.3592085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10393099, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6520415, + 36.357662 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10393100, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6531535, + 36.359306 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10393101, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651478, + 36.361588 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10393102, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6473338, + 36.3158918 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 10393103, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557785, + 36.3182549 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 10393113, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6332289, + 36.3240639 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 10393145, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6592368, + 36.3400549 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Highways OSM", + "osm_id": 10393165, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6499953, + 36.3362778 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 10393166, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6488526, + 36.329595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10393209, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6788728, + 36.334174 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 10393215, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6861821, + 36.4013731 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Highways OSM", + "osm_id": 10393232, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.658779, + 36.3393126 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Highways OSM", + "osm_id": 10393367, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6468844, + 36.3229759 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 10393375, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5979914, + 36.3241655 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 10393392, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6524284, + 36.3308044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10393394, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6533385, + 36.362927 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10393421, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.646868, + 36.3305454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 10393464, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.692841, + 36.309458 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "Highways OSM", + "osm_id": 10393467, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6687382, + 36.3788399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 10393470, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.676809, + 36.314511 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Highways OSM", + "osm_id": 10393487, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6523824, + 36.3148803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10393583, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6789333, + 36.3288463 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 10393606, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6742507, + 36.313381 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Highways OSM", + "osm_id": 10393612, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6774897, + 36.334141 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Highways OSM", + "osm_id": 10393618, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6415871, + 36.3306402 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 10393676, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6494414, + 36.3326139 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 10393677, + "osm_type": "way", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6478216, + 36.3703998 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "West Pioneer Way", + "osm_id": 10393686, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5510345, + 36.3793925 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 10393687, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654345, + 36.3616975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10393688, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.555499, + 36.384162 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 10393689, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652783, + 36.361239 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10393692, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6543495, + 36.3618085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10393693, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654477, + 36.36194 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10393695, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6883565, + 36.3291804 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "Highways OSM", + "osm_id": 10393704, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6528775, + 36.3399454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10393874, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6415844, + 36.3295786 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 10393894, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6444522, + 36.3285177 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10393904, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6368364, + 36.2988809 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 10394046, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6371308, + 36.2988436 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 10394047, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6789324, + 36.3288881 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 10394134, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6879049, + 36.3289862 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 5, + "name": "Highways OSM", + "osm_id": 10394139, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653155, + 36.3140795 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10394149, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649434, + 36.3335529 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 10394197, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.645154, + 36.3403615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10394198, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6473965, + 36.3179821 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 10394208, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6380116, + 36.3207296 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 10394209, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6476484, + 36.342188 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 10394244, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.690825, + 36.315289 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Highways OSM", + "osm_id": 10394293, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6515765, + 36.3625391 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10394310, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6892725, + 36.3461616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "Stagecoach Drive", + "osm_id": 10394317, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5617571, + 36.3037333 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 10394318, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6693618, + 36.3166445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Bengston Avenue", + "osm_id": 10394344, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6443584, + 36.3421805 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10394393, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.604176, + 36.3257944 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 10394409, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.694897, + 36.3131154 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 10394477, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653063, + 36.358594 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10394509, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651929, + 36.358376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10394512, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6531585, + 36.357808 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10394515, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6451634, + 36.3183585 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10394524, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6529075, + 36.360616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10394532, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652533, + 36.359357 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10394546, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6533175, + 36.3603865 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10394547, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6535733, + 36.3248386 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10394599, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.597325, + 36.4005854 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 10394617, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6068796, + 36.399175 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 10394629, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.623037, + 36.4294835 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 10394637, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6204925, + 36.4120769 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 10394639, + "osm_type": "way", + "row": 34 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.643257, + 36.33995 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 10394661, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6667364, + 36.3488765 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Castle Drive", + "osm_id": 10394705, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.584865, + 36.4267885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10394743, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6494243, + 36.3344373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 10394745, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6145532, + 36.3498273 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 10394783, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652558, + 36.3579682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10394787, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6412145, + 36.339915 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 10394822, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.574389, + 36.4317485 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 10394841, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6584132, + 36.2989017 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Highways OSM", + "osm_id": 10394961, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6446058, + 36.3437948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10394965, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6561773, + 36.3467361 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 10394990, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6234448, + 36.3079692 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 10395061, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6694825, + 36.3475005 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Bristol Lane", + "osm_id": 10395072, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6770178, + 36.3337746 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Highways OSM", + "osm_id": 10395074, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6348958, + 36.324666 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 10395099, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.598034, + 36.3270199 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 10395124, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6001596, + 36.326019 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 10395125, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000002/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000002/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..a2f49a76eb5f56f198dd6b526f4334d7bc0950de --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a934654d6eeba7cfbe6d554ffaa2aae6bd7349861c8c77ac4407b710a29edcc7 +size 9847 diff --git a/data/source_assets/multi_hazard/drought/000002/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000002/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..3f9165316ad35ff1ca04fd5b2e1a1e41d7f1ac6b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6724ddca7d8b48e1910162adfca817b4976c939b0d11ee1e296258944073a28a +size 53371 diff --git a/data/source_assets/multi_hazard/drought/000002/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000002/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..d965a851744fe019c0e4d0dc702ff8900baa4645 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbe4faf652657893c92fd11040f9c36c6cc5c85fdce5bca55b1bccdcb1a8a2cd +size 2559 diff --git a/data/source_assets/multi_hazard/drought/000002/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000002/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..4e0efaef365643300892c590224e7210c5314eb1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6436055af517497bd8164bae84638d031074fc51e605cac0bcae4cee685ff49b +size 156726 diff --git a/data/source_assets/multi_hazard/drought/000002/quality_report.json b/data/source_assets/multi_hazard/drought/000002/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..86beef754e3f09e6217d47daaaea76a8db3c85c0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:45:35Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000002", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000002/questions/A.json b/data/source_assets/multi_hazard/drought/000002/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..ea517afccfee707756c1612ff21c0adbede8d0b0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000002__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for California Central Valley drought AOI 02 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000002", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000002/questions/B.json b/data/source_assets/multi_hazard/drought/000002/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..76cb693a72bcbe2aa5709c5ab5ee311f6f5dff70 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000002__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over California Central Valley drought AOI 02 on 2024-08-15?", + "sample_id": "drought__000002", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000002/questions/C.json b/data/source_assets/multi_hazard/drought/000002/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..482c7c761a5be8083a8188ddf5a727370fdd629d --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000002__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for California Central Valley drought AOI 02?", + "sample_id": "drought__000002", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000002/questions/D.json b/data/source_assets/multi_hazard/drought/000002/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..a9355ee73914b0b15b8f88c3612ac22fe20dcbb6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000002__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for California Central Valley drought AOI 02?", + "sample_id": "drought__000002", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..ed3bdee1b3860702efbdfc7eb9c266658053446e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "64ca92953f0f9b8af8f6543e8a7c40ade14b09822254fb76c6ecfa00b33c182d", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..ccca88cfae8ad857134c37325da9ad58323c186d Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..3b9f994a4c58de7e485ec6282ae7860140bd2818 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:11Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "772af5edc32b47cad0d0a09b60a4947c077d305acad2e84013c885c7fc9a3c6c", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..2497d288606246b7f8598ee6a09acac3dff0a9da Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..12cedadd6a2edade3f245defc619f20526e18b4f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": false, + "derived_from": [ + "chirps_spi__target", + "drought/000002/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 1.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "98cd9641851c04ce71e45fe67a0390c1730f61d9b8f525dd085e47af3c7fc74f", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..dd9f51a89034b77e0b3ee09faab3ec1620c0e816 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..12e9e27957588a343877bbf16bcfa9a3dcd962a7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:15Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "7075c0507fafd9a7441dcb665cb0b5da2927c82268c1bfbeb6bedd70a7ed1a4b", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..3411e325675ecd77eb3ab912a1469a0b05d63df3 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000002/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..7ec435bc51387e26eebc562d1e164c77e118698d --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 4524, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 326.0799865722656, + "mean": 316.04296875, + "minimum": 307.2799987792969, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000002/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "64c146e43ed4bd05d207d22a0287c1cdd0c5052490732e6a1ca0ad2017ff8ef3", + "units": "K", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -119.69378333045856, + 36.295021236905576 + ], + [ + -119.53378333045856, + 36.295021236905576 + ], + [ + -119.53378333045856, + 36.45502123690557 + ], + [ + -119.69378333045856, + 36.45502123690557 + ], + [ + -119.69378333045856, + 36.295021236905576 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 326.0799865722656, + "minimum": 307.2799987792969, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "64c146e43ed4bd05d207d22a0287c1cdd0c5052490732e6a1ca0ad2017ff8ef3", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000002/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000002/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..13e60d94b76e4c161ce65c83626aa15e30aa0c23 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000002/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000002/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000002/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..ae92afb1902ef5912d2deb000c5a90ea413c9135 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 111.00577545166016, + "minimum": 0.0, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "5a570df4c98db6eb046271b88ad474478685912e16c31c5946e6893a96b4fe3e", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000002/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000002/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..bde07e2506b267ce50ce29859133e77fbcaaac69 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000002/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000002/trajectories/A.json b/data/source_assets/multi_hazard/drought/000002/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..964594919bd1d5eb8791aa930981d6a425bac0c5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000002", + "calls": [ + { + "args": { + "aoi_id": "drought__000002", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:15Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000002", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000002", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.500486, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.483527, + "baseline_std": 0.033044, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.513225, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000002", + "status": "TASK_COMPLETE", + "answer": { + "value": 0.513225, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.513225, + "baseline_mean": 0.483527 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.513225, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.513225, + "baseline_mean": 0.483527 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000002__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.513225, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.513225, + "baseline_mean": 0.483527 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:15Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000002", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.500486, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.483527, + "baseline_std": 0.033044, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.513225, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/trajectories/B.json b/data/source_assets/multi_hazard/drought/000002/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..476fda9c24c52ea22559ff6b096670268f616e66 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000002", + "calls": [ + { + "args": { + "aoi_id": "drought__000002", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000002", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000002", + "by_class": { + "q1_low_spi": { + "area_ha": 2789.968, + "mean_value": -0.151825, + "pixel_count": 1792 + }, + "q2_mid_low_spi": { + "area_ha": 7092.024, + "mean_value": 0.635883, + "pixel_count": 4560 + }, + "q3_mid_high_spi": { + "area_ha": 15609.242, + "mean_value": 1.149333, + "pixel_count": 10032 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 1.3382, + "mean": 0.864115, + "median": 0.673414, + "min": -0.384207, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.140716, + "p50": 0.673414, + "p95": 1.3382 + }, + "pixel_area_m2": 15558.614, + "std": 0.474531, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.612305 + }, + "aoi_id": "drought__000002", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 2789.968, + "mean_value": -0.151825, + "pixel_count": 1792 + }, + "q2_mid_low_spi": { + "area_ha": 7092.024, + "mean_value": 0.635883, + "pixel_count": 4560 + }, + "q3_mid_high_spi": { + "area_ha": 15609.242, + "mean_value": 1.149333, + "pixel_count": 10032 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.612305 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 2789.968, + "mean_value": -0.151825, + "pixel_count": 1792 + }, + "q2_mid_low_spi": { + "area_ha": 7092.024, + "mean_value": 0.635883, + "pixel_count": 4560 + }, + "q3_mid_high_spi": { + "area_ha": 15609.242, + "mean_value": 1.149333, + "pixel_count": 10032 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000002__B", + "final": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.612305 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 2789.968, + "mean_value": -0.151825, + "pixel_count": 1792 + }, + "q2_mid_low_spi": { + "area_ha": 7092.024, + "mean_value": 0.635883, + "pixel_count": 4560 + }, + "q3_mid_high_spi": { + "area_ha": 15609.242, + "mean_value": 1.149333, + "pixel_count": 10032 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000002", + "by_class": { + "q1_low_spi": { + "area_ha": 2789.968, + "mean_value": -0.151825, + "pixel_count": 1792 + }, + "q2_mid_low_spi": { + "area_ha": 7092.024, + "mean_value": 0.635883, + "pixel_count": 4560 + }, + "q3_mid_high_spi": { + "area_ha": 15609.242, + "mean_value": 1.149333, + "pixel_count": 10032 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 1.3382, + "mean": 0.864115, + "median": 0.673414, + "min": -0.384207, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.140716, + "p50": 0.673414, + "p95": 1.3382 + }, + "pixel_area_m2": 15558.614, + "std": 0.474531, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/trajectories/C.json b/data/source_assets/multi_hazard/drought/000002/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..e996c05af8bbf09d2fcdfccd3726d9c51e53a1a6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000002", + "calls": [ + { + "args": { + "aoi_id": "drought__000002", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000002", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:15Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000002", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:11Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000002", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000002", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557 + ] + } + }, + "median_area_ha": 2789.968, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": -0.001224, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": -0.00142, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.084098, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 85.562, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.890625, + "chirps_spi__modis_ndvi": 0.676941, + "modis_ndvi__era5_soil_moisture": 0.72699 + }, + "per_source": { + "chirps_spi": { + "area_ha": 2789.968, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 6961.945, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "modis_ndvi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000002", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.084098, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 2789.968, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 6961.945, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.084098, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 2789.968, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 6961.945, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000002__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.084098, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 2789.968, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 6961.945, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:15Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:11Z", + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000002", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.69378333045856, + 0.0, + -0.0012499999999999734, + 36.45502123690557 + ] + } + }, + "median_area_ha": 2789.968, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": -0.001224, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": -0.00142, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.084098, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 85.562, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.890625, + "chirps_spi__modis_ndvi": 0.676941, + "modis_ndvi__era5_soil_moisture": 0.72699 + }, + "per_source": { + "chirps_spi": { + "area_ha": 2789.968, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 6961.945, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "modis_ndvi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000002/trajectories/D.json b/data/source_assets/multi_hazard/drought/000002/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..c42e3aa2faa0a4fe0aab25aed91968232589c714 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000002/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000002", + "calls": [ + { + "args": { + "aoi_id": "drought__000002", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000002", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000002", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 10, + "in_footprint": 0, + "nearest": { + "distance_m": 426.363, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 2789.968, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 26543.88, + "population_within_footprint": 508.172 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000002", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 10, + "in_footprint": 0, + "nearest": { + "distance_m": 426.363, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 2789.968, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 508.172 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 10, + "in_footprint": 0, + "nearest": { + "distance_m": 426.363, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 2789.968, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 508.172 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000002__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 10, + "in_footprint": 0, + "nearest": { + "distance_m": 426.363, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 2789.968, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 508.172 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000002", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000002/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000002", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 10, + "in_footprint": 0, + "nearest": { + "distance_m": 426.363, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 2789.968, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 26543.88, + "population_within_footprint": 508.172 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/aoi.geojson b/data/source_assets/multi_hazard/drought/000004/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..4d10465fcb8968a252ff84f7c7eb2f4b666f5fbe --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + 76.75741083467032, + 17.3622117657909 + ], + [ + 76.91741083467032, + 17.3622117657909 + ], + [ + 76.91741083467032, + 17.522211765790896 + ], + [ + 76.75741083467032, + 17.522211765790896 + ], + [ + 76.75741083467032, + 17.3622117657909 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000004/available_handles.json b/data/source_assets/multi_hazard/drought/000004/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..ac090d4e59b43cb88f0ef9ae0b5013f0c8452954 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000004", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000004/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..0cc3fa87019898bacce576f8a49b4777847a5be2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,111.774665,false +2019-08-15,53.808803,false +2020-08-15,111.475707,false +2021-08-15,138.951072,false +2022-08-15,60.446764,false +2023-08-15,35.463633,false +2024-08-15,131.045145,true diff --git a/data/source_assets/multi_hazard/drought/000004/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000004/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..d95373cf5d5dc6ce941354ed85109f46f89c9176 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.48482,false +2019-08-15,0.433523,false +2020-08-15,0.454217,false +2021-08-15,0.448758,false +2022-08-15,0.434192,false +2023-08-15,0.380577,false +2024-08-15,0.472419,true diff --git a/data/source_assets/multi_hazard/drought/000004/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000004/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..2dea7b558c80c5466200a2ff69293ae7f6d93008 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.532419,false +2019-08-15,0.389308,false +2020-08-15,0.616211,false +2021-08-15,0.407438,false +2022-08-15,0.613572,false +2023-08-15,0.407197,false +2024-08-15,0.587735,true diff --git a/data/source_assets/multi_hazard/drought/000004/drought_normalization.json b/data/source_assets/multi_hazard/drought/000004/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000004/gt/A.json b/data/source_assets/multi_hazard/drought/000004/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..9808e4bc4af19e55cc194ea126b57618a0359a07 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.876894, + "units": "z_score" + }, + "case_id": "drought__000004__A", + "evidence": { + "ndvi_z_score": 0.876894, + "baseline_mean": 0.494358 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/gt/B.json b/data/source_assets/multi_hazard/drought/000004/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..7e2969c3dd3dc5b2412768f200239d3240bebc74 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.940186 + }, + "case_id": "drought__000004__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28298.116, + "mean_value": -0.326669, + "pixel_count": 15404 + }, + "q2_mid_low_spi": { + "area_ha": 1800.4, + "mean_value": -0.09946, + "pixel_count": 980 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/gt/C.json b/data/source_assets/multi_hazard/drought/000004/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..a64b01c52d758602d64427a653ca58579f321a1d --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000004__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.02725, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28298.116, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 788.252, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/gt/D.json b/data/source_assets/multi_hazard/drought/000004/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..fae33d2ed74a8f0b4519308716addd1c47de7ee1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 3 + }, + "case_id": "drought__000004__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 29.811, + "name": "Government High School, Tawargera ಗವರ್ನ್ಮೆಂಟ್ ಹೈ ಸ್ಕೂಲ್, ತವಾರ್ಗೆರಾ" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28298.116, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 64776.573 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/metadata.json b/data/source_assets/multi_hazard/drought/000004/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a17f49fbf1d76845303526b03cf4598df3b3ae24 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000004", + "built_at": "2026-05-17T04:44:54Z", + "candidate_index": 4, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "Deccan drought AOI 04", + "geometry": { + "coordinates": [ + [ + [ + 76.75741083467032, + 17.3622117657909 + ], + [ + 76.91741083467032, + 17.3622117657909 + ], + [ + 76.91741083467032, + 17.522211765790896 + ], + [ + 76.75741083467032, + 17.522211765790896 + ], + [ + 76.75741083467032, + 17.3622117657909 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000004", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "hidden_test", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000004/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000004/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..418c434b5b0019898d7d0fd76790a17663d9ea43 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + 76.8307251, + 17.3821029 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 58, + "name": "Taj Sultanpur", + "osm_id": 6161287645, + "osm_type": "node", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8953794, + 17.4760126 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 110, + "name": "Kurukotta", + "osm_id": 6597400710, + "osm_type": "node", + "row": 37 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8357517, + 17.3665872 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 62, + "name": "Noble Hospital", + "osm_id": 7548301120, + "osm_type": "node", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8858989, + 17.44483 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 102, + "name": "Government Hospital", + "osm_id": 8188036349, + "osm_type": "node", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8983602, + 17.4431485 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 112, + "name": "St Luke Health Centre", + "osm_id": 11876043321, + "osm_type": "node", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8913856, + 17.4371509 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 106, + "name": "KRCRS AVARAD B(Kittur Rani Chennamma Residential Schools)", + "osm_id": 11876043324, + "osm_type": "node", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.916641, + 17.4802122 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 126, + "name": "\u0ca8\u0cae\u0ccd\u0cae\u0cc2\u0cb0\u0ccd \u0cae\u0cbe\u0ca6\u0cb0\u0cbf\u0caf \u0caa\u0ccd\u0cb0\u0cc8\u0cae\u0cb0\u0cbf \u0cb8\u0ccd\u0c95\u0cc2\u0cb2\u0ccd \u0c85\u0c82\u0c95\u0cb2\u0c97\u0cbf", + "osm_id": 11925053900, + "osm_type": "node", + "row": 33 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8890742, + 17.4092636 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 105, + "name": "Government High School, Tawargera \u0c97\u0cb5\u0cb0\u0ccd\u0ca8\u0ccd\u0cae\u0cc6\u0c82\u0c9f\u0ccd \u0cb9\u0cc8 \u0cb8\u0ccd\u0c95\u0cc2\u0cb2\u0ccd, \u0ca4\u0cb5\u0cbe\u0cb0\u0ccd\u0c97\u0cc6\u0cb0\u0cbe", + "osm_id": 11925296365, + "osm_type": "node", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8882517, + 17.4105392 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 104, + "name": "Schools OSM", + "osm_id": 11925296366, + "osm_type": "node", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7817152, + 17.3882716 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 98812682, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7268298, + 17.4145275 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 98812683, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8342639, + 17.3567093 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 98847877, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7761712, + 17.4390353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 118281776, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7554692, + 17.4576096 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 118281781, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8071176, + 17.387429 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 118281786, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7541682, + 17.4851834 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 118281800, + "osm_type": "way", + "row": 29 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7824914, + 17.4618406 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 118281806, + "osm_type": "way", + "row": 48 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8768487, + 17.3608451 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 118467968, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8252407, + 17.4491251 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 118468014, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.846198, + 17.433281 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 118468018, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8571209, + 17.3925963 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 118468030, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8415008, + 17.3733395 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 118468038, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8830468, + 17.4458662 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 132474375, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8360249, + 17.3661546 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 133176954, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8355749, + 17.361997 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 133176957, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8346146, + 17.36445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 133176971, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8554071, + 17.363291 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 133190201, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8545538, + 17.3629423 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 133190204, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8461937, + 17.4539506 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 133190205, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8561469, + 17.3669365 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 133190213, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7872011, + 17.396333 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Highways OSM", + "osm_id": 133190215, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.85455, + 17.3704674 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 133190216, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8531785, + 17.3619701 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 133190223, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8560041, + 17.3640433 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 133190225, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9166737, + 17.4340838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "Highways OSM", + "osm_id": 133190226, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9164393, + 17.4775959 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 133190229, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.854386, + 17.3450043 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Ring Road", + "osm_id": 134497831, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8807156, + 17.4956235 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 137025569, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9093161, + 17.3977862 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 137538341, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8221573, + 17.3839657 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 140545615, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8203686, + 17.3841259 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 140545616, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8217158, + 17.3849995 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 140545621, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8366516, + 17.3635036 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 142299181, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8292022, + 17.3858838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 142299205, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8367665, + 17.3603942 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 142299208, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8959541, + 17.5579963 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 153037516, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9621087, + 17.415493 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 202948447, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7542904, + 17.5168889 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 208484153, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8479822, + 17.5178731 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 208484155, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8160313, + 17.4948531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 208484156, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7916839, + 17.5191867 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Highways OSM", + "osm_id": 208484157, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8821943, + 17.4827997 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 208781711, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7660858, + 17.5210337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 208866058, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8285672, + 17.425368 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 239109812, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8678885, + 17.5170193 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 245417900, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8608922, + 17.3935539 + ], + "type": "Point" + }, + "properties": { + "category": "power_substations", + "col": 82, + "name": "Gulbarga Sub Station", + "osm_id": 248736721, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8623605, + 17.392162 + ], + "type": "Point" + }, + "properties": { + "category": "power_substations", + "col": 83, + "name": "Gulbarga", + "osm_id": 248736730, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7616984, + 17.4130577 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 329515941, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.775974, + 17.397439 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 329515951, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8544455, + 17.345026 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Ring Road", + "osm_id": 372557000, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8396364, + 17.3653054 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Ring Road", + "osm_id": 372583408, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.823436, + 17.3619531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Ring Road", + "osm_id": 372592037, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.827664, + 17.3712918 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 372592038, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8302322, + 17.3669047 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 372592040, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.813253, + 17.3599578 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Alanda Road", + "osm_id": 372592043, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.823397, + 17.3620342 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Ring Road", + "osm_id": 372592044, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8396465, + 17.3653913 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Ring Road", + "osm_id": 372592047, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8373475, + 17.36555 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 372592310, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8557279, + 17.3764806 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 372593214, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8520268, + 17.3695158 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 372593215, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8520681, + 17.3694928 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 372593216, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8566081, + 17.3777965 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 372593434, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8735033, + 17.4037152 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 372593435, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8436636, + 17.3550677 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Nehru Ganj", + "osm_id": 373203001, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8436248, + 17.3550907 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Nehru Ganj", + "osm_id": 373203952, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8666469, + 17.3889934 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 373570462, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8653417, + 17.387497 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 373570463, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8618938, + 17.3889586 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 373570464, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8659474, + 17.3907375 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 373570465, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8714996, + 17.3910155 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 373570466, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9093275, + 17.466924 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 373609858, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.849773, + 17.3615019 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 443530545, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8386811, + 17.3610324 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852452, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8383804, + 17.3635489 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 541852453, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8383324, + 17.3629859 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 541852454, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8380834, + 17.3627314 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 541852455, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8384753, + 17.3622498 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 541852478, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8413137, + 17.3639856 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852479, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8410962, + 17.3622885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 541852480, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8398183, + 17.3623717 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852481, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8404542, + 17.3623391 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 541852482, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8412254, + 17.3642059 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852484, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8411948, + 17.3636413 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852485, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8415844, + 17.363545 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852486, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8411052, + 17.3630746 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 541852487, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8426333, + 17.3648173 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852488, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8423387, + 17.3649582 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852489, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8427473, + 17.3646451 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852490, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.842464, + 17.3628007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852491, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8431518, + 17.3624761 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852493, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8417666, + 17.3622116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852494, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8421758, + 17.3632024 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852495, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8423095, + 17.3634267 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852496, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8426242, + 17.3626011 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852497, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8428991, + 17.36239 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852498, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8439404, + 17.3626555 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 541852499, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8436258, + 17.362755 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852500, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8434249, + 17.364216 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852502, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8432491, + 17.3644003 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852503, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8429196, + 17.3639698 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852504, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8430888, + 17.3641898 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852505, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8412313, + 17.3620471 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852506, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8443802, + 17.3624871 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 541852507, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8424428, + 17.3636567 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852508, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8414967, + 17.3637729 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852509, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8420297, + 17.3629578 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852510, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8414608, + 17.3622975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852512, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8398686, + 17.3647138 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852552, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8397748, + 17.3644126 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852553, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8402129, + 17.3645306 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 541852554, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8400762, + 17.3640134 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 541852555, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8399246, + 17.363553 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852556, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8400396, + 17.3634145 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 541852557, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8391515, + 17.3644388 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852559, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8394469, + 17.3651779 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852560, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8397089, + 17.3659062 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852561, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8396974, + 17.3658309 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852562, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8397043, + 17.3653355 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541852563, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8448344, + 17.3638801 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 541852564, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8433112, + 17.3617714 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 541852587, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8410544, + 17.3654408 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 541852610, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8413254, + 17.3653593 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852611, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8421696, + 17.3652642 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852612, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8419064, + 17.3650981 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 541852613, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8388632, + 17.3637347 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 541859063, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8469955, + 17.363328 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 541859064, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8364223, + 17.3651747 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 541859069, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8365127, + 17.3637291 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 541859072, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8373397, + 17.3647804 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 541859073, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8372669, + 17.3652163 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 541859074, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8383232, + 17.3650447 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 541859075, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8376746, + 17.3649082 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 541859076, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8368388, + 17.3648057 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 541859078, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8361263, + 17.3654381 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 541859080, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8356123, + 17.3647914 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 541859082, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8361508, + 17.3652039 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 541859084, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8325593, + 17.3620871 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859111, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8340466, + 17.3623617 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859113, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8334615, + 17.3634948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859115, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8339736, + 17.3653001 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859118, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8345614, + 17.3661667 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859119, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8349329, + 17.3649356 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 541859120, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8346436, + 17.365206 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859121, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8342667, + 17.365001 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859122, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8344651, + 17.3650989 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859123, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8335173, + 17.3657371 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859124, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8338169, + 17.3660022 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859125, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8343316, + 17.3659581 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859126, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8336102, + 17.3655283 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859127, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8335961, + 17.3647903 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859128, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8330025, + 17.365771 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859129, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.835242, + 17.365469 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 541859130, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8347605, + 17.363183 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859131, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8332097, + 17.363245 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859132, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8332297, + 17.3642248 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859133, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.833034, + 17.3629687 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859134, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8327494, + 17.3629551 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859135, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.833343, + 17.3629898 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859136, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8335172, + 17.3622624 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859137, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8341992, + 17.362316 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859139, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8341574, + 17.3625786 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859140, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8324614, + 17.3624204 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 541859141, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8346319, + 17.3638942 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859142, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8346785, + 17.3639663 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859143, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8343182, + 17.3637332 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859144, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8339948, + 17.3637826 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859145, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8300399, + 17.362308 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859151, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8304141, + 17.3631476 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859152, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8309746, + 17.3634786 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859153, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8314683, + 17.362958 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 541859154, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8312949, + 17.3634218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 541859155, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8307346, + 17.3631102 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859156, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8305759, + 17.3622257 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859157, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8309814, + 17.3624987 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859158, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8301647, + 17.3632371 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859159, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.830719, + 17.3630894 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859160, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8286485, + 17.3648577 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859161, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8279527, + 17.365426 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541859162, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8285289, + 17.3651137 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541859163, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8280436, + 17.3642715 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541859164, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8276923, + 17.3646543 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541859165, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8278684, + 17.3644416 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541859166, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.828639, + 17.363747 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859167, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8292065, + 17.3631985 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859168, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8291647, + 17.3635911 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859169, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8290013, + 17.3637619 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859170, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.830485, + 17.363789 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859171, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8297459, + 17.3647859 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859172, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8296624, + 17.3645061 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859173, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8306109, + 17.3644671 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859174, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8297236, + 17.3652075 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859175, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8296314, + 17.3650009 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859176, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8284238, + 17.3637766 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541859177, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8299153, + 17.3625791 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859178, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8304097, + 17.3625435 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859179, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.829367, + 17.3645167 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 541859180, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8369575, + 17.3621202 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 541859181, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.833989, + 17.3630365 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859182, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8345596, + 17.3630773 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 541859183, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.827192, + 17.3630543 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541859184, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.829917, + 17.3621456 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 541859191, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8281734, + 17.3621464 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541866684, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.827914, + 17.3628375 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541866685, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8266825, + 17.3535959 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541872240, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8254167, + 17.3625463 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 541872245, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8246904, + 17.3625476 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 541872247, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8259949, + 17.361593 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 541872248, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.824698, + 17.3622435 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 541872253, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8260537, + 17.3637614 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 541872264, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8249667, + 17.3631123 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 541872266, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8275759, + 17.3623797 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541872270, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8270359, + 17.3631187 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541872271, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8274363, + 17.3623301 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 541872277, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8266087, + 17.3622106 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541872279, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8268636, + 17.362142 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541872281, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8269903, + 17.3624952 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541872283, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8271089, + 17.3620943 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541872285, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8263992, + 17.3620222 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 541872286, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8581478, + 17.3618829 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 542222874, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8582552, + 17.3623746 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 542222875, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8578596, + 17.3625687 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 542222876, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8584886, + 17.3622935 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 542222877, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8575607, + 17.3626244 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 542222878, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8552059, + 17.3620762 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 542222881, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8553304, + 17.3629464 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 542222882, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8582214, + 17.3647649 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 542222883, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8576393, + 17.3644834 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 542222884, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8575119, + 17.363985 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 542222885, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8567863, + 17.3646972 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 542222886, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8580415, + 17.3643703 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 542222887, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8571982, + 17.3645622 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 542222888, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8564509, + 17.3686231 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 542222889, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8542475, + 17.3718899 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 542222890, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8544583, + 17.3721897 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 542222891, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.854437, + 17.3724855 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 542222892, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8545455, + 17.3727898 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 542222893, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8543539, + 17.3721871 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 542222894, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8541404, + 17.3715572 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 542222895, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8592476, + 17.362485 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 542222903, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8602254, + 17.3620036 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 542222904, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000004/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000004/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..98ae5ca892ebc5e94cc7bc4724fa693e980a87b0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:538abf6e2947ddf3cab797c18542b54ec1667149f6512e91bb8305f12f108433 +size 3973 diff --git a/data/source_assets/multi_hazard/drought/000004/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000004/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..5a35a720ba9c04843e725e53f014b4167d1ae2eb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faaf367db8381459a591b49d28958d2cf69a2fc86fd036c2e0113618f46e2f76 +size 48038 diff --git a/data/source_assets/multi_hazard/drought/000004/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000004/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..412283b336a1d58f18a00ec0e3dcf77a05a3b858 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa3f138d3fd70ae5fe792b715dddfdfb9c6fa3e4f2551b2a2fe16df29aed03d6 +size 2375 diff --git a/data/source_assets/multi_hazard/drought/000004/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000004/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..74f311ba2a6211817aacedf2f572e2d159c1d160 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:948352e1f7cf2c334c81615817fc8ff0f0bd6f9604419a612514d0cf73d77d6c +size 130673 diff --git a/data/source_assets/multi_hazard/drought/000004/quality_report.json b/data/source_assets/multi_hazard/drought/000004/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..29ced750632d12ce62124cbb7e1d1b93e10fcd9b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/quality_report.json @@ -0,0 +1,20 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:45:26Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [ + "viirs_lst__target" + ], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 1.11083984375, + "sample_id": "sample_000004", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000004/questions/A.json b/data/source_assets/multi_hazard/drought/000004/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..30896cdb7eb4c187083e8d5c6c63a6a6f28b61ee --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000004__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for Deccan drought AOI 04 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000004", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000004/questions/B.json b/data/source_assets/multi_hazard/drought/000004/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..94552d79ed9de4673f0ae6f3185d5fc1ae1a9133 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000004__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over Deccan drought AOI 04 on 2024-08-15?", + "sample_id": "drought__000004", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000004/questions/C.json b/data/source_assets/multi_hazard/drought/000004/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..53ecc24e73028d4a68d8f150454eddb3ef6031ee --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000004__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for Deccan drought AOI 04?", + "sample_id": "drought__000004", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000004/questions/D.json b/data/source_assets/multi_hazard/drought/000004/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..f8f74147a52161af08e29a2cb41c06c97a5d7659 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000004__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for Deccan drought AOI 04?", + "sample_id": "drought__000004", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..50ace4e03f4cc75d93d2291c248045281d1dc218 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:02Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "a8afe46874f1b9c9b944cdc9a2b3c02a54864383e3cc5b437271ca198b8e06cd", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..7689d1de1cb244aef091168e548cb6a9596242fd Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..9edb9de9cb34ab3dfd11077500a1ab8e5873b1c5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "0471060e7fd88868642df5e50964f87efb558b58c89351d578eb990b804ac52e", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..177b47c383f881ab08e9e7e4d1cc5869626da348 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..313213c0e5956c2cee63b42638f0541bff7abaee --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": false, + "derived_from": [ + "chirps_spi__target", + "drought/000004/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 1.