galileo-tiny-patch8/preprocessor_config.json

{
  "processor_class": "GalileoProcessor",
  "normalize": true,
  "default_month": 6,
  "patch_size": 8,
  "auto_map": {
    "AutoProcessor": "processing_galileo.GalileoProcessor"
  },
  "s1_bands": [
    "VV",
    "VH"
  ],
  "s2_bands": [
    "B2",
    "B3",
    "B4",
    "B5",
    "B6",
    "B7",
    "B8",
    "B8A",
    "B11",
    "B12"
  ],
  "era5_bands": [
    "temperature_2m",
    "total_precipitation_sum"
  ],
  "tc_bands": [
    "def",
    "soil",
    "aet"
  ],
  "viirs_bands": [
    "avg_rad"
  ],
  "srtm_bands": [
    "elevation",
    "slope"
  ],
  "dw_bands": [
    "DW_water",
    "DW_trees",
    "DW_grass",
    "DW_flooded_vegetation",
    "DW_crops",
    "DW_shrub_and_scrub",
    "DW_built",
    "DW_bare",
    "DW_snow_and_ice"
  ],
  "wc_bands": [
    "WC_temporarycrops",
    "WC_maize",
    "WC_wintercereals",
    "WC_springcereals",
    "WC_irrigation"
  ],
  "landscan_bands": [
    "b1"
  ],
  "location_bands": [
    "x",
    "y",
    "z"
  ],
  "space_time_band_groups": {
    "S1": [
      "VV",
      "VH"
    ],
    "S2_RGB": [
      "B2",
      "B3",
      "B4"
    ],
    "S2_Red_Edge": [
      "B5",
      "B6",
      "B7"
    ],
    "S2_NIR_10m": [
      "B8"
    ],
    "S2_NIR_20m": [
      "B8A"
    ],
    "S2_SWIR": [
      "B11",
      "B12"
    ],
    "NDVI": [
      "NDVI"
    ]
  },
  "time_band_groups": {
    "ERA5": [
      "temperature_2m",
      "total_precipitation_sum"
    ],
    "TC": [
      "def",
      "soil",
      "aet"
    ],
    "VIIRS": [
      "avg_rad"
    ]
  },
  "space_band_groups": {
    "SRTM": [
      "elevation",
      "slope"
    ],
    "DW": [
      "DW_water",
      "DW_trees",
      "DW_grass",
      "DW_flooded_vegetation",
      "DW_crops",
      "DW_shrub_and_scrub",
      "DW_built",
      "DW_bare",
      "DW_snow_and_ice"
    ],
    "WC": [
      "WC_temporarycrops",
      "WC_maize",
      "WC_wintercereals",
      "WC_springcereals",
      "WC_irrigation"
    ]
  },
  "pretraining_normalizing_dict": {
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      "mean": [
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        1338.4026921784578,
        1343.09883810357,
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        0.2892116502999044
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      "std": [
        4.887145774840316,
        5.730270320384293,
        917.7041440370853,
        913.2988423581528,
        1092.678723527555,
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        1204.472755085893,
        1145.9774063078878,
        980.2429840007796,
        0.2720939024500081
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    },
    "16": {
      "mean": [
        673.0152819503361,
        5.930092668915115,
        0.10470439140978786,
        0.23965913270066183,
        0.08158044385860364,
        0.04246976254259546,
        0.11304392863520317,
        0.17329647890362473,
        0.0698981691616277,
        0.12130267132802142,
        0.04671318615236216,
        10.973119802517362,
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        1.6991394232855903,
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        1.3671352688259548
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      "std": [
        983.0697298296237,
        8.167406789813247,
        0.18771647977504985,
        0.2368313455675914,
        0.08024268534756586,
        0.04045374496146404,
        0.11350342472061795,
        0.1279898111718168,
        0.12042341550438586,
        0.13602408145504347,
        0.043971116096060345,
        31.255340146970997,
        10.395974878206689,
        12.92380617159917,
        1.9285254295940466,
        11.612179775408928
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    },
    "6": {
      "mean": [
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        0.08554303677156568,
        657.3181260091111,
        692.1291795806885,
        562.781331880633,
        1.5647115934036673
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      "std": [
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        0.11669547098151486,
        704.0008695557707,
        925.0116126406431,
        453.2434022278578,
        7.513020170832818
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    },
    "18": {
      "mean": [
        188.20315880851746,
        0.2804946561574936,
        0.11371652073860168,
        0.058778801321983334,
        0.10474256777763366,
        0.2396918488264084,
        0.08152248692512512,
        0.04248040814399719,
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        0.17326324067115784,
        0.06998309404850006,
        0.12122812910079957,
        0.04671641788482666,
        10.98456594619751,
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        1.3602827312469483
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      "std": [
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        0.7021637331734328,
        0.36528892213195063,
        0.17470213191865785,
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        0.0660782470089761,
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        5.715238079725388,
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        7.754429123862099
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    }
  }
}