| { |
| "protocol_id": "eo-independent-reconstruction-v1", |
| "status": "defined_not_materialized", |
| "training_scope": "independent_datasets", |
| "shared_processing_policy": { |
| "modalities": ["hls", "lst_hr"], |
| "shape": {"hls": [6, 256, 256], "lst_hr": [1, 256, 256]}, |
| "dtype": "float32", |
| "hls_band_order": ["Blue", "Green", "Red", "NIR", "SWIR1", "SWIR2"], |
| "hls_fmask_fill": 255, |
| "hls_bad_fmask_bits": 14, |
| "hls_mask_rule": "source_valid AND all_bands_not_fill AND fmask!=255 AND (fmask&14)==0", |
| "lst_mask_rule": "source_valid_if_present AND raw_not_source_fill", |
| "remove_zero_as_nodata": false, |
| "extra_snow_water_aerosol_exclusion": false, |
| "normalization": { |
| "method": "fixed_zscore", |
| "fit_split": "train", |
| "parameter_scope": ["dataset_id", "modality", "split_hash"], |
| "hls": "per_band", |
| "lst_hr": "one_channel_global", |
| "weighting": "equal_training_samples_and_equal_valid_pixels_within_each_sample", |
| "per_image_fitting": false, |
| "clip": false, |
| "invalid_fill_after_normalization": 0.0, |
| "train_only": true, |
| "physical_unit_required_for_physical_metrics": true |
| }, |
| "augmentation": {"geometric": false, "synthetic_noise": false}, |
| "sampling": "uniform_shuffle_over_eligible_modality_samples", |
| "hls_repeat_per_lst_month_for_independent_training": false, |
| "model_specific_resizing_or_normalization": false, |
| "prithvi_time_dimension": "length_one_layout_only", |
| "loss_reduction": "mean_of_per_sample_valid_element_means", |
| "all_invalid_sample": "exclude_for_that_modality_and_log", |
| "expose_provenance_to_model_automatically": false |
| }, |
| "datasets": { |
| "prithvi": { |
| "root": "prithvi_data", |
| "index_source": "actual_file_inventory", |
| "sample_key": ["source_split", "tile", "obs_idx", "row", "col"], |
| "splits": ["train", "val"], |
| "hls_array": "bands.npy", |
| "hls_fmask": "fmask.npy", |
| "hls_scale": 0.0001, |
| "hls_fill_candidates": [-9999, -32767, -32768], |
| "lst_hr_array": "lst.npy", |
| "lst_observed_fill": -32767, |
| "lst_recorded_scale_divisor": 100, |
| "lst_physical_unit": null, |
| "lst_baseline_statistics_space": "raw_int16_as_float_until_physical_decode_confirmed" |
| }, |
| "lstsr_tb": { |
| "upload_root": "lstsr_tb_final_upload_20260721", |
| "root": "data_inspection/extracted_metadata/lstsr_tb_final_dataset_20260719", |
| "index_source": "phase4_dataset_manifest.csv", |
| "hls_manifest": "hls_l8_conditions_2019_2025_lc08/hls_condition_manifest.csv", |
| "splits": ["train", "val", "test"], |
| "hls_sample_key": ["sequence_id"], |
| "lst_hr_sample_key": ["sequence_id", "available_month"], |
| "hls_array_key": "hls_reflectance_i16", |
| "hls_valid_key": "hls_valid", |
| "hls_fmask_key": "hls_fmask", |
| "hls_scale": 0.0001, |
| "hls_nodata": -32768, |
| "lst_hr_array_key": "hr_lst", |
| "lst_hr_valid_key": "hr_valid", |
| "lst_nodata": -32768, |
| "lst_physical_unit": null, |
| "lst_baseline_statistics_space": "raw_int16_as_float_until_physical_decode_confirmed", |
| "availability_rule": "manifest_available_months_AND_nonempty_hr_valid", |
| "require_complete_twelve_months": false, |
| "lst_lr_in_current_baseline": false |
| } |
| }, |
| "normalization_profiles": ["prithvi/hls", "prithvi/lst_hr", "lstsr_tb/hls", "lstsr_tb/lst_hr"], |
| "model_architectures_per_profile": ["vae", "prithvi_architecture_vae"], |
| "run_count": 8, |
| "frozen_normalization_files": [], |
| "training_started": false |
| } |
|
|