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "2b824bbcd8417015e67d9cd98726ea7965e33887dbbbc8bed307681c56eb1580", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..df902b4e4d88a5680e3ed6b72892b54f0dea2761 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..a5a0f2620d70484fb0e2fd05d466830205ed0dbb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "c94bf8ac2b869b5574313cdfae0d16857468d3d445c5ca0621bd89a370e438dd", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..536f2e7223208b5fbc24c160c94149c91dc1106e Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000004/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..2dfa2151cf89080e2e61f0ec4d2e8165f8d18cee --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 1528, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 319.79998779296875, + "mean": 317.0482482910156, + "minimum": 314.3800048828125, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000004/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "11ab45b9acdadd9d9c653662bc3ecc93bac47176bf3cc9b04e5f7cf4ed5af612", + "units": "K", + "valid_fraction": 0.04266357421875 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + 76.75741083467032, + 17.3622117657909 + ], + [ + 76.91741083467032, + 17.3622117657909 + ], + [ + 76.91741083467032, + 17.522211765790896 + ], + [ + 76.75741083467032, + 17.522211765790896 + ], + [ + 76.75741083467032, + 17.3622117657909 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 319.79998779296875, + "minimum": 314.3800048828125, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 95.733642578125, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "11ab45b9acdadd9d9c653662bc3ecc93bac47176bf3cc9b04e5f7cf4ed5af612", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 0.04266357421875 +} diff --git a/data/source_assets/multi_hazard/drought/000004/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000004/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..b370580598cbebc1e9b413d549b69282c1c0a4ab Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000004/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000004/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000004/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..bc99d59680dfffb6f55f9dfefa72ed9649e64ed0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 57.80425262451172, + "minimum": 0.8445470929145813, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "ef7b67cbb226b902d369d55797914862627d2e60eb789e8193aa441e0aa6449a", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.991455078125, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000004/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000004/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..0131bfa1530fc7bd8e4e7437fbb8ec118913fb00 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000004/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000004/trajectories/A.json b/data/source_assets/multi_hazard/drought/000004/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..d0ab49ffd4ef318de9948856f8c21184125431e7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000004", + "calls": [ + { + "args": { + "aoi_id": "drought__000004", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000004", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000004", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.587735, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.494358, + "baseline_std": 0.106486, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.876894, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000004", + "status": "TASK_COMPLETE", + "answer": { + "value": 0.876894, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.876894, + "baseline_mean": 0.494358 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.876894, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.876894, + "baseline_mean": 0.494358 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000004__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.876894, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.876894, + "baseline_mean": 0.494358 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000004", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.587735, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.494358, + "baseline_std": 0.106486, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.876894, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/trajectories/B.json b/data/source_assets/multi_hazard/drought/000004/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..9d761d4ae5b1c6a09858ade33dceed803b89a23a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000004", + "calls": [ + { + "args": { + "aoi_id": "drought__000004", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:02Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000004", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000004", + "by_class": { + "q1_low_spi": { + "area_ha": 28298.116, + "mean_value": -0.326669, + "pixel_count": 15404 + }, + "q2_mid_low_spi": { + "area_ha": 1800.4, + "mean_value": -0.09946, + "pixel_count": 980 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q1_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": -0.091067, + "mean": -0.313079, + "median": -0.347755, + "min": -0.424272, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.424272, + "p50": -0.347755, + "p95": -0.105755 + }, + "pixel_area_m2": 18370.677, + "std": 0.088435, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.940186 + }, + "aoi_id": "drought__000004", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28298.116, + "mean_value": -0.326669, + "pixel_count": 15404 + }, + "q2_mid_low_spi": { + "area_ha": 1800.4, + "mean_value": -0.09946, + "pixel_count": 980 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.940186 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28298.116, + "mean_value": -0.326669, + "pixel_count": 15404 + }, + "q2_mid_low_spi": { + "area_ha": 1800.4, + "mean_value": -0.09946, + "pixel_count": 980 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000004__B", + "final": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.940186 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28298.116, + "mean_value": -0.326669, + "pixel_count": 15404 + }, + "q2_mid_low_spi": { + "area_ha": 1800.4, + "mean_value": -0.09946, + "pixel_count": 980 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:02Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000004", + "by_class": { + "q1_low_spi": { + "area_ha": 28298.116, + "mean_value": -0.326669, + "pixel_count": 15404 + }, + "q2_mid_low_spi": { + "area_ha": 1800.4, + "mean_value": -0.09946, + "pixel_count": 980 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q1_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": -0.091067, + "mean": -0.313079, + "median": -0.347755, + "min": -0.424272, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.424272, + "p50": -0.347755, + "p95": -0.105755 + }, + "pixel_area_m2": 18370.677, + "std": 0.088435, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/trajectories/C.json b/data/source_assets/multi_hazard/drought/000004/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..0e78653364cf69b4be8f0104e7d48d733a9e25a3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000004", + "calls": [ + { + "args": { + "aoi_id": "drought__000004", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:02Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000004", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000004", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000004", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000004", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896 + ] + } + }, + "median_area_ha": 788.252, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.002217, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.026853, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.02725, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 189.16, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.059814, + "chirps_spi__modis_ndvi": 0.0849, + "modis_ndvi__era5_soil_moisture": 0.973816 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28298.116, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 788.252, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000004", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.02725, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28298.116, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 788.252, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.02725, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28298.116, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 788.252, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000004__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.02725, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28298.116, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 788.252, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:02Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000004", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.75741083467032, + 0.0, + -0.0012499999999999734, + 17.522211765790896 + ] + } + }, + "median_area_ha": 788.252, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.002217, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.026853, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.02725, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 189.16, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.059814, + "chirps_spi__modis_ndvi": 0.0849, + "modis_ndvi__era5_soil_moisture": 0.973816 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28298.116, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 788.252, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000004/trajectories/D.json b/data/source_assets/multi_hazard/drought/000004/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..37abbfb8b0d4ff0b2c255acdab9aa23e964f95d0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000004/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000004", + "calls": [ + { + "args": { + "aoi_id": "drought__000004", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000004", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000004", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 29.811, + "name": "Government High School, Tawargera ಗವರ್ನ್ಮೆಂಟ್ ಹೈ ಸ್ಕೂಲ್, ತವಾರ್ಗೆರಾ" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28298.116, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 67396.968, + "population_within_footprint": 64776.573 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 3 + }, + "aoi_id": "drought__000004", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 29.811, + "name": "Government High School, Tawargera ಗವರ್ನ್ಮೆಂಟ್ ಹೈ ಸ್ಕೂಲ್, ತವಾರ್ಗೆರಾ" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28298.116, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 64776.573 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 3 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 29.811, + "name": "Government High School, Tawargera ಗವರ್ನ್ಮೆಂಟ್ ಹೈ ಸ್ಕೂಲ್, ತವಾರ್ಗೆರಾ" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28298.116, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 64776.573 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000004__D", + "final": { + "answer": { + "schools_in_footprint": 3 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 29.811, + "name": "Government High School, Tawargera ಗವರ್ನ್ಮೆಂಟ್ ಹೈ ಸ್ಕೂಲ್, ತವಾರ್ಗೆರಾ" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28298.116, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 64776.573 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000004", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000004/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000004", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 29.811, + "name": "Government High School, Tawargera ಗವರ್ನ್ಮೆಂಟ್ ಹೈ ಸ್ಕೂಲ್, ತವಾರ್ಗೆರಾ" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28298.116, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 67396.968, + "population_within_footprint": 64776.573 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/aoi.geojson b/data/source_assets/multi_hazard/drought/000006/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..84a60ff785fd516085c9084d6fefee2322992be6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -119.75682869163006, + 36.54357870647648 + ], + [ + -119.59682869163007, + 36.54357870647648 + ], + [ + -119.59682869163007, + 36.70357870647648 + ], + [ + -119.75682869163006, + 36.70357870647648 + ], + [ + -119.75682869163006, + 36.54357870647648 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000006/available_handles.json b/data/source_assets/multi_hazard/drought/000006/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..8752c3454756b92fb6689d873893af58d3289d7f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000006", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000006/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..2ab370a19e46890382a5d39e4d0c08bef21621eb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.415457,false +2019-08-15,0.0,false +2020-08-15,0.103778,false +2021-08-15,0.0,false +2022-08-15,0.0,false +2023-08-15,0.0,false +2024-08-15,0.280862,true diff --git a/data/source_assets/multi_hazard/drought/000006/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000006/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..1df7eb386c9b0360161c34c92a82aa57ba867018 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.134265,false +2019-08-15,0.134428,false +2020-08-15,0.13446,false +2021-08-15,0.133984,false +2022-08-15,0.134189,false +2023-08-15,0.154246,false +2024-08-15,0.134458,true diff --git a/data/source_assets/multi_hazard/drought/000006/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000006/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..519957ee7c0c8f080489433d051315cbe78fd89a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.377524,false +2019-08-15,0.393258,false +2020-08-15,0.375966,false +2021-08-15,0.372081,false +2022-08-15,0.380849,false +2023-08-15,0.424042,false +2024-08-15,0.411548,true diff --git a/data/source_assets/multi_hazard/drought/000006/drought_normalization.json b/data/source_assets/multi_hazard/drought/000006/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000006/gt/A.json b/data/source_assets/multi_hazard/drought/000006/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..647d533dfabf14c406d95238c9d5ba679cd193be --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 1.250265, + "units": "z_score" + }, + "case_id": "drought__000006__A", + "evidence": { + "ndvi_z_score": 1.250265, + "baseline_mean": 0.387287 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/gt/B.json b/data/source_assets/multi_hazard/drought/000006/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..bd92c92d304b33be37e4a18f936fcc366003de1b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.730896 + }, + "case_id": "drought__000006__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 3142.378, + "mean_value": 0.605, + "pixel_count": 2025 + }, + "q3_mid_high_spi": { + "area_ha": 18573.11, + "mean_value": 1.219754, + "pixel_count": 11975 + }, + "q4_high_spi": { + "area_ha": 3695.465, + "mean_value": 1.827678, + "pixel_count": 2384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/gt/C.json b/data/source_assets/multi_hazard/drought/000006/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..e6ade45f38e432d03b1c6323c392850a26ed73c6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000006__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.236696 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 6285.496, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 10688.101, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/gt/D.json b/data/source_assets/multi_hazard/drought/000006/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..7019f798bd64d37e00b4a457646b69073f7330a8 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000006__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/metadata.json b/data/source_assets/multi_hazard/drought/000006/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7f57c718fba167847aac71777f32f5bed540e8e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000006", + "built_at": "2026-05-17T04:44:54Z", + "candidate_index": 6, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "California Central Valley drought AOI 06", + "geometry": { + "coordinates": [ + [ + [ + -119.75682869163006, + 36.54357870647648 + ], + [ + -119.59682869163007, + 36.54357870647648 + ], + [ + -119.59682869163007, + 36.70357870647648 + ], + [ + -119.75682869163006, + 36.70357870647648 + ], + [ + -119.75682869163006, + 36.54357870647648 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000006", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000006/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000006/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..c6753839987ff3b1ec5a3327f0f6fcb400643702 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -119.6790253, + 36.632728 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 62, + "name": "Fremont Middle School", + "osm_id": 358766239, + "osm_type": "node", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6087431, + 36.5716172 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 118, + "name": "James Garfield Elementary School", + "osm_id": 358766424, + "osm_type": "node", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6142991, + 36.5843949 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 113, + "name": "Andrew Jackson Elementary School", + "osm_id": 358768205, + "osm_type": "node", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6190213, + 36.5696727 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 109, + "name": "Heartland High School", + "osm_id": 358768293, + "osm_type": "node", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6818047, + 36.6985612 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 60, + "name": "Lone Star Elementary School", + "osm_id": 358769669, + "osm_type": "node", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6737934, + 36.6355645 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 66, + "name": "Marshall Elementary School", + "osm_id": 358770234, + "osm_type": "node", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6084654, + 36.5766172 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 118, + "name": "Roosevelt School", + "osm_id": 358773785, + "osm_type": "node", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.609855, + 36.6127282 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 117, + "name": "Walnut School", + "osm_id": 358778270, + "osm_type": "node", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7323623, + 36.6805056 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 19, + "name": "Malaga Elementary School", + "osm_id": 358834263, + "osm_type": "node", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5981886, + 36.6568948 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 126, + "name": "Del Rey Elementary School", + "osm_id": 358834283, + "osm_type": "node", + "row": 37 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6101323, + 36.5824505 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 116, + "name": "Cathedral Christian School", + "osm_id": 358834363, + "osm_type": "node", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6176326, + 36.5816172 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 110, + "name": "Selma Adult School", + "osm_id": 358834413, + "osm_type": "node", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6098543, + 36.5760616 + ], + "type": "Point" + }, + "properties": { + "category": "fire_stations", + "col": 117, + "name": "Fire Station Number 2", + "osm_id": 368167645, + "osm_type": "node", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6152867, + 36.6635692 + ], + "type": "Point" + }, + "properties": { + "category": "fire_stations", + "col": 112, + "name": "Fresno County Fire Department Station #82", + "osm_id": 1794114301, + "osm_type": "node", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7534819, + 36.6010881 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 3, + "name": "Pacific Union Elementary School", + "osm_id": 6557460172, + "osm_type": "node", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6281396, + 36.6660661 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highland Avenue", + "osm_id": 10320328, + "osm_type": "way", + "row": 30 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6286207, + 36.5799697 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highland Avenue", + "osm_id": 10320330, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.679647, + 36.6328577 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "North 5th Street", + "osm_id": 10320425, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.624277, + 36.5636605 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Mitchell Avenue", + "osm_id": 10320447, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6236794, + 36.5821847 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Mitchell Avenue", + "osm_id": 10320450, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6236591, + 36.5916124 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Mitchell Avenue", + "osm_id": 10320465, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7243072, + 36.6636784 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Highways OSM", + "osm_id": 10320705, + "osm_type": "way", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7276389, + 36.6654325 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10320707, + "osm_type": "way", + "row": 30 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7149386, + 36.5603649 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10321426, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6234136, + 36.6035064 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 10322020, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6261744, + 36.5744557 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 10322194, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6839863, + 36.6255173 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "South Fowler Avenue", + "osm_id": 10322600, + "osm_type": "way", + "row": 62 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6618778, + 36.6052285 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 10322692, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7240578, + 36.6636824 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Highways OSM", + "osm_id": 10323376, + "osm_type": "way", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7350484, + 36.6734739 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 10323565, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6866395, + 36.628217 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 10323676, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6556477, + 36.5598179 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 10323723, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6316714, + 36.5775668 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 10324045, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6314446, + 36.5777479 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 10324047, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.604832, + 36.5843148 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 10324346, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.603857, + 36.5843131 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 10324347, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6078854, + 36.5853314 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 10324399, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074232, + 36.5857616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10324400, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.610391, + 36.6830962 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 10324805, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6661589, + 36.6642852 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 10325655, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7354639, + 36.6722125 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 10325663, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7228765, + 36.6965832 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Highways OSM", + "osm_id": 10325710, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074441, + 36.5862769 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10326353, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5970662, + 36.548271 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 10326490, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5957478, + 36.6758378 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 10327205, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6062846, + 36.608934 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10327207, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6651203, + 36.6900791 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 10327611, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6723252, + 36.6708625 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 10327620, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6823904, + 36.6251509 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 10327680, + "osm_type": "way", + "row": 62 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7531254, + 36.688564 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 10327854, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7545288, + 36.6903347 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Highways OSM", + "osm_id": 10327858, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6683896, + 36.6675672 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 10328214, + "osm_type": "way", + "row": 29 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074435, + 36.5868367 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10328325, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6075702, + 36.5878778 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 10328326, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6860165, + 36.6315603 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Valley Mobile Home Park", + "osm_id": 10329202, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7293289, + 36.6643365 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10329537, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7171071, + 36.6648839 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10329554, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.752942, + 36.6867071 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 10329794, + "osm_type": "way", + "row": 13 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5990834, + 36.5488976 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Highways OSM", + "osm_id": 10329900, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7015883, + 36.6599081 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 10330083, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074107, + 36.5875229 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10330160, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074362, + 36.5884112 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10330162, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6225788, + 36.5843879 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 10330232, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6176311, + 36.5652362 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 10330263, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6140684, + 36.5627864 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 10330264, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7419012, + 36.6790005 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 10330303, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7438717, + 36.6794879 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 10330305, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.685907, + 36.632007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Valley Mobile Home Park", + "osm_id": 10330671, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6983486, + 36.6397241 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 10331381, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5948738, + 36.5454194 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 10331590, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5968484, + 36.5468824 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 10331592, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6283584, + 36.5744279 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 10331847, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074336, + 36.5890951 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10331879, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6080396, + 36.5897997 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 10331880, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074347, + 36.5901231 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10331885, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7009377, + 36.6590154 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 10332105, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6926349, + 36.6356922 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 10332397, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6653201, + 36.6023372 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 10332666, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6071833, + 36.5899984 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 10333358, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6169456, + 36.5865002 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 10333396, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6582391, + 36.603193 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10333548, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6938592, + 36.634664 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 10334028, + "osm_type": "way", + "row": 55 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6150943, + 36.6569288 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 10334368, + "osm_type": "way", + "row": 37 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5949743, + 36.6377386 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 10334474, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.611857, + 36.6016257 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 10334707, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7032866, + 36.6434752 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 10334799, + "osm_type": "way", + "row": 48 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7527042, + 36.5582467 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 10335069, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7022284, + 36.6317029 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 10335327, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6340618, + 36.5899253 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "East Ostler Street", + "osm_id": 10335664, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6040614, + 36.562243 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Olive", + "osm_id": 10335678, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6013846, + 36.582752 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Jackson Street", + "osm_id": 10335733, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6221571, + 36.5827689 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Jackson Street", + "osm_id": 10335736, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6043007, + 36.582699 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Jackson Street", + "osm_id": 10335737, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6143314, + 36.5825651 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Jackson Street", + "osm_id": 10335738, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6044674, + 36.5794458 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "F Street", + "osm_id": 10336004, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6044391, + 36.5772403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "F Street", + "osm_id": 10336009, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.615957, + 36.5598444 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Park Street", + "osm_id": 10336014, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6084573, + 36.5607186 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Park Street", + "osm_id": 10336016, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6218353, + 36.5593431 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Park Street", + "osm_id": 10336017, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6816889, + 36.6320367 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "East Mariposa Street", + "osm_id": 10336049, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6786661, + 36.6342187 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "East Mariposa Street", + "osm_id": 10336051, + "osm_type": "way", + "row": 55 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.683374, + 36.6354064 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "North 6th Street", + "osm_id": 10336133, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6816022, + 36.6329853 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "North 6th Street", + "osm_id": 10336139, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6221522, + 36.587607 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Bryan Street", + "osm_id": 10336186, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7010014, + 36.597866 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "East Springfield Avenue", + "osm_id": 10336286, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6811082, + 36.6271861 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "West Main Street", + "osm_id": 10336299, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7324502, + 36.6832778 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "South Frank Avenue", + "osm_id": 10336311, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6151763, + 36.582088 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Wright Street", + "osm_id": 10336329, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.615392, + 36.5721036 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Wright Street", + "osm_id": 10336331, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6159395, + 36.5705402 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Wright Street", + "osm_id": 10336333, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6662998, + 36.636316 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "East Goble Avenue", + "osm_id": 10336343, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5974916, + 36.5513276 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "South Van Horn Avenue", + "osm_id": 10336368, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.597059, + 36.6551931 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "South Van Horn Avenue", + "osm_id": 10336369, + "osm_type": "way", + "row": 38 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5977664, + 36.5362445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "South Van Horn Avenue", + "osm_id": 10336372, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6721359, + 36.6290119 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "East Nelson Avenue", + "osm_id": 10336463, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.683061, + 36.6326205 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "North 7th Street", + "osm_id": 10336501, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7095793, + 36.5690225 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "South Minnewawa Avenue", + "osm_id": 10336552, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7092206, + 36.641609 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "South Minnewawa Avenue", + "osm_id": 10336553, + "osm_type": "way", + "row": 49 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7089246, + 36.6782815 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "South Minnewawa Avenue", + "osm_id": 10336555, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6712469, + 36.6272376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "East Sumner Avenue", + "osm_id": 10336610, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6956053, + 36.6271338 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "East Sumner Avenue", + "osm_id": 10336613, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6192975, + 36.5654917 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "North Street", + "osm_id": 10336646, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6732969, + 36.6336221 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "South 1st Street", + "osm_id": 10336672, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6241764, + 36.5735097 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Cinema Way", + "osm_id": 10336731, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6113582, + 36.568227 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "High Street", + "osm_id": 10336955, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6157301, + 36.5720447 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "High Street", + "osm_id": 10336957, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6682851, + 36.6370403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "North Jonna Avenue", + "osm_id": 10337012, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6151723, + 36.5925129 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Wright", + "osm_id": 10337074, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6061792, + 36.5949634 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "South Duke Avenue", + "osm_id": 10337092, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6098037, + 36.5570783 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Blaine Avenue", + "osm_id": 10337098, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6220778, + 36.5571015 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Blaine Avenue", + "osm_id": 10337099, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7398958, + 36.565514 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Xenia Street", + "osm_id": 10337131, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6164852, + 36.5589247 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Yerba Street", + "osm_id": 10337221, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6229596, + 36.5584728 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Yerba Street", + "osm_id": 10337222, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5957004, + 36.6575098 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "East Morro Avenue", + "osm_id": 10337232, + "osm_type": "way", + "row": 37 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6156989, + 36.5652682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Young Street", + "osm_id": 10337248, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6129478, + 36.5753214 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Chestnut Street", + "osm_id": 10337350, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.602494, + 36.5752347 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Chestnut Street", + "osm_id": 10337351, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6757622, + 36.6274586 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "East Vine Street", + "osm_id": 10337509, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6018366, + 36.5854172 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Dockery Avenue", + "osm_id": 10337547, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6017539, + 36.5597682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Dockery Avenue", + "osm_id": 10337550, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7340878, + 36.677221 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Golden State Frontage Road", + "osm_id": 10337556, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6125874, + 36.5641846 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "3rd Street", + "osm_id": 10337579, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6155614, + 36.5620671 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "3rd Street", + "osm_id": 10337585, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6692848, + 36.6279385 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Christopher Court", + "osm_id": 10337687, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6129532, + 36.5771404 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Cypress Street", + "osm_id": 10337761, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7336608, + 36.6789735 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "East Long Avenue", + "osm_id": 10337893, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.623721, + 36.6850209 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "East Muscat Avenue", + "osm_id": 10337895, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7470935, + 36.6851846 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "East Muscat Avenue", + "osm_id": 10337896, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7355758, + 36.6852315 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "East Muscat Avenue", + "osm_id": 10337897, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7516489, + 36.6852623 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "East Muscat Avenue", + "osm_id": 10337898, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7486522, + 36.6850896 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "East Muscat Avenue", + "osm_id": 10337899, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6616248, + 36.685454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "East Muscat Avenue", + "osm_id": 10337900, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7533413, + 36.6851552 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "East Muscat Avenue", + "osm_id": 10337901, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.675224, + 36.6296168 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "East Fresno Street", + "osm_id": 10337902, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6019726, + 36.5429332 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "South Dockery Avenue", + "osm_id": 10337906, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6011962, + 36.7049582 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "South Dockery Avenue", + "osm_id": 10337908, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6210206, + 36.5602601 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Sunset Street", + "osm_id": 10337993, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6703621, + 36.6264978 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Laker Lane", + "osm_id": 10337996, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6706631, + 36.6281283 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Laker Lane", + "osm_id": 10337997, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7061694, + 36.5763749 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "East Floral Avenue", + "osm_id": 10338028, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5872501, + 36.5761317 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "East Floral Avenue", + "osm_id": 10338029, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.597223, + 36.6600363 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "East Avila Avenue", + "osm_id": 10338052, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6080044, + 36.579278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Joy Street", + "osm_id": 10338074, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6076653, + 36.5823179 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Joy Street", + "osm_id": 10338075, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6082843, + 36.5717326 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Tulare Street", + "osm_id": 10338085, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6129783, + 36.5716101 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Tulare Street", + "osm_id": 10338086, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6862616, + 36.6371239 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "East Bonita Way", + "osm_id": 10338143, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6042944, + 36.5834305 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Huntsman Avenue", + "osm_id": 10338259, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6160549, + 36.5835049 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Huntsman Avenue", + "osm_id": 10338260, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6847069, + 36.6228477 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "West Fresno Street", + "osm_id": 10338274, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6795145, + 36.6265518 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "West Fresno Street", + "osm_id": 10338275, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7558451, + 36.7027973 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "East Mason Avenue", + "osm_id": 10338283, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5961691, + 36.6576434 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "South Carmel Avenue", + "osm_id": 10338313, + "osm_type": "way", + "row": 36 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6071743, + 36.5829934 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Hope Street", + "osm_id": 10338338, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6109504, + 36.5222138 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "South McCall Avenue", + "osm_id": 10338358, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6104365, + 36.5789317 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Alton Court", + "osm_id": 10338487, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6740619, + 36.6343158 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "1st Street", + "osm_id": 10338509, + "osm_type": "way", + "row": 55 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6186626, + 36.5638803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "1st Street", + "osm_id": 10338513, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.614288, + 36.5670477 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "1st Street", + "osm_id": 10338517, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.616697, + 36.5594282 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Van Horn Street", + "osm_id": 10338524, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6169532, + 36.5902696 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Van Horn Street", + "osm_id": 10338525, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6837417, + 36.6341105 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "East Stockton Street", + "osm_id": 10338632, + "osm_type": "way", + "row": 55 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6840225, + 36.6213939 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "South Walnut Drive", + "osm_id": 10338654, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6286813, + 36.5724296 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "South Highland Avenue", + "osm_id": 10338814, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6043435, + 36.5841774 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Burnham Street", + "osm_id": 10338921, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6174038, + 36.5847848 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Burnham Street", + "osm_id": 10338923, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6248442, + 36.584576 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Burnham Street", + "osm_id": 10338924, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6245207, + 36.5844247 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "O'Ryan Street", + "osm_id": 10338991, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6875763, + 36.6335501 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "South Stearns Street", + "osm_id": 10339059, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5998618, + 36.5699815 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Redwood Lane", + "osm_id": 10339099, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5976769, + 36.5699978 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "Redwood Lane", + "osm_id": 10339100, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5988122, + 36.5834003 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Nelson Boulevard", + "osm_id": 10339164, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6096276, + 36.5739866 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "A Street", + "osm_id": 10339261, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6094865, + 36.5803891 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "A Street", + "osm_id": 10339262, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6043313, + 36.5660907 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Mill Street", + "osm_id": 10339341, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5973906, + 36.5661499 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Mill Street", + "osm_id": 10339342, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6215447, + 36.5664968 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Mill Street", + "osm_id": 10339343, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6737418, + 36.6324266 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "South 2nd Street", + "osm_id": 10339402, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6696562, + 36.6264819 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Violet Avenue", + "osm_id": 10339449, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6221011, + 36.5626926 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Walnut Street", + "osm_id": 10339517, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.657941, + 36.6235282 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "East Mott Avenue", + "osm_id": 10339555, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6052858, + 36.5749278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "E Street", + "osm_id": 10339616, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.617833, + 36.5902594 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Gaynor Circle", + "osm_id": 10339627, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6781285, + 36.6349653 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "East la Crosse Avenue", + "osm_id": 10339659, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6833561, + 36.6354056 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "East la Crosse Avenue", + "osm_id": 10339660, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653487, + 36.554349 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "East Saginaw Avenue", + "osm_id": 10339690, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5870658, + 36.5542635 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "East Saginaw Avenue", + "osm_id": 10339692, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6128561, + 36.5876356 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Allan Street", + "osm_id": 10339736, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.690425, + 36.6417317 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "East Clayton Avenue", + "osm_id": 10339884, + "osm_type": "way", + "row": 49 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6151344, + 36.6416276 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "East Clayton Avenue", + "osm_id": 10339887, + "osm_type": "way", + "row": 49 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7313992, + 36.6734262 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "East Malaga Avenue", + "osm_id": 10339992, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7417096, + 36.6803978 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "South Bagley Avenue", + "osm_id": 10339993, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6336936, + 36.5905664 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "East Dinuba Avenue", + "osm_id": 10340048, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6163738, + 36.5907502 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "East Dinuba Avenue", + "osm_id": 10340050, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7184562, + 36.5800011 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "South Peach Avenue", + "osm_id": 10340115, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7177831, + 36.6722313 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "South Peach Avenue", + "osm_id": 10340116, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7168616, + 36.6593018 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "South Peach Avenue", + "osm_id": 10340118, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6257158, + 36.5860496 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Cleveland Street", + "osm_id": 10340132, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.626398, + 36.5705376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Cleveland Street", + "osm_id": 10340133, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6695066, + 36.6235859 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "South Harris Avenue", + "osm_id": 10340158, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6665903, + 36.6349815 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Dee Ann Avenue", + "osm_id": 10340235, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6007247, + 36.5651958 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "East Rorden Avenue", + "osm_id": 10340417, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6900556, + 36.6362144 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "West Bonita Avenue", + "osm_id": 10340457, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7521798, + 36.604015 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "East Linden Avenue", + "osm_id": 10340511, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6114196, + 36.6043745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "East Linden Avenue", + "osm_id": 10340513, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6158682, + 36.5893552 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Tammy Lane", + "osm_id": 10340590, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6045946, + 36.5892245 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Tammy Lane", + "osm_id": 10340591, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6151736, + 36.5875301 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Goldridge Street", + "osm_id": 10340630, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6051446, + 36.5875126 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Goldridge Street", + "osm_id": 10340631, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7393349, + 36.5660044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "East Overholser Avenue", + "osm_id": 10340699, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6778758, + 36.6329901 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "East Tuolumne Street", + "osm_id": 10340733, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6688466, + 36.6309068 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "East Walter Avenue", + "osm_id": 10340765, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6296757, + 36.5802872 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Art Gonzales Parkway", + "osm_id": 10340832, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6065622, + 36.5890245 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Blinkey Drive", + "osm_id": 10340929, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6076593, + 36.5807431 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Joy Court", + "osm_id": 10340965, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.618983, + 36.5626337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "John Street", + "osm_id": 10340975, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7140854, + 36.5544851 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "South Villa Avenue", + "osm_id": 10341013, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.713518, + 36.630735 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "South Villa Avenue", + "osm_id": 10341017, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7123117, + 36.6553369 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "South Villa Avenue", + "osm_id": 10341019, + "osm_type": "way", + "row": 38 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6720325, + 36.6341476 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "South Vista Street", + "osm_id": 10341026, + "osm_type": "way", + "row": 55 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6067007, + 36.5823173 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Love Street", + "osm_id": 10341051, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6071241, + 36.5791884 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Love Street", + "osm_id": 10341052, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.735158, + 36.6764672 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "East Cartwright Avenue", + "osm_id": 10341056, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6228756, + 36.5917136 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Sarah Street", + "osm_id": 10341066, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6208542, + 36.5912691 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Sarah Street", + "osm_id": 10341067, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.612958, + 36.5734567 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Merced Street", + "osm_id": 10341102, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6030404, + 36.5734027 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Merced Street", + "osm_id": 10341111, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.682125, + 36.6264639 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "South 10th Street", + "osm_id": 10341122, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7527467, + 36.6945064 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Golden State Front Road", + "osm_id": 10341124, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000006/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000006/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..458da4682e85b660505a1cd83da6188091a7c667 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:62821ccc97e20e44ff9d6d2addc1f1cc1b32d96314335643aaed15036d281b18 +size 12591 diff --git a/data/source_assets/multi_hazard/drought/000006/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000006/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..11900f3a9a80749879f472dfdc1ec5cd2a2cde32 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb67e686f6eec711e6dd34d242bd4ff965e81287e133f0d7cabab4a17084c7f1 +size 71057 diff --git a/data/source_assets/multi_hazard/drought/000006/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000006/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..ea6f60e4b6c60b714a9cd51dcb96b0c3ae444fad --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:041145c5d4bebb212a8d1d136b8d9e995a2595fda11f0729f21c5890f39a5065 +size 2319 diff --git a/data/source_assets/multi_hazard/drought/000006/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000006/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..0b0892bf444c9d0ea3083cdaa73b97ee726f5fac --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:100aa25a07c6b2357dbafdb4d197e3f81b8b90794a3a2b783ce8bc7900cd75b7 +size 150783 diff --git a/data/source_assets/multi_hazard/drought/000006/quality_report.json b/data/source_assets/multi_hazard/drought/000006/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..2025e5028ceaf949c93b0e1b5d6b8a0de0ae80e2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:45:35Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000006", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000006/questions/A.json b/data/source_assets/multi_hazard/drought/000006/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..bcb4c4b1e9e4c644536302f7490be12f0f6fd3fc --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000006__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for California Central Valley drought AOI 06 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000006", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000006/questions/B.json b/data/source_assets/multi_hazard/drought/000006/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..025e52897393e84ee55a3c7157f835084e1d37f1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000006__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over California Central Valley drought AOI 06 on 2024-08-15?", + "sample_id": "drought__000006", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000006/questions/C.json b/data/source_assets/multi_hazard/drought/000006/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..f674516f2ff3500086c395528ca8101971f6b4ee --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000006__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for California Central Valley drought AOI 06?", + "sample_id": "drought__000006", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000006/questions/D.json b/data/source_assets/multi_hazard/drought/000006/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..8412e7046661c3b0eca6b54fa4eb5ef13a374755 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000006__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for California Central Valley drought AOI 06?", + "sample_id": "drought__000006", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..45350be031fc50cf31b9f9025e416b1f7de61f80 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "e5b1e3ac5e634c63c0a1f1aa5ae26e5b0c88fcb8d4f889baecc757071f436c94", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..fe1ce810e7a9dfe8aa55dcc77ea4897ef7173744 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..31ac5116d4f1e7d6994ebc8a9da17c7441689afb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:08Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "b0bb2df9e87ab5943f3d53c00a6a5535f8adb7057c2d388f8489a9c19869a3ef", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..6ec17b4db8deb5a0a3bb094cf0e404dc7361883e Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..8f00cf4a918482fbd142ceca28d24f8b6e0d5dde --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": true, + "derived_from": [ + "chirps_spi__target", + "drought/000006/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 0.