# These are configuration parameters that can be set by users
# The parameters enable access to the cloud collections

sources:
    DEAFRICA                :
        s3_class            : ["deafrica_cube", "stac_cube", "eo_cube",
                               "raster_cube"]
        service             : "STAC"
        url                 : "https://explorer.digitalearth.africa/stac/"
        collections         :
            ALOS-PALSAR-MOSAIC  :
                bands       :
                    HH  : &deafrica_alos_25m
                        missing_value  : 0
                        minimum_value  : 0
                        maximum_value  : 65534
                        scale_factor   : 1
                        offset_value   : 0
                        resolution     : 25
                        band_name      : "hh"
                        data_type      : "FLT4S"
                    HV  :
                        <<: *deafrica_alos_25m
                        band_name     : "hv"
                    CLOUD:
                        band_name: "mask"
                        resolution: 10
                        data_type: "INT1U"
                        bit_mask: true
                        values:
                            0    : "no_data"
                            50   : "water"
                            100  : "lay_over"
                            150  : "shadowing"
                            255  : "land"
                        interp_values: [0, 150]
                satellite   : "PALSAR"
                sensor      : "ALOS"
                access_vars:
                    AWS_DEFAULT_REGION: "af-south-1"
                    AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST: true
                collection_name: "alos_palsar_mosaic"
                sar_cube : true
                open_data: true
                open_data_token: false
                metadata_search: "feature"
                ext_tolerance: 0
                grid_system : "NoTilingSystem"
                dates: "2007 to 2022"

            DEM-COP-30      :
                bands:
                    ELEVATION:
                        band_name     : "elevation"
                        resolution    : 30
                        data_type     : "FLT4S"
                        missing_value : -32768
                        minimum_value : -32767
                        maximum_value : 65534
                        scale_factor  : 1
                        offset_value  : 0
                        resampling    : "bilinear"
                satellite       : "COP-DEM"
                sensor          : "30"
                collection_name : "dem_cop_30"
                access_vars     :
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                open_data       : true
                open_data_token : false
                metadata_search : "tile"
                ext_tolerance   : 0
                grid_system     : "DEM-GRID-SYSTEM"
                dates: "2019"

