| {
|
| "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
|
| } |