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "afa777e07899f84435616c85d8b5b8cd772d885ae3c49c252d86d8250f6d41da", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..08d8954a66bf046bc9cb54adcdca09c6a83c9b7f Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..ec92662a3a8f1430c8ffc82f2d35569ab0002552 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:09Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "e308f0ac04ae72787695f8ab7c1a62319db1ec060dae040fcc295665de25a01f", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..ecc7f85e1b5762f42dacdcd77e36c2566b2b456e Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000006/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..5fc2ad761d7ecc8d83cbd594ad479609c4e18e51 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 4556, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 326.260009765625, + "mean": 319.14453125, + "minimum": 312.260009765625, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000006/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "19f66c57e49ec4d0aad1c1b315b87093497265f648b69d097a0e19a8192e374a", + "units": "K", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -119.75682869163006, + 36.54357870647648 + ], + [ + -119.59682869163007, + 36.54357870647648 + ], + [ + -119.59682869163007, + 36.70357870647648 + ], + [ + -119.75682869163006, + 36.70357870647648 + ], + [ + -119.75682869163006, + 36.54357870647648 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 326.260009765625, + "minimum": 312.260009765625, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "19f66c57e49ec4d0aad1c1b315b87093497265f648b69d097a0e19a8192e374a", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000006/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000006/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..9b516620df0200782a8ce377906625d4275e8c8c Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000006/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000006/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000006/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..b3008ac67d519c8cab0c1f47f677685fd04e72c4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 115.3210678100586, + "minimum": 0.0, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "277a4ad2774c54aa40efcf3001a464ebc1f4c43da5f570399e39f1bd6502780c", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.99993896484375, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000006/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000006/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..94e938623805cbd020007ffa79bb549e263fe63d Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000006/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000006/trajectories/A.json b/data/source_assets/multi_hazard/drought/000006/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..a6ca18e54bea060128c960228a04750239329c0c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000006", + "calls": [ + { + "args": { + "aoi_id": "drought__000006", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:09Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000006", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000006", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.411548, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.387287, + "baseline_std": 0.019405, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.250265, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000006", + "status": "TASK_COMPLETE", + "answer": { + "value": 1.250265, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.250265, + "baseline_mean": 0.387287 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.250265, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.250265, + "baseline_mean": 0.387287 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000006__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.250265, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.250265, + "baseline_mean": 0.387287 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:09Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000006", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.411548, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.387287, + "baseline_std": 0.019405, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.250265, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/trajectories/B.json b/data/source_assets/multi_hazard/drought/000006/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..1a3e7f54c66b0aa6b0ffc0d61fa5b1c6d61fe3e2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000006", + "calls": [ + { + "args": { + "aoi_id": "drought__000006", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000006", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000006", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 3142.378, + "mean_value": 0.605, + "pixel_count": 2025 + }, + "q3_mid_high_spi": { + "area_ha": 18573.11, + "mean_value": 1.219754, + "pixel_count": 11975 + }, + "q4_high_spi": { + "area_ha": 3695.465, + "mean_value": 1.827678, + "pixel_count": 2384 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 4.0904, + "mean": 1.232231, + "median": 1.287658, + "min": 0.226857, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 0.648093, + "p50": 1.287658, + "p95": 1.401543 + }, + "pixel_area_m2": 15509.615, + "std": 0.489409, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.730896 + }, + "aoi_id": "drought__000006", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 3142.378, + "mean_value": 0.605, + "pixel_count": 2025 + }, + "q3_mid_high_spi": { + "area_ha": 18573.11, + "mean_value": 1.219754, + "pixel_count": 11975 + }, + "q4_high_spi": { + "area_ha": 3695.465, + "mean_value": 1.827678, + "pixel_count": 2384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.730896 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 3142.378, + "mean_value": 0.605, + "pixel_count": 2025 + }, + "q3_mid_high_spi": { + "area_ha": 18573.11, + "mean_value": 1.219754, + "pixel_count": 11975 + }, + "q4_high_spi": { + "area_ha": 3695.465, + "mean_value": 1.827678, + "pixel_count": 2384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000006__B", + "final": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.730896 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 3142.378, + "mean_value": 0.605, + "pixel_count": 2025 + }, + "q3_mid_high_spi": { + "area_ha": 18573.11, + "mean_value": 1.219754, + "pixel_count": 11975 + }, + "q4_high_spi": { + "area_ha": 3695.465, + "mean_value": 1.827678, + "pixel_count": 2384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000006", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 3142.378, + "mean_value": 0.605, + "pixel_count": 2025 + }, + "q3_mid_high_spi": { + "area_ha": 18573.11, + "mean_value": 1.219754, + "pixel_count": 11975 + }, + "q4_high_spi": { + "area_ha": 3695.465, + "mean_value": 1.827678, + "pixel_count": 2384 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 4.0904, + "mean": 1.232231, + "median": 1.287658, + "min": 0.226857, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 0.648093, + "p50": 1.287658, + "p95": 1.401543 + }, + "pixel_area_m2": 15509.615, + "std": 0.489409, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/trajectories/C.json b/data/source_assets/multi_hazard/drought/000006/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..f17c36010c6e3405d9988fc10f3137b4ea7e5a30 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000006", + "calls": [ + { + "args": { + "aoi_id": "drought__000006", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000006", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:09Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000006", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:08Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000006", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000006", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648 + ] + } + }, + "median_area_ha": 6285.496, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.103383 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": 0.111588 + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.236696 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 51.876 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.752502, + "chirps_spi__modis_ndvi": 0.579407, + "modis_ndvi__era5_soil_moisture": 0.587646 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 6285.496, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 10688.101, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000006", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.236696 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 6285.496, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 10688.101, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.236696 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 6285.496, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 10688.101, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000006__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.236696 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 6285.496, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 10688.101, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:09Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:08Z", + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000006", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75682869163006, + 0.0, + -0.0012499999999999734, + 36.70357870647648 + ] + } + }, + "median_area_ha": 6285.496, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.103383 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": 0.111588 + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.236696 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 51.876 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.752502, + "chirps_spi__modis_ndvi": 0.579407, + "modis_ndvi__era5_soil_moisture": 0.587646 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 6285.496, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 10688.101, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000006/trajectories/D.json b/data/source_assets/multi_hazard/drought/000006/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..85d2a612444f9e0ceb0ee4635cfbee7988031147 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000006/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000006", + "calls": [ + { + "args": { + "aoi_id": "drought__000006", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000006", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000006", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000006", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000006__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000006", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000006/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000006", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/aoi.geojson b/data/source_assets/multi_hazard/drought/000008/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..24d4fb854f070305859aef51d255f6d324ad18bf --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + 76.7574674510104, + 17.392760170400695 + ], + [ + 76.9174674510104, + 17.392760170400695 + ], + [ + 76.9174674510104, + 17.552760170400692 + ], + [ + 76.7574674510104, + 17.552760170400692 + ], + [ + 76.7574674510104, + 17.392760170400695 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000008/available_handles.json b/data/source_assets/multi_hazard/drought/000008/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..9002009e2c594d916253656ccb5b86934139b828 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000008", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000008/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..fd1b312b8dee0ba599d95371c35d2d049b2ec09b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,115.007947,false +2019-08-15,52.325796,false +2020-08-15,112.879187,false +2021-08-15,143.126848,false +2022-08-15,58.210045,false +2023-08-15,35.543429,false +2024-08-15,136.200791,true diff --git a/data/source_assets/multi_hazard/drought/000008/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000008/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..2bb752b4cae39f20df3e3677f88e22db48d3bb5a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.483653,false +2019-08-15,0.43397,false +2020-08-15,0.455686,false +2021-08-15,0.44773,false +2022-08-15,0.432707,false +2023-08-15,0.380707,false +2024-08-15,0.472184,true diff --git a/data/source_assets/multi_hazard/drought/000008/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000008/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..ede9446cabd43632b29ca928730c966dbe26c0a1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.555288,false +2019-08-15,0.369785,false +2020-08-15,0.625287,false +2021-08-15,0.413561,false +2022-08-15,0.631714,false +2023-08-15,0.43632,false +2024-08-15,0.605542,true diff --git a/data/source_assets/multi_hazard/drought/000008/drought_normalization.json b/data/source_assets/multi_hazard/drought/000008/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000008/gt/A.json b/data/source_assets/multi_hazard/drought/000008/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..f8191a9695916de68da05e7b398073b561526595 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.882934, + "units": "z_score" + }, + "case_id": "drought__000008__A", + "evidence": { + "ndvi_z_score": 0.882934, + "baseline_mean": 0.505326 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:25Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/gt/B.json b/data/source_assets/multi_hazard/drought/000008/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..df94ba0e65a924e069da2307359c85a714e6ce0f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.949219 + }, + "case_id": "drought__000008__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28565.5, + "mean_value": -0.309397, + "pixel_count": 15552 + }, + "q2_mid_low_spi": { + "area_ha": 1528.094, + "mean_value": -0.100633, + "pixel_count": 832 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/gt/C.json b/data/source_assets/multi_hazard/drought/000008/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..8a4352ae26f09b0c11471079c00d92dcbc05ccf8 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000008__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.011759, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28565.5, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 354.537, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/gt/D.json b/data/source_assets/multi_hazard/drought/000008/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..0f4300c1dc632943755cdd0776071a4eb561bce2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 3 + }, + "case_id": "drought__000008__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 41.862, + "name": "Schools OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28565.5, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 38673.769 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/metadata.json b/data/source_assets/multi_hazard/drought/000008/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1c6722c1e71b9e46e775edc3af9c86c7db4403e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000008", + "built_at": "2026-05-17T04:45:28Z", + "candidate_index": 8, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "Deccan drought AOI 08", + "geometry": { + "coordinates": [ + [ + [ + 76.7574674510104, + 17.392760170400695 + ], + [ + 76.9174674510104, + 17.392760170400695 + ], + [ + 76.9174674510104, + 17.552760170400692 + ], + [ + 76.7574674510104, + 17.552760170400692 + ], + [ + 76.7574674510104, + 17.392760170400695 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000008", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "hidden_test", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000008/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000008/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..1ddbdd0150e1d0a1a3a71b71dc5c24c64eab0843 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + 76.8953794, + 17.4760126 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 109, + "name": "Kurukotta", + "osm_id": 6597400710, + "osm_type": "node", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8858989, + 17.44483 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 102, + "name": "Government Hospital", + "osm_id": 8188036349, + "osm_type": "node", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8983602, + 17.4431485 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 112, + "name": "St Luke Health Centre", + "osm_id": 11876043321, + "osm_type": "node", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8913856, + 17.4371509 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 106, + "name": "KRCRS AVARAD B(Kittur Rani Chennamma Residential Schools)", + "osm_id": 11876043324, + "osm_type": "node", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.916641, + 17.4802122 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 126, + "name": "\u0ca8\u0cae\u0ccd\u0cae\u0cc2\u0cb0\u0ccd \u0cae\u0cbe\u0ca6\u0cb0\u0cbf\u0caf \u0caa\u0ccd\u0cb0\u0cc8\u0cae\u0cb0\u0cbf \u0cb8\u0ccd\u0c95\u0cc2\u0cb2\u0ccd \u0c85\u0c82\u0c95\u0cb2\u0c97\u0cbf", + "osm_id": 11925053900, + "osm_type": "node", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8890742, + 17.4092636 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 104, + "name": "Government High School, Tawargera \u0c97\u0cb5\u0cb0\u0ccd\u0ca8\u0ccd\u0cae\u0cc6\u0c82\u0c9f\u0ccd \u0cb9\u0cc8 \u0cb8\u0ccd\u0c95\u0cc2\u0cb2\u0ccd, \u0ca4\u0cb5\u0cbe\u0cb0\u0ccd\u0c97\u0cc6\u0cb0\u0cbe", + "osm_id": 11925296365, + "osm_type": "node", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8882517, + 17.4105392 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 104, + "name": "Schools OSM", + "osm_id": 11925296366, + "osm_type": "node", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7817152, + 17.3882716 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 98812682, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7761712, + 17.4390353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 118281776, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7554692, + 17.4576096 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 118281781, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8071176, + 17.387429 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 118281786, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7541682, + 17.4851834 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 118281800, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7824914, + 17.4618406 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 118281806, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8252407, + 17.4491251 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 118468014, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.846198, + 17.433281 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 118468018, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8571209, + 17.3925963 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 118468030, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.846829, + 17.5707801 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 118621312, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.853465, + 17.5382316 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 120210262, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8830468, + 17.4458662 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 132474375, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8461937, + 17.4539506 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 133190205, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7872011, + 17.396333 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Highways OSM", + "osm_id": 133190215, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9166737, + 17.4340838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "Highways OSM", + "osm_id": 133190226, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9164393, + 17.4775959 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 133190229, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8253983, + 17.5481932 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 137025567, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8807156, + 17.4956235 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 137025569, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9093161, + 17.3977862 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 137538341, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8959541, + 17.5579963 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 153037516, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9621087, + 17.415493 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 202948447, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7542904, + 17.5168889 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 208484153, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8479822, + 17.5178731 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 208484155, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8160313, + 17.4948531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 208484156, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7916839, + 17.5191867 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Highways OSM", + "osm_id": 208484157, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8610916, + 17.5496426 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 208612627, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8821943, + 17.4827997 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 208781711, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7660858, + 17.5210337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 208866058, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8285672, + 17.425368 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 239109812, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8678885, + 17.5170193 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 245417900, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8608922, + 17.3935539 + ], + "type": "Point" + }, + "properties": { + "category": "power_substations", + "col": 82, + "name": "Gulbarga Sub Station", + "osm_id": 248736721, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7616984, + 17.4130577 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 329515941, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.775974, + 17.397439 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 329515951, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8735033, + 17.4037152 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 372593435, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8659474, + 17.3907375 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 373570465, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8714996, + 17.3910155 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 373570466, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9093275, + 17.466924 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Bidar - Lakshmisagara Highway", + "osm_id": 373609858, + "osm_type": "way", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8019947, + 17.4760933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 586557578, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8020524, + 17.476642 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 586557579, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8029068, + 17.4758789 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 586557580, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8008048, + 17.4757874 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 586557581, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8005371, + 17.4766085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 586557582, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7957695, + 17.4016777 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 663602721, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7949655, + 17.4020419 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 663602723, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7954991, + 17.402218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 663602725, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7826915, + 17.5229431 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 682935766, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7744354, + 17.5407767 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Highways OSM", + "osm_id": 682935767, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8224017, + 17.3967567 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 696079047, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8449556, + 17.5316244 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 712221586, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8214383, + 17.5258218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 712221587, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8148542, + 17.5337026 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 712227070, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8142488, + 17.5286737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 712227071, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.80764, + 17.4436476 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 834957578, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8223829, + 17.4474943 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 834957581, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8238675, + 17.4443731 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 834957582, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7954953, + 17.4227663 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835642553, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7857312, + 17.4503952 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 835642554, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7837795, + 17.4521637 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 835642555, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7831881, + 17.4542087 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 835642556, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7836776, + 17.4543088 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 835642557, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8027791, + 17.4450521 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 835642558, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7979272, + 17.4415602 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 835642559, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7991209, + 17.4419578 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835642561, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7985393, + 17.4432629 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835642562, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.798495, + 17.4419949 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835642563, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7975593, + 17.4432561 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 835642564, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7965464, + 17.4436606 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835642565, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7977849, + 17.4434035 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 835642566, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7951692, + 17.4430415 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835642567, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7954213, + 17.4431534 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835642568, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7956459, + 17.4432408 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835642569, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7958354, + 17.4428251 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835642570, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7947217, + 17.4431266 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835642571, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7969136, + 17.4418763 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835642573, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7967594, + 17.4417476 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835642575, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7849977, + 17.4342775 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 835642576, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8067159, + 17.4404858 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 835642577, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7977689, + 17.4500327 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 835652839, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7998989, + 17.4575682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 835652840, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8168481, + 17.4165918 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 835665060, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8065265, + 17.4176161 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 835665061, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8054197, + 17.4141501 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Highways OSM", + "osm_id": 835665062, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8087782, + 17.422564 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 835665063, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8131955, + 17.4334299 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 835665064, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8147556, + 17.4335346 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 835665065, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8165172, + 17.4281925 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 835665066, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8183194, + 17.4284078 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 835665067, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8145707, + 17.4233422 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 835665068, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.808565, + 17.4247403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 835668143, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8080419, + 17.4239435 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 835668144, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8083465, + 17.4202661 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 835668145, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7856634, + 17.4289135 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 835704496, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7861666, + 17.4227885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 835704497, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7960054, + 17.398742 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835725993, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8005194, + 17.3934559 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 835725995, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8001797, + 17.3936559 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 835725996, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.800135, + 17.3938394 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 835725997, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7986896, + 17.3956515 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835725998, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7996028, + 17.3954191 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835725999, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7990546, + 17.3958161 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835726000, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7985129, + 17.3966182 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835726001, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7986161, + 17.3962985 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835726002, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.798333, + 17.3965276 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 835726003, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7981082, + 17.396721 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 835726004, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7994466, + 17.395669 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835726005, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.799016, + 17.3962442 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835726006, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964108, + 17.4021914 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835726007, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7958761, + 17.4027103 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835726008, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964669, + 17.4013017 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835726009, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.794793, + 17.4031236 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 835726010, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964548, + 17.4024008 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835726011, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7963741, + 17.4018146 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835726012, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7962049, + 17.4016841 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835726013, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8035409, + 17.4127605 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Highways OSM", + "osm_id": 835726014, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964472, + 17.4004514 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835726015, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8951154, + 17.4093262 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835731560, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8951479, + 17.4087989 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835731561, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8947114, + 17.40925 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835731562, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8979385, + 17.4027595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 835731563, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8952442, + 17.410678 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835731564, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.895577, + 17.4112163 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 835731565, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8951639, + 17.411319 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835731568, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8945786, + 17.4108702 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835731569, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8933694, + 17.411785 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835731570, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8935785, + 17.4109913 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835731571, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8938051, + 17.4120792 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835731572, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8935637, + 17.4116406 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835731573, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8949017, + 17.4122752 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835732140, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8901732, + 17.4011336 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 835732141, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8883512, + 17.4123292 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 835745653, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.894752, + 17.4115647 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835745654, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8926299, + 17.4119946 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835745656, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8926174, + 17.4118255 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835745657, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7986873, + 17.4429186 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 835757970, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.798255, + 17.4426384 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 835757971, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7961118, + 17.4439269 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 835757972, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8887587, + 17.4110979 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 835767239, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8912584, + 17.4106171 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 835767240, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.888358, + 17.3944882 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 835767242, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8899904, + 17.4004615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 835767243, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8902341, + 17.4006445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 835767244, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9139148, + 17.4752158 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Highways OSM", + "osm_id": 835998124, + "osm_type": "way", + "row": 62 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9122212, + 17.4551359 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 835998125, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9088571, + 17.4630488 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Highways OSM", + "osm_id": 835998126, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8238076, + 17.4477157 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 835999528, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8648996, + 17.4873443 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 836010433, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9033409, + 17.552393 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 836020648, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9074221, + 17.5542016 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 836020649, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9036169, + 17.55202 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 836026226, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8936072, + 17.4472374 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836350967, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8935036, + 17.4476016 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836350968, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.892968, + 17.4469832 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836350969, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8933608, + 17.4455597 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836350970, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8931637, + 17.448214 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836350971, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8934322, + 17.4470857 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836354550, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8937134, + 17.4483764 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836354551, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8939274, + 17.4481497 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836354552, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8939448, + 17.448295 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836354553, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8930908, + 17.4445115 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836371850, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8931429, + 17.446136 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836371851, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8928649, + 17.4446924 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 836371852, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8969163, + 17.4461928 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 836371853, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8903806, + 17.4521272 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 836372190, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.893145, + 17.4468584 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 836374769, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8970294, + 17.4450292 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 836376493, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8579254, + 17.4135756 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 836713319, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8579668, + 17.4131531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 836713321, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8579888, + 17.4132531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 836713322, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8533099, + 17.389746 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 836714179, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.857579, + 17.4154335 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 836714537, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8275484, + 17.4987735 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 836786675, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.828072, + 17.4982761 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 836786676, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8273226, + 17.4987337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 836786677, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8458909, + 17.4017892 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 836979749, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8461879, + 17.4017353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 836979750, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8464419, + 17.4016338 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 836979751, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8467136, + 17.4015432 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 836979752, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8479175, + 17.400566 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 836979755, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8481859, + 17.4002961 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 836979756, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8467862, + 17.4011388 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 836979760, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8489405, + 17.4005944 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 836979761, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8479906, + 17.3998815 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 836979762, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8473594, + 17.3995732 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 836979765, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8477269, + 17.3995502 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 836979766, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8480971, + 17.399609 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 836979767, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8481884, + 17.399332 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 836979769, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8483849, + 17.3993813 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 836979770, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8473316, + 17.399493 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 836979771, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8490687, + 17.4014775 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 836997623, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8497104, + 17.407536 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 837028692, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8478205, + 17.3948615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 837029688, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8474728, + 17.3977796 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 837042769, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8817303, + 17.5379343 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 837048699, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8804158, + 17.5385408 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 837048700, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8796465, + 17.5355645 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 837048701, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8809648, + 17.5385238 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 837048702, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8812024, + 17.538431 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 837048703, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8812343, + 17.5378373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 837058422, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8774846, + 17.5320604 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 837766300, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8815113, + 17.5372368 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 837806172, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.880779, + 17.5390968 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 837806173, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7726004, + 17.387047 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 837938045, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7801286, + 17.3910249 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Highways OSM", + "osm_id": 837938050, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7797698, + 17.3951717 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Highways OSM", + "osm_id": 837980948, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7809441, + 17.3948348 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 837980949, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.780931, + 17.3943607 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 837980950, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7811641, + 17.3944377 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 837980951, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7803351, + 17.3951811 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Highways OSM", + "osm_id": 837980952, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7791388, + 17.3945784 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 837980953, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7783298, + 17.3948953 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 837980954, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7789211, + 17.3949962 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 837980955, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7788838, + 17.3937395 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 837980956, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7759431, + 17.3982861 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 837980959, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7754814, + 17.4024201 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Highways OSM", + "osm_id": 837980960, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8718894, + 17.3927073 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 838167181, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8715835, + 17.3926484 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 838167182, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8715785, + 17.3926426 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 838167183, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.87157, + 17.3928723 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 838167184, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8556509, + 17.3938257 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 838167188, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.757143, + 17.4230857 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 838182124, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7645465, + 17.426069 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Highways OSM", + "osm_id": 838182126, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8591165, + 17.4068156 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 838197431, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.855563, + 17.3991155 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 838197432, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8571082, + 17.3944271 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 838197433, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8615424, + 17.3933011 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 838197434, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8511767, + 17.3932079 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 838197436, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8554199, + 17.4022406 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 838197437, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8707989, + 17.4004233 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 838197438, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.869784, + 17.4003632 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 838197439, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8701257, + 17.3987912 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 838197440, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8710191, + 17.4004682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 838197441, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8706174, + 17.3987066 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 838197442, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8697545, + 17.3988451 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 838197443, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8721115, + 17.4008631 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 838197444, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8715822, + 17.4037719 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 838197445, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8567968, + 17.3971717 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 838197446, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9071372, + 17.4284143 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 838461439, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8971962, + 17.4331146 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 838461440, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9096095, + 17.4196513 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 838461442, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9134705, + 17.4229771 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Highways OSM", + "osm_id": 838461443, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9101374, + 17.423881 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 838461444, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9094757, + 17.4234328 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 838461446, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9001393, + 17.4203044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 838461447, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000008/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000008/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..5355ba7eadde0f0f64af7a29e078b4248537fee6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6caaa1616e45028d775ad52c96e1d1d099fe95eb01c142e28560ab4de280a449 +size 3456 diff --git a/data/source_assets/multi_hazard/drought/000008/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000008/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..bad643f9fe6eaa7aa791cda1d00a6492228eeaf6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3df592adb277ac8bd4115f236efa557072c9ad7edfdc82e6c0a38c2ba07c4848 +size 64629 diff --git a/data/source_assets/multi_hazard/drought/000008/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000008/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..7204c9e0a1132944a61f72d220429061dc9b5814 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4446a20376f40dc017a8d33599729368afa9c2215a04c1184eab714f53a9930 +size 2540 diff --git a/data/source_assets/multi_hazard/drought/000008/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000008/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..ae075867aa03a7d5e03b9df90e2b685049596bc1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64791358da6086b22fa032596dae493e8788405929472cb0cf849a989c8286a6 +size 134083 diff --git a/data/source_assets/multi_hazard/drought/000008/quality_report.json b/data/source_assets/multi_hazard/drought/000008/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..10e4068b675a5f14ef384274191c27d6db093d73 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/quality_report.json @@ -0,0 +1,20 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:00Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [ + "viirs_lst__target" + ], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 2.471923828125, + "sample_id": "sample_000008", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000008/questions/A.json b/data/source_assets/multi_hazard/drought/000008/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..4e19c5a6db8329b555431de97a9d274f42ce78c0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000008__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for Deccan drought AOI 08 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000008", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000008/questions/B.json b/data/source_assets/multi_hazard/drought/000008/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..9d39a7d06543ba0ab19196b39550b30a38dc0a01 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000008__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over Deccan drought AOI 08 on 2024-08-15?", + "sample_id": "drought__000008", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000008/questions/C.json b/data/source_assets/multi_hazard/drought/000008/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..23ae08cd43195cb7702da8586a2abf95c75754ce --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000008__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for Deccan drought AOI 08?", + "sample_id": "drought__000008", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000008/questions/D.json b/data/source_assets/multi_hazard/drought/000008/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..fced534375d76b839bc288e09a49d9056f86bfaa --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000008__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for Deccan drought AOI 08?", + "sample_id": "drought__000008", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..a4aac0c5cdade67459f45c9cd62c1715848e34b2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:33Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "3ca1dc8fb9758e7b0b7c82a807fdb7e69bf699625476d3dbccc1dc775be1acce", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..a0b22280a070642f5cefdfb31d12df672419cdc1 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..8ac1e5c17b2a27682f685cf135f683d4179d542a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:36Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "9d1f6a6104dcca2a197d1d23777bf1f4cbb4c79cb8132712790d03085f3058b5", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..b9ec9233c7142adb9db5c888aacb072e59f886a7 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..df108ec0b707cebdd2964b301ff15d89ce088d0f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": false, + "derived_from": [ + "chirps_spi__target", + "drought/000008/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 1.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "4cd833c733dc2a97c04e061b88bd622bcf63b1ac2cbf79c8b2e977a7657cc2e1", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..f1661b26f3d10197bf268de49b79a4bae4d26059 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..49eb0278d4682e6964b2070875f5276d088b792f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:38Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "690ea91234f1b53c3b0fc156f20cba45f3f1da638bcc1eae6abfc7a900eb37c8", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..0da97e19d69f8df9108e71be687a11e87269a215 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000008/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..32280200418ca579c2b96c6f73c6f48699af7e3c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 1536, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 319.79998779296875, + "mean": 317.0271911621094, + "minimum": 314.3800048828125, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000008/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "5c7e9c7c3abc4a7e08dca7afdab8a11026da55dcacae1ee32834636c4e34d59a", + "units": "K", + "valid_fraction": 0.041748046875 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + 76.7574674510104, + 17.392760170400695 + ], + [ + 76.9174674510104, + 17.392760170400695 + ], + [ + 76.9174674510104, + 17.552760170400692 + ], + [ + 76.7574674510104, + 17.552760170400692 + ], + [ + 76.7574674510104, + 17.392760170400695 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 319.79998779296875, + "minimum": 314.3800048828125, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 95.8251953125, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "5c7e9c7c3abc4a7e08dca7afdab8a11026da55dcacae1ee32834636c4e34d59a", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 0.041748046875 +} diff --git a/data/source_assets/multi_hazard/drought/000008/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000008/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..0f697d5162e4d33c956b6e48f0927781a89ac4cd Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000008/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000008/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000008/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..6273fd9f40f0f98167a41d27eb4bdd12b65f6779 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 26.17218780517578, + "minimum": 0.781650960445404, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "6404bee3e5f5e807c3132f130db93e5599be3ef73fdeaa5dd1e54c8d213cd44a", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.99273681640625, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000008/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000008/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..7493b719b1357b630b4539d3dd9e0efa26f25902 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000008/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000008/trajectories/A.json b/data/source_assets/multi_hazard/drought/000008/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..a93dd666bebcd5b7cdc4a0d52656c511b04f4542 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000008", + "calls": [ + { + "args": { + "aoi_id": "drought__000008", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:38Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000008", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000008", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.605542, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.505326, + "baseline_std": 0.113503, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.882934, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000008", + "status": "TASK_COMPLETE", + "answer": { + "value": 0.882934, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.882934, + "baseline_mean": 0.505326 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.882934, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.882934, + "baseline_mean": 0.505326 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000008__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.882934, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.882934, + "baseline_mean": 0.505326 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:38Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000008", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.605542, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.505326, + "baseline_std": 0.113503, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.882934, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/trajectories/B.json b/data/source_assets/multi_hazard/drought/000008/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..74a1de0ca17f347284ac4197a0ceb827a7d06643 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000008", + "calls": [ + { + "args": { + "aoi_id": "drought__000008", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:33Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000008", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000008", + "by_class": { + "q1_low_spi": { + "area_ha": 28565.5, + "mean_value": -0.309397, + "pixel_count": 15552 + }, + "q2_mid_low_spi": { + "area_ha": 1528.094, + "mean_value": -0.100633, + "pixel_count": 832 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q1_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": -0.046938, + "mean": -0.298795, + "median": -0.280523, + "min": -0.424272, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.397634, + "p50": -0.280523, + "p95": -0.138191 + }, + "pixel_area_m2": 18367.672, + "std": 0.083661, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.949219 + }, + "aoi_id": "drought__000008", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28565.5, + "mean_value": -0.309397, + "pixel_count": 15552 + }, + "q2_mid_low_spi": { + "area_ha": 1528.094, + "mean_value": -0.100633, + "pixel_count": 832 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.949219 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28565.5, + "mean_value": -0.309397, + "pixel_count": 15552 + }, + "q2_mid_low_spi": { + "area_ha": 1528.094, + "mean_value": -0.100633, + "pixel_count": 832 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000008__B", + "final": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.949219 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 28565.5, + "mean_value": -0.309397, + "pixel_count": 15552 + }, + "q2_mid_low_spi": { + "area_ha": 1528.094, + "mean_value": -0.100633, + "pixel_count": 832 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:33Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000008", + "by_class": { + "q1_low_spi": { + "area_ha": 28565.5, + "mean_value": -0.309397, + "pixel_count": 15552 + }, + "q2_mid_low_spi": { + "area_ha": 1528.094, + "mean_value": -0.100633, + "pixel_count": 832 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q1_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": -0.046938, + "mean": -0.298795, + "median": -0.280523, + "min": -0.424272, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.397634, + "p50": -0.280523, + "p95": -0.138191 + }, + "pixel_area_m2": 18367.672, + "std": 0.083661, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/trajectories/C.json b/data/source_assets/multi_hazard/drought/000008/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..296477a5675bb81c03744e03b3708653ffb93d3e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000008", + "calls": [ + { + "args": { + "aoi_id": "drought__000008", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:33Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000008", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:38Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000008", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:36Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000008", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000008", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692 + ] + } + }, + "median_area_ha": 354.537, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": -2.6e-05, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": -0.000513, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.011759, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 195.096, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.050781, + "chirps_spi__modis_ndvi": 0.06134, + "modis_ndvi__era5_soil_moisture": 0.98822 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28565.5, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 354.537, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000008", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.011759, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28565.5, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 354.537, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.011759, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28565.5, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 354.537, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000008__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.011759, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28565.5, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 354.537, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:33Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:38Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:36Z", + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000008", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.7574674510104, + 0.0, + -0.0012499999999999734, + 17.552760170400692 + ] + } + }, + "median_area_ha": 354.537, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": -2.6e-05, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": -0.000513, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.011759, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 195.096, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.050781, + "chirps_spi__modis_ndvi": 0.06134, + "modis_ndvi__era5_soil_moisture": 0.98822 + }, + "per_source": { + "chirps_spi": { + "area_ha": 28565.5, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 354.537, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000008/trajectories/D.json b/data/source_assets/multi_hazard/drought/000008/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..ea8f73a523763f1a1f4aac414c3ff1f80866294d --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000008/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000008", + "calls": [ + { + "args": { + "aoi_id": "drought__000008", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000008", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000008", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 41.862, + "name": "Schools OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28565.5, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 40605.993, + "population_within_footprint": 38673.769 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 3 + }, + "aoi_id": "drought__000008", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 41.862, + "name": "Schools OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28565.5, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 38673.769 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 3 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 41.862, + "name": "Schools OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28565.5, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 38673.769 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000008__D", + "final": { + "answer": { + "schools_in_footprint": 3 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 41.862, + "name": "Schools OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28565.5, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 38673.769 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000008", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000008/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000008", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 4, + "in_footprint": 3, + "nearest": { + "distance_m": 41.862, + "name": "Schools OSM" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 28565.5, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 40605.993, + "population_within_footprint": 38673.769 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/aoi.geojson b/data/source_assets/multi_hazard/drought/000010/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..443cae7cde178c5d346335e4b6597d44fb1d2a07 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -119.75578045876871, + 36.274211563418945 + ], + [ + -119.59578045876871, + 36.274211563418945 + ], + [ + -119.59578045876871, + 36.43421156341894 + ], + [ + -119.75578045876871, + 36.43421156341894 + ], + [ + -119.75578045876871, + 36.274211563418945 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000010/available_handles.json b/data/source_assets/multi_hazard/drought/000010/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..1b366780e4f9cace04f90c5424cf243eb2262df1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000010", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000010/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..e1a6e3b528b9b51257fa6bb679e54b43460f15c5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.410606,false +2019-08-15,0.0,false +2020-08-15,0.27251,false +2021-08-15,0.0,false +2022-08-15,0.0,false +2023-08-15,0.005716,false +2024-08-15,0.315967,true diff --git a/data/source_assets/multi_hazard/drought/000010/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000010/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6f79827627a74b4304aa77337921fb6460ada86 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.132155,false +2019-08-15,0.132584,false +2020-08-15,0.132594,false +2021-08-15,0.131745,false +2022-08-15,0.132287,false +2023-08-15,0.152544,false +2024-08-15,0.13262,true diff --git a/data/source_assets/multi_hazard/drought/000010/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000010/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..1b87de3113a3f188371e317830aecd6b33925348 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.45154,false +2019-08-15,0.495845,false +2020-08-15,0.433332,false +2021-08-15,0.439382,false +2022-08-15,0.437319,false +2023-08-15,0.511993,false +2024-08-15,0.474368,true diff --git a/data/source_assets/multi_hazard/drought/000010/drought_normalization.json b/data/source_assets/multi_hazard/drought/000010/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000010/gt/A.json b/data/source_assets/multi_hazard/drought/000010/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..da55c2ad43b82f708091432e3bc27b3bf441d161 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.379246, + "units": "z_score" + }, + "case_id": "drought__000010__A", + "evidence": { + "ndvi_z_score": 0.379246, + "baseline_mean": 0.461568 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/gt/B.json b/data/source_assets/multi_hazard/drought/000010/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..6506d8f918d55ad767ffd2c92fbcff7d09ece761 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.454163 + }, + "case_id": "drought__000010__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 1495.19, + "mean_value": -0.185998, + "pixel_count": 960 + }, + "q2_mid_low_spi": { + "area_ha": 7835.718, + "mean_value": 0.646926, + "pixel_count": 5038 + }, + "q3_mid_high_spi": { + "area_ha": 11581.633, + "mean_value": 1.121492, + "pixel_count": 7441 + }, + "q4_high_spi": { + "area_ha": 4585.391, + "mean_value": 2.652117, + "pixel_count": 2945 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/gt/C.json b/data/source_assets/multi_hazard/drought/000010/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..80f2c67f437a70aade7a256c02fd13a11ef78830 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000010__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.056706, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 1495.19, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 7875.158, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/gt/D.json b/data/source_assets/multi_hazard/drought/000010/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..106b12964c49fc2524f51c3954ad4997086e93a7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000010__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 12, + "in_footprint": 0, + "nearest": { + "distance_m": 1590.956, + "name": "Parkview Middle School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1495.19, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 333.704 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/metadata.json b/data/source_assets/multi_hazard/drought/000010/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49f92c33e927c6739172a374aa7db6932b8f297a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000010", + "built_at": "2026-05-17T04:45:35Z", + "candidate_index": 10, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "California Central Valley drought AOI 10", + "geometry": { + "coordinates": [ + [ + [ + -119.75578045876871, + 36.274211563418945 + ], + [ + -119.59578045876871, + 36.274211563418945 + ], + [ + -119.59578045876871, + 36.43421156341894 + ], + [ + -119.75578045876871, + 36.43421156341894 + ], + [ + -119.75578045876871, + 36.274211563418945 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000010", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000010/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000010/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..780e9987a0a40f03ffa92eff011408e29f062cff --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -119.7162423, + 36.3171722 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 31, + "name": "Armona Union Academy", + "osm_id": 358779909, + "osm_type": "node", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7443012, + 36.4313389 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 9, + "name": "Grant School", + "osm_id": 358785029, + "osm_type": "node", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6720751, + 36.3721724 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 66, + "name": "Hanford Christian School", + "osm_id": 358785353, + "osm_type": "node", + "row": 49 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6423524, + 36.401617 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 90, + "name": "Kings River School", + "osm_id": 358786973, + "osm_type": "node", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6445731, + 36.3155057 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 88, + "name": "Lincoln Elementary School", + "osm_id": 358787834, + "osm_type": "node", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6498517, + 36.350228 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 84, + "name": "Monroe School", + "osm_id": 358789313, + "osm_type": "node", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7090204, + 36.3457834 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 37, + "name": "Pioneer Primary School", + "osm_id": 358790673, + "osm_type": "node", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6306841, + 36.3371724 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 99, + "name": "Lee Richmond Elementary School", + "osm_id": 358791127, + "osm_type": "node", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6581847, + 36.3185612 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 77, + "name": "Roosevelt Elementary School", + "osm_id": 358791318, + "osm_type": "node", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6442956, + 36.3357835 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 88, + "name": "Thomas McCarthy Memorial School", + "osm_id": 358793436, + "osm_type": "node", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7101308, + 36.3116167 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 36, + "name": "Armona Elementary School", + "osm_id": 358833337, + "osm_type": "node", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6301279, + 36.301339 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 100, + "name": "Gardenside Elementary School", + "osm_id": 358833340, + "osm_type": "node", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7064388, + 36.3128129 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 39, + "name": "Parkview Middle School", + "osm_id": 358833361, + "osm_type": "node", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6317953, + 36.3430058 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 98, + "name": "Cleveland School", + "osm_id": 358833461, + "osm_type": "node", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6448954, + 36.3448652 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 88, + "name": "Earl F Johnson High School", + "osm_id": 358833463, + "osm_type": "node", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6448514, + 36.3432835 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 88, + "name": "Hanford High Night Continuation School", + "osm_id": 358833467, + "osm_type": "node", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.666954, + 36.3238618 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 71, + "name": "Adventist Health Hanford", + "osm_id": 3320792708, + "osm_type": "node", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652007, + 36.3260774 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 82, + "name": "Hanford", + "osm_id": 6113937990, + "osm_type": "node", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6667995, + 36.324414 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 71, + "name": "Hanford Medical Pavilion", + "osm_id": 6456309410, + "osm_type": "node", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.667716, + 36.3228485 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 70, + "name": "Adventist Health Hanford - Birth Center", + "osm_id": 6456309411, + "osm_type": "node", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6733539, + 36.312482 + ], + "type": "Point" + }, + "properties": { + "category": "fire_stations", + "col": 65, + "name": "Fire Stations OSM", + "osm_id": 13411788982, + "osm_type": "node", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6925461, + 36.4325665 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "East Paloma Avenue", + "osm_id": 10320404, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6813279, + 36.433676 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 10335111, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6901218, + 36.4324813 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "South Kingston Street", + "osm_id": 10335703, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.684746, + 36.4340753 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "South Castro Street", + "osm_id": 10335766, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6853593, + 36.4332552 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "East Latonia Street", + "osm_id": 10336069, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6902285, + 36.4318251 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "East Latonia Street", + "osm_id": 10336074, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.679806, + 36.4341799 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "East Latonia Street", + "osm_id": 10336076, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7445419, + 36.438264 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Chestnut Street", + "osm_id": 10337348, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6929042, + 36.4338869 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "South Renn Avenue", + "osm_id": 10338022, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.775945, + 36.409335 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Lewiston Avenue", + "osm_id": 10338750, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7756467, + 36.4019527 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "East Excelsior Avenue", + "osm_id": 10339092, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7525485, + 36.4116456 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Maple Street", + "osm_id": 10339093, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6859649, + 36.433545 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Del Rio Street", + "osm_id": 10339149, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6861699, + 36.4283044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Fowler Avenue", + "osm_id": 10339552, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6951586, + 36.428794 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Old Kingston Grade", + "osm_id": 10339593, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6888057, + 36.434598 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "South Bliss Avenue", + "osm_id": 10339703, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7131062, + 36.4272637 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Hockdeffer Road", + "osm_id": 10339967, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6932718, + 36.4331436 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Paloma Avenue", + "osm_id": 10340483, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7752421, + 36.4165616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "East Laguna Avenue", + "osm_id": 10341192, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6637751, + 36.4288617 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "South Locan Avenue", + "osm_id": 10341743, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6936571, + 36.4320428 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "South Dennis Avenue", + "osm_id": 10341944, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6873657, + 36.4312273 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Nares Avenue", + "osm_id": 10342232, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.685477, + 36.4324572 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "South del Rio Street", + "osm_id": 10342359, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6894672, + 36.4336812 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "East de Woody Street", + "osm_id": 10343586, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.690311, + 36.4332369 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "East de Woody Street", + "osm_id": 10343587, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7310595, + 36.4297058 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Tiburico Street", + "osm_id": 10343790, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6547474, + 36.4292965 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "South de Wolf Avenue", + "osm_id": 10345742, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6560641, + 36.4358838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "East Riverdale Avenue", + "osm_id": 10346814, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6839449, + 36.4321983 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "East Nares Avenue", + "osm_id": 10346874, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6817542, + 36.4348845 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "South Armstrong Avenue", + "osm_id": 10347340, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7602174, + 36.4310385 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "East Mount Whitney Avenue", + "osm_id": 10347698, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6921805, + 36.4336042 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "South Fairway Avenue", + "osm_id": 10348050, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6906816, + 36.4340214 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "South Fatima Avenue", + "osm_id": 10348086, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.690648, + 36.4325597 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "South Fatima Avenue", + "osm_id": 10348087, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6862054, + 36.4335745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "South Fowler Avenue", + "osm_id": 10349666, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6837898, + 36.4352094 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "South Pio Pico Avenue", + "osm_id": 10349962, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7752505, + 36.4238201 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "East Wood Avenue", + "osm_id": 10350187, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7276715, + 36.4237223 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "East Wood Avenue", + "osm_id": 10350188, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.713016, + 36.4238 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "East Wood Avenue", + "osm_id": 10350189, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7266036, + 36.4382272 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Peach Street", + "osm_id": 10350429, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6682407, + 36.3420948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Cambridge Court", + "osm_id": 10389705, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6681369, + 36.3403675 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Cornell Court", + "osm_id": 10389706, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6191395, + 36.3681523 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "8 3/4 Avenue", + "osm_id": 10389707, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.616743, + 36.3300309 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "8 3/4 Avenue", + "osm_id": 10389714, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7135641, + 36.3444706 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Pioneer Road", + "osm_id": 10389770, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.628414, + 36.3442062 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Harrison Avenue", + "osm_id": 10389772, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6293365, + 36.348298 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Harrison Avenue", + "osm_id": 10389775, + "osm_type": "way", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6457532, + 36.4344262 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Boundary Line Road", + "osm_id": 10389778, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6476648, + 36.3376222 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Keith Street", + "osm_id": 10389779, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6668681, + 36.3369478 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Princeton Avenue", + "osm_id": 10389783, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7116845, + 36.3183415 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Barbara Drive", + "osm_id": 10389786, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6953047, + 36.4120114 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "13 1/4 Avenue", + "osm_id": 10389793, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.695655, + 36.2965667 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "13 1/4 Avenue", + "osm_id": 10389795, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557496, + 36.3644772 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Plum Lane", + "osm_id": 10389797, + "osm_type": "way", + "row": 55 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557355, + 36.358116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Plum Lane", + "osm_id": 10389799, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6640169, + 36.3270127 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "11 1/2 Street", + "osm_id": 10389801, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6345505, + 36.330334 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 10389975, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6407409, + 36.3316978 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 10389981, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7134765, + 36.3535435 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10390056, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.657453, + 36.2995551 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10390071, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7117219, + 36.3080382 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Highways OSM", + "osm_id": 10390123, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653572, + 36.362926 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10390239, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6620813, + 36.3678833 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "North Glacier Way", + "osm_id": 10390242, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6411422, + 36.3232573 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 10390254, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6488401, + 36.3227596 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10390256, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6439544, + 36.3243057 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Highways OSM", + "osm_id": 10390357, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652494, + 36.362773 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10390365, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.615049, + 36.2911345 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 10390369, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652987, + 36.362085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10390373, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6000293, + 36.2902533 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Highways OSM", + "osm_id": 10390378, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654384, + 36.3630745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 10390379, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651403, + 36.362175 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 10390380, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6563699, + 36.345947 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 10390509, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7006406, + 36.3189932 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Oak Avenue", + "osm_id": 10390589, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6914645, + 36.3151855 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "13th Avenue", + "osm_id": 10390592, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6525728, + 36.3593399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10390599, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6516705, + 36.361344 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 10390608, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6534505, + 36.3135975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10390652, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654031, + 36.314132 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10390653, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6541209, + 36.314049 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10390654, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6042111, + 36.3239607 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Highways OSM", + "osm_id": 10390662, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6568902, + 36.3182147 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10390742, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6081713, + 36.3534271 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 10390745, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6485152, + 36.3380998 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10390848, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6485402, + 36.3306258 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10390851, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6309575, + 36.3377345 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 10390916, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6776404, + 36.3286788 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 10390917, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6574901, + 36.3207436 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10390968, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6016627, + 36.3244302 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 10391058, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.596137, + 36.3265469 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 10391061, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6920517, + 36.3147416 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "13th Avenue", + "osm_id": 10391096, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6514093, + 36.3274142 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 10391119, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7019932, + 36.3190891 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Dylan Way", + "osm_id": 10391121, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6836817, + 36.3286165 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Saratoga Court", + "osm_id": 10391123, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6833173, + 36.3294105 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Freedom Street", + "osm_id": 10391124, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557874, + 36.3666876 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 10391143, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6558863, + 36.3435986 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 10391163, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6591364, + 36.3353255 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 10391165, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6756074, + 36.3010933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 10391166, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6718607, + 36.3009422 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 10391170, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6871699, + 36.3680808 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 10391297, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6646084, + 36.3411707 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 10391319, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6980085, + 36.313484 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 10391361, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7546019, + 36.2974531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "Highways OSM", + "osm_id": 10391443, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6492303, + 36.3221933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10391467, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.657109, + 36.343007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10391486, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6396791, + 36.3277116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 10391512, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.663219, + 36.3657445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Madison Way", + "osm_id": 10391520, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.648547, + 36.330897 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10391593, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6403795, + 36.3399155 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 10391597, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6307012, + 36.3412882 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 10391600, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6732823, + 36.4008963 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 10391609, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.650394, + 36.3092395 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 10391646, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6762844, + 36.344847 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 10391677, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6841606, + 36.329799 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 10391685, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7007316, + 36.3831427 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 10391881, + "osm_type": "way", + "row": 41 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654556, + 36.362595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 10391904, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6383406, + 36.3949347 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 10391986, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7132639, + 36.4084548 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "14 1/4 Avenue", + "osm_id": 10392065, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6575346, + 36.3213512 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10392092, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6517262, + 36.3303596 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 10392130, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7279571, + 36.4084563 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10392146, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.641988, + 36.3286334 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 10392148, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6544187, + 36.3258316 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 10392161, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.655652, + 36.3049907 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Dawn Lane", + "osm_id": 10392387, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6371516, + 36.2985654 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 10392395, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6367967, + 36.2985688 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 10392396, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6033032, + 36.3461373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 10392486, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6786072, + 36.3285718 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 10392492, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.670816, + 36.3193271 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 10392494, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6675784, + 36.3486465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Norfolk Lane", + "osm_id": 10392538, + "osm_type": "way", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6719389, + 36.2919263 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 10392547, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.648512, + 36.3390276 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10392586, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6421745, + 36.341612 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 10392602, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6577645, + 36.3519084 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 10392608, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6471858, + 36.3180721 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10392610, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6483402, + 36.3295928 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10392611, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652446, + 36.3628005 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10392623, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653146, + 36.361055 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10392637, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6519955, + 36.361305 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10392645, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.65224, + 36.3585245 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10392646, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653467, + 36.3611885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10392650, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6824811, + 36.3294226 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Lexington Place", + "osm_id": 10392651, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7164899, + 36.3119369 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10392668, + "osm_type": "way", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6943554, + 36.3144032 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Hanford Armona Road", + "osm_id": 10392746, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6535348, + 36.3630803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10392809, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6536527, + 36.3633108 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10392811, + "osm_type": "way", + "row": 56 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7065893, + 36.3099255 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10392814, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649614, + 36.3353566 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 10392961, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6883685, + 36.3291975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 10392964, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6318812, + 36.3376614 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 10392977, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652462, + 36.3602055 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10393097, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.65191, + 36.3592085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10393099, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6520415, + 36.357662 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10393100, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6531535, + 36.359306 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10393101, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651478, + 36.361588 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 10393102, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6473338, + 36.3158918 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10393103, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557785, + 36.3182549 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 10393113, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6332289, + 36.3240639 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 10393145, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6592368, + 36.3400549 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 10393165, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6499953, + 36.3362778 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 10393166, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7000884, + 36.2766007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 10393192, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.695541, + 36.276584 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 10393197, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.658228, + 36.272886 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 10393198, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6488526, + 36.329595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10393209, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6788417, + 36.3341389 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 10393215, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7198957, + 36.402695 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Highways OSM", + "osm_id": 10393222, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7199156, + 36.4016506 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Highways OSM", + "osm_id": 10393226, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6861821, + 36.4013731 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 10393232, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.658779, + 36.3393126 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 10393367, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6468844, + 36.3229759 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10393375, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5979914, + 36.3241655 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Highways OSM", + "osm_id": 10393392, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6524284, + 36.3308044 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10393394, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6533385, + 36.362927 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10393421, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.646868, + 36.3305454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10393464, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.692841, + 36.309458 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 10393467, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6687382, + 36.3788399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 10393470, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7202292, + 36.3171706 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Highways OSM", + "osm_id": 10393477, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.676809, + 36.314511 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 10393487, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7010486, + 36.3139988 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 10393572, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6523824, + 36.3148803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10393583, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7051453, + 36.3273633 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 10393587, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6789333, + 36.3288463 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 10393606, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6742507, + 36.313381 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 10393612, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6774815, + 36.3340945 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 10393618, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6415871, + 36.3306402 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 10393676, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6494414, + 36.3326139 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 10393677, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6478216, + 36.3703998 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "West Pioneer Way", + "osm_id": 10393686, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654345, + 36.3616975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10393688, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652783, + 36.361239 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10393692, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6543495, + 36.3618085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10393693, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654477, + 36.36194 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 10393695, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6883565, + 36.3291804 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 10393704, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7470789, + 36.4117298 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 10393828, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6528775, + 36.3399454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10393874, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6415844, + 36.3295786 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 10393894, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6444522, + 36.3285177 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 10393904, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.701426, + 36.38796 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 10393968, + "osm_type": "way", + "row": 37 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6368364, + 36.2988809 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 10394046, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6371308, + 36.2988436 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 10394047, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6789324, + 36.3288881 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 10394134, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6879049, + 36.3289862 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 10394139, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653155, + 36.3140795 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10394149, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6705629, + 36.2884108 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 10394158, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649434, + 36.3335529 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 10394197, + "osm_type": "way", + "row": 80 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.645154, + 36.3403615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 10394198, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7080495, + 36.3130453 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Highways OSM", + "osm_id": 10394207, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6473965, + 36.3179821 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10394208, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6380116, + 36.3207296 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 10394209, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6476484, + 36.342188 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10394244, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.690825, + 36.315289 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 10394293, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6515765, + 36.3625391 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 10394310, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6892725, + 36.3461616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Stagecoach Drive", + "osm_id": 10394317, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7673885, + 36.3895337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 10394343, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6693618, + 36.3166445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Bengston Avenue", + "osm_id": 10394344, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6443584, + 36.3421805 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 10394393, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.604176, + 36.3257944 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Highways OSM", + "osm_id": 10394409, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.694897, + 36.3131154 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 10394477, + "osm_type": "way", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653063, + 36.358594 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10394509, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651929, + 36.358376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10394512, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6531585, + 36.357808 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10394515, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6451634, + 36.3183585 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 10394524, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6529075, + 36.360616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10394532, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652533, + 36.359357 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 10394546, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6533175, + 36.3603865 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10394547, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6535733, + 36.3248386 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 81, + "name": "Highways OSM", + "osm_id": 10394599, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.597325, + 36.4005854 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 126, + "name": "Highways OSM", + "osm_id": 10394617, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6068796, + 36.399175 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 10394629, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.7469239, + 36.4141976 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 10394631, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000010/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000010/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..3ce13467728369eec404e74845290ab3d032745b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51c6d82ef4fd97f9c8ebf7e3a9a4493715c3be1820f7dea325357912c331342f +size 10945 diff --git a/data/source_assets/multi_hazard/drought/000010/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000010/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..12556b17129ccdea28506aadb3aee4da904e2ec4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9700911a87a7c4592e2bab00dba93fdf5b7484df1811bba1d6ccf2d405fa01ae +size 62208 diff --git a/data/source_assets/multi_hazard/drought/000010/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000010/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..8bc6f7f79f86f2dc9f4dc5053beb4996c6334165 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5defb3e3c890f1a24f135b50056ebd33ffb9c40fa037d1aa6d46b18803c73ea +size 2445 diff --git a/data/source_assets/multi_hazard/drought/000010/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000010/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..ed8b1022737659649380f02d521160dee9760efc --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4409570f29feb9d809e22f7cbde257f61194e1e6ec17a3009f098e8131fe16a +size 157700 diff --git a/data/source_assets/multi_hazard/drought/000010/quality_report.json b/data/source_assets/multi_hazard/drought/000010/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..052f21273144b7de5ea09f952a2cfe181893fec4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:07Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000010", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000010/questions/A.json b/data/source_assets/multi_hazard/drought/000010/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..e1b234fdda93895695b7314975e152a76773ed71 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000010__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for California Central Valley drought AOI 10 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000010", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000010/questions/B.json b/data/source_assets/multi_hazard/drought/000010/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..c591416d87fd67fcec386d93fe046efce583a51b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000010__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over California Central Valley drought AOI 10 on 2024-08-15?", + "sample_id": "drought__000010", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000010/questions/C.json b/data/source_assets/multi_hazard/drought/000010/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..1a2c2e25ef6be0f8cc75bd01c9afb91983c7f299 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000010__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for California Central Valley drought AOI 10?", + "sample_id": "drought__000010", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000010/questions/D.json b/data/source_assets/multi_hazard/drought/000010/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..6f7091be670d7897330f73e1fd46201ae80b974e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000010__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for California Central Valley drought AOI 10?", + "sample_id": "drought__000010", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..8ef6d536d26e69ead447ee09a4bca41e2f281ba0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "f3076d75db0ffc12ba567fa5540990343209a3f80e46014fee0e3fbe0b418f5d", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..9c3ffc1368a5cf52fc19680a7454ba5deccd1230 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..cdf5d350a695b9b96929d33a22365647b6100fc2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:45Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "b3ebdb87c244cd77206c06e87af7a1f386a3cfe4c8a6affd111b29a942183950", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..ab0a346338aee41bc1bfd1948ffaf4d0dcff473f Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..d640f0385dd3dd9de6675a21c6e3896c28ec1e59 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": false, + "derived_from": [ + "chirps_spi__target", + "drought/000010/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 1.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "5f38e12a9000140a679fa4b854419a49e4e0db208afd28f028d74b9ea9311bad", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..e5af675d781ee8261497f4b72427762595da782b Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..aa81efdb513de5f007b261e7fc0433d27dea67d2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:50Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "71641b9c7485c168fb3bfb2a4a887f05f0d003dedd75ce71c8d2d2c93e7af324", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..1e670723c19785e6f35d2dfb9d6e88a4b1d55f18 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000010/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..9d36b66f257213e5fcbdb746c2a3a54fcdc4b2b6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 4596, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 326.0799865722656, + "mean": 316.944091796875, + "minimum": 309.67999267578125, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000010/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "733f31cdfcc6696e712a26fb68eaec4d4ea6e85ef67458735fee69d18fd418bb", + "units": "K", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -119.75578045876871, + 36.274211563418945 + ], + [ + -119.59578045876871, + 36.274211563418945 + ], + [ + -119.59578045876871, + 36.43421156341894 + ], + [ + -119.75578045876871, + 36.43421156341894 + ], + [ + -119.75578045876871, + 36.274211563418945 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 326.0799865722656, + "minimum": 309.67999267578125, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "733f31cdfcc6696e712a26fb68eaec4d4ea6e85ef67458735fee69d18fd418bb", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000010/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000010/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..22187438a95ed24116087bc9ee3ef764d3535a0b Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000010/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000010/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000010/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..dcc0a57a488ab1bffbadeadb6a9becf794c654a4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 120.10138702392578, + "minimum": 0.0, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "6e11799583de897133baa7e8d22173e101d6105cde708e225e55023c867445ef", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000010/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000010/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..0d107475b8c9a22ff9716170e0cebf035422aa02 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000010/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000010/trajectories/A.json b/data/source_assets/multi_hazard/drought/000010/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..10c8106d92502eeec1c5e03d4df9cab4f3c9dce2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000010", + "calls": [ + { + "args": { + "aoi_id": "drought__000010", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:50Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000010", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000010", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.474368, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.461568, + "baseline_std": 0.033751, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.379246, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000010", + "status": "TASK_COMPLETE", + "answer": { + "value": 0.379246, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.379246, + "baseline_mean": 0.461568 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.379246, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.379246, + "baseline_mean": 0.461568 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000010__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.379246, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.379246, + "baseline_mean": 0.461568 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:50Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000010", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.474368, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.461568, + "baseline_std": 0.033751, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.379246, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/trajectories/B.json b/data/source_assets/multi_hazard/drought/000010/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..1bdfebdcf1c69c18019253dea1e7f939fc1a1f50 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000010", + "calls": [ + { + "args": { + "aoi_id": "drought__000010", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000010", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000010", + "by_class": { + "q1_low_spi": { + "area_ha": 1495.19, + "mean_value": -0.185998, + "pixel_count": 960 + }, + "q2_mid_low_spi": { + "area_ha": 7835.718, + "mean_value": 0.646926, + "pixel_count": 5038 + }, + "q3_mid_high_spi": { + "area_ha": 11581.633, + "mean_value": 1.121492, + "pixel_count": 7441 + }, + "q4_high_spi": { + "area_ha": 4585.391, + "mean_value": 2.652117, + "pixel_count": 2945 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 5.375717, + "mean": 1.174082, + "median": 1.064866, + "min": -0.192466, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.192466, + "p50": 1.064866, + "p95": 3.232769 + }, + "pixel_area_m2": 15562.703, + "std": 0.928605, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.454163 + }, + "aoi_id": "drought__000010", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 1495.19, + "mean_value": -0.185998, + "pixel_count": 960 + }, + "q2_mid_low_spi": { + "area_ha": 7835.718, + "mean_value": 0.646926, + "pixel_count": 5038 + }, + "q3_mid_high_spi": { + "area_ha": 11581.633, + "mean_value": 1.121492, + "pixel_count": 7441 + }, + "q4_high_spi": { + "area_ha": 4585.391, + "mean_value": 2.652117, + "pixel_count": 2945 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.454163 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 1495.19, + "mean_value": -0.185998, + "pixel_count": 960 + }, + "q2_mid_low_spi": { + "area_ha": 7835.718, + "mean_value": 0.646926, + "pixel_count": 5038 + }, + "q3_mid_high_spi": { + "area_ha": 11581.633, + "mean_value": 1.121492, + "pixel_count": 7441 + }, + "q4_high_spi": { + "area_ha": 4585.391, + "mean_value": 2.652117, + "pixel_count": 2945 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000010__B", + "final": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.454163 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 1495.19, + "mean_value": -0.185998, + "pixel_count": 960 + }, + "q2_mid_low_spi": { + "area_ha": 7835.718, + "mean_value": 0.646926, + "pixel_count": 5038 + }, + "q3_mid_high_spi": { + "area_ha": 11581.633, + "mean_value": 1.121492, + "pixel_count": 7441 + }, + "q4_high_spi": { + "area_ha": 4585.391, + "mean_value": 2.652117, + "pixel_count": 2945 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000010", + "by_class": { + "q1_low_spi": { + "area_ha": 1495.19, + "mean_value": -0.185998, + "pixel_count": 960 + }, + "q2_mid_low_spi": { + "area_ha": 7835.718, + "mean_value": 0.646926, + "pixel_count": 5038 + }, + "q3_mid_high_spi": { + "area_ha": 11581.633, + "mean_value": 1.121492, + "pixel_count": 7441 + }, + "q4_high_spi": { + "area_ha": 4585.391, + "mean_value": 2.652117, + "pixel_count": 2945 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 5.375717, + "mean": 1.174082, + "median": 1.064866, + "min": -0.192466, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.192466, + "p50": 1.064866, + "p95": 3.232769 + }, + "pixel_area_m2": 15562.703, + "std": 0.928605, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/trajectories/C.json b/data/source_assets/multi_hazard/drought/000010/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..d6cf311cc4e270944e7085d7e923a0a69102af4d --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000010", + "calls": [ + { + "args": { + "aoi_id": "drought__000010", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000010", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:50Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000010", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:45Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000010", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000010", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894 + ] + } + }, + "median_area_ha": 1495.19, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.009795, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.014948, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.056706, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 136.174, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.941406, + "chirps_spi__modis_ndvi": 0.672058, + "modis_ndvi__era5_soil_moisture": 0.691223 + }, + "per_source": { + "chirps_spi": { + "area_ha": 1495.19, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 7875.158, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "modis_ndvi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000010", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.056706, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 1495.19, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 7875.158, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.056706, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 1495.19, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 7875.158, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000010__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.056706, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 1495.19, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 7875.158, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:50Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:45Z", + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000010", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.75578045876871, + 0.0, + -0.0012499999999999734, + 36.43421156341894 + ] + } + }, + "median_area_ha": 1495.19, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.009795, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.014948, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.056706, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 136.174, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.941406, + "chirps_spi__modis_ndvi": 0.672058, + "modis_ndvi__era5_soil_moisture": 0.691223 + }, + "per_source": { + "chirps_spi": { + "area_ha": 1495.19, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 7875.158, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "modis_ndvi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000010/trajectories/D.json b/data/source_assets/multi_hazard/drought/000010/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..6fe80e7f2bc70ac53efa9c2b0173fe3d41ee4492 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000010/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000010", + "calls": [ + { + "args": { + "aoi_id": "drought__000010", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000010", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000010", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 12, + "in_footprint": 0, + "nearest": { + "distance_m": 1590.956, + "name": "Parkview Middle School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1495.19, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 28943.815, + "population_within_footprint": 333.704 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000010", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 12, + "in_footprint": 0, + "nearest": { + "distance_m": 1590.956, + "name": "Parkview Middle School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1495.19, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 333.704 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 12, + "in_footprint": 0, + "nearest": { + "distance_m": 1590.956, + "name": "Parkview Middle School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1495.19, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 333.704 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000010__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 12, + "in_footprint": 0, + "nearest": { + "distance_m": 1590.956, + "name": "Parkview Middle School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1495.19, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 333.704 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000010", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000010/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000010", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 12, + "in_footprint": 0, + "nearest": { + "distance_m": 1590.956, + "name": "Parkview Middle School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 1495.19, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 28943.815, + "population_within_footprint": 333.704 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/aoi.geojson b/data/source_assets/multi_hazard/drought/000012/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..8be155079dd248d713e51ecd1db32d257465f5c7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + 76.66119074049588, + 17.39182052035729 + ], + [ + 76.82119074049588, + 17.39182052035729 + ], + [ + 76.82119074049588, + 17.551820520357285 + ], + [ + 76.66119074049588, + 17.551820520357285 + ], + [ + 76.66119074049588, + 17.39182052035729 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000012/available_handles.json b/data/source_assets/multi_hazard/drought/000012/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..1d37aebbee8f49fabf5d8077f30d04dccb15fed2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000012", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000012/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..85d4a6cb0f126e20df37cdc68cb717825bd9b2ce --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,108.448503,false +2019-08-15,50.896795,false +2020-08-15,110.779386,false +2021-08-15,135.66925,false +2022-08-15,52.802232,false +2023-08-15,36.290604,false +2024-08-15,127.730885,true diff --git a/data/source_assets/multi_hazard/drought/000012/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000012/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..9f74f0ba6df041f063ad373e253ee5633c223713 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.476826,false +2019-08-15,0.422561,false +2020-08-15,0.452516,false +2021-08-15,0.437134,false +2022-08-15,0.428522,false +2023-08-15,0.370077,false +2024-08-15,0.469656,true diff --git a/data/source_assets/multi_hazard/drought/000012/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000012/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..f95bc72f38565bc527fc4bcb59e0df8dd2c8979a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.615536,false +2019-08-15,0.458947,false +2020-08-15,0.610441,false +2021-08-15,0.42203,false +2022-08-15,0.627303,false +2023-08-15,0.465007,false +2024-08-15,0.582513,true diff --git a/data/source_assets/multi_hazard/drought/000012/drought_normalization.json b/data/source_assets/multi_hazard/drought/000012/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000012/gt/A.json b/data/source_assets/multi_hazard/drought/000012/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..3fdc7532ec3a75dfd9e6ecae81694686e5163a94 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.52483, + "units": "z_score" + }, + "case_id": "drought__000012__A", + "evidence": { + "ndvi_z_score": 0.52483, + "baseline_mean": 0.533211 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/gt/B.json b/data/source_assets/multi_hazard/drought/000012/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..f2c72f809ac201215793242fe72adac1ea1eec02 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.998962 + }, + "case_id": "drought__000012__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 30062.533, + "mean_value": -0.402831, + "pixel_count": 16367 + }, + "q2_mid_low_spi": { + "area_ha": 31.212, + "mean_value": -0.138191, + "pixel_count": 17 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/gt/C.json b/data/source_assets/multi_hazard/drought/000012/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..94e6e7f2d6a21808ba9cae3d3ddb18f43202f17e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000012__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.043991, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 30062.533, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 1322.648, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/gt/D.json b/data/source_assets/multi_hazard/drought/000012/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..c2f26838bed6b50d09ebbff5a435bca9b6e3ead7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000012__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 30062.533, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36745.226 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/metadata.json b/data/source_assets/multi_hazard/drought/000012/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..680fd7f416cae80fa45652c1b47259f83e0ee625 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000012", + "built_at": "2026-05-17T04:45:38Z", + "candidate_index": 12, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "Deccan drought AOI 12", + "geometry": { + "coordinates": [ + [ + [ + 76.66119074049588, + 17.39182052035729 + ], + [ + 76.82119074049588, + 17.39182052035729 + ], + [ + 76.82119074049588, + 17.551820520357285 + ], + [ + 76.66119074049588, + 17.551820520357285 + ], + [ + 76.66119074049588, + 17.39182052035729 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000012", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "hidden_test", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000012/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000012/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..8aac617f5790ccfc3782b0e2f44ab481305993ca --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + 76.6692361, + 17.4469711 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 6, + "name": "Siddivinayaka Medical And Hospital", + "osm_id": 8188036348, + "osm_type": "node", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7258525, + 17.5209278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 55289777, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7817152, + 17.3882716 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 98812682, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7268298, + 17.4145275 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 98812683, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6134028, + 17.434891 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 98812688, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7059458, + 17.4528657 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 118281771, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7761712, + 17.4390353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 118281776, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7554692, + 17.4576096 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 118281781, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8071176, + 17.387429 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 118281786, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7428266, + 17.4280742 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 118281788, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7541682, + 17.4851834 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 118281800, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7824914, + 17.4618406 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 118281806, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7224152, + 17.4072634 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 118281822, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7457115, + 17.4126074 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 118394327, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8252407, + 17.4491251 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 118468014, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6878865, + 17.546456 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 118621307, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6530447, + 17.4184061 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 120218724, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7872011, + 17.396333 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 133190215, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8253983, + 17.5481932 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 137025567, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7542904, + 17.5168889 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 208484153, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8160313, + 17.4948531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 208484156, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7916839, + 17.5191867 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 208484157, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7660858, + 17.5210337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 208866058, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8285672, + 17.425368 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 239109812, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6786904, + 17.485813 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Highways OSM", + "osm_id": 245417901, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6832957, + 17.4615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Highways OSM", + "osm_id": 329362027, + "osm_type": "way", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7616984, + 17.4130577 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 329515941, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6997967, + 17.4126804 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 329515947, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.775974, + 17.397439 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 329515951, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6631791, + 17.4092547 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Highways OSM", + "osm_id": 330399880, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6602823, + 17.4531987 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 330399881, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6641632, + 17.4789176 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Highways OSM", + "osm_id": 330399899, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6681356, + 17.4491046 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Highways OSM", + "osm_id": 371541553, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6440243, + 17.4782961 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 371541554, + "osm_type": "way", + "row": 58 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6827622, + 17.5487626 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 371541558, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6706768, + 17.4530859 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Highways OSM", + "osm_id": 371541561, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6614637, + 17.527743 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 371541567, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6521056, + 17.525644 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 371541570, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6696452, + 17.4442885 + ], + "type": "Point" + }, + "properties": { + "category": "power_substations", + "col": 7, + "name": "Kadaganchii", + "osm_id": 421324035, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6861912, + 17.3855956 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 507134918, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8019947, + 17.4760933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 586557578, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8020524, + 17.476642 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 586557579, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8029068, + 17.4758789 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 586557580, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8008048, + 17.4757874 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 586557581, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8005371, + 17.4766085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 586557582, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7957695, + 17.4016777 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 663602721, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7949655, + 17.4020419 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 663602723, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7954991, + 17.402218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 663602725, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7491242, + 17.4246426 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "Highways OSM", + "osm_id": 682935758, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7477531, + 17.4242574 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 682935759, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7154924, + 17.3921628 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 682935762, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7146772, + 17.3907442 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 682935763, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7449892, + 17.399411 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 682935764, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7435775, + 17.391765 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 682935765, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7826915, + 17.5229431 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 682935766, + "osm_type": "way", + "row": 23 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7744354, + 17.5407767 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 682935767, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.6762877, + 17.4464142 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 695611488, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8224017, + 17.3967567 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 696079047, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8214383, + 17.5258218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 712221587, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8148542, + 17.5337026 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 712227070, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8142488, + 17.5286737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 712227071, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7216935, + 17.4076882 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791339, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7218768, + 17.4076122 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791340, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.721143, + 17.407842 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791341, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.720489, + 17.4085583 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 833791342, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7211491, + 17.4084528 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791344, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7216682, + 17.4096181 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791345, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7221027, + 17.4078164 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791346, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7211121, + 17.4093942 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791347, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7213642, + 17.409509 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791348, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7218214, + 17.4080674 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791349, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7217015, + 17.4089788 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791350, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7211156, + 17.4082146 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 833791351, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7225409, + 17.4073191 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 833791352, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7176291, + 17.4075903 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 833791353, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7173189, + 17.4075899 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 833791354, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7174132, + 17.4064128 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 833791355, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.703369, + 17.4079387 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 833791356, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7182965, + 17.4067202 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 833791357, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7188815, + 17.4069893 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 833791358, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.718332, + 17.4068116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 833791359, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7182744, + 17.4064884 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 833791360, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7170301, + 17.406619 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 833791361, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7182899, + 17.407915 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Highways OSM", + "osm_id": 833791362, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7310282, + 17.4091542 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 833791363, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7305657, + 17.4083616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 833791364, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7300854, + 17.4100325 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 833791365, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.80764, + 17.4436476 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 834957578, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7954953, + 17.4227663 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835642553, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7857312, + 17.4503952 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 835642554, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7837795, + 17.4521637 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 835642555, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7831881, + 17.4542087 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 835642556, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7836776, + 17.4543088 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 835642557, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8027791, + 17.4450521 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 835642558, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7979272, + 17.4415602 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835642559, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7991209, + 17.4419578 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835642561, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7985393, + 17.4432629 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835642562, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.798495, + 17.4419949 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835642563, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7975593, + 17.4432561 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835642564, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7965464, + 17.4436606 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835642565, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7977849, + 17.4434035 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835642566, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7951692, + 17.4430415 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 835642567, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7954213, + 17.4431534 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835642568, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7956459, + 17.4432408 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835642569, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7958354, + 17.4428251 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835642570, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7947217, + 17.4431266 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 835642571, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7969136, + 17.4418763 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835642573, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7967594, + 17.4417476 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835642575, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7849977, + 17.4342775 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 835642576, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8067159, + 17.4404858 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 835642577, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7977689, + 17.4500327 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 835652839, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7998989, + 17.4575682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 835652840, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8168481, + 17.4165918 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Highways OSM", + "osm_id": 835665060, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8065265, + 17.4176161 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 835665061, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8054197, + 17.4141501 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Highways OSM", + "osm_id": 835665062, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8087782, + 17.422564 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 835665063, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8131955, + 17.4334299 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 121, + "name": "Highways OSM", + "osm_id": 835665064, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8147556, + 17.4335346 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 835665065, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8165172, + 17.4281925 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 835665066, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8183194, + 17.4284078 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Highways OSM", + "osm_id": 835665067, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8145707, + 17.4233422 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 835665068, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.808565, + 17.4247403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 835668143, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8080419, + 17.4239435 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 835668144, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8083465, + 17.4202661 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 835668145, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7856634, + 17.4289135 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 835704496, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7861666, + 17.4227885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 835704497, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7960054, + 17.398742 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835725993, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8005194, + 17.3934559 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 835725995, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8001797, + 17.3936559 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 835725996, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.800135, + 17.3938394 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 835725997, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7986896, + 17.3956515 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835725998, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7996028, + 17.3954191 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 835725999, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7990546, + 17.3958161 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835726000, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7985129, + 17.3966182 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835726001, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7986161, + 17.3962985 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835726002, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.798333, + 17.3965276 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835726003, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7981082, + 17.396721 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835726004, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7994466, + 17.395669 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 835726005, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.799016, + 17.3962442 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835726006, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964108, + 17.4021914 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835726007, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7958761, + 17.4027103 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835726008, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964669, + 17.4013017 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835726009, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.794793, + 17.4031236 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 835726010, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964548, + 17.4024008 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835726011, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7963741, + 17.4018146 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835726012, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7962049, + 17.4016841 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835726013, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8035409, + 17.4127605 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 835726014, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7964472, + 17.4004514 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835726015, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7986873, + 17.4429186 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835757970, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.798255, + 17.4426384 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 835757971, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7961118, + 17.4439269 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 835757972, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7726004, + 17.387047 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 837938045, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7801286, + 17.3910249 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 837938050, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7797698, + 17.3951717 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 837980948, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7809441, + 17.3948348 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 837980949, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.780931, + 17.3943607 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 837980950, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7811641, + 17.3944377 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 837980951, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7803351, + 17.3951811 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 837980952, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7791388, + 17.3945784 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 837980953, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7783298, + 17.3948953 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 837980954, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7789211, + 17.3949962 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 837980955, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7788838, + 17.3937395 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 837980956, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7796477, + 17.3923185 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 837980957, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.779329, + 17.392603 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 837980958, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7759431, + 17.3982861 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 837980959, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7754814, + 17.4024201 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 837980960, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7235858, + 17.4033206 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101960, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7228037, + 17.4040362 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 838101961, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.723787, + 17.4037121 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101962, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7236529, + 17.4034178 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101963, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7238124, + 17.403039 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101964, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7242564, + 17.4033231 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101965, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7248302, + 17.4028958 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 838101966, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7247838, + 17.4032621 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101967, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7224083, + 17.404453 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 838101968, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7244766, + 17.4025834 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101969, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7230713, + 17.4034269 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 838101970, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.721687, + 17.403233 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101971, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7210583, + 17.402042 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101972, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7217591, + 17.4026052 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101973, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7220397, + 17.402729 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101974, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7213952, + 17.4025843 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101975, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7208928, + 17.4020777 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 838101976, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7218456, + 17.4074948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101977, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7218846, + 17.4038467 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101978, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7252872, + 17.4030572 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 838101979, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7247529, + 17.4030587 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101980, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.729224, + 17.4038525 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 838101981, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7219659, + 17.403612 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101982, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7204736, + 17.4013432 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 838101983, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7202564, + 17.401662 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 838101984, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7205992, + 17.4007961 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 838101985, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7197855, + 17.4007219 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 838101986, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7196933, + 17.400828 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 838101987, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7219135, + 17.4018822 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 838101988, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7193899, + 17.4002 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 838101989, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7170901, + 17.3978458 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 838101990, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7165675, + 17.3994365 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 838101991, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7204388, + 17.4081673 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 838101993, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.734328, + 17.3957768 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 838101994, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7231571, + 17.4059008 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 838101995, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7238875, + 17.4077267 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838101996, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7349894, + 17.417032 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 838101997, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7194952, + 17.4097979 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 838101998, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.731321, + 17.4039873 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 838101999, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7360817, + 17.4014422 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 838102000, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7245738, + 17.4037881 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 838143983, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.757143, + 17.4230857 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 838182124, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7559725, + 17.4192465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 838182125, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7645465, + 17.426069 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 838182126, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7571421, + 17.4270167 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 838182127, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7538615, + 17.4258735 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 838182128, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7507666, + 17.4254321 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 838182129, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7486865, + 17.4443728 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 69, + "name": "Highways OSM", + "osm_id": 838182130, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7407237, + 17.4229109 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 838182131, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7459956, + 17.4242193 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182132, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7457672, + 17.4245389 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182133, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7457907, + 17.4248739 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182134, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7458878, + 17.4249474 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182135, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7447411, + 17.425225 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182136, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7447563, + 17.4252485 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182138, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7437411, + 17.4253588 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182140, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7440184, + 17.4253055 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182141, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7443587, + 17.4251236 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182142, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7434472, + 17.4252934 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 838182143, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7465642, + 17.4250418 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 838182144, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7464494, + 17.4257651 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 838182145, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7307823, + 17.4172702 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 838182146, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7455002, + 17.4258211 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182147, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7452209, + 17.4255898 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182148, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7447471, + 17.4269108 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182149, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7454469, + 17.4261856 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182150, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7449024, + 17.4274777 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182151, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7443353, + 17.4273189 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182153, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7438176, + 17.4273438 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182154, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7450108, + 17.4263696 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182155, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7437154, + 17.4268342 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182156, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7444458, + 17.4269403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 838182157, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7452166, + 17.4258131 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182158, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7457967, + 17.426353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182159, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7449934, + 17.4265283 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182160, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7454055, + 17.4268116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182161, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.745131, + 17.4267025 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 67, + "name": "Highways OSM", + "osm_id": 838182162, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7434356, + 17.4266409 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 838182163, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7427561, + 17.4282343 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 838182164, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7423649, + 17.4299584 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 838182165, + "osm_type": "way", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7332754, + 17.44116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 838182166, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7462464, + 17.4264594 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 838182167, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7464436, + 17.4276589 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 838182168, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.7521068, + 17.431691 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 838182169, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000012/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000012/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..536eb27c28adab726690365fa893f3c06940f201 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e93c898a5d25bcc3f509523b356a801234de0747b54fe2f9842dd1ad7cba06f4 +size 5563 diff --git a/data/source_assets/multi_hazard/drought/000012/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000012/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..cee26f548533b64cb561a3af47e061449f07deaf --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41d9de7857f9ba2333a2cebb3b708a8dda3a772d8491b8d0df5db1e108accf73 +size 57275 diff --git a/data/source_assets/multi_hazard/drought/000012/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000012/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..ef6a157903a6c1aae08bcdb7894efba1699032b7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37d1b9e55fcd160f030d876fae731219eda758d5741e17ce2548a1c376a169cf +size 2526 diff --git a/data/source_assets/multi_hazard/drought/000012/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000012/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..917bf7a73626a979c48a90ab9ccbd2b688cc01cb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:029efd31c009ecad8dcdc97c5ff30ea0a8706fc1e5b45262119ff0a79d53f79e +size 136559 diff --git a/data/source_assets/multi_hazard/drought/000012/quality_report.json b/data/source_assets/multi_hazard/drought/000012/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..c008bd15d11fb097392a01f07c5dcc1bd0a22c11 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/quality_report.json @@ -0,0 +1,20 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:06Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [ + "viirs_lst__target" + ], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 8.367919921875, + "sample_id": "sample_000012", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000012/questions/A.json b/data/source_assets/multi_hazard/drought/000012/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..a06958cdd82898ee44725fdc7f5af06fc3d13e30 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000012__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for Deccan drought AOI 12 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000012", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000012/questions/B.json b/data/source_assets/multi_hazard/drought/000012/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..489b89659b021e95beffab88df89a165387633a3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000012__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over Deccan drought AOI 12 on 2024-08-15?", + "sample_id": "drought__000012", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000012/questions/C.json b/data/source_assets/multi_hazard/drought/000012/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..4a48234dcac7ff176d0afeccce1702ee851c9380 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000012__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for Deccan drought AOI 12?", + "sample_id": "drought__000012", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000012/questions/D.json b/data/source_assets/multi_hazard/drought/000012/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..f9d7b3b68c9382140ce5931b26c2588cc51a62ef --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000012__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for Deccan drought AOI 12?", + "sample_id": "drought__000012", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..bf77099d6f2382fb5cc602bc9fa05762555f8fe4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "f8b2f67aaf09253f6f281845df2ec0f1a70fe15a60e7cd71a8df5b27ed535bf8", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..bc9c45fcd704f2cab77a82914fc9fcfb46a7f054 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..9977efe32b1008ceb430f8ec3ff4d0b4129e71b4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:44Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "024c84aab9ce6d594af597e53703103202f2c7bcd141b542514312940fb13c25", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..341a6c69dc5dd7a3e69edec89da7f9e13244069e Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..9968fb12b6b25cc54ceb376314b48db44c74b3a0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": false, + "derived_from": [ + "chirps_spi__target", + "drought/000012/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 1.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "cddc2af94f714014279a2877e27d8a065a0ab86287ba63cebabf2151f39bc87e", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..8992fe9c6b229cb474704d30544a0ee95de5ecbf Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..d5d6318b24cc8c6f7162f3a68a48a8321e01ebe7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:47Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "5bed7fbf52634a1e5df5f4314d961f243f2613d8824abe89a16f1b17c69cae6f", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..a6e88cb20188e7c4fea668933e3604a49ae4be6c Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000012/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..a520c9928f71e1ebaae1211b60354e4bc5266ed0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 1452, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 315.1000061035156, + "mean": 312.84521484375, + "minimum": 311.739990234375, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000012/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "27eb465f5e7ab5643b8412ae8be55fb1e562af49086eee56d944e8e80eb72b13", + "units": "K", + "valid_fraction": 0.00579833984375 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + 76.66119074049588, + 17.39182052035729 + ], + [ + 76.82119074049588, + 17.39182052035729 + ], + [ + 76.82119074049588, + 17.551820520357285 + ], + [ + 76.66119074049588, + 17.551820520357285 + ], + [ + 76.66119074049588, + 17.39182052035729 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 315.1000061035156, + "minimum": 311.739990234375, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 99.420166015625, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "27eb465f5e7ab5643b8412ae8be55fb1e562af49086eee56d944e8e80eb72b13", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 0.00579833984375 +} diff --git a/data/source_assets/multi_hazard/drought/000012/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000012/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..245e5511395a426307ef41a46fb65e036ff5c1b6 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000012/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000012/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000012/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..0adff9d67970ca7336bf8b126d1a5c1143b241ef --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 23.06690216064453, + "minimum": 0.7707797884941101, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "2ef2e1d3862626b424c5f8f48356dda362545c2b38abb9a5eadea487e20a3d20", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.99249267578125, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000012/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000012/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..63b04b45a29c69953428cf40ab0c57c87f462970 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000012/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000012/trajectories/A.json b/data/source_assets/multi_hazard/drought/000012/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..6e19eb30b9b8dceea7a4189c91079f6913450148 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000012", + "calls": [ + { + "args": { + "aoi_id": "drought__000012", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:47Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000012", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000012", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.582513, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.533211, + "baseline_std": 0.09394, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.52483, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000012", + "status": "TASK_COMPLETE", + "answer": { + "value": 0.52483, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.52483, + "baseline_mean": 0.533211 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.52483, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.52483, + "baseline_mean": 0.533211 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000012__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.52483, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.52483, + "baseline_mean": 0.533211 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:47Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000012", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.582513, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.533211, + "baseline_std": 0.09394, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.52483, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/trajectories/B.json b/data/source_assets/multi_hazard/drought/000012/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..8f671fb5de8adbac2ede8337d730eaeabf78d2e1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000012", + "calls": [ + { + "args": { + "aoi_id": "drought__000012", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000012", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000012", + "by_class": { + "q1_low_spi": { + "area_ha": 30062.533, + "mean_value": -0.402831, + "pixel_count": 16367 + }, + "q2_mid_low_spi": { + "area_ha": 31.212, + "mean_value": -0.138191, + "pixel_count": 17 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q1_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": -0.138191, + "mean": -0.402557, + "median": -0.397508, + "min": -0.525264, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.525264, + "p50": -0.397508, + "p95": -0.280523 + }, + "pixel_area_m2": 18367.764, + "std": 0.07074, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.998962 + }, + "aoi_id": "drought__000012", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 30062.533, + "mean_value": -0.402831, + "pixel_count": 16367 + }, + "q2_mid_low_spi": { + "area_ha": 31.212, + "mean_value": -0.138191, + "pixel_count": 17 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.998962 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 30062.533, + "mean_value": -0.402831, + "pixel_count": 16367 + }, + "q2_mid_low_spi": { + "area_ha": 31.212, + "mean_value": -0.138191, + "pixel_count": 17 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000012__B", + "final": { + "answer": { + "class": "q1_low_spi", + "dominant_fraction": 0.998962 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 30062.533, + "mean_value": -0.402831, + "pixel_count": 16367 + }, + "q2_mid_low_spi": { + "area_ha": 31.212, + "mean_value": -0.138191, + "pixel_count": 17 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q1_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000012", + "by_class": { + "q1_low_spi": { + "area_ha": 30062.533, + "mean_value": -0.402831, + "pixel_count": 16367 + }, + "q2_mid_low_spi": { + "area_ha": 31.212, + "mean_value": -0.138191, + "pixel_count": 17 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q1_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": -0.138191, + "mean": -0.402557, + "median": -0.397508, + "min": -0.525264, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.525264, + "p50": -0.397508, + "p95": -0.280523 + }, + "pixel_area_m2": 18367.764, + "std": 0.07074, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/trajectories/C.json b/data/source_assets/multi_hazard/drought/000012/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..f9d08c8545d68a4d2a7dc2977fa4a4758f04d02c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000012", + "calls": [ + { + "args": { + "aoi_id": "drought__000012", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000012", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:47Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000012", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:44Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000012", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000012", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285 + ] + } + }, + "median_area_ha": 1322.648, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 9.5e-05, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.00691, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.043991, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 183.143, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.001038, + "chirps_spi__modis_ndvi": 0.044983, + "modis_ndvi__era5_soil_moisture": 0.956055 + }, + "per_source": { + "chirps_spi": { + "area_ha": 30062.533, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 1322.648, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000012", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.043991, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 30062.533, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 1322.648, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.043991, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 30062.533, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 1322.648, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000012__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.043991, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 30062.533, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 1322.648, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:43Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:47Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:45:44Z", + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000012", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.66119074049588, + 0.0, + -0.0012499999999999734, + 17.551820520357285 + ] + } + }, + "median_area_ha": 1322.648, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 9.5e-05, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.00691, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.043991, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 183.143, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.001038, + "chirps_spi__modis_ndvi": 0.044983, + "modis_ndvi__era5_soil_moisture": 0.956055 + }, + "per_source": { + "chirps_spi": { + "area_ha": 30062.533, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 1322.648, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000012/trajectories/D.json b/data/source_assets/multi_hazard/drought/000012/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..122058cb1ada9d2657ecccf9ae7152379b756491 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000012/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000012", + "calls": [ + { + "args": { + "aoi_id": "drought__000012", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000012", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000012", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 30062.533, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 36762.255, + "population_within_footprint": 36745.226 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000012", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 30062.533, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36745.226 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 30062.533, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36745.226 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000012__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 30062.533, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 36745.226 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000012", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000012/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000012", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 30062.533, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 36762.255, + "population_within_footprint": 36745.226 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/aoi.geojson b/data/source_assets/multi_hazard/drought/000013/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..4a64c2d7b4a7ac6ea9e3ca2ce8d2dc3c06029ec3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + 39.29508209916247, + 3.2088626280863437 + ], + [ + 39.45508209916247, + 3.2088626280863437 + ], + [ + 39.45508209916247, + 3.368862628086344 + ], + [ + 39.29508209916247, + 3.368862628086344 + ], + [ + 39.29508209916247, + 3.2088626280863437 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000013/available_handles.json b/data/source_assets/multi_hazard/drought/000013/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..06f24500aa3e826b20fef91d267a1184fb9df1f1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000013", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000013/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..4165374357e42847783d6e290acbd582061226d1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.0,false +2019-08-15,3.289309,false +2020-08-15,0.0,false +2021-08-15,3.935978,false +2022-08-15,1.235973,false +2023-08-15,6.74341,false +2024-08-15,14.985657,true diff --git a/data/source_assets/multi_hazard/drought/000013/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000013/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..e815d5ba6d8181c65b9fa6134733a244c14c4baa --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.085146,false +2019-08-15,0.081785,false +2020-08-15,0.086076,false +2021-08-15,0.082728,false +2022-08-15,0.083248,false +2023-08-15,0.083407,false +2024-08-15,0.088282,true diff --git a/data/source_assets/multi_hazard/drought/000013/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000013/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..e97d630dc679c50c62022f1a57a5f76703cc8569 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.347113,false +2019-08-15,0.269465,false +2020-08-15,0.356487,false +2021-08-15,0.289573,false +2022-08-15,0.251311,false +2023-08-15,0.282473,false +2024-08-15,0.384824,true diff --git a/data/source_assets/multi_hazard/drought/000013/drought_normalization.json b/data/source_assets/multi_hazard/drought/000013/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000013/gt/A.json b/data/source_assets/multi_hazard/drought/000013/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..6e7bafec4ca9ec117538a0e3781c47d83194e605 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 1.999303, + "units": "z_score" + }, + "case_id": "drought__000013__A", + "evidence": { + "ndvi_z_score": 1.999303, + "baseline_mean": 0.299404 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/gt/B.json b/data/source_assets/multi_hazard/drought/000013/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..fc0edfec777e334446c0f917bf2b116e94db984a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "case_id": "drought__000013__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31460.702, + "mean_value": 5.593567, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/gt/C.json b/data/source_assets/multi_hazard/drought/000013/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..06d2ae0b5b4a96e2d787d2da06c22b3ef5a567c5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000013__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31460.702, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 19937.444, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/gt/D.json b/data/source_assets/multi_hazard/drought/000013/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..82bc5288a84b28543c6b293f1e6632dfea1fa0be --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000013__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/metadata.json b/data/source_assets/multi_hazard/drought/000013/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..960c0b5f97500a5ffa1aa9b096bcf6dc658b08af --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000013", + "built_at": "2026-05-17T04:45:57Z", + "candidate_index": 13, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "Horn of Africa drought AOI 13", + "geometry": { + "coordinates": [ + [ + [ + 39.29508209916247, + 3.2088626280863437 + ], + [ + 39.45508209916247, + 3.2088626280863437 + ], + [ + 39.45508209916247, + 3.368862628086344 + ], + [ + 39.29508209916247, + 3.368862628086344 + ], + [ + 39.29508209916247, + 3.2088626280863437 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000013", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000013/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000013/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..d1a1f10ae5964627c6948b6ccd734d5e8d6c0583 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/osm/pois.geojson @@ -0,0 +1,1409 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + 39.4214954, + 3.3682868 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 100, + "name": "Bute Aridzone Primary", + "osm_id": 3695407055, + "osm_type": "node", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4151619, + 3.3602371 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 95, + "name": "Bute Boys Secondary School", + "osm_id": 3695407056, + "osm_type": "node", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.419825, + 3.3651999 + ], + "type": "Point" + }, + "properties": { + "category": "police_stations", + "col": 99, + "name": "Bute Police Camp", + "osm_id": 3695407063, + "osm_type": "node", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.425139, + 3.3535293 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 103, + "name": "Chalaqa Primary School", + "osm_id": 3695407067, + "osm_type": "node", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4181803, + 3.3580831 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 98, + "name": "Malaba Primary School", + "osm_id": 3695407072, + "osm_type": "node", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4323088, + 3.3426728 + ], + "type": "Point" + }, + "properties": { + "category": "police_stations", + "col": 109, + "name": "Police Road Block", + "osm_id": 7217966470, + "osm_type": "node", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4167054, + 3.3640187 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 320516973, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3656122, + 3.3854483 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Korendile-Bute Road", + "osm_id": 365538344, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4406992, + 3.3476472 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Bute-Adadijole Road", + "osm_id": 365681614, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4340868, + 3.3927651 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Dugo-Bute Road", + "osm_id": 365681615, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.398556, + 3.412832 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Gododma-Bute Road", + "osm_id": 365681617, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4364089, + 3.329281 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Bute-Ogorji Road", + "osm_id": 365701109, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4302877, + 3.3310253 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Bute-Ogorji Road", + "osm_id": 365701110, + "osm_type": "way", + "row": 30 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.450337, + 3.2663149 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Ogorji-Adadijole Road", + "osm_id": 365701115, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.420882, + 3.3586233 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 443060055, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4211112, + 3.3553429 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 443060056, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.423063, + 3.3602561 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 443060057, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4218626, + 3.3588768 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 443060058, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4226307, + 3.3661063 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 443060059, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4237776, + 3.366036 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 443060061, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4160179, + 3.3587518 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 443060062, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4183472, + 3.3592494 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 443060063, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4138648, + 3.373082 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 443061518, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.416404, + 3.3605915 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 443061520, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4174049, + 3.3623412 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 443061521, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4156281, + 3.3647311 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 443061522, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4255343, + 3.3572519 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 493503084, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4211057, + 3.3675206 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 493503085, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4192105, + 3.3686765 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 693739077, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4194565, + 3.3634958 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 693739078, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4162215, + 3.3654632 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 693742997, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4186472, + 3.3608114 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 693742998, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4198135, + 3.3618873 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 693742999, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4193902, + 3.3631941 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 693743000, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3899895, + 3.3574274 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 693743001, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3299347, + 3.141393 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Korendile-Bute Road", + "osm_id": 706540268, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3723229, + 3.3725454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 741188445, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3569638, + 3.3539687 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 741188446, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4216455, + 3.3633419 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 741188452, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3204872, + 3.351335 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Korendile-Bute Road", + "osm_id": 741300569, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3293899, + 3.2905198 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Korendile-Bute Road", + "osm_id": 741300570, + "osm_type": "way", + "row": 62 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4620716, + 3.2621782 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 741730612, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4268079, + 3.2170247 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 742056309, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4013254, + 3.2298799 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 742056310, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4402472, + 3.2230354 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 742056311, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4173404, + 3.3666336 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 742163365, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4098909, + 3.3696162 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 745135303, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.375438, + 3.3565438 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 755620121, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3802077, + 3.3272263 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 755620323, + "osm_type": "way", + "row": 33 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4242137, + 3.3554652 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 755637707, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4249015, + 3.3562314 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Highways OSM", + "osm_id": 755637708, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4266506, + 3.3561366 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 755637709, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4262597, + 3.3550645 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 755637710, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.423621, + 3.3585403 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 755637711, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4006019, + 3.332766 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 757279986, + "osm_type": "way", + "row": 29 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3840175, + 3.3231345 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 757290555, + "osm_type": "way", + "row": 36 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3854258, + 3.3363306 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 757290556, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3760336, + 3.3358938 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 757290557, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3752453, + 3.3020228 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 757290558, + "osm_type": "way", + "row": 53 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3758696, + 3.2973085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 757290559, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3781587, + 3.3037576 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 757290560, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3786076, + 3.2975914 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 757290561, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4058806, + 3.311017 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 757290562, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3980209, + 3.3002908 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 82, + "name": "Highways OSM", + "osm_id": 757290563, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4107362, + 3.3152684 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 757290564, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3943689, + 3.2689622 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 760129575, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.395067, + 3.2637835 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 760129576, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3812726, + 3.235168 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 68, + "name": "Highways OSM", + "osm_id": 760129577, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3939674, + 3.2802859 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 761646494, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3882723, + 3.2794528 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 761647115, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3538258, + 3.2948373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 1213879531, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3909361, + 3.2769958 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 1312795197, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3923291, + 3.2751131 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 1312795198, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4226668, + 3.3686999 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 1313848579, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.4156613, + 3.3603078 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 1313849259, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3105055, + 3.2111979 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 1351890799, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3116066, + 3.2299046 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Highways OSM", + "osm_id": 1351890800, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2986219, + 3.227818 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 1351890801, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000013/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000013/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..b739e39f1bbd87489f8edbe1c9d27791ec644404 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc65db928f79c16c874b22dee70d672999d614240f0fa8045f1df522df9f389c +size 6114 diff --git a/data/source_assets/multi_hazard/drought/000013/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000013/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..8cf558f6b1de55af4d2b19973c61dbd906b95600 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0fcf8ef7a168c79b18eaf650bcac454c734a1394d179682ac33a008bc7b9b79 +size 60923 diff --git a/data/source_assets/multi_hazard/drought/000013/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000013/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..163ce03dc24609b63f1f4c04fa8c093a574daa8f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1260ef3c6eec809dced0e5942a1ed89fe4bb6ea10664234bee4fed9252d623af +size 2592 diff --git a/data/source_assets/multi_hazard/drought/000013/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000013/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..38f62c83a212591a242a6997ec683c5af417f2f1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08daf3b0c0dab19af7b2fca4ff22cd8900b3afba582ffd5113374c8d21985a5b +size 81723 diff --git a/data/source_assets/multi_hazard/drought/000013/quality_report.json b/data/source_assets/multi_hazard/drought/000013/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..659ace98fc150f144892389dccfb30869914d2bb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:25Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000013", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000013/questions/A.json b/data/source_assets/multi_hazard/drought/000013/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..c31f67e4a2860424987789c848527d02211ffca3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000013__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for Horn of Africa drought AOI 13 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000013", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000013/questions/B.json b/data/source_assets/multi_hazard/drought/000013/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..6ca9ff884b695a7bbe0e0dc4c3209d67a39ca2d9 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000013__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over Horn of Africa drought AOI 13 on 2024-08-15?", + "sample_id": "drought__000013", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000013/questions/C.json b/data/source_assets/multi_hazard/drought/000013/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..b7119a62e1c9574c7b1fd8f0208a51b893f1a7bc --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000013__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for Horn of Africa drought AOI 13?", + "sample_id": "drought__000013", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000013/questions/D.json b/data/source_assets/multi_hazard/drought/000013/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..0320b1e3c56e336a941ba1db72958d2996ef5dc2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000013__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for Horn of Africa drought AOI 13?", + "sample_id": "drought__000013", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..90068e75ff3e19b38ffab7de557e9044d72c0413 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "fb59178c99eef364aecd56f70dad2471a93cedc8cfbfdd6891812275161b37f4", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..218ba6108ee9ed9447efa6e661ccbd7055181aac Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..2f7b04c85bf66a746ac25b8393a66cef50808c4b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:06Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "58df7716d8f84327027d86bcceee138621e7f0e863c7668bfb21e4c2a43b540a", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..92d37f5d3a0846525f3d3e052c84b4ce8d252b42 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..f2692ead0a4fe03698506c22bd5434bb7e94ce94 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": true, + "derived_from": [ + "chirps_spi__target", + "drought/000013/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 0.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "d06ccb6dc4609de731b6fb5c6bc4e9a0dea827a09a4c8788cf138ee68b8b5781", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..78c95017109f3706974dd261d90d913e32412f2e Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..2f6f22c0e7ef1a28248795ed46d70976b9e0c7ab --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "0030510c5d9fb3374952548e04eae5db1416b79a233818d335be7224c4d74e92", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..22c09be47390ec1582efee37562290c14aebe31a Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000013/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..70518ad180c90f7d6cc60773cd604044ec8c4d7b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 3408, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 324.44000244140625, + "mean": 318.62713623046875, + "minimum": 306.9800109863281, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000013/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "62453944c68d83d6f9ca9f1cce06a496f7a9e114ebb8b2e81e86e91ae0e89e8a", + "units": "K", + "valid_fraction": 0.7078857421875 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + 39.29508209916247, + 3.2088626280863437 + ], + [ + 39.45508209916247, + 3.2088626280863437 + ], + [ + 39.45508209916247, + 3.368862628086344 + ], + [ + 39.29508209916247, + 3.368862628086344 + ], + [ + 39.29508209916247, + 3.2088626280863437 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 324.44000244140625, + "minimum": 306.9800109863281, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 29.21142578125, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "62453944c68d83d6f9ca9f1cce06a496f7a9e114ebb8b2e81e86e91ae0e89e8a", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 0.7078857421875 +} diff --git a/data/source_assets/multi_hazard/drought/000013/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000013/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..0af877eda8f781aba01765fc6f7fc46b0ebdb9c7 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000013/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000013/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000013/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..859d873b8a285f8d05c9c6a66686c849c757a54a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 115.9307632446289, + "minimum": 0.07662713527679443, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "7550ea7667b135815421038ca02d51355a1ea52580d27220e3545a39a74b48bf", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000013/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000013/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..05272b2740c3d83c17c38918dfa8089e1425dfb6 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000013/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000013/trajectories/A.json b/data/source_assets/multi_hazard/drought/000013/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..f764af4f040e2cce383c31b2c4e4da2b2b478b8e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000013", + "calls": [ + { + "args": { + "aoi_id": "drought__000013", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000013", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000013", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.384824, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.299404, + "baseline_std": 0.042725, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.999303, + "anomaly_class": "positive", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000013", + "status": "TASK_COMPLETE", + "answer": { + "value": 1.999303, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.999303, + "baseline_mean": 0.299404 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.999303, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.999303, + "baseline_mean": 0.299404 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000013__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.999303, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.999303, + "baseline_mean": 0.299404 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000013", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.384824, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.299404, + "baseline_std": 0.042725, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.999303, + "anomaly_class": "positive", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/trajectories/B.json b/data/source_assets/multi_hazard/drought/000013/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..daee79cc461facea467249a9ef2551056aa60634 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000013", + "calls": [ + { + "args": { + "aoi_id": "drought__000013", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000013", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000013", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31460.702, + "mean_value": 5.593567, + "pixel_count": 16384 + } + }, + "dominant_class": "q4_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 8.8712, + "mean": 5.593567, + "median": 5.412266, + "min": 3.492984, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 4.096622, + "p50": 5.412266, + "p95": 8.8712 + }, + "pixel_area_m2": 19202.088, + "std": 1.230148, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "aoi_id": "drought__000013", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31460.702, + "mean_value": 5.593567, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31460.702, + "mean_value": 5.593567, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000013__B", + "final": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31460.702, + "mean_value": 5.593567, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000013", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31460.702, + "mean_value": 5.593567, + "pixel_count": 16384 + } + }, + "dominant_class": "q4_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 8.8712, + "mean": 5.593567, + "median": 5.412266, + "min": 3.492984, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 4.096622, + "p50": 5.412266, + "p95": 8.8712 + }, + "pixel_area_m2": 19202.088, + "std": 1.230148, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/trajectories/C.json b/data/source_assets/multi_hazard/drought/000013/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..dcad7e8892545f3438990b24339674d607728fe6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/trajectories/C.json @@ -0,0 +1,600 @@ +{ + "aoi_id": "drought__000013", + "calls": [ + { + "args": { + "aoi_id": "drought__000013", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000013", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000013", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:06Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000013", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000013", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344 + ] + } + }, + "median_area_ha": 19937.444, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 44.839 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.366272, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31460.702, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 19937.444, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 0, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000013", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31460.702, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 19937.444, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31460.702, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 19937.444, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000013__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31460.702, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 19937.444, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:04Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:06Z", + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000013", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.29508209916247, + 0.0, + -0.0012500000000000011, + 3.368862628086344 + ] + } + }, + "median_area_ha": 19937.444, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 44.839 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.366272, + "modis_ndvi__era5_soil_moisture": 0.633728 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31460.702, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 19937.444, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 0, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000013/trajectories/D.json b/data/source_assets/multi_hazard/drought/000013/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..06ff38a3500f3b2ed1211d578ec98e45330c5f21 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000013/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000013", + "calls": [ + { + "args": { + "aoi_id": "drought__000013", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000013", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000013", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000013", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000013__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000013", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000013/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000013", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/aoi.geojson b/data/source_assets/multi_hazard/drought/000014/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..51868e55ba80fa44eb2629c0672320d990554b01 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -119.68100043095882, + 36.332573001848566 + ], + [ + -119.52100043095882, + 36.332573001848566 + ], + [ + -119.52100043095882, + 36.49257300184856 + ], + [ + -119.68100043095882, + 36.49257300184856 + ], + [ + -119.68100043095882, + 36.332573001848566 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000014/available_handles.json b/data/source_assets/multi_hazard/drought/000014/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..be07ea4e35acf2186f3895d7d7f7f5f70ad5d2b7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000014", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000014/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..b4f3b05f26a4e2eb1705c24725713731f077b285 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.434564,false +2019-08-15,0.0,false +2020-08-15,0.165473,false +2021-08-15,0.0,false +2022-08-15,0.0,false +2023-08-15,0.0,false +2024-08-15,0.280345,true diff --git a/data/source_assets/multi_hazard/drought/000014/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000014/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..42a7357df974c6d2f513cb17dc6bfe514a4f2432 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.132038,false +2019-08-15,0.132528,false +2020-08-15,0.132515,false +2021-08-15,0.131623,false +2022-08-15,0.132222,false +2023-08-15,0.150945,false +2024-08-15,0.13257,true diff --git a/data/source_assets/multi_hazard/drought/000014/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000014/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..ecc1bb9c1684d62ffae11151950baacdff94ce09 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.50011,false +2019-08-15,0.534548,false +2020-08-15,0.474543,false +2021-08-15,0.471716,false +2022-08-15,0.488687,false +2023-08-15,0.553154,false +2024-08-15,0.530362,true diff --git a/data/source_assets/multi_hazard/drought/000014/drought_normalization.json b/data/source_assets/multi_hazard/drought/000014/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000014/gt/A.json b/data/source_assets/multi_hazard/drought/000014/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..4d1e4171b84b960f7ae3a7995a9c8a7cdf4d21dd --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.800456, + "units": "z_score" + }, + "case_id": "drought__000014__A", + "evidence": { + "ndvi_z_score": 0.800456, + "baseline_mean": 0.503793 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/gt/B.json b/data/source_assets/multi_hazard/drought/000014/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..52ac3da98fdd50a0b762e9a1b5f187068292105c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.746094 + }, + "case_id": "drought__000014__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 871.653, + "mean_value": -0.140716, + "pixel_count": 560 + }, + "q2_mid_low_spi": { + "area_ha": 5598.542, + "mean_value": 0.655057, + "pixel_count": 3600 + }, + "q3_mid_high_spi": { + "area_ha": 19008.94, + "mean_value": 1.177718, + "pixel_count": 12224 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/gt/C.json b/data/source_assets/multi_hazard/drought/000014/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..a39b3827609bd1aa3f4db0a396c4f073e58821da --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000014__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.023993, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 871.653, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 4705.881, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/gt/D.json b/data/source_assets/multi_hazard/drought/000014/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..d0020b585ae9c9f2a8c3947d8fbe63e3588b258b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000014__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 7, + "in_footprint": 0, + "nearest": { + "distance_m": 402.177, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 871.653, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 92.327 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/metadata.json b/data/source_assets/multi_hazard/drought/000014/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea2972a126424077d697635f030c126edc02c4a6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000014", + "built_at": "2026-05-17T04:46:00Z", + "candidate_index": 14, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "California Central Valley drought AOI 14", + "geometry": { + "coordinates": [ + [ + [ + -119.68100043095882, + 36.332573001848566 + ], + [ + -119.52100043095882, + 36.332573001848566 + ], + [ + -119.52100043095882, + 36.49257300184856 + ], + [ + -119.68100043095882, + 36.49257300184856 + ], + [ + -119.68100043095882, + 36.332573001848566 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000014", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000014/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000014/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..700fa2b527d47c03c099eaa5db4e1158dce2e638 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -119.5662384, + 36.4018949 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 91, + "name": "Excelsior School", + "osm_id": 358783887, + "osm_type": "node", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6720751, + 36.3721724 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 7, + "name": "Hanford Christian School", + "osm_id": 358785353, + "osm_type": "node", + "row": 96 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6423524, + 36.401617 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 31, + "name": "Kings River School", + "osm_id": 358786973, + "osm_type": "node", + "row": 72 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6498517, + 36.350228 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 25, + "name": "Monroe School", + "osm_id": 358789313, + "osm_type": "node", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6306841, + 36.3371724 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 40, + "name": "Lee Richmond Elementary School", + "osm_id": 358791127, + "osm_type": "node", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5637394, + 36.4674507 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 93, + "name": "River Bend School", + "osm_id": 358791178, + "osm_type": "node", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6442956, + 36.3357835 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 29, + "name": "Thomas McCarthy Memorial School", + "osm_id": 358793436, + "osm_type": "node", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.545959, + 36.3438393 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 107, + "name": "Willow Grove School", + "osm_id": 358794756, + "osm_type": "node", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6317953, + 36.3430058 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 39, + "name": "Cleveland School", + "osm_id": 358833461, + "osm_type": "node", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6448954, + 36.3448652 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 29, + "name": "Earl F Johnson High School", + "osm_id": 358833463, + "osm_type": "node", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6448514, + 36.3432835 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 29, + "name": "Hanford High Night Continuation School", + "osm_id": 358833467, + "osm_type": "node", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5199966, + 36.4905776 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 4369868, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.656058, + 36.491095 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 10333972, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6074579, + 36.4732717 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 10333987, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6381068, + 36.4964149 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10334221, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.679806, + 36.4341799 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "East Latonia Street", + "osm_id": 10336076, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5837196, + 36.4889573 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Elkhorn Avenue", + "osm_id": 10336436, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6181217, + 36.4817598 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "South McCall Avenue", + "osm_id": 10338357, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6109504, + 36.5222138 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "South McCall Avenue", + "osm_id": 10338358, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6837275, + 36.4417075 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "East Letson Avenue", + "osm_id": 10338378, + "osm_type": "way", + "row": 40 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5819739, + 36.485524 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Bethel Avenue", + "osm_id": 10338634, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6790033, + 36.4363278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "South Pueblo Drive", + "osm_id": 10340006, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6777029, + 36.4349304 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "South Latonia Avenue", + "osm_id": 10340433, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5841326, + 36.496299 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Indianola Avenue", + "osm_id": 10340435, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5910555, + 36.4821447 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Indianola Avenue", + "osm_id": 10340436, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6804032, + 36.4363568 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Armstrong Avenue", + "osm_id": 10340438, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6637751, + 36.4288617 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "South Locan Avenue", + "osm_id": 10341743, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6815162, + 36.4363042 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Murphy Avenue", + "osm_id": 10342509, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6650253, + 36.4964729 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "South Temperance Avenue", + "osm_id": 10345283, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6471036, + 36.4964557 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "South de Wolf Avenue", + "osm_id": 10345735, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6544857, + 36.4489352 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "South de Wolf Avenue", + "osm_id": 10345736, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6540326, + 36.4874461 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "South de Wolf Avenue", + "osm_id": 10345738, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654522, + 36.4397737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "South de Wolf Avenue", + "osm_id": 10345741, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6547474, + 36.4292965 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "South de Wolf Avenue", + "osm_id": 10345742, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6560641, + 36.4358838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "East Riverdale Avenue", + "osm_id": 10346814, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6780834, + 36.4363103 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Veranda Avenue", + "osm_id": 10346901, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6726276, + 36.4453287 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "East Harlan Avenue", + "osm_id": 10347610, + "osm_type": "way", + "row": 38 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6001124, + 36.4787737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "South del Rey Avenue", + "osm_id": 10349507, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5931309, + 36.5108007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 70, + "name": "South del Rey Avenue", + "osm_id": 10349515, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6682407, + 36.3420948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Cambridge Court", + "osm_id": 10389705, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6681369, + 36.3403675 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Cornell Court", + "osm_id": 10389706, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6191395, + 36.3681523 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "8 3/4 Avenue", + "osm_id": 10389707, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.616743, + 36.3300309 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "8 3/4 Avenue", + "osm_id": 10389714, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.556087, + 36.3391685 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "5 1/2 Avenue", + "osm_id": 10389717, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.628414, + 36.3442062 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Harrison Avenue", + "osm_id": 10389772, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6293365, + 36.348298 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Harrison Avenue", + "osm_id": 10389775, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6457532, + 36.4344262 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Boundary Line Road", + "osm_id": 10389778, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6476648, + 36.3376222 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Keith Street", + "osm_id": 10389779, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6668681, + 36.3369478 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 11, + "name": "Princeton Avenue", + "osm_id": 10389783, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557496, + 36.3644772 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Plum Lane", + "osm_id": 10389797, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557355, + 36.358116 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Plum Lane", + "osm_id": 10389799, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.557765, + 36.481633 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 10390017, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5630142, + 36.4849659 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 10390021, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5638135, + 36.4811225 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 10390022, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5351715, + 36.4837379 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 10390024, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653572, + 36.362926 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10390239, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6620813, + 36.3678833 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "North Glacier Way", + "osm_id": 10390242, + "osm_type": "way", + "row": 99 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5736315, + 36.44951 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10390364, + "osm_type": "way", + "row": 34 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652494, + 36.362773 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10390365, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.586924, + 36.456048 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 10390368, + "osm_type": "way", + "row": 29 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652987, + 36.362085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10390373, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6045395, + 36.4642785 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 10390376, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654384, + 36.3630745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 10390379, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651403, + 36.362175 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10390380, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6563699, + 36.345947 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 10390509, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6525728, + 36.3593399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10390599, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6516705, + 36.361344 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10390608, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6081713, + 36.3534271 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 10390745, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6485152, + 36.3380998 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Highways OSM", + "osm_id": 10390848, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5738317, + 36.4136392 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10390906, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6309575, + 36.3377345 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 10390916, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6557874, + 36.3666876 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 10391143, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6558863, + 36.3435986 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 10391163, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6591364, + 36.3353255 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 10391165, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6646084, + 36.3411707 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Highways OSM", + "osm_id": 10391319, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.657109, + 36.343007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Highways OSM", + "osm_id": 10391486, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.663219, + 36.3657445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Madison Way", + "osm_id": 10391520, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6403795, + 36.3399155 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10391597, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6307012, + 36.3412882 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 10391600, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6732823, + 36.4008963 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Highways OSM", + "osm_id": 10391609, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6762844, + 36.344847 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "Highways OSM", + "osm_id": 10391677, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654556, + 36.362595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 10391904, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6383406, + 36.3949347 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 10391986, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5621295, + 36.463215 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 10392214, + "osm_type": "way", + "row": 23 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5381265, + 36.4543465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 10392225, + "osm_type": "way", + "row": 30 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5469235, + 36.4852745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 10392229, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.537321, + 36.4415434 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Highways OSM", + "osm_id": 10392306, + "osm_type": "way", + "row": 41 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5292985, + 36.471966 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 120, + "name": "Highways OSM", + "osm_id": 10392347, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6033032, + 36.3461373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 10392486, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6675784, + 36.3486465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 11, + "name": "Norfolk Lane", + "osm_id": 10392538, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.648512, + 36.3390276 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Highways OSM", + "osm_id": 10392586, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6421745, + 36.341612 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10392602, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6577645, + 36.3519084 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Highways OSM", + "osm_id": 10392608, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652446, + 36.3628005 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10392623, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5576285, + 36.463229 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 10392626, + "osm_type": "way", + "row": 23 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653146, + 36.361055 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10392637, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.549699, + 36.451514 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 10392643, + "osm_type": "way", + "row": 33 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5577409, + 36.455959 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 10392644, + "osm_type": "way", + "row": 29 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6519955, + 36.361305 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10392645, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.65224, + 36.3585245 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10392646, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.564893, + 36.4599285 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 10392648, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.561068, + 36.461402 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 10392649, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653467, + 36.3611885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10392650, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6535348, + 36.3630803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10392809, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6536527, + 36.3633108 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10392811, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649614, + 36.3353566 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Highways OSM", + "osm_id": 10392961, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6318812, + 36.3376614 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10392977, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652462, + 36.3602055 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10393097, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.65191, + 36.3592085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10393099, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6520415, + 36.357662 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10393100, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6531535, + 36.359306 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10393101, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651478, + 36.361588 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10393102, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6592368, + 36.3400549 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 10393165, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6499953, + 36.3362778 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Highways OSM", + "osm_id": 10393166, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6788417, + 36.3341389 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Highways OSM", + "osm_id": 10393215, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.658779, + 36.3393126 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Highways OSM", + "osm_id": 10393367, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6533385, + 36.362927 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10393421, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6687382, + 36.3788399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 10393470, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6774815, + 36.3340945 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 10393618, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6494414, + 36.3326139 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Highways OSM", + "osm_id": 10393677, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6478216, + 36.3703998 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "West Pioneer Way", + "osm_id": 10393686, + "osm_type": "way", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5510345, + 36.3793925 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Highways OSM", + "osm_id": 10393687, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654345, + 36.3616975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 10393688, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.555499, + 36.384162 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 10393689, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652783, + 36.361239 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10393692, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6543495, + 36.3618085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 10393693, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654477, + 36.36194 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 10393695, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6528775, + 36.3399454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10393874, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649434, + 36.3335529 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Highways OSM", + "osm_id": 10394197, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.645154, + 36.3403615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Highways OSM", + "osm_id": 10394198, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6476484, + 36.342188 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Highways OSM", + "osm_id": 10394244, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6515765, + 36.3625391 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10394310, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6443584, + 36.3421805 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10394393, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.653063, + 36.358594 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10394509, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651929, + 36.358376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10394512, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6531585, + 36.357808 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10394515, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6529075, + 36.360616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10394532, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652533, + 36.359357 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10394546, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6533175, + 36.3603865 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10394547, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.597325, + 36.4005854 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 10394617, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6068796, + 36.399175 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 10394629, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.623037, + 36.4294835 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 10394637, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6204925, + 36.4120769 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 10394639, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.643257, + 36.33995 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 10394661, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6667364, + 36.3488765 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 11, + "name": "Castle Drive", + "osm_id": 10394705, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.584865, + 36.4267885 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 10394743, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6494243, + 36.3344373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Highways OSM", + "osm_id": 10394745, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6145532, + 36.3498273 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 10394783, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652558, + 36.3579682 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10394787, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6412145, + 36.339915 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 10394822, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.574389, + 36.4317485 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10394841, + "osm_type": "way", + "row": 48 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.584917, + 36.4777675 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 10394957, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6446058, + 36.3437948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Highways OSM", + "osm_id": 10394965, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6561773, + 36.3467361 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Highways OSM", + "osm_id": 10394990, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6694825, + 36.3475005 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Bristol Lane", + "osm_id": 10395072, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6769318, + 36.3337277 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Highways OSM", + "osm_id": 10395074, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6721333, + 36.3378898 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 10395126, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6540165, + 36.3626915 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 10395392, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.642284, + 36.340818 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 10395424, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.632769, + 36.340439 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Highways OSM", + "osm_id": 10395426, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.680249, + 36.3448 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "Highways OSM", + "osm_id": 10395519, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6032283, + 36.3443257 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 10395523, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6279726, + 36.3359 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 10395589, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6274515, + 36.3371695 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 10395594, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651986, + 36.360149 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10395675, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.651583, + 36.36093 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10395685, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6596959, + 36.3352085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 10395747, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.661388, + 36.3470365 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Highways OSM", + "osm_id": 10395749, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6286248, + 36.4325688 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 10395768, + "osm_type": "way", + "row": 48 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5915025, + 36.4487985 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 10395771, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.573392, + 36.448166 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10395773, + "osm_type": "way", + "row": 35 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6524094, + 36.3600738 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 10395826, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6151282, + 36.3516693 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 10395886, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5894613, + 36.349894 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 10395888, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6437785, + 36.3399095 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 10395905, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6686682, + 36.3469875 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "North Fitzgerald Lane", + "osm_id": 10395994, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.538873, + 36.3708217 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 10396005, + "osm_type": "way", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6692992, + 36.3485373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Norfolk Lane", + "osm_id": 10396059, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6392369, + 36.3344445 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10396201, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.654566, + 36.3616955 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Highways OSM", + "osm_id": 10396209, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6508845, + 36.362073 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Highways OSM", + "osm_id": 10396323, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6527325, + 36.3580355 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10396324, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6529975, + 36.3628255 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10396325, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6591079, + 36.334751 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 10396405, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6450985, + 36.3567865 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Spruce Street", + "osm_id": 10396407, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649983, + 36.3469595 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "West Terrace", + "osm_id": 10396409, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6501276, + 36.3448754 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Peralta Way", + "osm_id": 10396417, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6500805, + 36.3528495 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Peralta Way", + "osm_id": 10396418, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6500395, + 36.349207 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Peralta Way", + "osm_id": 10396420, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6249131, + 36.3328346 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Kenn Circle", + "osm_id": 10396438, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6287735, + 36.350678 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Driftwood Court", + "osm_id": 10396440, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6255505, + 36.3453983 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "East Waterview Street", + "osm_id": 10396441, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6622658, + 36.3495655 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "West Mallard Way", + "osm_id": 10396442, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.573245, + 36.466832 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "6 1/2 Avenue", + "osm_id": 10396453, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6515645, + 36.355591 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "West Birch Court", + "osm_id": 10396461, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6505514, + 36.3517613 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "West Cortner Street", + "osm_id": 10396463, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6257153, + 36.3399569 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Maxwell Drive", + "osm_id": 10396470, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6393147, + 36.3469448 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "East Terrace Drive", + "osm_id": 10396488, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6310015, + 36.346775 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "East Terrace Drive", + "osm_id": 10396489, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.665322, + 36.3455095 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Queens Lane", + "osm_id": 10396490, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652488, + 36.3509735 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Franket Drive", + "osm_id": 10396491, + "osm_type": "way", + "row": 112 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6429225, + 36.362485 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Adrian Circle", + "osm_id": 10396508, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6610441, + 36.3600513 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "West Northstar Drive", + "osm_id": 10396513, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6706634, + 36.3304517 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Kings County Drive", + "osm_id": 10396526, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5914272, + 36.4556575 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "7 1/2 Avenue", + "osm_id": 10396531, + "osm_type": "way", + "row": 29 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.592022, + 36.3498414 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "7 1/2 Avenue", + "osm_id": 10396534, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.591228, + 36.4681425 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "7 1/2 Avenue", + "osm_id": 10396536, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6331755, + 36.3527855 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Birchwood Court", + "osm_id": 10396569, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6298374, + 36.3595204 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Meadow View Road", + "osm_id": 10396573, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6545664, + 36.3548773 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Magnolia Avenue", + "osm_id": 10396602, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5648777, + 36.4030187 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "South 6th Avenue", + "osm_id": 10396613, + "osm_type": "way", + "row": 71 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6312445, + 36.3523015 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Cottonwood Court", + "osm_id": 10396643, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6310165, + 36.3502175 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Cottonwood Court", + "osm_id": 10396645, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6525565, + 36.348321 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Dalrymple Drive", + "osm_id": 10396696, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.616752, + 36.4379785 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Cairo Avenue", + "osm_id": 10396697, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.63872, + 36.4380421 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Cairo Avenue", + "osm_id": 10396698, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5640391, + 36.4869118 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "North 6th Avenue", + "osm_id": 10396701, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5641618, + 36.4774952 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "North 6th Avenue", + "osm_id": 10396702, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6520235, + 36.3540045 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Pine Street", + "osm_id": 10396718, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.634095, + 36.344333 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Pine Street", + "osm_id": 10396720, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6505164, + 36.364802 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Pine Street", + "osm_id": 10396725, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.652796, + 36.3506245 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Pine Street", + "osm_id": 10396727, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.629925, + 36.3532605 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Greenwood Court", + "osm_id": 10396730, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.649923, + 36.3669354 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "White Oak Drive", + "osm_id": 10396731, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6350976, + 36.3350951 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "East Florinda Street", + "osm_id": 10396736, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6443194, + 36.3499352 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "North Woodridge Way", + "osm_id": 10396743, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6449808, + 36.3481203 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "North Woodridge Way", + "osm_id": 10396744, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6536772, + 36.3387858 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Whitmore Street", + "osm_id": 10396746, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6685213, + 36.3378309 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Della Street", + "osm_id": 10396762, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6245847, + 36.3420497 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 45, + "name": "Levich Street", + "osm_id": 10396766, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.639679, + 36.349079 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "North Burl Drive", + "osm_id": 10396781, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5689278, + 36.4399935 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 89, + "name": "Burris Park Drive", + "osm_id": 10396788, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.643055, + 36.3605325 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Palm Court", + "osm_id": 10396796, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.677928, + 36.3439627 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "West Hampton Drive", + "osm_id": 10396804, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6314695, + 36.3550655 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Cottonwood Drive", + "osm_id": 10396823, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6273875, + 36.343905 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Valley Springs Avenue", + "osm_id": 10396824, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6274707, + 36.3458941 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Valley Springs Avenue", + "osm_id": 10396825, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6446559, + 36.3653322 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Merlan Court", + "osm_id": 10396833, + "osm_type": "way", + "row": 101 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6570047, + 36.3379932 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Van Zante Street", + "osm_id": 10396839, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.655973, + 36.3479795 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Lynn Lane", + "osm_id": 10396856, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6758739, + 36.3327355 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "West Liberty Street", + "osm_id": 10396858, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6815815, + 36.3326309 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "West Liberty Street", + "osm_id": 10396860, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6702657, + 36.3862454 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Elder Avenue", + "osm_id": 10396910, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.632817, + 36.3464895 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Arroyo Lane", + "osm_id": 10396913, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6503716, + 36.4291862 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Leonard", + "osm_id": 10396915, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6362804, + 36.3471235 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "Carey Avenue", + "osm_id": 10396930, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6255978, + 36.3446886 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "East Donnybrook Place", + "osm_id": 10396932, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6562684, + 36.333433 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "West Elm Street", + "osm_id": 10396941, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.6494238, + 36.3339861 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "West Elm Street", + "osm_id": 10396942, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.648967, + 36.355207 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Michael Circle", + "osm_id": 10396950, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000014/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000014/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..44373cae23280985a3670637c12d0770f2f43910 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e8deac41b5f7f2e4db35cd29e16b377804cba8196ddeec1e4595ef6ac6eb1ba +size 9037 diff --git a/data/source_assets/multi_hazard/drought/000014/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000014/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..9df224fd084a67c807470219aa7d0f3b925c9e37 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f720f6466ef090d6e3915553bbf8284b25f93c3a2c16119d4f6078d6f8bad1d4 +size 42626 diff --git a/data/source_assets/multi_hazard/drought/000014/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000014/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..34a4474b6c3c879dc2c58f8546b187a62e866783 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d61bd80d4e64ff3792ed9ac4d6f8e42fcbdaf060b72c86b2eb025a144476301 +size 2357 diff --git a/data/source_assets/multi_hazard/drought/000014/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000014/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..f4ebf582d1db16ae4cc94a987e80b8f5ae4ff5f7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa4d9fc6b51777e7a844eaa693b2abe54c9b9dcad765d70639f801394a1228cd +size 157692 diff --git a/data/source_assets/multi_hazard/drought/000014/quality_report.json b/data/source_assets/multi_hazard/drought/000014/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..b53b21426bc082376995586aa905e8b2b8102260 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:23Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000014", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000014/questions/A.json b/data/source_assets/multi_hazard/drought/000014/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..8b2a2acf6da2bf9b73088c16cd57dcb543f9446e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000014__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for California Central Valley drought AOI 14 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000014", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000014/questions/B.json b/data/source_assets/multi_hazard/drought/000014/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..ecf1b5ff888e6589441c33ee26e91b93084fbf0a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000014__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over California Central Valley drought AOI 14 on 2024-08-15?", + "sample_id": "drought__000014", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000014/questions/C.json b/data/source_assets/multi_hazard/drought/000014/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..37317ba614ba3c54a6aae5361a681867e3ed3e49 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000014__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for California Central Valley drought AOI 14?", + "sample_id": "drought__000014", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000014/questions/D.json b/data/source_assets/multi_hazard/drought/000014/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..dfc72257c3041bd6739fe9c284b3b4563ac5608e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000014__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "string", + "distance_m": "float" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for California Central Valley drought AOI 14?", + "sample_id": "drought__000014", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..f847a1a85062cc2950c791143b114b24e58f7a4b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:03Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "c415671b9b3e84fa83e6b0eb05f36862061a4e2008bed315b80b6160276011f2", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..21741809935379f6be98adbd9b85dbeeb1d4cc22 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..580fa6ea64529429fad94bb62e1d1010a3010482 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "bc475f1f54e0c1de5f3eccd5fb0d01510c6cb26cbf22945d2c6e27d7cb62b29a", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..105890a76120cb6bcf95f89c3d85a9d7710763f3 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..859e0b8e600bf3a19124501baa3f860fccec271b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": false, + "derived_from": [ + "chirps_spi__target", + "drought/000014/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 1.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "5b38c26f39ff831fe468259fbda9c4fe2b700ae9fb0447501ac3a39cc3804ecf", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..78de422ba0ee22526a630fc7312554684fb991cf Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..e1b8191836c8b053b08fe2a9a6b570e8289f1050 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "79ca3d333fd6a2b25b2240bf69d4e55ee1fd7bce2c49ce85af660ed903b0c0b2", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..9e3a3c6191c184337f7ab0e08b85501853a4db81 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000014/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..888a58d29b25fc0741399458e82d829f96d8f7f7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 4640, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 324.739990234375, + "mean": 314.7555847167969, + "minimum": 307.0400085449219, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000014/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "3af416b3a7aef79fdcc59ebf3d50c7e7e32f10153512e305c5e119c5c20a92c5", + "units": "K", + "valid_fraction": 1.0 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + -119.68100043095882, + 36.332573001848566 + ], + [ + -119.52100043095882, + 36.332573001848566 + ], + [ + -119.52100043095882, + 36.49257300184856 + ], + [ + -119.68100043095882, + 36.49257300184856 + ], + [ + -119.68100043095882, + 36.332573001848566 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 324.739990234375, + "minimum": 307.0400085449219, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 0.0, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "3af416b3a7aef79fdcc59ebf3d50c7e7e32f10153512e305c5e119c5c20a92c5", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000014/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000014/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..8829d8bdd5ebebd3691b4b4f38e98e92a93495d2 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000014/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000014/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000014/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..895f4a873db9066464aba697d35617234d8dd1c0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 99.7992172241211, + "minimum": 0.0, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "eb9f6852ab1ce27672662ae001eb13574f20c51d5b1bd52898f503ce32a31cfc", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000014/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000014/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..1bfcfeb529fdedfc6d20d8fb194d144f1a5b6f00 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000014/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000014/trajectories/A.json b/data/source_assets/multi_hazard/drought/000014/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..229f75f90906e8986e8a1fd5198a406ec09a7ddb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000014", + "calls": [ + { + "args": { + "aoi_id": "drought__000014", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000014", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000014", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.530362, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.503793, + "baseline_std": 0.033192, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.800456, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000014", + "status": "TASK_COMPLETE", + "answer": { + "value": 0.800456, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.800456, + "baseline_mean": 0.503793 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.800456, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.800456, + "baseline_mean": 0.503793 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000014__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.800456, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.800456, + "baseline_mean": 0.503793 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000014", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.530362, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.503793, + "baseline_std": 0.033192, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.800456, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/trajectories/B.json b/data/source_assets/multi_hazard/drought/000014/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..928205c81e40c5cf701f967f172ad751141a7a3a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000014", + "calls": [ + { + "args": { + "aoi_id": "drought__000014", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:03Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000014", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000014", + "by_class": { + "q1_low_spi": { + "area_ha": 871.653, + "mean_value": -0.140716, + "pixel_count": 560 + }, + "q2_mid_low_spi": { + "area_ha": 5598.542, + "mean_value": 0.655057, + "pixel_count": 3600 + }, + "q3_mid_high_spi": { + "area_ha": 19008.94, + "mean_value": 1.177718, + "pixel_count": 12224 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 1.3382, + "mean": 1.017811, + "median": 1.277027, + "min": -0.140716, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 0.652787, + "p50": 1.277027, + "p95": 1.305301 + }, + "pixel_area_m2": 15551.23, + "std": 0.367876, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.746094 + }, + "aoi_id": "drought__000014", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 871.653, + "mean_value": -0.140716, + "pixel_count": 560 + }, + "q2_mid_low_spi": { + "area_ha": 5598.542, + "mean_value": 0.655057, + "pixel_count": 3600 + }, + "q3_mid_high_spi": { + "area_ha": 19008.94, + "mean_value": 1.177718, + "pixel_count": 12224 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.746094 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 871.653, + "mean_value": -0.140716, + "pixel_count": 560 + }, + "q2_mid_low_spi": { + "area_ha": 5598.542, + "mean_value": 0.655057, + "pixel_count": 3600 + }, + "q3_mid_high_spi": { + "area_ha": 19008.94, + "mean_value": 1.177718, + "pixel_count": 12224 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000014__B", + "final": { + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.746094 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 871.653, + "mean_value": -0.140716, + "pixel_count": 560 + }, + "q2_mid_low_spi": { + "area_ha": 5598.542, + "mean_value": 0.655057, + "pixel_count": 3600 + }, + "q3_mid_high_spi": { + "area_ha": 19008.94, + "mean_value": 1.177718, + "pixel_count": 12224 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:03Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000014", + "by_class": { + "q1_low_spi": { + "area_ha": 871.653, + "mean_value": -0.140716, + "pixel_count": 560 + }, + "q2_mid_low_spi": { + "area_ha": 5598.542, + "mean_value": 0.655057, + "pixel_count": 3600 + }, + "q3_mid_high_spi": { + "area_ha": 19008.94, + "mean_value": 1.177718, + "pixel_count": 12224 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q3_mid_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 1.3382, + "mean": 1.017811, + "median": 1.277027, + "min": -0.140716, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 0.652787, + "p50": 1.277027, + "p95": 1.305301 + }, + "pixel_area_m2": 15551.23, + "std": 0.367876, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/trajectories/C.json b/data/source_assets/multi_hazard/drought/000014/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..c474471bb2b7bb169f072f39ee1d3fecb094314c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000014", + "calls": [ + { + "args": { + "aoi_id": "drought__000014", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:03Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000014", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000014", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000014", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000014", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856 + ] + } + }, + "median_area_ha": 871.653, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": -0.011482, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": -0.016791, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.023993, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 137.488, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.96582, + "chirps_spi__modis_ndvi": 0.791443, + "modis_ndvi__era5_soil_moisture": 0.815369 + }, + "per_source": { + "chirps_spi": { + "area_ha": 871.653, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 4705.881, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "modis_ndvi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000014", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.023993, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 871.653, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 4705.881, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.023993, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 871.653, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 4705.881, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000014__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.023993, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 871.653, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 4705.881, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:03Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:07Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:05Z", + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000014", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + -119.68100043095882, + 0.0, + -0.0012499999999999734, + 36.49257300184856 + ] + } + }, + "median_area_ha": 871.653, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": -0.011482, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": -0.016791, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.023993, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 137.488, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.96582, + "chirps_spi__modis_ndvi": 0.791443, + "modis_ndvi__era5_soil_moisture": 0.815369 + }, + "per_source": { + "chirps_spi": { + "area_ha": 871.653, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 4705.881, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "modis_ndvi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000014/trajectories/D.json b/data/source_assets/multi_hazard/drought/000014/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..e0387b1e66ab553ff80120108dd1a516c6414ffb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000014/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000014", + "calls": [ + { + "args": { + "aoi_id": "drought__000014", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000014", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000014", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 7, + "in_footprint": 0, + "nearest": { + "distance_m": 402.177, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 871.653, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 11938.244, + "population_within_footprint": 92.327 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000014", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 7, + "in_footprint": 0, + "nearest": { + "distance_m": 402.177, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 871.653, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 92.327 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 7, + "in_footprint": 0, + "nearest": { + "distance_m": 402.177, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 871.653, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 92.327 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000014__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 7, + "in_footprint": 0, + "nearest": { + "distance_m": 402.177, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 871.653, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 92.327 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000014", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000014/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000014", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 7, + "in_footprint": 0, + "nearest": { + "distance_m": 402.177, + "name": "Willow Grove School" + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 871.653, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 11938.244, + "population_within_footprint": 92.327 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/aoi.geojson b/data/source_assets/multi_hazard/drought/000016/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..69573185f66c9c6f4602d4858b93daf19ffdf353 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + 76.89481785251795, + 17.295748227172695 + ], + [ + 77.05481785251794, + 17.295748227172695 + ], + [ + 77.05481785251794, + 17.45574822717269 + ], + [ + 76.89481785251795, + 17.45574822717269 + ], + [ + 76.89481785251795, + 17.295748227172695 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000016/available_handles.json b/data/source_assets/multi_hazard/drought/000016/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..6bf501e0b3a8dd8fb7c12082d5d32dbe73f3284f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/available_handles.json @@ -0,0 +1,26 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000016", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000016/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..8b34752dc2239f058489bb7cd3a63a93a4d8c521 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,115.133629,false +2019-08-15,54.851286,false +2020-08-15,108.194314,false +2021-08-15,132.080414,false +2022-08-15,68.88111,false +2023-08-15,35.3286,false +2024-08-15,132.322077,true diff --git a/data/source_assets/multi_hazard/drought/000016/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000016/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..d9f6512ddcf0065367192a63ce4cd1d9eb4ac614 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.470233,false +2019-08-15,0.421984,false +2020-08-15,0.453646,false +2021-08-15,0.435911,false +2022-08-15,0.419646,false +2023-08-15,0.362139,false +2024-08-15,0.466487,true diff --git a/data/source_assets/multi_hazard/drought/000016/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000016/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..15fb88bd63294d6d73934b1ac80be05e630507b5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.46836,false +2019-08-15,0.372912,false +2020-08-15,0.598267,false +2021-08-15,0.441823,false +2022-08-15,0.568044,false +2023-08-15,0.464072,false +2024-08-15,0.545723,true diff --git a/data/source_assets/multi_hazard/drought/000016/drought_normalization.json b/data/source_assets/multi_hazard/drought/000016/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000016/gt/A.json b/data/source_assets/multi_hazard/drought/000016/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..79f2121ed6409a0049a34e986bcbc4383f3957a2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.720229, + "units": "z_score" + }, + "case_id": "drought__000016__A", + "evidence": { + "ndvi_z_score": 0.720229, + "baseline_mean": 0.48558 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/gt/B.json b/data/source_assets/multi_hazard/drought/000016/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..0c6e29dc86b4e1d65ef18445cf945700598c0a8e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q2_mid_low_spi", + "dominant_fraction": 0.766113 + }, + "case_id": "drought__000016__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 7040.706, + "mean_value": -0.197136, + "pixel_count": 3832 + }, + "q2_mid_low_spi": { + "area_ha": 23068.494, + "mean_value": -0.029212, + "pixel_count": 12552 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q2_mid_low_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/gt/C.json b/data/source_assets/multi_hazard/drought/000016/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..79e754d99665ce3829d43950ad7fa1c63e00670a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000016__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.08107, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 7040.706, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 2980.414, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/gt/D.json b/data/source_assets/multi_hazard/drought/000016/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2977fcfa46f10c775d9fd556938fc2f2e5c808 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000016__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 7040.706, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 8574.156 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/metadata.json b/data/source_assets/multi_hazard/drought/000016/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c13d02e19296e9687c95bfa9fec5ed2a16f93df9 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000016", + "built_at": "2026-05-17T04:46:06Z", + "candidate_index": 16, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "Deccan drought AOI 16", + "geometry": { + "coordinates": [ + [ + [ + 76.89481785251795, + 17.295748227172695 + ], + [ + 77.05481785251794, + 17.295748227172695 + ], + [ + 77.05481785251794, + 17.45574822717269 + ], + [ + 76.89481785251795, + 17.45574822717269 + ], + [ + 76.89481785251795, + 17.295748227172695 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000016", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "hidden_test", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000016/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000016/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..0f8d09e86f7f18a10507fbdd934807afd4adae86 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + 76.9737121, + 17.4274351 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 63, + "name": "Government Hospital, Harsur", + "osm_id": 7205437147, + "osm_type": "node", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8983602, + 17.4431485 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 3, + "name": "St Luke Health Centre", + "osm_id": 11876043321, + "osm_type": "node", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0350762, + 17.2938936 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 22839578, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0002644, + 17.2856235 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 22839652, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0177128, + 17.369314 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 98931807, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9638017, + 17.226933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 118281778, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9445266, + 17.2894956 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 118281817, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9612468, + 17.3333273 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Saradagi Road", + "osm_id": 118467978, + "osm_type": "way", + "row": 97 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9888059, + 17.3752429 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 118468042, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.8830468, + 17.4458662 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 132474375, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9321004, + 17.3388309 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 133190207, + "osm_type": "way", + "row": 93 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.955839, + 17.3273818 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 133190218, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9166737, + 17.4340838 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "Highways OSM", + "osm_id": 133190226, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0104116, + 17.3451197 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 137538339, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9093161, + 17.3977862 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "Highways OSM", + "osm_id": 137538341, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0315949, + 17.321261 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 137538343, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9989612, + 17.2977529 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 137538344, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9945033, + 17.3592953 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 137538345, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.014676, + 17.2944393 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 138337115, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9143926, + 17.3085324 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Highways OSM", + "osm_id": 139896272, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0542219, + 17.4182803 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 161626122, + "osm_type": "way", + "row": 30 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0504616, + 17.3772301 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 124, + "name": "Highways OSM", + "osm_id": 161626123, + "osm_type": "way", + "row": 62 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9621087, + 17.415493 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 202948447, + "osm_type": "way", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9994574, + 17.4214797 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 208781708, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9905201, + 17.3216616 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 209263939, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0043814, + 17.3122679 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 209263947, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9328713, + 17.4568078 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "Highways OSM", + "osm_id": 330278659, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9547911, + 17.4442389 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 48, + "name": "Highways OSM", + "osm_id": 431703768, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9744983, + 17.4309371 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 572657024, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9746928, + 17.4338566 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 572657025, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9749034, + 17.4338068 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 572657026, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9751072, + 17.4336661 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 572657027, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9761924, + 17.4318839 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 572657028, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.975399, + 17.4324873 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 572657029, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9750415, + 17.4326041 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 572657030, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9743454, + 17.4328677 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 572657031, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9768038, + 17.4329836 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 572657032, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0445643, + 17.2841129 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 586577165, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0132332, + 17.4031507 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 586577997, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9571767, + 17.3258766 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 684085426, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9585139, + 17.3250439 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 684085427, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0518143, + 17.3767097 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Highways OSM", + "osm_id": 684775535, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0554048, + 17.3744986 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 684775536, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0487698, + 17.3742278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 684775537, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0485682, + 17.3746313 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 684775538, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0487586, + 17.3749423 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 684775539, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0488793, + 17.37527 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 684775540, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0489759, + 17.3756233 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 122, + "name": "Highways OSM", + "osm_id": 684775541, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0503508, + 17.376396 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 684775542, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0501852, + 17.3763926 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 684775543, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0492167, + 17.3762939 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 684775544, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0498105, + 17.3769568 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 123, + "name": "Highways OSM", + "osm_id": 684775545, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0384299, + 17.3541921 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 114, + "name": "Highways OSM", + "osm_id": 684775546, + "osm_type": "way", + "row": 81 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0365345, + 17.4417141 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 684784522, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0402037, + 17.4547161 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Highways OSM", + "osm_id": 684784523, + "osm_type": "way", + "row": 1 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0318778, + 17.4359604 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 684784524, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0318128, + 17.4358564 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 684784525, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0342201, + 17.4388506 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 684784526, + "osm_type": "way", + "row": 13 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0323077, + 17.4367234 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 684784527, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0262629, + 17.447811 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 684784528, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0270563, + 17.4476461 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 684784529, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0282036, + 17.4473486 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 684784531, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0247656, + 17.4482326 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Highways OSM", + "osm_id": 684784532, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0223048, + 17.4450141 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 684784542, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0221976, + 17.4445149 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 684784543, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0216243, + 17.4437285 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 684784544, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0188398, + 17.4421805 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 684784545, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0165142, + 17.4409153 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 684784546, + "osm_type": "way", + "row": 12 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0135463, + 17.4282851 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 684784547, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0287816, + 17.4009254 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 684784550, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.032932, + 17.3955725 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 684784551, + "osm_type": "way", + "row": 48 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0314097, + 17.3978958 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 684784552, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0324634, + 17.3981152 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 684784553, + "osm_type": "way", + "row": 46 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0370277, + 17.3902235 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 684784554, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0431248, + 17.3839439 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 684784555, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0258117, + 17.3256649 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 706853927, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.026063, + 17.3262427 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 706853928, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0252275, + 17.3255319 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 706853929, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0520437, + 17.3135912 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 125, + "name": "Highways OSM", + "osm_id": 711697596, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0725283, + 17.3292361 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Highways OSM", + "osm_id": 711697597, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9500824, + 17.3041587 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 833765591, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9534766, + 17.3048966 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 47, + "name": "Highways OSM", + "osm_id": 833765592, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9749565, + 17.430119 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833769944, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9750811, + 17.4303412 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833769945, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9749081, + 17.4328491 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833769946, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9739323, + 17.4317998 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833769947, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9732803, + 17.4319754 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769948, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9737624, + 17.4318831 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833769949, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9735541, + 17.4319669 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769950, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9739082, + 17.432558 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833769951, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9735254, + 17.4333867 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769952, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9731039, + 17.4335629 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769953, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9733583, + 17.4343278 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769954, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9731557, + 17.4299531 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769955, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9734187, + 17.4299748 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769956, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9729478, + 17.4299348 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769957, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9731655, + 17.4321398 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833769958, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9773955, + 17.4254092 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 66, + "name": "Highways OSM", + "osm_id": 833769959, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9744913, + 17.4283512 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833769960, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9747936, + 17.4287577 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833769961, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.974851, + 17.4290471 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833769962, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9744956, + 17.4284892 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833769963, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9744206, + 17.4281987 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833769964, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9751878, + 17.426108 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833769965, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.975708, + 17.4223857 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833769966, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.975296, + 17.4279122 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833769967, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9750018, + 17.4316387 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833774921, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9741016, + 17.4310448 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833774922, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9756269, + 17.4330561 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833774923, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9734509, + 17.4281788 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833777277, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9753809, + 17.4309253 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833780511, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.945887, + 17.3051899 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 833782832, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9752093, + 17.4335446 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833796611, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9736192, + 17.428969 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833796612, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9727625, + 17.4280198 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833796613, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9724497, + 17.427653 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833796614, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9731252, + 17.4287643 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833796615, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9750961, + 17.4293635 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833796616, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.974984, + 17.4278437 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833796617, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9747172, + 17.4260914 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833796618, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9746595, + 17.4258462 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833796619, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9753561, + 17.4263726 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833796620, + "osm_type": "way", + "row": 23 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9754193, + 17.4261656 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833796621, + "osm_type": "way", + "row": 23 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9703597, + 17.4210363 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 833796622, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9939648, + 17.3231472 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 833804413, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9873381, + 17.3300369 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 73, + "name": "Highways OSM", + "osm_id": 833804414, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9724047, + 17.4321118 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833813169, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.973173, + 17.4279632 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833813170, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9755872, + 17.4346222 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833816827, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9754319, + 17.4344079 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833816828, + "osm_type": "way", + "row": 17 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9768225, + 17.4317756 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 65, + "name": "Highways OSM", + "osm_id": 833820014, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.973997, + 17.4336649 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833821566, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9751332, + 17.4331965 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833821568, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9637041, + 17.3004492 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 833822563, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9673006, + 17.2992899 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 833822564, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9746841, + 17.2966478 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833822565, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9751754, + 17.2975129 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833822566, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9757416, + 17.2979024 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833822567, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9753271, + 17.2967869 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833822568, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9752865, + 17.2958823 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833822569, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9746699, + 17.2960956 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833822570, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.974244, + 17.2967159 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 63, + "name": "Highways OSM", + "osm_id": 833822571, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9749769, + 17.2967398 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833822572, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9748343, + 17.2957467 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 833822573, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9843843, + 17.2975535 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 833822574, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.957816, + 17.3911193 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833828222, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.95777, + 17.3926031 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833828223, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9596794, + 17.3918527 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 833828224, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.960052, + 17.3922294 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 833828225, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9602988, + 17.392288 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 833828226, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9600397, + 17.3915729 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 833828227, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9590834, + 17.3922105 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 833828228, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9594766, + 17.3921941 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 833828229, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9577322, + 17.3918819 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833828230, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9578738, + 17.3918933 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833831066, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9573593, + 17.3921171 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833831067, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9582059, + 17.391611 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833831068, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9583614, + 17.3923025 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833831069, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9571639, + 17.392427 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 833836295, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9592874, + 17.3923134 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 833836296, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9574698, + 17.3913548 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833837179, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9600814, + 17.3923262 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 52, + "name": "Highways OSM", + "osm_id": 833841550, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9588175, + 17.3919659 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 833841551, + "osm_type": "way", + "row": 51 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9652123, + 17.4097669 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 56, + "name": "Highways OSM", + "osm_id": 833845125, + "osm_type": "way", + "row": 36 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9578087, + 17.3923762 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 833845464, + "osm_type": "way", + "row": 50 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0087018, + 17.2903078 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 833868531, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9950549, + 17.3080124 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 833868532, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0014982, + 17.3048148 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 833868533, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0009115, + 17.3046681 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 833868534, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0008366, + 17.3047155 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "Highways OSM", + "osm_id": 833868535, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0038916, + 17.3036946 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 833868536, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0045023, + 17.3034549 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 833868537, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0043513, + 17.3034969 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 833868538, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0040573, + 17.3044238 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 833868539, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0043905, + 17.3049417 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 833868540, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0045054, + 17.3040499 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Highways OSM", + "osm_id": 833868541, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0157983, + 17.3135496 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 833868542, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0053784, + 17.3015026 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 833868543, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9641168, + 17.3268755 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 833871600, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9723085, + 17.3423333 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 62, + "name": "Highways OSM", + "osm_id": 833871601, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9702055, + 17.3445564 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 60, + "name": "Highways OSM", + "osm_id": 833871602, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9664785, + 17.3363986 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 57, + "name": "Highways OSM", + "osm_id": 833871603, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9687624, + 17.3359811 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 59, + "name": "Highways OSM", + "osm_id": 833871604, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9909047, + 17.3113892 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 834063097, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9911695, + 17.310509 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 834063098, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.987633, + 17.3064861 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Highways OSM", + "osm_id": 834063099, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.994972, + 17.3251807 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 834144078, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9952946, + 17.3253603 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 834150370, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9951225, + 17.3252137 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 834150371, + "osm_type": "way", + "row": 104 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9645197, + 17.3270203 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 55, + "name": "Highways OSM", + "osm_id": 834282971, + "osm_type": "way", + "row": 102 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9952795, + 17.3292975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "Highways OSM", + "osm_id": 834282972, + "osm_type": "way", + "row": 100 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9922667, + 17.358852 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596134, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9917832, + 17.3573436 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596135, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9929455, + 17.3593817 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 834596136, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9921152, + 17.360391 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596138, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9910762, + 17.3603504 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 834596139, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9911066, + 17.361465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 76, + "name": "Highways OSM", + "osm_id": 834596140, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9917855, + 17.3620306 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596141, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9917535, + 17.3622633 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596142, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9941887, + 17.3632877 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 79, + "name": "Highways OSM", + "osm_id": 834596143, + "osm_type": "way", + "row": 73 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.991605, + 17.3618843 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596144, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9913983, + 17.3625653 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596145, + "osm_type": "way", + "row": 74 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9915776, + 17.3604951 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596147, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9921564, + 17.3611248 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596150, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9921621, + 17.360086 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596151, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9923969, + 17.3603603 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596152, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9926651, + 17.3598457 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 834596153, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9915155, + 17.359611 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596154, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9925444, + 17.3591373 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 834596156, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9920999, + 17.3580215 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596157, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9919953, + 17.3578644 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596158, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9925203, + 17.3592702 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 78, + "name": "Highways OSM", + "osm_id": 834596159, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9920817, + 17.3589852 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834596161, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9915103, + 17.3613209 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 77, + "name": "Highways OSM", + "osm_id": 834613892, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9859838, + 17.3608071 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 834614674, + "osm_type": "way", + "row": 75 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9715192, + 17.3584136 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 61, + "name": "Highways OSM", + "osm_id": 834614675, + "osm_type": "way", + "row": 77 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9375003, + 17.2965456 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 834639811, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9349892, + 17.3043744 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 834639812, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9361139, + 17.3033706 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 834639813, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9373387, + 17.3003968 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 834639818, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0216073, + 17.3477526 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 834640930, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0168495, + 17.3518673 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 834640932, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.934601, + 17.3044658 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 834647196, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9345597, + 17.3047433 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 834647197, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9361025, + 17.3030533 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 834647198, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9353101, + 17.2968778 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 834647199, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9349729, + 17.2963299 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 834647200, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9347066, + 17.2962678 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Highways OSM", + "osm_id": 834647201, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.9337813, + 17.2954648 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Highways OSM", + "osm_id": 834647203, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 76.887933, + 17.3428311 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 834649894, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0220679, + 17.3471582 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 834670832, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0228738, + 17.3471887 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 834670833, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0227895, + 17.3475783 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 834670834, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0224763, + 17.3467842 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 834670835, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0225948, + 17.3472016 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 834670836, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0224075, + 17.3475362 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "Highways OSM", + "osm_id": 834670837, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0231822, + 17.3481404 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "Highways OSM", + "osm_id": 834670838, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.021135, + 17.3459451 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 834670839, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.020853, + 17.345841 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 834670840, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0290225, + 17.3440049 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 834670841, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0192206, + 17.3453869 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 834670844, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0213699, + 17.3447623 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 834670845, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0196973, + 17.3440458 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 834670847, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0211731, + 17.3472558 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 834670849, + "osm_type": "way", + "row": 86 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0196135, + 17.3442008 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 834670850, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0180371, + 17.3466043 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 834670851, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0197079, + 17.3453699 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 834670852, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0191497, + 17.3451135 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 834670855, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0198297, + 17.3446952 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 834670856, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 77.0205188, + 17.3449291 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 834670857, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000016/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000016/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..4eefc84647c6138fa363d1765d97ce8830558251 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f645d3a5ca19e792c7ae4eeb18cfbc26e818c2fd34fa755b47ee4dcfbbb718a +size 6346 diff --git a/data/source_assets/multi_hazard/drought/000016/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000016/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..3db431555f6ffce9f0911202035d3c372fcdab01 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55e64c9c018e3f114034f981cfb5c3c06535393671bb17c283702199ebd5d68d +size 69531 diff --git a/data/source_assets/multi_hazard/drought/000016/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000016/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..6b4a68542567626862929cafe1416672bb6e6a29 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0e37e0daa6515e69567be50fa520d5f7722ad104bc06f4398b90085f699bdc0 +size 2891 diff --git a/data/source_assets/multi_hazard/drought/000016/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000016/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..c526f5f660df260ca8401aff6d5f4fb3e2ec521c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea2c8ef58609587b9f73c600673d4951e354c4abbae9c4043993284440e1b87b +size 132948 diff --git a/data/source_assets/multi_hazard/drought/000016/quality_report.json b/data/source_assets/multi_hazard/drought/000016/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..c0b09aaeefc53eb463de9eb4040484692b2d91f4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/quality_report.json @@ -0,0 +1,21 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:27Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "optional_source_rejections": [ + "viirs_lst__target:all_nodata_after_declared_quality_mask" + ], + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000016", + "scene_coverage_min": 1.0, + "source_count": 3, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000016/questions/A.json b/data/source_assets/multi_hazard/drought/000016/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..1639573b6ad0219b323d4e7d5aeeefd9919e8843 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000016__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for Deccan drought AOI 16 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000016", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000016/questions/B.json b/data/source_assets/multi_hazard/drought/000016/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..77ab6683cd90bc4e81a8e3b5b9439288492b013c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000016__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over Deccan drought AOI 16 on 2024-08-15?", + "sample_id": "drought__000016", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000016/questions/C.json b/data/source_assets/multi_hazard/drought/000016/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..2587cd347bd13c605a721e4af0b38f8a3897b61f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000016__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for Deccan drought AOI 16?", + "sample_id": "drought__000016", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000016/questions/D.json b/data/source_assets/multi_hazard/drought/000016/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..30ac3772541d8d7e0912e97eb7cf5fa21c407a2a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000016__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for Deccan drought AOI 16?", + "sample_id": "drought__000016", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..375c0fd8d38e6f8d7590b79aaacdf4bbcd7da213 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "c4bd930c06568721a9363ff855e04a628f6af350d60b9f8f289ae972d976c182", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..90f1ba397baab996c3a5f2bcab0158f3da7a5c64 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..9bc69ed236d12192a64736380dca2e67f03cdc37 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "6047c9124ffa5f516e903bf7623bcb4c359866fb37ebd00f29d3821396627563", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..d8a2be04da1c033fab9f08fdb6476b440c58be9a Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..33cc7324e13aab6b54bc3c407df95cc753287963 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": false, + "derived_from": [ + "chirps_spi__target", + "drought/000016/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 1.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "f07f21ec084c888b9be9dd7f4c4f0856bab806247e74a9cf8f7e75e1306136da", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..4942761fa5578a2e009dad7c5077e5bbeb05f0df Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..78c50b9cda2d738815221106064b3bfd46ded9a2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "ebb6cb18c2f0ba61c0fcbbf77befc201fd0dd02aa61275ef1c755f1c71a0e9e3", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..a4da6474907622c1ee928894950ee7ac34fc61df Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000016/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000016/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..cbecdc3d9457c002defa880b26222e0aae27f0a1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 76.89481785251795, + 0.0, + -0.0012499999999999734, + 17.45574822717269, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 26.40717124938965, + "minimum": 0.7384664416313171, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "918de9645b17b78edf8cdc5a9e3aee091433ddab7a3ca65ec927094b73675415", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 0.9757080078125, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000016/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000016/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..8440e33f9d2b3e7b56cd3e25495b22784eeffa8b Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000016/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000016/trajectories/A.json b/data/source_assets/multi_hazard/drought/000016/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..fde6f0f041cb5641d0c2c578cc49166bfb6f22a3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000016", + "calls": [ + { + "args": { + "aoi_id": "drought__000016", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000016", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000016", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.545723, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.48558, + "baseline_std": 0.083506, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.720229, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000016", + "status": "TASK_COMPLETE", + "answer": { + "value": 0.720229, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.720229, + "baseline_mean": 0.48558 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.720229, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.720229, + "baseline_mean": 0.48558 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000016__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 0.720229, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 0.720229, + "baseline_mean": 0.48558 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000016", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.545723, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.48558, + "baseline_std": 0.083506, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 0.720229, + "anomaly_class": "normal", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/trajectories/B.json b/data/source_assets/multi_hazard/drought/000016/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..05fa99f741375995e4efd25a6b4dd327daf82774 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000016", + "calls": [ + { + "args": { + "aoi_id": "drought__000016", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000016", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000016", + "by_class": { + "q1_low_spi": { + "area_ha": 7040.706, + "mean_value": -0.197136, + "pixel_count": 3832 + }, + "q2_mid_low_spi": { + "area_ha": 23068.494, + "mean_value": -0.029212, + "pixel_count": 12552 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q2_mid_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 0.215579, + "mean": -0.068488, + "median": -0.085217, + "min": -0.363371, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.227431, + "p50": -0.085217, + "p95": 0.031765 + }, + "pixel_area_m2": 18377.197, + "std": 0.093584, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q2_mid_low_spi", + "dominant_fraction": 0.766113 + }, + "aoi_id": "drought__000016", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 7040.706, + "mean_value": -0.197136, + "pixel_count": 3832 + }, + "q2_mid_low_spi": { + "area_ha": 23068.494, + "mean_value": -0.029212, + "pixel_count": 12552 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q2_mid_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q2_mid_low_spi", + "dominant_fraction": 0.766113 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 7040.706, + "mean_value": -0.197136, + "pixel_count": 3832 + }, + "q2_mid_low_spi": { + "area_ha": 23068.494, + "mean_value": -0.029212, + "pixel_count": 12552 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q2_mid_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000016__B", + "final": { + "answer": { + "class": "q2_mid_low_spi", + "dominant_fraction": 0.766113 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 7040.706, + "mean_value": -0.197136, + "pixel_count": 3832 + }, + "q2_mid_low_spi": { + "area_ha": 23068.494, + "mean_value": -0.029212, + "pixel_count": 12552 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q2_mid_low_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000016", + "by_class": { + "q1_low_spi": { + "area_ha": 7040.706, + "mean_value": -0.197136, + "pixel_count": 3832 + }, + "q2_mid_low_spi": { + "area_ha": 23068.494, + "mean_value": -0.029212, + "pixel_count": 12552 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + } + }, + "dominant_class": "q2_mid_low_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 0.215579, + "mean": -0.068488, + "median": -0.085217, + "min": -0.363371, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": -0.227431, + "p50": -0.085217, + "p95": 0.031765 + }, + "pixel_area_m2": 18377.197, + "std": 0.093584, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/trajectories/C.json b/data/source_assets/multi_hazard/drought/000016/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..41f2cd55a950cb83223263539939b4dc12adc075 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000016", + "calls": [ + { + "args": { + "aoi_id": "drought__000016", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000016", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000016", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000016", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000016", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.89481785251795, + 0.0, + -0.0012499999999999734, + 17.45574822717269 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.89481785251795, + 0.0, + -0.0012499999999999734, + 17.45574822717269 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.89481785251795, + 0.0, + -0.0012499999999999734, + 17.45574822717269 + ] + } + }, + "median_area_ha": 2980.414, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.012624, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.014308, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.08107, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 81.035, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.766113, + "chirps_spi__modis_ndvi": 0.717041, + "modis_ndvi__era5_soil_moisture": 0.901001 + }, + "per_source": { + "chirps_spi": { + "area_ha": 7040.706, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 2980.414, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000016", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.08107, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 7040.706, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 2980.414, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.08107, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 7040.706, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 2980.414, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000016__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.08107, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "per_source": { + "chirps_spi": { + "area_ha": 7040.706, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 2980.414, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:10Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000016", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.89481785251795, + 0.0, + -0.0012499999999999734, + 17.45574822717269 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.89481785251795, + 0.0, + -0.0012499999999999734, + 17.45574822717269 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 76.89481785251795, + 0.0, + -0.0012499999999999734, + 17.45574822717269 + ] + } + }, + "median_area_ha": 2980.414, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.012624, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": 0.014308, + "modis_ndvi__era5_soil_moisture": null + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.08107, + "modis_ndvi__era5_soil_moisture": 0.0 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 81.035, + "modis_ndvi__era5_soil_moisture": 200.0 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.766113, + "chirps_spi__modis_ndvi": 0.717041, + "modis_ndvi__era5_soil_moisture": 0.901001 + }, + "per_source": { + "chirps_spi": { + "area_ha": 7040.706, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 0.0, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 2980.414, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__era5_soil_moisture", + "modis_ndvi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "chirps_spi" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000016/trajectories/D.json b/data/source_assets/multi_hazard/drought/000016/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..c5bd519114a474eff41aeb3d7a80ad36ae367ad1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000016/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000016", + "calls": [ + { + "args": { + "aoi_id": "drought__000016", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000016", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000016", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 7040.706, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 37742.56, + "population_within_footprint": 8574.156 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000016", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 7040.706, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 8574.156 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 7040.706, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 8574.156 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000016__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 7040.706, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 8574.156 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000016", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000016/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000016", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 7040.706, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 37742.56, + "population_within_footprint": 8574.156 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/aoi.geojson b/data/source_assets/multi_hazard/drought/000017/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..4ed76143328a4e1116e38fda3cb023650b5e30dc --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + 39.18530938744432, + 3.3916033961888568 + ], + [ + 39.34530938744432, + 3.3916033961888568 + ], + [ + 39.34530938744432, + 3.551603396188857 + ], + [ + 39.18530938744432, + 3.551603396188857 + ], + [ + 39.18530938744432, + 3.3916033961888568 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000017/available_handles.json b/data/source_assets/multi_hazard/drought/000017/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..51aad1798c0ecd21d3368c13f2665f6903151d72 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000017", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000017/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..1f68e7876a6b874ee30b403c7648b91307b460ab --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.088792,false +2019-08-15,6.591937,false +2020-08-15,0.0,false +2021-08-15,5.906704,false +2022-08-15,2.204271,false +2023-08-15,8.102563,false +2024-08-15,20.124444,true diff --git a/data/source_assets/multi_hazard/drought/000017/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000017/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..c4dbedb62d0c6a32a12722edcc413704c883c58f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.095045,false +2019-08-15,0.088861,false +2020-08-15,0.098104,false +2021-08-15,0.091041,false +2022-08-15,0.092236,false +2023-08-15,0.090982,false +2024-08-15,0.100391,true diff --git a/data/source_assets/multi_hazard/drought/000017/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000017/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..19d21a3e3bb8b13a37812877e236e06a68a4e796 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.366937,false +2019-08-15,0.292794,false +2020-08-15,0.445254,false +2021-08-15,0.359697,false +2022-08-15,0.270013,false +2023-08-15,0.368522,false +2024-08-15,0.467007,true diff --git a/data/source_assets/multi_hazard/drought/000017/drought_normalization.json b/data/source_assets/multi_hazard/drought/000017/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000017/gt/A.json b/data/source_assets/multi_hazard/drought/000017/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..abe025b986d3431cd753eb622407250a0eb50417 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 1.866647, + "units": "z_score" + }, + "case_id": "drought__000017__A", + "evidence": { + "ndvi_z_score": 1.866647, + "baseline_mean": 0.350536 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:26Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/gt/B.json b/data/source_assets/multi_hazard/drought/000017/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..45bb5c76274e13543a97a976b0c67be4f65e454a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "case_id": "drought__000017__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31454.934, + "mean_value": 5.043676, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:27Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/gt/C.json b/data/source_assets/multi_hazard/drought/000017/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..2ac133734ee3e9725a50ec8bda8791f2aa034ecc --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000017__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.383419 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31355.109, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 12022.587, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:27Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/gt/D.json b/data/source_assets/multi_hazard/drought/000017/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..284d3650b59ec77ebf5390b3871e72fed333cec9 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000017__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:27Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/metadata.json b/data/source_assets/multi_hazard/drought/000017/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..125eeb75364286f03423dfec9b80a86720ec60b0 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000017", + "built_at": "2026-05-17T04:46:06Z", + "candidate_index": 17, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "Horn of Africa drought AOI 17", + "geometry": { + "coordinates": [ + [ + [ + 39.18530938744432, + 3.3916033961888568 + ], + [ + 39.34530938744432, + 3.3916033961888568 + ], + [ + 39.34530938744432, + 3.551603396188857 + ], + [ + 39.18530938744432, + 3.551603396188857 + ], + [ + 39.18530938744432, + 3.3916033961888568 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000017", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000017/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000017/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..7735ee5656760ceced98f92ff955bbce8321277f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/osm/pois.geojson @@ -0,0 +1,1715 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + 39.3656122, + 3.3854483 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Korendile-Bute Road", + "osm_id": 365538344, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.209927, + 3.4460904 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Dandu-Gither Road", + "osm_id": 443062450, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.335013, + 3.4455491 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 119, + "name": "Highways OSM", + "osm_id": 598212215, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.304366, + 3.4412046 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 598215417, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.296306, + 3.5423799 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Highways OSM", + "osm_id": 612370029, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1867565, + 3.5831362 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "Highways OSM", + "osm_id": 612370031, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3180727, + 3.4863481 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 612376859, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3053905, + 3.4656337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220510, + "osm_type": "way", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.305105, + 3.4646173 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220511, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3043101, + 3.4652824 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 741220512, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3047102, + 3.4645952 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220513, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3041174, + 3.4647488 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 741220514, + "osm_type": "way", + "row": 69 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3052124, + 3.4661427 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220515, + "osm_type": "way", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3080011, + 3.4683161 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220516, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3082032, + 3.4683026 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 741220517, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3088604, + 3.4675953 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 741220518, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3114008, + 3.4692548 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 741220519, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3107646, + 3.4695982 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 741220520, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3104787, + 3.4693552 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 741220521, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3096042, + 3.4693475 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 741220522, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3106279, + 3.4701218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 741220523, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3100347, + 3.4705828 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 741220524, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3111814, + 3.4705131 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 741220525, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3071465, + 3.4669337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220526, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.307812, + 3.4674289 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220527, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3075071, + 3.4679274 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220528, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.30722, + 3.467844 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220529, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3072621, + 3.4683159 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220530, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3066403, + 3.4678351 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 741220531, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3076192, + 3.4677529 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220532, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.306005, + 3.4671119 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 741220533, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3053472, + 3.4675576 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220534, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3102949, + 3.4715741 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 741220535, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3091809, + 3.4722784 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 741220536, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.307592, + 3.4730892 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220537, + "osm_type": "way", + "row": 62 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3070156, + 3.4727544 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220538, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3057616, + 3.468776 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 741220539, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3064309, + 3.4705753 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 741220540, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3054315, + 3.4706736 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220541, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3046192, + 3.4699467 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220542, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3048598, + 3.4694769 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220543, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3053561, + 3.4723853 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220544, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3050262, + 3.4717148 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220545, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3049819, + 3.4712026 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220546, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3059417, + 3.4714248 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 741220547, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3051604, + 3.4694919 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220548, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3060583, + 3.4722676 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 741220549, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3074638, + 3.4714717 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220550, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3076813, + 3.4725046 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220551, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.316569, + 3.4860923 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 741220552, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.307515, + 3.4693674 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "Highways OSM", + "osm_id": 741220553, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.309052, + 3.4689007 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 741220554, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3094524, + 3.4702863 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 741220555, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.305461, + 3.4679613 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220556, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3054885, + 3.4667326 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Highways OSM", + "osm_id": 741220557, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.31083, + 3.471012 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 741220558, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2744009, + 3.4561503 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 741220559, + "osm_type": "way", + "row": 76 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3189067, + 3.3959578 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 741220573, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3204872, + 3.351335 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Korendile-Bute Road", + "osm_id": 741300569, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2436376, + 3.4524305 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 741730607, + "osm_type": "way", + "row": 79 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2485051, + 3.4220315 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 50, + "name": "Highways OSM", + "osm_id": 741737481, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2436281, + 3.4778258 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 46, + "name": "Highways OSM", + "osm_id": 741740626, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2408592, + 3.4687498 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 741740627, + "osm_type": "way", + "row": 66 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2403642, + 3.4696867 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 741740628, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2385686, + 3.4678113 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 741740629, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2396773, + 3.4669128 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 741740630, + "osm_type": "way", + "row": 67 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.239452, + 3.4716954 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 741740631, + "osm_type": "way", + "row": 63 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2362579, + 3.4769962 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 741740632, + "osm_type": "way", + "row": 59 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2394453, + 3.4705465 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "Highways OSM", + "osm_id": 741740633, + "osm_type": "way", + "row": 64 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.240189, + 3.4692295 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Highways OSM", + "osm_id": 741740634, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2279474, + 3.4530681 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Highways OSM", + "osm_id": 741740635, + "osm_type": "way", + "row": 78 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2127286, + 3.438918 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 741740636, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2143011, + 3.4409481 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Highways OSM", + "osm_id": 741740637, + "osm_type": "way", + "row": 88 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2151334, + 3.4376908 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Highways OSM", + "osm_id": 741740638, + "osm_type": "way", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2521374, + 3.4330369 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 741740641, + "osm_type": "way", + "row": 94 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2523647, + 3.446887 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 741740642, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2516799, + 3.4399359 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 53, + "name": "Highways OSM", + "osm_id": 741740643, + "osm_type": "way", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.1859731, + 3.4005709 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "Highways OSM", + "osm_id": 741976165, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3011758, + 3.4484665 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 755651036, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.301653, + 3.4462812 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 755651037, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3001003, + 3.4466587 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 755651038, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3007424, + 3.4454681 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 755651039, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3000172, + 3.4440344 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 755651040, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2995865, + 3.4445214 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 755651041, + "osm_type": "way", + "row": 85 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3006767, + 3.4473877 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 755651042, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3005036, + 3.4474562 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "Highways OSM", + "osm_id": 755651043, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3019671, + 3.4471136 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 755651044, + "osm_type": "way", + "row": 83 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3253538, + 3.4970604 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 838451705, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3274432, + 3.4964431 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Highways OSM", + "osm_id": 838451706, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.3261482, + 3.4951855 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "Highways OSM", + "osm_id": 838451707, + "osm_type": "way", + "row": 45 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2376669, + 3.4696731 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 42, + "name": "Highways OSM", + "osm_id": 1315106431, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2372015, + 3.4699355 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Highways OSM", + "osm_id": 1315107045, + "osm_type": "way", + "row": 65 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2952395, + 3.4167586 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 87, + "name": "Dandu-Gither Road", + "osm_id": 1348197965, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2788682, + 3.4214879 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 74, + "name": "Dandu-Gither Road", + "osm_id": 1348197966, + "osm_type": "way", + "row": 103 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + 39.2929619, + 3.4160208 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 85, + "name": "Schools OSM", + "osm_id": 1348197967, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000017/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000017/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..f3463f5c9fe66ecfa4405ff931a7e63b4f50c5a3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f74df80bfa36ca2f7dce49698bac060a9560144754ea24f4681775f9136e9742 +size 5942 diff --git a/data/source_assets/multi_hazard/drought/000017/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000017/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..eed6e7bb5f2b409c7b4e501a2469d0eee78d30d1 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6db97961edfa65a3ac76affe8a20fe115705509b49973a882c7b4de32ec5d8bd +size 74479 diff --git a/data/source_assets/multi_hazard/drought/000017/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000017/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..a16ae53bdc74a860e9fee71827c5770e7a819ee5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37b1f3f0c432d6f0a5f51fcbd5678b15857db63fac12c503ded41edc022d9508 +size 2550 diff --git a/data/source_assets/multi_hazard/drought/000017/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000017/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..f918b604b762dbdcfb5b26cfdf032a3c7f534094 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9eb55e15cbb2ba9ab01dd607ae94de653d9664827d2dc4a0549a04d896845a29 +size 84232 diff --git a/data/source_assets/multi_hazard/drought/000017/quality_report.json b/data/source_assets/multi_hazard/drought/000017/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..92ab14cbbcc21ff3bf83525fac26508318a820f7 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:36Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000017", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000017/questions/A.json b/data/source_assets/multi_hazard/drought/000017/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..eb55e2d56327703e10c87739916c3d756f6eec75 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000017__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for Horn of Africa drought AOI 17 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000017", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000017/questions/B.json b/data/source_assets/multi_hazard/drought/000017/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..32804c42a079fa3f5fa34f5277799b81f0a28ba4 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000017__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over Horn of Africa drought AOI 17 on 2024-08-15?", + "sample_id": "drought__000017", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000017/questions/C.json b/data/source_assets/multi_hazard/drought/000017/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..35f2de9111bd77ba176c298c5c0a4c7ae700bbf8 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000017__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for Horn of Africa drought AOI 17?", + "sample_id": "drought__000017", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000017/questions/D.json b/data/source_assets/multi_hazard/drought/000017/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..6d740546f9b720aae432d9027c83993dfcec7847 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000017__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for Horn of Africa drought AOI 17?", + "sample_id": "drought__000017", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..d3fcf22bec74b4b5824c6325691fd72337f253ef --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "b7bc3fa4d76d0344edf66962e606d14999c286a2822811c4f2423bba624ad7fe", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..2aac2e4c844ae91669d17592d0b932e44a866c08 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..74070b91358b07bd15ea4fa85af5c2edb8b9da75 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "039a47f9043f12624dff08375afcc81fda00f35e0c8020cf0ca7c31c819cb746", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..0f643fecb321619d239e11775aaadaf301cfeb71 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..3b869223e21988c444a8394356ec48c194e36c1f --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": true, + "derived_from": [ + "chirps_spi__target", + "drought/000017/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 0.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "d78118509cb804dc3e4c89a7787150eb61f580b9c2c48c57154de76959db0292", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +} diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.tif b/data/source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.tif new file mode 100644 index 0000000000000000000000000000000000000000..bada8af1b28889353c95b569575b56a46d07fc4b Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.tif differ diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.json b/data/source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce517ff33dd975cc51c266b3d1987bb1a751013 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 250, + "scene_coverage": 1.0, + "sha256": "064141414d74867abfe25933f6ff129e870d067504197d72db1b38bf34284866", + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" +} diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif b/data/source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..d59f6f4579e9c5264635a858e3af1d4eaee9f36f Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/viirs_lst__target.json b/data/source_assets/multi_hazard/drought/000017/rasters/viirs_lst__target.json new file mode 100644 index 0000000000000000000000000000000000000000..64ddf6d4bc42832400924ef73ca78bfc755f4e28 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/rasters/viirs_lst__target.json @@ -0,0 +1,105 @@ +{ + "band_or_field": "LST_1KM and QC", + "citation_url": "https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D", + "constant": false, + "crs": "EPSG:4326", + "derivation": "mask QC mandatory QA bits=0, data-quality bits=0, and cloud bits=0; aggregate median; use nearest-neighbor export so sparse QA-valid native pixels remain valid and masked pixels are not interpolated into observations; if no pixel passes QA, omit this optional non-question input and record a rejection rather than gap-filling it", + "fetch_provenance": { + "output": { + "bytes": 3836, + "constant": false, + "export_grid": { + "crs": "EPSG:4326", + "height": 128, + "width": 128 + }, + "maximum": 325.0199890136719, + "mean": 315.81060791015625, + "minimum": 304.8999938964844, + "native_resolution_m": 1000, + "path": "work/rebuilt/drought/000017/rasters/viirs_lst__target.tif", + "resampling": "nearest", + "sha256": "5aebf99ec5de8bec1c01e94e60c1d5a4d678f54500b0c4787b1eb43a5e16528a", + "units": "K", + "valid_fraction": 0.9620361328125 + }, + "request": { + "aoi_geometry": { + "coordinates": [ + [ + [ + 39.18530938744432, + 3.3916033961888568 + ], + [ + 39.34530938744432, + 3.3916033961888568 + ], + [ + 39.34530938744432, + 3.551603396188857 + ], + [ + 39.18530938744432, + 3.551603396188857 + ], + [ + 39.18530938744432, + 3.3916033961888568 + ] + ] + ], + "type": "Polygon" + }, + "end_date_inclusive": "2024-08-15", + "start_date": "2024-08-15" + }, + "upstream": { + "aggregation": "median of QA-valid observations", + "bands": [ + "LST_1KM", + "QC" + ], + "collection": "NASA/VIIRS/002/VNP21A1D", + "image_count": 32, + "native_resolution_m": 1000, + "resampling": "nearest", + "units": "K", + "window_end_exclusive": "2024-08-31", + "window_start": "2024-07-30" + } + }, + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/viirs_lst__target.tif", + "handle": "viirs_lst__target", + "license": "NASA LP DAAC data are freely accessible; citation requested", + "maximum": 325.0199890136719, + "minimum": 304.8999938964844, + "modality": "land_surface_temperature", + "n_bands": 1, + "nan_pct": 3.79638671875, + "native_resolution_m": 1000, + "nodata": -9999.0, + "product": "VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "provider": "NASA LP DAAC", + "scale_m": 1000, + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "5aebf99ec5de8bec1c01e94e60c1d5a4d678f54500b0c4787b1eb43a5e16528a", + "shape": [ + 128, + 128 + ], + "source": "NASA LP DAAC — VNP21A1D.002 Day LST and Emissivity Daily 1 km", + "source_mode": "provider_exact_rebuild", + "temporal_rule": "median of QA-valid daytime observations from target date minus 16 days through target date plus 16 days (exclusive), matching the benchmark drought composite window", + "transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857 + ], + "units": "K", + "upstream_identifier": "NASA/VIIRS/002/VNP21A1D", + "valid_fraction": 0.9620361328125 +} diff --git a/data/source_assets/multi_hazard/drought/000017/rasters/viirs_lst__target.tif b/data/source_assets/multi_hazard/drought/000017/rasters/viirs_lst__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..dad6d4247489d6b0df0467885eb823395600a052 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000017/rasters/viirs_lst__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000017/tabular/worldpop.json b/data/source_assets/multi_hazard/drought/000017/tabular/worldpop.json new file mode 100644 index 0000000000000000000000000000000000000000..09302beaea86ffeff843875529959d69850ffd67 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/tabular/worldpop.json @@ -0,0 +1,37 @@ +{ + "constant": false, + "download": { + "download_crs": "EPSG:4326", + "download_shape": [ + 128, + 128 + ], + "download_transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857, + 0.0, + 0.0, + 1.0 + ] + }, + "maximum": 3.2148594856262207, + "minimum": 0.18940816819667816, + "provider": "WorldPop", + "resampling": "bilinear_to_aoi_grid", + "schema_version": "geodisaster_source_sidecar_v2", + "sha256": "c6be5167ea03b1abd4639cd3b7d24ac5a6608cbb9dc6226a2d1dde6046c8899b", + "shape": [ + 128, + 128 + ], + "source_label": "WorldPop/GP/100m/pop 2020 population-count clip", + "source_mode": "provider_exact_rebuild", + "units": "people_per_pixel", + "upstream_identifier": "WorldPop/GP/100m/pop", + "valid_fraction": 1.0, + "year": 2020 +} diff --git a/data/source_assets/multi_hazard/drought/000017/tabular/worldpop.tif b/data/source_assets/multi_hazard/drought/000017/tabular/worldpop.tif new file mode 100644 index 0000000000000000000000000000000000000000..562ee9eb6822e610dbad456ba6b85b2e2e3b10c1 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000017/tabular/worldpop.tif differ diff --git a/data/source_assets/multi_hazard/drought/000017/trajectories/A.json b/data/source_assets/multi_hazard/drought/000017/trajectories/A.json new file mode 100644 index 0000000000000000000000000000000000000000..260e6712e131da72eb59762af257701ca572d0a2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/trajectories/A.json @@ -0,0 +1,148 @@ +{ + "aoi_id": "drought__000017", + "calls": [ + { + "args": { + "aoi_id": "drought__000017", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000017", + "method": "z_score", + "modality": "modis_ndvi_anomaly", + "target_date": "2024-08-15", + "target_handle": "modis_ndvi__target" + }, + "output": { + "aoi_id": "drought__000017", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.467007, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.350536, + "baseline_std": 0.062396, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.866647, + "anomaly_class": "positive", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "tool": "ComputeTemporalAnomaly" + }, + { + "args": { + "aoi_id": "drought__000017", + "status": "TASK_COMPLETE", + "answer": { + "value": 1.866647, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.866647, + "baseline_mean": 0.350536 + } + }, + "output": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.866647, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.866647, + "baseline_mean": 0.350536 + } + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000017__A", + "final": { + "status": "TASK_COMPLETE", + "answer": { + "value": 1.866647, + "units": "z_score" + }, + "evidence": { + "ndvi_z_score": 1.866647, + "baseline_mean": 0.350536 + } + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000017", + "modality": "modis_ndvi_anomaly", + "target_handle": "modis_ndvi__target", + "target_date": "2024-08-15", + "target_value": 0.467007, + "target_valid_pixel_count": 16384, + "target_source": "MODIS/061/MOD13Q1 NDVI", + "baseline_mean": 0.350536, + "baseline_std": 0.062396, + "baseline_years_used": 6, + "n_baseline_observations": 6, + "z_score": 1.866647, + "anomaly_class": "positive", + "method": "z_score", + "target_statistic": "finite_aoi_pixel_mean" + }, + "step": 2, + "tool": "ComputeTemporalAnomaly" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/trajectories/B.json b/data/source_assets/multi_hazard/drought/000017/trajectories/B.json new file mode 100644 index 0000000000000000000000000000000000000000..cbba4852964b75283cf8d789d4cd8613075b6b3a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/trajectories/B.json @@ -0,0 +1,274 @@ +{ + "aoi_id": "drought__000017", + "calls": [ + { + "args": { + "aoi_id": "drought__000017", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000017", + "by_class": "@SPI_RELATIVE", + "handle": "chirps_spi__target" + }, + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000017", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31454.934, + "mean_value": 5.043676, + "pixel_count": 16384 + } + }, + "dominant_class": "q4_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 8.846721, + "mean": 5.043676, + "median": 4.000529, + "min": 2.383772, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 3.135712, + "p50": 4.000529, + "p95": 8.846721 + }, + "pixel_area_m2": 19198.568, + "std": 1.88299, + "units": "z_score" + }, + "tool": "ComputeRegionStats" + }, + { + "args": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "aoi_id": "drought__000017", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31454.934, + "mean_value": 5.043676, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31454.934, + "mean_value": 5.043676, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000017__B", + "final": { + "answer": { + "class": "q4_high_spi", + "dominant_fraction": 1.0 + }, + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31454.934, + "mean_value": 5.043676, + "pixel_count": 16384 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q4_high_spi", + "mask_pixel_count": null + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "analysis_scope": "whole_aoi", + "aoi_id": "drought__000017", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q3_mid_high_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q4_high_spi": { + "area_ha": 31454.934, + "mean_value": 5.043676, + "pixel_count": 16384 + } + }, + "dominant_class": "q4_high_spi", + "handle": "chirps_spi__target", + "mask_applied": null, + "mask_pixel_count": null, + "max": 8.846721, + "mean": 5.043676, + "median": 4.000529, + "min": 2.383772, + "modality": "chirps_spi", + "n_valid_pixels": 16384, + "nan_pct": 0.0, + "percentiles": { + "p05": 3.135712, + "p50": 4.000529, + "p95": 8.846721 + }, + "pixel_area_m2": 19198.568, + "std": 1.88299, + "units": "z_score" + }, + "step": 2, + "tool": "ComputeRegionStats" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/trajectories/C.json b/data/source_assets/multi_hazard/drought/000017/trajectories/C.json new file mode 100644 index 0000000000000000000000000000000000000000..a78b27a5805cb0bc8f60b9f1628575081bd9e49c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/trajectories/C.json @@ -0,0 +1,598 @@ +{ + "aoi_id": "drought__000017", + "calls": [ + { + "args": { + "aoi_id": "drought__000017", + "handle": "chirps_spi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000017", + "handle": "modis_ndvi__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000017", + "handle": "era5_soil_moisture__target" + }, + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000017", + "handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "metric": "iou", + "minimum_iou": 0.3 + }, + "output": { + "agreement_class": "low", + "aoi_id": "drought__000017", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857 + ] + } + }, + "median_area_ha": 12022.587, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.003932 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": 0.044382 + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.383419 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 89.136 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.003174, + "chirps_spi__modis_ndvi": 0.617798, + "modis_ndvi__era5_soil_moisture": 0.385376 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31355.109, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 12022.587, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "era5_soil_moisture" + }, + "tool": "CompareAcrossSources" + }, + { + "args": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "aoi_id": "drought__000017", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.383419 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31355.109, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 12022.587, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "output": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.383419 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31355.109, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 12022.587, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000017__C", + "final": { + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.383419 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31355.109, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 12022.587, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "status": "SOURCES_DISAGREE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:12Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:14Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/modis_ndvi__target.tif", + "handle": "modis_ndvi__target", + "modality": "modis_ndvi_anomaly", + "n_bands": 1, + "scale_m": 250, + "shape": [ + 128, + 128 + ], + "source": "MODIS/061/MOD13Q1 NDVI", + "source_mode": "gee_live", + "units": "index" + }, + "step": 2, + "tool": "LoadCachedRaster" + }, + { + "output": { + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "scale_m": 9000, + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" + }, + "step": 3, + "tool": "LoadCachedRaster" + }, + { + "output": { + "agreement_class": "low", + "aoi_id": "drought__000017", + "correlation_basis": "thresholded_binary_masks", + "grid_signatures": { + "chirps_spi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857 + ] + }, + "era5_soil_moisture__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857 + ] + }, + "modis_ndvi__target": { + "crs": "EPSG:4326", + "shape": [ + 128, + 128 + ], + "transform": [ + 0.0012499999999999734, + 0.0, + 39.18530938744432, + 0.0, + -0.0012500000000000011, + 3.551603396188857 + ] + } + }, + "median_area_ha": 12022.587, + "median_correlation": null, + "median_pct_delta": 200.0, + "metric": "iou", + "minimum_median_correlation": null, + "n_sources_used": 3, + "pairwise_categorical_kappa": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.003932 + }, + "pairwise_correlation": { + "chirps_spi__era5_soil_moisture": null, + "chirps_spi__modis_ndvi": null, + "modis_ndvi__era5_soil_moisture": 0.044382 + }, + "pairwise_correlation_details": { + "chirps_spi__era5_soil_moisture": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "chirps_spi__modis_ndvi": { + "defined": false, + "undefined_reason": "constant_mask", + "valid_pixel_count": 16384 + }, + "modis_ndvi__era5_soil_moisture": { + "defined": true, + "undefined_reason": null, + "valid_pixel_count": 16384 + } + }, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.383419 + }, + "pairwise_pct_delta": { + "chirps_spi__era5_soil_moisture": 200.0, + "chirps_spi__modis_ndvi": 200.0, + "modis_ndvi__era5_soil_moisture": 89.136 + }, + "pairwise_state_agreement": { + "chirps_spi__era5_soil_moisture": 0.003174, + "chirps_spi__modis_ndvi": 0.617798, + "modis_ndvi__era5_soil_moisture": 0.385376 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 31355.109, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 12022.587, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "require_all_pairs_defined": null, + "required_correlation_pair_count": 3, + "score": 0.0, + "score_contract": "iou", + "undefined_correlation_pairs": [ + "chirps_spi__modis_ndvi", + "chirps_spi__era5_soil_moisture" + ], + "valid_correlation_pair_count": 1, + "verdict": "sources_disagree", + "weakest_source": "era5_soil_moisture" + }, + "step": 4, + "tool": "CompareAcrossSources" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000017/trajectories/D.json b/data/source_assets/multi_hazard/drought/000017/trajectories/D.json new file mode 100644 index 0000000000000000000000000000000000000000..9b6f151a7b9dccc36ad4cbfbce53e0c0776faeac --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000017/trajectories/D.json @@ -0,0 +1,187 @@ +{ + "aoi_id": "drought__000017", + "calls": [ + { + "args": { + "aoi_id": "drought__000017", + "handle": "low_chirps_spi" + }, + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "tool": "LoadCachedRaster" + }, + { + "args": { + "aoi_id": "drought__000017", + "asset_types": [ + "schools" + ], + "buffer_m": 5000, + "footprint_handle": "low_chirps_spi" + }, + "output": { + "aoi_id": "drought__000017", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "tool": "QueryExposure" + }, + { + "args": { + "answer": { + "schools_in_footprint": 0 + }, + "aoi_id": "drought__000017", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "output": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "tool": "Terminate" + } + ], + "case_id": "drought__000017__D", + "final": { + "answer": { + "schools_in_footprint": 0 + }, + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "status": "TASK_COMPLETE" + }, + "intermediate_answers": [ + { + "output": { + "acquisition_dates": [], + "aoi_id": "drought__000017", + "clear_fraction_in_aoi": null, + "fetched_at_build_time": null, + "geotiff_path": "source_assets/multi_hazard/drought/000017/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "modality": "train_relative_low_chirps_spi_footprint", + "n_bands": 1, + "scale_m": 5500, + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "units": "binary" + }, + "step": 1, + "tool": "LoadCachedRaster" + }, + { + "output": { + "aoi_id": "drought__000017", + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_buffer": 0.0, + "population_within_footprint": 0.0 + }, + "step": 2, + "tool": "QueryExposure" + } + ], + "schema_version": "geodisaster_multi_hazard_trajectory_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000018/aoi.geojson b/data/source_assets/multi_hazard/drought/000018/aoi.geojson new file mode 100644 index 0000000000000000000000000000000000000000..13771b965b48702bd0cd463877010c6526ee6ef3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/aoi.geojson @@ -0,0 +1,36 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + [ + [ + -119.57979331234118, + 36.586317952560066 + ], + [ + -119.41979331234118, + 36.586317952560066 + ], + [ + -119.41979331234118, + 36.74631795256006 + ], + [ + -119.57979331234118, + 36.74631795256006 + ], + [ + -119.57979331234118, + 36.586317952560066 + ] + ] + ], + "type": "Polygon" + }, + "properties": {}, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000018/available_handles.json b/data/source_assets/multi_hazard/drought/000018/available_handles.json new file mode 100644 index 0000000000000000000000000000000000000000..3a3448eea8530e2dea8bd8f7e7a8674ad8703996 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/available_handles.json @@ -0,0 +1,27 @@ +{ + "baselines_available": [ + "chirps_spi", + "era5_soil_moisture", + "modis_ndvi_anomaly" + ], + "domain": "drought", + "handles": [ + "chirps_spi__target", + "era5_soil_moisture__target", + "low_chirps_spi", + "modis_ndvi__target", + "viirs_lst__target" + ], + "osm_categories": [ + "hospitals", + "schools", + "fire_stations", + "police_stations", + "power_substations", + "water_treatment", + "highways", + "rail_stations" + ], + "sample_id": "drought__000018", + "schema_version": "geodisaster_available_handles_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000018/baselines/chirps_spi.csv b/data/source_assets/multi_hazard/drought/000018/baselines/chirps_spi.csv new file mode 100644 index 0000000000000000000000000000000000000000..f32d9157ee80334cacb41b2bb906fd2da1293c0c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/baselines/chirps_spi.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.429484,false +2019-08-15,0.0,false +2020-08-15,0.007063,false +2021-08-15,0.0,false +2022-08-15,0.0,false +2023-08-15,0.136529,false +2024-08-15,0.287047,true diff --git a/data/source_assets/multi_hazard/drought/000018/baselines/era5_soil_moisture.csv b/data/source_assets/multi_hazard/drought/000018/baselines/era5_soil_moisture.csv new file mode 100644 index 0000000000000000000000000000000000000000..39d1e859d64082f03fe584d8819087f2cf2fa35e --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/baselines/era5_soil_moisture.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.132856,false +2019-08-15,0.132968,false +2020-08-15,0.132957,false +2021-08-15,0.132822,false +2022-08-15,0.132756,false +2023-08-15,0.166142,false +2024-08-15,0.132966,true diff --git a/data/source_assets/multi_hazard/drought/000018/baselines/modis_ndvi_anomaly.csv b/data/source_assets/multi_hazard/drought/000018/baselines/modis_ndvi_anomaly.csv new file mode 100644 index 0000000000000000000000000000000000000000..2f94cc80f47438b0188ce2fd8a56f65109e0332c --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/baselines/modis_ndvi_anomaly.csv @@ -0,0 +1,8 @@ +date,value,is_target +2018-08-15,0.433584,false +2019-08-15,0.462896,false +2020-08-15,0.427194,false +2021-08-15,0.429596,false +2022-08-15,0.453487,false +2023-08-15,0.496565,false +2024-08-15,0.467933,true diff --git a/data/source_assets/multi_hazard/drought/000018/drought_normalization.json b/data/source_assets/multi_hazard/drought/000018/drought_normalization.json new file mode 100644 index 0000000000000000000000000000000000000000..af6e908b47462e928e1047d86e3896505596f4f3 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/drought_normalization.json @@ -0,0 +1,72 @@ +{ + "chirps_spi_pixel_class_intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "fit_scope": "accepted multi-hazard drought AOIs only", + "fit_split": "train", + "interpretation": "Benchmark-relative low-value stress states; not a claim of standard SPI severe drought.", + "schema_version": "geodisaster_drought_normalization_v1", + "sources": { + "chirps_spi__target": { + "pixel_q25": -0.1381913721561432, + "pixel_q50": 0.6701323390007019, + "pixel_q75": 1.3935534954071045, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "z_score" + }, + "era5_soil_moisture__target": { + "pixel_q25": 0.13093407452106476, + "pixel_q50": 0.13497288525104523, + "pixel_q75": 0.47340139746665955, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "m3_m3" + }, + "modis_ndvi__target": { + "pixel_q25": 0.38769999146461487, + "pixel_q50": 0.5084999799728394, + "pixel_q75": 0.6169999837875366, + "train_aoi_count": 18, + "train_valid_pixel_count": 294912, + "units": "index" + } + }, + "stress_mask_rule": "each source value is below its training-pixel q25", + "test_data_used_for_fit": false, + "train_sample_ids": [ + "000001", + "000002", + "000004", + "000006", + "000008", + "000010", + "000012", + "000013", + "000014", + "000016", + "000017", + "000020", + "000021", + "000022", + "000024", + "000026", + "000028", + "000030" + ] +} diff --git a/data/source_assets/multi_hazard/drought/000018/gt/A.json b/data/source_assets/multi_hazard/drought/000018/gt/A.json new file mode 100644 index 0000000000000000000000000000000000000000..e3bf4f780cb05958e5a78bb6ecd2da644c0e9c93 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/gt/A.json @@ -0,0 +1,24 @@ +{ + "answer": { + "value": 0.652164, + "units": "z_score" + }, + "case_id": "drought__000018__A", + "evidence": { + "ndvi_z_score": 0.652164, + "baseline_mean": 0.450554 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:27Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild", + "anomaly_contract": "drought_modis_raster_target_anomaly_v2" + }, + "required_tools": [ + "LoadCachedRaster", + "ComputeTemporalAnomaly", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000018/gt/B.json b/data/source_assets/multi_hazard/drought/000018/gt/B.json new file mode 100644 index 0000000000000000000000000000000000000000..30662e1bd3ed103c320899cba9bcdf76f1894cb2 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/gt/B.json @@ -0,0 +1,47 @@ +{ + "answer": { + "class": "q3_mid_high_spi", + "dominant_fraction": 0.613281 + }, + "case_id": "drought__000018__B", + "evidence": { + "analysis_scope": "whole_aoi", + "by_class": { + "q1_low_spi": { + "area_ha": 0.0, + "mean_value": null, + "pixel_count": 0 + }, + "q2_mid_low_spi": { + "area_ha": 2481.492, + "mean_value": -0.041437, + "pixel_count": 1600 + }, + "q3_mid_high_spi": { + "area_ha": 15579.592, + "mean_value": 1.325197, + "pixel_count": 10048 + }, + "q4_high_spi": { + "area_ha": 7336.016, + "mean_value": 1.574433, + "pixel_count": 4736 + } + }, + "classification_contract": "train_only_chirps_spi_pixel_quartiles_v1", + "dominant_class": "q3_mid_high_spi", + "mask_pixel_count": null + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:27Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "ComputeRegionStats", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000018/gt/C.json b/data/source_assets/multi_hazard/drought/000018/gt/C.json new file mode 100644 index 0000000000000000000000000000000000000000..9c5c6a2913b1d3944eb45f05a716749c9210edef --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/gt/C.json @@ -0,0 +1,61 @@ +{ + "answer": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "verdict": "sources_disagree" + }, + "case_id": "drought__000018__C", + "evidence": { + "agree": false, + "median_pairwise_iou": 0.0, + "metric": "median_pairwise_iou", + "minimum_iou": 0.3, + "pairwise_iou": { + "chirps_spi__era5_soil_moisture": 0.0, + "chirps_spi__modis_ndvi": 0.0, + "modis_ndvi__era5_soil_moisture": 0.177262 + }, + "per_source": { + "chirps_spi": { + "area_ha": 0.0, + "handle": "chirps_spi__target", + "scale_m": 5500, + "units": "z_score" + }, + "era5_soil_moisture": { + "area_ha": 12408.277, + "handle": "era5_soil_moisture__target", + "scale_m": 9000, + "units": "m3_m3" + }, + "modis_ndvi": { + "area_ha": 7394.163, + "handle": "modis_ndvi__target", + "scale_m": 250, + "units": "index" + } + }, + "stress_mask_contract": "per_source_train_pixel_q25_v1", + "threshold_fit_split": "train", + "thresholds": { + "chirps_spi__target": -0.1381913721561432, + "era5_soil_moisture__target": 0.13093407452106476, + "modis_ndvi__target": 0.38769999146461487 + }, + "verdict": "sources_disagree" + }, + "min_tool_calls": 5, + "provenance": { + "computed_at": "2026-10-14T12:04:27Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "CompareAcrossSources", + "LoadCachedRaster", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000018/gt/D.json b/data/source_assets/multi_hazard/drought/000018/gt/D.json new file mode 100644 index 0000000000000000000000000000000000000000..01dda61a6d8399ddd95970eaf46b2004af025170 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/gt/D.json @@ -0,0 +1,36 @@ +{ + "answer": { + "schools_in_footprint": 0 + }, + "case_id": "drought__000018__D", + "evidence": { + "asset_geometry_contract": "cached_feature_representative_point_v1", + "critical_infrastructure": { + "schools": { + "in_buffer": 0, + "in_footprint": 0, + "nearest": { + "distance_m": null, + "name": null + } + } + }, + "distance_method": "local_azimuthal_equidistant_cell_center_v1", + "footprint_area_ha": 0.0, + "footprint_handle": "low_chirps_spi", + "population_source": "WorldPop/GP/100m/pop 2020 population-count clip", + "population_within_footprint": 0.0 + }, + "min_tool_calls": 3, + "provenance": { + "computed_at": "2026-10-14T12:04:27Z", + "computed_by": "experimental/c05_true_source_rebuild/rebuild_downstream.py", + "source_mode": "provider_exact_rebuild" + }, + "required_tools": [ + "LoadCachedRaster", + "QueryExposure", + "Terminate" + ], + "schema_version": "geodisaster_multi_hazard_gt_v2" +} diff --git a/data/source_assets/multi_hazard/drought/000018/metadata.json b/data/source_assets/multi_hazard/drought/000018/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22ba18b1e107d2945363db38878ce51d584cdf3d --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/metadata.json @@ -0,0 +1,45 @@ +{ + "accepted": true, + "aoi_id": "drought__sample_000018", + "built_at": "2026-05-17T04:46:07Z", + "candidate_index": 18, + "domain": "drought", + "domain_label": "Drought", + "end_date": "2024-08-15", + "event_name": "California Central Valley drought AOI 18", + "geometry": { + "coordinates": [ + [ + [ + -119.57979331234118, + 36.586317952560066 + ], + [ + -119.41979331234118, + 36.586317952560066 + ], + [ + -119.41979331234118, + 36.74631795256006 + ], + [ + -119.57979331234118, + 36.74631795256006 + ], + [ + -119.57979331234118, + 36.586317952560066 + ] + ] + ], + "type": "Polygon" + }, + "sample_id": "sample_000018", + "source_contract_version": "c05_true_source_v1", + "source_mode": "provider_exact_rebuild", + "source_mode_expected": "gee_live", + "split": "train_val", + "start_date": "2024-08-15", + "target_date": "2024-08-15", + "window_label": "2024-08-15" +} diff --git a/data/source_assets/multi_hazard/drought/000018/osm/pois.geojson b/data/source_assets/multi_hazard/drought/000018/osm/pois.geojson new file mode 100644 index 0000000000000000000000000000000000000000..aca65f8ad1980be1833c85df72dd9fffe2d1a6b6 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/osm/pois.geojson @@ -0,0 +1,4505 @@ +{ + "features": [ + { + "geometry": { + "coordinates": [ + -119.455681, + 36.6024506 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 99, + "name": "Kings Canyon Adult School", + "osm_id": 358834494, + "osm_type": "node", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4523476, + 36.6038395 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 101, + "name": "Kings Canyon Mountain View School", + "osm_id": 358834495, + "osm_type": "node", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4557081, + 36.602353 + ], + "type": "Point" + }, + "properties": { + "category": "schools", + "col": 98, + "name": "Reedley High School", + "osm_id": 358834524, + "osm_type": "node", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5549982, + 36.7326203 + ], + "type": "Point" + }, + "properties": { + "category": "fire_stations", + "col": 20, + "name": "Fresno County Fire Department Station #84", + "osm_id": 1794120758, + "osm_type": "node", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5554217, + 36.7325614 + ], + "type": "Point" + }, + "properties": { + "category": "fire_stations", + "col": 19, + "name": "CAL FIRE/Fresno County Fire Department Headquarters", + "osm_id": 1794120819, + "osm_type": "node", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4536527, + 36.6087303 + ], + "type": "Point" + }, + "properties": { + "category": "hospitals", + "col": 100, + "name": "Adventist Health Reedley - Birth Center", + "osm_id": 6456309423, + "osm_type": "node", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4620773, + 36.6326814 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 93, + "name": "Camelback Junction", + "osm_id": 13443811555, + "osm_type": "node", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4600225, + 36.6317182 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 95, + "name": "Convention", + "osm_id": 13443811591, + "osm_type": "node", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4592305, + 36.633622 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 96, + "name": "Hillcrest", + "osm_id": 13443865134, + "osm_type": "node", + "row": 89 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4606644, + 36.632807 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 95, + "name": "Pine Tree", + "osm_id": 13443865200, + "osm_type": "node", + "row": 90 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4583059, + 36.6322102 + ], + "type": "Point" + }, + "properties": { + "category": "rail_stations", + "col": 96, + "name": "Wahtoke", + "osm_id": 13443969827, + "osm_type": "node", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4653339, + 36.5976269 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "West Riverglen Avenue", + "osm_id": 10320438, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4627705, + 36.5982557 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "West Riverglen Avenue", + "osm_id": 10320440, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.430508, + 36.6583459 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "Highways OSM", + "osm_id": 10321658, + "osm_type": "way", + "row": 70 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4324639, + 36.6424623 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "Highways OSM", + "osm_id": 10321669, + "osm_type": "way", + "row": 82 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4557746, + 36.6913376 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "Highways OSM", + "osm_id": 10322521, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.490797, + 36.5908256 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 71, + "name": "Highways OSM", + "osm_id": 10322623, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4855768, + 36.6098588 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 75, + "name": "Highways OSM", + "osm_id": 10322808, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5290025, + 36.5957293 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "Highways OSM", + "osm_id": 10323049, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5065315, + 36.7339586 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 10323395, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4464916, + 36.603727 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 10323647, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5306912, + 36.6921211 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "East North Avenue", + "osm_id": 10323692, + "osm_type": "way", + "row": 43 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4750181, + 36.7236458 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "Highways OSM", + "osm_id": 10323952, + "osm_type": "way", + "row": 18 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5669623, + 36.6813244 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 10324801, + "osm_type": "way", + "row": 52 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4591003, + 36.6313967 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 96, + "name": "Highways OSM", + "osm_id": 10325011, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5452784, + 36.6267277 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Highways OSM", + "osm_id": 10325472, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4464839, + 36.6028275 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 10325738, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4437249, + 36.6028135 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 10325752, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5603731, + 36.5982236 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 10326044, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4448455, + 36.739734 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Highways OSM", + "osm_id": 10326125, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4432073, + 36.7420138 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 10326126, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4669596, + 36.6604948 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 10326774, + "osm_type": "way", + "row": 68 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5306647, + 36.7151904 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 39, + "name": "Highways OSM", + "osm_id": 10327242, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5184445, + 36.6126537 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 49, + "name": "Highways OSM", + "osm_id": 10328075, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4540138, + 36.741769 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 10328095, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4556735, + 36.7424423 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 10328098, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4642743, + 36.7341748 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Highways OSM", + "osm_id": 10328102, + "osm_type": "way", + "row": 10 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5703317, + 36.6088398 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Highways OSM", + "osm_id": 10328254, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4884778, + 36.5983119 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 10328728, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5626422, + 36.7148196 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Highways OSM", + "osm_id": 10329123, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5703644, + 36.588826 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Highways OSM", + "osm_id": 10329418, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5681195, + 36.5888753 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Highways OSM", + "osm_id": 10329420, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4457053, + 36.6983108 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Highways OSM", + "osm_id": 10329472, + "osm_type": "way", + "row": 38 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5702154, + 36.6309655 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Highways OSM", + "osm_id": 10329945, + "osm_type": "way", + "row": 92 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4537797, + 36.5892606 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 10329956, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5114196, + 36.6146162 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 54, + "name": "Highways OSM", + "osm_id": 10330032, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4434789, + 36.7434411 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "Highways OSM", + "osm_id": 10330603, + "osm_type": "way", + "row": 2 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4996374, + 36.7463159 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "Highways OSM", + "osm_id": 10330630, + "osm_type": "way", + "row": 0 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5785915, + 36.7320688 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 1, + "name": "Highways OSM", + "osm_id": 10330649, + "osm_type": "way", + "row": 11 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5673871, + 36.7417493 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "Highways OSM", + "osm_id": 10330650, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4889834, + 36.6001336 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 72, + "name": "Highways OSM", + "osm_id": 10330907, + "osm_type": "way", + "row": 116 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5384748, + 36.7064494 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10330971, + "osm_type": "way", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4662713, + 36.6985399 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "Highways OSM", + "osm_id": 10331007, + "osm_type": "way", + "row": 38 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4331668, + 36.6025038 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "Highways OSM", + "osm_id": 10331234, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4538031, + 36.585851 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "Highways OSM", + "osm_id": 10331612, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4498907, + 36.5892581 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "Highways OSM", + "osm_id": 10331614, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5319755, + 36.6264797 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Highways OSM", + "osm_id": 10332535, + "osm_type": "way", + "row": 95 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5344176, + 36.6129212 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Avila Avenue", + "osm_id": 10332537, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5385828, + 36.7071696 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Highways OSM", + "osm_id": 10332561, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5346626, + 36.7107969 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 36, + "name": "Highways OSM", + "osm_id": 10332562, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5625392, + 36.5990471 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Highways OSM", + "osm_id": 10332781, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5613841, + 36.5984992 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "Highways OSM", + "osm_id": 10332786, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4607765, + 36.7346822 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "Highways OSM", + "osm_id": 10332931, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5382898, + 36.6066479 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "Kelly Avenue", + "osm_id": 10333125, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.507242, + 36.7072472 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 10333245, + "osm_type": "way", + "row": 31 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5463971, + 36.6988217 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Highways OSM", + "osm_id": 10333295, + "osm_type": "way", + "row": 38 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4403087, + 36.6104136 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Highways OSM", + "osm_id": 10333423, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4713526, + 36.7397195 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "Highways OSM", + "osm_id": 10333685, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4727764, + 36.7402712 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "Highways OSM", + "osm_id": 10333686, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4425961, + 36.6028082 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "Highways OSM", + "osm_id": 10334008, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4476117, + 36.6014659 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "Highways OSM", + "osm_id": 10334010, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4481626, + 36.6019332 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 10334011, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.455443, + 36.7111485 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "Highways OSM", + "osm_id": 10334259, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5151791, + 36.7184065 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 51, + "name": "Highways OSM", + "osm_id": 10334622, + "osm_type": "way", + "row": 22 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.462733, + 36.6321046 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Highways OSM", + "osm_id": 10334632, + "osm_type": "way", + "row": 91 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5065132, + 36.740589 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 58, + "name": "Highways OSM", + "osm_id": 10334694, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4414724, + 36.5890237 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "Highways OSM", + "osm_id": 10334746, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5793996, + 36.5978288 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 0, + "name": "Highways OSM", + "osm_id": 10334902, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5518244, + 36.7374786 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Highways OSM", + "osm_id": 10335061, + "osm_type": "way", + "row": 7 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.448164, + 36.6009975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Highways OSM", + "osm_id": 10335123, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5324308, + 36.597978 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 38, + "name": "Highways OSM", + "osm_id": 10335503, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5502359, + 36.7107448 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Faller Circle", + "osm_id": 10335674, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5517647, + 36.7429875 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "East Tulare Avenue", + "osm_id": 10335714, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5291157, + 36.7428243 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 40, + "name": "East Tulare Avenue", + "osm_id": 10335720, + "osm_type": "way", + "row": 3 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4555125, + 36.6123525 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "North Hope Avenue", + "osm_id": 10335763, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5519892, + 36.7083855 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "Jensen Avenue", + "osm_id": 10335869, + "osm_type": "way", + "row": 30 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.572921, + 36.715666 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 5, + "name": "Sterling Avenue", + "osm_id": 10335911, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5658308, + 36.7154068 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 11, + "name": "Sterling Avenue", + "osm_id": 10335914, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5504819, + 36.7154449 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Sterling Avenue", + "osm_id": 10335915, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4643116, + 36.7367975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "Wood Duck Avenue", + "osm_id": 10335972, + "osm_type": "way", + "row": 8 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4490127, + 36.5963025 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "F Street", + "osm_id": 10336013, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4464323, + 36.7127543 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Un Road", + "osm_id": 10336022, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.577474, + 36.7123993 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 2, + "name": "Glenview Avenue", + "osm_id": 10336029, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4342134, + 36.5975868 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "East Laroda Circle", + "osm_id": 10336204, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4374253, + 36.5969142 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "East Springfield Avenue", + "osm_id": 10336279, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5510499, + 36.7130158 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "2nd Circle", + "osm_id": 10336326, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4350226, + 36.6694427 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "Goodfellow Avenue", + "osm_id": 10336337, + "osm_type": "way", + "row": 61 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4377043, + 36.5986931 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "Pecan Avenue", + "osm_id": 10336454, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5373915, + 36.608889 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Eva Donna Street", + "osm_id": 10336457, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5592874, + 36.6929615 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "East Metzler Drive", + "osm_id": 10336515, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5469416, + 36.677739 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "East Central Avenue", + "osm_id": 10336525, + "osm_type": "way", + "row": 54 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4574818, + 36.6768075 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "East Central Avenue", + "osm_id": 10336531, + "osm_type": "way", + "row": 55 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5547092, + 36.7172085 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "Daisy Lane", + "osm_id": 10336566, + "osm_type": "way", + "row": 23 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4395185, + 36.671284 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Columbia Avenue", + "osm_id": 10336617, + "osm_type": "way", + "row": 60 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4398112, + 36.6014353 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 111, + "name": "Columbia Avenue", + "osm_id": 10336618, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4507104, + 36.5909333 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "J Street", + "osm_id": 10336769, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.550154, + 36.6958668 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "J Street", + "osm_id": 10336771, + "osm_type": "way", + "row": 40 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5520369, + 36.7085873 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "J Street", + "osm_id": 10336775, + "osm_type": "way", + "row": 30 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5260092, + 36.6131496 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "J Street", + "osm_id": 10336778, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5260588, + 36.6088673 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 43, + "name": "J Street", + "osm_id": 10336779, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5500164, + 36.7147302 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "Holt Avenue", + "osm_id": 10336814, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4654957, + 36.5933844 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 91, + "name": "West Beechwood Avenue", + "osm_id": 10336899, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.461566, + 36.5933901 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "West Beechwood Avenue", + "osm_id": 10336900, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4442595, + 36.6023607 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "East Myrtle Avenue", + "osm_id": 10336939, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.433114, + 36.6023013 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "East Myrtle Avenue", + "osm_id": 10336942, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5460115, + 36.6114229 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "East Bulah Avenue", + "osm_id": 10337070, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5553411, + 36.6115487 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "East Bulah Avenue", + "osm_id": 10337071, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5505775, + 36.6117451 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "East Bulah Avenue", + "osm_id": 10337072, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5411598, + 36.6112119 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "East Bulah Avenue", + "osm_id": 10337073, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4566107, + 36.6087233 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "West Kip Patrick Drive", + "osm_id": 10337097, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4445249, + 36.6082819 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "Thompson Court", + "osm_id": 10337105, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4611487, + 36.5981049 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "North Kings Drive", + "osm_id": 10337107, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4567939, + 36.5888273 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 98, + "name": "South Riverview Avenue", + "osm_id": 10337151, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.466464, + 36.5979457 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 90, + "name": "North Kingswood Parkway", + "osm_id": 10337521, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5643247, + 36.7115564 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 12, + "name": "3rd Street", + "osm_id": 10337572, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5243844, + 36.6145157 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "3rd Street", + "osm_id": 10337577, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5677705, + 36.7109835 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 10, + "name": "3rd Street", + "osm_id": 10337578, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5500573, + 36.7122719 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "3rd Street", + "osm_id": 10337583, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5539811, + 36.7126432 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 20, + "name": "3rd Street", + "osm_id": 10337584, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5579355, + 36.7107236 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 17, + "name": "3rd Street", + "osm_id": 10337586, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5276436, + 36.6142487 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "3rd Street", + "osm_id": 10337587, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5463974, + 36.71289 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "3rd Street", + "osm_id": 10337588, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5764354, + 36.7120967 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "3rd Street", + "osm_id": 10337589, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5691444, + 36.6937542 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 8, + "name": "Moir Avenue", + "osm_id": 10337604, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5394511, + 36.610126 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 32, + "name": "Julianna Avenue", + "osm_id": 10337633, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4630307, + 36.5958483 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "South Oak Drive", + "osm_id": 10337765, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4621221, + 36.5943745 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "South Oak Drive", + "osm_id": 10337766, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4634545, + 36.5965847 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "South Oak Drive", + "osm_id": 10337768, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4412852, + 36.6094017 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "North Steven Avenue", + "osm_id": 10337820, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4408605, + 36.6075919 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "North Steven Avenue", + "osm_id": 10337821, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4414869, + 36.6014349 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 110, + "name": "North Steven Avenue", + "osm_id": 10337822, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4528673, + 36.7200833 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "East Kings Canyon Road South", + "osm_id": 10337934, + "osm_type": "way", + "row": 21 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5365683, + 36.6071089 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 34, + "name": "Mulberry Lane", + "osm_id": 10337941, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5326027, + 36.607016 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 37, + "name": "Mulberry Lane", + "osm_id": 10337942, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5519724, + 36.7285097 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 22, + "name": "East Butler Avenue", + "osm_id": 10337980, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5362463, + 36.7284004 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 35, + "name": "East Butler Avenue", + "osm_id": 10337982, + "osm_type": "way", + "row": 14 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5622066, + 36.7161825 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 14, + "name": "Atchison Avenue", + "osm_id": 10338008, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5575216, + 36.690374 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "Lime Avenue", + "osm_id": 10338014, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5601849, + 36.6904832 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Lime Avenue", + "osm_id": 10338015, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.449865, + 36.6077978 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "West Cypress Avenue", + "osm_id": 10338077, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5276868, + 36.6103261 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "Tulare Street", + "osm_id": 10338088, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.568047, + 36.7161924 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 9, + "name": "Meierwood Avenue", + "osm_id": 10338091, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5569044, + 36.7044063 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "N Street", + "osm_id": 10338191, + "osm_type": "way", + "row": 33 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4520451, + 36.5869833 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "South Rupert Avenue", + "osm_id": 10338265, + "osm_type": "way", + "row": 126 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4342894, + 36.5917489 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 115, + "name": "South Carolyn Lane", + "osm_id": 10338287, + "osm_type": "way", + "row": 123 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5598418, + 36.6934153 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Kister Street", + "osm_id": 10338389, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4729511, + 36.6083062 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 85, + "name": "South Rio Vista Avenue", + "osm_id": 10338390, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4755248, + 36.5971473 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "South Rio Vista Avenue", + "osm_id": 10338391, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4753109, + 36.6751013 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 83, + "name": "South Rio Vista Avenue", + "osm_id": 10338392, + "osm_type": "way", + "row": 57 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4736674, + 36.7224338 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 84, + "name": "South Rio Vista Avenue", + "osm_id": 10338393, + "osm_type": "way", + "row": 19 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5480008, + 36.7158199 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Redwood Avenue", + "osm_id": 10338408, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4621682, + 36.5980821 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Dovewood Circle", + "osm_id": 10338418, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4337604, + 36.5899448 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "East Carolyn Lane", + "osm_id": 10338507, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5247646, + 36.612068 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "1st Street", + "osm_id": 10338511, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.553212, + 36.6064744 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 21, + "name": "Espinosa Avenue", + "osm_id": 10338630, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4337793, + 36.610528 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "North Kady Drive", + "osm_id": 10338667, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.433769, + 36.6087269 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "North Kady Drive", + "osm_id": 10338668, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.462386, + 36.5953741 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "West Eymann Avenue", + "osm_id": 10338713, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5412984, + 36.6091787 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "Erica Avenue", + "osm_id": 10338722, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5500698, + 36.6100303 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 24, + "name": "East Ann Avenue", + "osm_id": 10338751, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5411716, + 36.6097804 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 31, + "name": "East Ann Avenue", + "osm_id": 10338752, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4481627, + 36.6014571 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Elm Avenue", + "osm_id": 10338761, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4326743, + 36.5921205 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "South Cedar Avenue", + "osm_id": 10338811, + "osm_type": "way", + "row": 122 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4326215, + 36.5963066 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "South Cedar Avenue", + "osm_id": 10338813, + "osm_type": "way", + "row": 119 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.462533, + 36.7385195 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 93, + "name": "Little Beaver Road", + "osm_id": 10338819, + "osm_type": "way", + "row": 6 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4463518, + 36.6077996 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 106, + "name": "Cypress Avenue", + "osm_id": 10338832, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4342339, + 36.5983186 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 116, + "name": "East Red Beaut Circle", + "osm_id": 10338862, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5630545, + 36.7112757 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 13, + "name": "Oatman Avenue", + "osm_id": 10338903, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4326263, + 36.5991057 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "North Cedar Avenue", + "osm_id": 10338906, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4327, + 36.6096741 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 117, + "name": "North Cedar Avenue", + "osm_id": 10338914, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4488787, + 36.6086337 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "Frankwood Circle", + "osm_id": 10338962, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5757435, + 36.7118449 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 3, + "name": "Lily Avenue", + "osm_id": 10338964, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4497999, + 36.6096249 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "West Carob Avenue", + "osm_id": 10338966, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4546337, + 36.6096918 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "West Carob Avenue", + "osm_id": 10338967, + "osm_type": "way", + "row": 108 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4375841, + 36.5932753 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "East Duff Avenue", + "osm_id": 10338988, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4524914, + 36.6121943 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "North Hollywood Drive", + "osm_id": 10339056, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4525699, + 36.6064588 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "North Hollywood Drive", + "osm_id": 10339057, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4515345, + 36.6014549 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 102, + "name": "North Hollywood Drive", + "osm_id": 10339058, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4315702, + 36.6084533 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "North Valencia Street", + "osm_id": 10339073, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5603998, + 36.6929737 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "West Metzler Drive", + "osm_id": 10339147, + "osm_type": "way", + "row": 42 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5503817, + 36.71148 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "Faller Court", + "osm_id": 10339166, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.461267, + 36.7408263 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 94, + "name": "North Trout Lake Drive", + "osm_id": 10339255, + "osm_type": "way", + "row": 4 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.547661, + 36.6231422 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "South Mendocino Avenue", + "osm_id": 10339260, + "osm_type": "way", + "row": 98 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.45013, + 36.6023536 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "West Myrtle Avenue", + "osm_id": 10339324, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4317247, + 36.595702 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 118, + "name": "East Lingo Avenue", + "osm_id": 10339428, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4392461, + 36.5955523 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "East Lingo Avenue", + "osm_id": 10339429, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4572808, + 36.6954529 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "South Reed Avenue", + "osm_id": 10339432, + "osm_type": "way", + "row": 40 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4576913, + 36.598051 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 97, + "name": "North Reed Avenue", + "osm_id": 10339433, + "osm_type": "way", + "row": 118 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5748622, + 36.7124573 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "Claremont Avenue", + "osm_id": 10339436, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5748665, + 36.7110101 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "Claremont Avenue", + "osm_id": 10339437, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5707152, + 36.7152086 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "Post Avenue", + "osm_id": 10339494, + "osm_type": "way", + "row": 25 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5720538, + 36.6969946 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 6, + "name": "Circle Drive", + "osm_id": 10339515, + "osm_type": "way", + "row": 39 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4498641, + 36.6091521 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "North Birch Avenue", + "osm_id": 10339578, + "osm_type": "way", + "row": 109 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4497376, + 36.6125697 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "North Birch Avenue", + "osm_id": 10339579, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4493272, + 36.6014548 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 104, + "name": "North Birch Avenue", + "osm_id": 10339580, + "osm_type": "way", + "row": 115 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4505295, + 36.5994635 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 103, + "name": "E Street", + "osm_id": 10339615, + "osm_type": "way", + "row": 117 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4987966, + 36.7355218 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 64, + "name": "North Oliver Avenue", + "osm_id": 10339668, + "osm_type": "way", + "row": 9 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4543627, + 36.5860797 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "South Klein Avenue", + "osm_id": 10339670, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5430888, + 36.721012 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "South Quality Avenue", + "osm_id": 10339673, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5420787, + 36.721147 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 30, + "name": "East California Avenue", + "osm_id": 10339676, + "osm_type": "way", + "row": 20 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4389161, + 36.6078699 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 112, + "name": "North Magnolia Avenue", + "osm_id": 10339718, + "osm_type": "way", + "row": 110 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5469241, + 36.7102746 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Harrison Avenue", + "osm_id": 10339731, + "osm_type": "way", + "row": 29 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5466283, + 36.7057548 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 26, + "name": "Harrison Avenue", + "osm_id": 10339733, + "osm_type": "way", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5485557, + 36.7109795 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Recreation Circle", + "osm_id": 10339744, + "osm_type": "way", + "row": 28 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5428764, + 36.6109975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 29, + "name": "Constance Avenue", + "osm_id": 10339790, + "osm_type": "way", + "row": 107 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4540114, + 36.6068975 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 100, + "name": "North Klein Avenue", + "osm_id": 10339807, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4544533, + 36.61235 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 99, + "name": "North Klein Avenue", + "osm_id": 10339810, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5568375, + 36.5587605 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 18, + "name": "South Academy Avenue", + "osm_id": 10339842, + "osm_type": "way", + "row": 127 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4784569, + 36.6406488 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 80, + "name": "East Clayton Avenue", + "osm_id": 10339886, + "osm_type": "way", + "row": 84 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4370672, + 36.5896619 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 113, + "name": "East Dinuba Avenue", + "osm_id": 10340053, + "osm_type": "way", + "row": 124 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4685243, + 36.6040747 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "South Kings River Road", + "osm_id": 10340135, + "osm_type": "way", + "row": 113 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5510623, + 36.7128858 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "2nd Street", + "osm_id": 10340173, + "osm_type": "way", + "row": 27 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5603295, + 36.7131351 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 15, + "name": "2nd Street", + "osm_id": 10340174, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5276568, + 36.6131392 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 41, + "name": "2nd Street", + "osm_id": 10340179, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5712185, + 36.7132347 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 7, + "name": "2nd Street", + "osm_id": 10340181, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5601566, + 36.7135039 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Church Avenue", + "osm_id": 10340198, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5555444, + 36.7139781 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 19, + "name": "Church Avenue", + "osm_id": 10340200, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5488436, + 36.7140412 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "Church Avenue", + "osm_id": 10340201, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5742487, + 36.7139559 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 4, + "name": "Church Avenue", + "osm_id": 10340202, + "osm_type": "way", + "row": 26 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.538604, + 36.7013024 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "South Madsen Avenue", + "osm_id": 10340249, + "osm_type": "way", + "row": 36 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5385912, + 36.7266419 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 33, + "name": "South Madsen Avenue", + "osm_id": 10340252, + "osm_type": "way", + "row": 16 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5594337, + 36.7157757 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 16, + "name": "Acacia Drive", + "osm_id": 10340292, + "osm_type": "way", + "row": 24 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.459917, + 36.6368888 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "Peter Avenue", + "osm_id": 10340293, + "osm_type": "way", + "row": 87 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4434397, + 36.6124769 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 108, + "name": "East Aspen Court", + "osm_id": 10340324, + "osm_type": "way", + "row": 106 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4710385, + 36.7269954 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 86, + "name": "East Lone Oak Avenue", + "osm_id": 10340325, + "osm_type": "way", + "row": 15 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4421741, + 36.6023008 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 109, + "name": "East 11th Street", + "osm_id": 10340358, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5239979, + 36.6060209 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "Progresso Avenue", + "osm_id": 10340359, + "osm_type": "way", + "row": 111 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4637153, + 36.5946138 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 92, + "name": "West Pelican Circle", + "osm_id": 10340380, + "osm_type": "way", + "row": 120 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4686516, + 36.6913526 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 88, + "name": "Central", + "osm_id": 10340387, + "osm_type": "way", + "row": 44 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4475821, + 36.5885557 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 105, + "name": "East Elizabeth Avenue", + "osm_id": 10340471, + "osm_type": "way", + "row": 125 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4453594, + 36.6032563 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 107, + "name": "East Linden Avenue", + "osm_id": 10340512, + "osm_type": "way", + "row": 114 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4166639, + 36.6844707 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 127, + "name": "Mountain Way", + "osm_id": 10340516, + "osm_type": "way", + "row": 49 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5448799, + 36.7060228 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Tucker Avenue", + "osm_id": 10340520, + "osm_type": "way", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5446897, + 36.7010279 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 28, + "name": "Tucker Avenue", + "osm_id": 10340521, + "osm_type": "way", + "row": 36 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5452866, + 36.6961291 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 27, + "name": "Tucker Avenue", + "osm_id": 10340522, + "osm_type": "way", + "row": 40 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4599305, + 36.7399083 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 95, + "name": "North Wilderness Drive", + "osm_id": 10340589, + "osm_type": "way", + "row": 5 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.4524963, + 36.5943211 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 101, + "name": "I Street", + "osm_id": 10340595, + "osm_type": "way", + "row": 121 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5243607, + 36.6139976 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 44, + "name": "I Street", + "osm_id": 10340596, + "osm_type": "way", + "row": 105 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5502685, + 36.7066193 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 23, + "name": "I Street", + "osm_id": 10340598, + "osm_type": "way", + "row": 32 + }, + "type": "Feature" + }, + { + "geometry": { + "coordinates": [ + -119.5488754, + 36.6976874 + ], + "type": "Point" + }, + "properties": { + "category": "highways", + "col": 25, + "name": "I Street", + "osm_id": 10340599, + "osm_type": "way", + "row": 39 + }, + "type": "Feature" + } + ], + "type": "FeatureCollection" +} diff --git a/data/source_assets/multi_hazard/drought/000018/panels/cross_source_comparison.png b/data/source_assets/multi_hazard/drought/000018/panels/cross_source_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..9f7076febd42d26416469d209f2c57d53f0af1a5 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/panels/cross_source_comparison.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68e4a53ae3e32158e1ce942155bdcc70be0cffb6e59a92c8e1f7f932e25aa5c0 +size 10184 diff --git a/data/source_assets/multi_hazard/drought/000018/panels/exposure_overlay.png b/data/source_assets/multi_hazard/drought/000018/panels/exposure_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..5ba6b8683ea87a3fb6fa2f0fd2f6585452b7245a --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/panels/exposure_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58c197d37c4406f25c38856cb335e56895af6becf90b293f420c75bcd22a18ec +size 53327 diff --git a/data/source_assets/multi_hazard/drought/000018/panels/primary_index_overlay.png b/data/source_assets/multi_hazard/drought/000018/panels/primary_index_overlay.png new file mode 100644 index 0000000000000000000000000000000000000000..e30a88ed44e8c24ccfd9138c7d6f99b9a777ef16 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/panels/primary_index_overlay.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a98e269483a1c169c5dd3abf331ab67ebfb4fc12c406deb262291f81484121f3 +size 2386 diff --git a/data/source_assets/multi_hazard/drought/000018/panels/rgb_pre_post.png b/data/source_assets/multi_hazard/drought/000018/panels/rgb_pre_post.png new file mode 100644 index 0000000000000000000000000000000000000000..a98d1b3ddb6f12960b72deb5755850c2e3659ede --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/panels/rgb_pre_post.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:904158d2acae7c0fd31a4ec4e896192b4ece76626d1900fccfe48696fbff9e64 +size 153161 diff --git a/data/source_assets/multi_hazard/drought/000018/quality_report.json b/data/source_assets/multi_hazard/drought/000018/quality_report.json new file mode 100644 index 0000000000000000000000000000000000000000..586a8e748e1516a72e69e93c11dd47b08d1b8121 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/quality_report.json @@ -0,0 +1,18 @@ +{ + "all_sources_ok": true, + "c05_exact_source_overlay": true, + "c05_overlay_completed_at": "2026-10-14T11:58:47Z", + "completed_at": "2026-05-17T04:46:38Z", + "derived_completed_at": "2026-10-14T12:03:58Z", + "derived_ok": true, + "domain": "drought", + "gapfilled_layers": [], + "nan_pct_max": 0.0, + "panels_completed_at": "2026-10-14T12:04:10Z", + "panels_ok": true, + "raw_nan_pct_max_before_gapfill": 0.0, + "sample_id": "sample_000018", + "scene_coverage_min": 1.0, + "source_count": 4, + "source_mode": "provider_exact_rebuild" +} diff --git a/data/source_assets/multi_hazard/drought/000018/questions/A.json b/data/source_assets/multi_hazard/drought/000018/questions/A.json new file mode 100644 index 0000000000000000000000000000000000000000..69b2611f77b484865251f264cdb5e1df941b992b --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/questions/A.json @@ -0,0 +1,44 @@ +{ + "available_handles": [ + "modis_ndvi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ComputeStats", + "TaskComplete" + ], + "case_id": "drought__000018__A", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "value": "float", + "units": "string" + }, + "evidence": { + "ndvi_z_score": "float", + "baseline_mean": "float" + } + }, + "family": "A", + "question_text": "What is the AOI-mean MODIS NDVI z-score for California Central Valley drought AOI 18 on 2024-08-15, using finite pixels in the declared target raster and the six declared same-season historical baseline observations?", + "sample_id": "drought__000018", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "anomaly_contract": { + "version": "drought_modis_raster_target_anomaly_v2", + "target_handle": "modis_ndvi__target", + "target_statistic": "arithmetic mean of finite AOI pixels", + "baseline": "six non-target values in modis_ndvi_anomaly.csv", + "standard_deviation": "sample standard deviation (ddof=1)", + "formula": "(target_aoi_mean - baseline_mean) / baseline_sample_std", + "target_date_source": "the single is_target=true baseline row", + "valid_ndvi_range": [ + -1.0, + 1.0 + ] + } +} diff --git a/data/source_assets/multi_hazard/drought/000018/questions/B.json b/data/source_assets/multi_hazard/drought/000018/questions/B.json new file mode 100644 index 0000000000000000000000000000000000000000..6e624943db21571a9d5c59e8c33d1b4bc8b5fddb --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/questions/B.json @@ -0,0 +1,84 @@ +{ + "available_handles": [ + "chirps_spi__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "TaskComplete" + ], + "case_id": "drought__000018__B", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "class": "string", + "dominant_fraction": "float" + }, + "evidence": { + "dominant_class": "string", + "by_class": { + "q1_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "null" + }, + "q2_mid_low_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q3_mid_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + }, + "q4_high_spi": { + "area_ha": "float", + "pixel_count": "integer", + "mean_value": "float" + } + }, + "analysis_scope": "string", + "mask_pixel_count": "null", + "classification_contract": "string" + } + }, + "family": "B", + "question_text": "What is the dominant train-relative CHIRPS SPI pixel quartile over California Central Valley drought AOI 18 on 2024-08-15?", + "sample_id": "drought__000018", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 4, + "tool_budget_min": 4, + "classification_contract": { + "version": "drought_train_relative_spi_quartiles_v2", + "source_handle": "chirps_spi__target", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count": 294912, + "intervals": { + "q1_low_spi": [ + -1e+30, + -0.1381913721561432 + ], + "q2_mid_low_spi": [ + -0.1381913721561432, + 0.6701323390007019 + ], + "q3_mid_high_spi": [ + 0.6701323390007019, + 1.3935534954071045 + ], + "q4_high_spi": [ + 1.3935534954071045, + 1e+30 + ] + }, + "interval_rule": "lower-inclusive, upper-exclusive", + "analysis_scope": "all finite AOI pixels", + "dominance": "maximum pixel count; ties use declared class order", + "interpretation": "benchmark-relative SPI quartiles, not universal drought severity" + } +} diff --git a/data/source_assets/multi_hazard/drought/000018/questions/C.json b/data/source_assets/multi_hazard/drought/000018/questions/C.json new file mode 100644 index 0000000000000000000000000000000000000000..c425111dbb4ecdb7d376866dd33832c083a36cda --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/questions/C.json @@ -0,0 +1,87 @@ +{ + "available_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "CompareSources", + "TaskComplete" + ], + "case_id": "drought__000018__C", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string" + }, + "evidence": { + "agree": "bool", + "metric": "string", + "median_pairwise_iou": "float", + "minimum_iou": "float", + "verdict": "string", + "thresholds": { + "chirps_spi__target": "float", + "modis_ndvi__target": "float", + "era5_soil_moisture__target": "float" + }, + "threshold_fit_split": "string", + "stress_mask_contract": "string", + "pairwise_iou": { + "chirps_spi__modis_ndvi": "float", + "chirps_spi__era5_soil_moisture": "float", + "modis_ndvi__era5_soil_moisture": "float" + }, + "per_source": { + "chirps_spi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "modis_ndvi": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + }, + "era5_soil_moisture": { + "handle": "string", + "area_ha": "float", + "scale_m": "integer", + "units": "string" + } + } + } + }, + "family": "C", + "question_text": "Do the train-relative bottom-quartile CHIRPS SPI, MODIS NDVI, and ERA5 soil-moisture stress masks reach median pairwise IoU 0.30 for California Central Valley drought AOI 18?", + "sample_id": "drought__000018", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 5, + "tool_budget_min": 5, + "agreement_contract": { + "version": "drought_train_relative_stress_iou_v2", + "source_handles": [ + "chirps_spi__target", + "modis_ndvi__target", + "era5_soil_moisture__target" + ], + "mask_rule": "source pixel < that source's training-pixel q25", + "fit_split": "train", + "fit_aoi_count": 18, + "fit_valid_pixel_count_per_source": 294912, + "pair_metric": "intersection over union on common valid co-registered cells", + "aggregate": "median of three rounded pairwise IoUs", + "minimum_iou": 0.3, + "empty_union_rule": "IoU=1 when both source masks are empty" + } +} diff --git a/data/source_assets/multi_hazard/drought/000018/questions/D.json b/data/source_assets/multi_hazard/drought/000018/questions/D.json new file mode 100644 index 0000000000000000000000000000000000000000..fa764b915f4398997b28adda0960be1a13588cbe --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/questions/D.json @@ -0,0 +1,56 @@ +{ + "available_handles": [ + "low_chirps_spi" + ], + "available_tools": [ + "ReadData", + "PrepareScene", + "ScoreHazard", + "EstimateExposure", + "TaskComplete" + ], + "case_id": "drought__000018__D", + "domain": "drought", + "expected_answer_shape": { + "status": "string", + "answer": { + "schools_in_footprint": "integer" + }, + "evidence": { + "population_within_footprint": "float", + "population_source": "string", + "footprint_area_ha": "float", + "critical_infrastructure": { + "schools": { + "in_footprint": "integer", + "in_buffer": "integer", + "nearest": { + "name": "null", + "distance_m": "null" + } + } + }, + "footprint_handle": "string", + "distance_method": "string", + "asset_geometry_contract": "string" + } + }, + "family": "D", + "question_text": "How many schools are inside the train-relative bottom-quartile CHIRPS SPI footprint for California Central Valley drought AOI 18?", + "sample_id": "drought__000018", + "schema_version": "geodisaster_multi_hazard_question_v2", + "source_mode": "provider_exact_rebuild", + "tool_budget_max": 6, + "tool_budget_min": 6, + "exposure_contract": { + "version": "drought_school_low_spi_exposure_v2", + "footprint_handle": "low_chirps_spi", + "footprint_derivation": "chirps_spi__target < training-pixel q25", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "requested_asset": "one representative point per cached OSM school feature", + "membership": "authoritative GeoJSON representative point maps to a positive raster cell", + "context_buffer_m": 5000, + "distance_method": "local azimuthal-equidistant distance to positive cell centers" + } +} diff --git a/data/source_assets/multi_hazard/drought/000018/rasters/chirps_spi__target.json b/data/source_assets/multi_hazard/drought/000018/rasters/chirps_spi__target.json new file mode 100644 index 0000000000000000000000000000000000000000..bac76d729a65ced5501d1122e2056098e245a412 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/rasters/chirps_spi__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:11Z", + "geotiff_path": "source_assets/multi_hazard/drought/000018/rasters/chirps_spi__target.tif", + "handle": "chirps_spi__target", + "modality": "chirps_spi", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 5500, + "scene_coverage": 1.0, + "sha256": "84ffffcac6d6f90ad9579ccaa3ac59cf1280983540301ea0c7842fdb5af0bbda", + "shape": [ + 128, + 128 + ], + "source": "UCSB-CHG/CHIRPS/DAILY same-window z-score", + "source_mode": "gee_live", + "units": "z_score" +} diff --git a/data/source_assets/multi_hazard/drought/000018/rasters/chirps_spi__target.tif b/data/source_assets/multi_hazard/drought/000018/rasters/chirps_spi__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..7cada50914c11e421a6057784b6a2ba3a1888248 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000018/rasters/chirps_spi__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000018/rasters/era5_soil_moisture__target.json b/data/source_assets/multi_hazard/drought/000018/rasters/era5_soil_moisture__target.json new file mode 100644 index 0000000000000000000000000000000000000000..bebe40417156507aae81796e685de49ab1ffdcef --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/rasters/era5_soil_moisture__target.json @@ -0,0 +1,24 @@ +{ + "acquisition_dates": [ + "2024-07-30", + "2024-08-31" + ], + "clear_fraction_in_aoi": null, + "fetched_at_build_time": "2026-05-17T04:46:13Z", + "geotiff_path": "source_assets/multi_hazard/drought/000018/rasters/era5_soil_moisture__target.tif", + "handle": "era5_soil_moisture__target", + "modality": "era5_soil_moisture", + "n_bands": 1, + "nan_pct": 0.0, + "raw_nan_pct_before_gapfill": 0.0, + "scale_m": 9000, + "scene_coverage": 1.0, + "sha256": "b433add4735ddfb037f6f1aeabbfa12e45e2330570f0367c56d788de676e7392", + "shape": [ + 128, + 128 + ], + "source": "ECMWF/ERA5_LAND/DAILY_AGGR volumetric_soil_water_layer_1", + "source_mode": "gee_live", + "units": "m3_m3" +} diff --git a/data/source_assets/multi_hazard/drought/000018/rasters/era5_soil_moisture__target.tif b/data/source_assets/multi_hazard/drought/000018/rasters/era5_soil_moisture__target.tif new file mode 100644 index 0000000000000000000000000000000000000000..deba12b12dd17d08876d462487f0e6b0961e91f7 Binary files /dev/null and b/data/source_assets/multi_hazard/drought/000018/rasters/era5_soil_moisture__target.tif differ diff --git a/data/source_assets/multi_hazard/drought/000018/rasters/low_chirps_spi.json b/data/source_assets/multi_hazard/drought/000018/rasters/low_chirps_spi.json new file mode 100644 index 0000000000000000000000000000000000000000..9dbe479904cbe44df68075d922b7a99f85ed7d61 --- /dev/null +++ b/data/source_assets/multi_hazard/drought/000018/rasters/low_chirps_spi.json @@ -0,0 +1,26 @@ +{ + "constant": true, + "derived_from": [ + "chirps_spi__target", + "drought/000018/drought_normalization.json" + ], + "formula": "chirps_spi < train_pixel_q25", + "geotiff_path": "source_assets/multi_hazard/drought/000018/rasters/low_chirps_spi.tif", + "handle": "low_chirps_spi", + "maximum": 0.0, + "minimum": 0.0, + "modality": "train_relative_low_chirps_spi_footprint", + "scale_m": 5500, + "schema_version": "geodisaster_derived_sidecar_v2", + "sha256": "22ebdd9aecf05bbbb80f13e4667abf47b235001111de4ab88cc092d0e0861b26", + "shape": [ + 128, + 128 + ], + "source": "derived from CHIRPS SPI and train-only normalization", + "source_mode": "provider_exact_rebuild", + "threshold": -0.1381913721561432, + "threshold_fit_split": "train", + "units": "binary", + "valid_fraction": 1.0 +}