            LS5-SR          :
                bands       :
                    B01     : &deafrica_ls5_30m
                        band_name     : "SR_B1"
                        resolution    : 30
                        data_type     : "INT2U"
                        missing_value : 0
                        minimum_value : 1
                        maximum_value : 65455
                        scale_factor  : 2.75e-05
                        offset_value  : -0.2
                        resampling    : "bilinear"
                    B02     :
                        <<: *deafrica_ls5_30m
                        band_name: "SR_B2"
                    B03     :
                        <<: *deafrica_ls5_30m
                        band_name: "SR_B3"
                    B04     :
                        <<: *deafrica_ls5_30m
                        band_name: "SR_B4"
                    B05     :
                        <<: *deafrica_ls5_30m
                        band_name: "SR_B5"
                    B07     :
                        <<: *deafrica_ls5_30m
                        band_name: "SR_B7"
                    CLOUD   :
                        band_name  : "QA_PIXEL"
                        resolution : 30
                        data_type  : "INT2U"
                        bit_mask   : true
                        values :
                            0  : "missing_data"
                            1  : "Dilated Cloud"
                            2  : "Unused"
                            3  : "Cloud"
                            4  : "Cloud Shadow"
                            5  : "Snow"
                            6  : "Clear"
                            7  : "Water"
                            8  : "Cloud Confidence"
                            9  : "Cloud Confidence"
                            10 : "Cloud Shadow Confidence"
                            11 : "Cloud Shadow Confidence"
                            12 : "Snow/Ice Confidence"
                            13 : "Snow/Ice Confidence"
                            14 : "Unused"
                            15 : "Unused"
                        interp_values: [0, 1, 3, 4]
                satellite   : "LANDSAT-5"
                sensor      : "TM-MSS"
                collection_name : "ls5_sr"
                access_vars     :
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                open_data       : true
                open_data_token : false
                metadata_search : "tile"
                ext_tolerance   : 0
                grid_system     : "WRS-2"
                dates: "1984 to 2011"
            LS7-SR          :
                bands     :
                    B01   : &deafrica_ls7_30m
                        band_name     : "SR_B1"
                        resolution    : 30
                        data_type     : "INT2U"
                        missing_value : 0
                        minimum_value : 1
                        maximum_value : 65455
                        scale_factor  : 2.75e-05
                        offset_value  : -0.2
                        resampling    : "bilinear"
                    B02   :
                        <<: *deafrica_ls7_30m
                        band_name: "SR_B2"
                    B03   :
                        <<: *deafrica_ls7_30m
                        band_name: "SR_B3"
                    B04   :
                        <<: *deafrica_ls7_30m
                        band_name: "SR_B4"
                    B05   :
                        <<: *deafrica_ls7_30m
                        band_name: "SR_B5"
                    B07   :
                        <<: *deafrica_ls7_30m
                        band_name: "SR_B7"
                    CLOUD :
                        band_name  : "QA_PIXEL"
                        resolution : 30
                        data_type  : "INT2U"
                        bit_mask   : true
                        values :
                            0  : "missing_data"
                            1  : "Dilated Cloud"
                            2  : "Unused"
                            3  : "Cloud"
                            4  : "Cloud Shadow"
                            5  : "Snow"
                            6  : "Clear"
                            7  : "Water"
                            8  : "Cloud Confidence"
                            9  : "Cloud Confidence"
                            10 : "Cloud Shadow Confidence"
                            11 : "Cloud Shadow Confidence"
                            12 : "Snow/Ice Confidence"
                            13 : "Snow/Ice Confidence"
                            14 : "Unused"
                            15 : "Unused"
                        interp_values: [0, 1, 3, 4]
                satellite : "LANDSAT-7"
                sensor    : "ETM"
                collection_name : "ls7_sr"
                access_vars     :
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                open_data       : true
                open_data_token : false
                metadata_search : "tile"
                ext_tolerance   : 0
                grid_system     : "WRS-2"
                dates: "1999 to 2024"
            LS8-SR          : &deafrica_l8
                bands       :
                    B01     : &deafrica_oli_30m
                        missing_value : 0
                        minimum_value : 7273
                        maximum_value : 43636
                        scale_factor  : 0.0000275
                        offset_value  : -0.2
                        resampling    : "bilinear"
                        resolution    : 30
                        band_name     : "SR_B1"
                        data_type     : "INT2U"
                    B02     :
                        <<: *deafrica_oli_30m
                        band_name     : "SR_B2"
                    B03     :
                        <<: *deafrica_oli_30m
                        band_name     : "SR_B3"
                    B04     :
                        <<: *deafrica_oli_30m
                        band_name     : "SR_B4"
                    B05     :
                        <<: *deafrica_oli_30m
                        band_name     : "SR_B5"
                    B06     :
                        <<: *deafrica_oli_30m
                        band_name     : "SR_B6"
                    B07     :
                        <<: *deafrica_oli_30m
                        band_name     : "SR_B7"
                    CLOUD   :
                        bit_mask      : true
                        band_name     : "QA_PIXEL"
                        values        :
                            0         : "missing_data"
                            1         : "Dilated Cloud"
                            2         : "High confidence cirrus"
                            4         : "High confidence cloud shadow"
                            5         : "High confidence snow cover"
                            6         : "Clear"
                            7         : "Water"
                            9         : "High confidence of cloud"
                            11        : "High confidence of cloud shadow"
                            13        : "High confidence of snow"
                            15        : "High confidence of cirrus"
                        interp_values : [0, 1, 2, 3, 4]
                        resampling    : "near"
                        resolution    : 30
                        data_type     : "INT2U"
                satellite   : "LANDSAT-8"
                sensor      : "OLI"
                collection_name: "ls8_sr"
                access_vars :
                    AWS_DEFAULT_REGION: "af-south-1"
                    AWS_S3_ENDPOINT   : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST: true
                open_data: true
                open_data_token: false
                metadata_search : "tile"
                ext_tolerance: 0
                grid_system  : "WRS-2"
                dates: "2013 to 2024"
            LS9-SR          :
                bands:
                    B01: &deafrica_ls9_30m
                        band_name     : "SR_B1"
                        resolution    : 30
                        data_type     : "INT2U"
                        missing_value : 0
                        minimum_value : 1
                        maximum_value : 65455
                        scale_factor  : 2.75e-05
                        offset_value  : -0.2
                        resampling    : "bilinear"
                    B02:
                        <<: *deafrica_ls9_30m
                        band_name: "SR_B2"
                    B03:
                        <<: *deafrica_ls9_30m
                        band_name: "SR_B3"
                    B04:
                        <<: *deafrica_ls9_30m
                        band_name: "SR_B4"
                    B05:
                        <<: *deafrica_ls9_30m
                        band_name: "SR_B5"
                    B06:
                        <<: *deafrica_ls9_30m
                        band_name: "SR_B6"
                    B07:
                        <<: *deafrica_ls9_30m
                        band_name: "SR_B7"
                    CLOUD:
                        band_name  : "QA_PIXEL"
                        resolution : 30
                        data_type  : "INT2U"
                        bit_mask   : true
                        values     :
                            0         : "missing_data"
                            1         : "Dilated Cloud"
                            2         : "Cirrus"
                            3         : "Cloud"
                            4         : "Cloud Shadow"
                            5         : "Snow"
                            6         : "Clear"
                            7         : "Water"
                            8         : "Cloud Confidence"
                            9         : "Cloud Confidence"
                            10        : "Cloud Shadow Confidence"
                            11        : "Cloud Shadow Confidence"
                            12        : "Snow/Ice Confidence"
                            13        : "Snow/Ice Confidence"
                            14        : "Cirrus Confidence"
                            15        : "Cirrus Confidence"
                        interp_values : [0, 1, 2, 3, 4, 9, 11, 15]
                satellite       : "LANDSAT-9"
                sensor          : "OLI"
                collection_name : "ls9_sr"
                access_vars     :
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                open_data       : true
                open_data_token : false
                metadata_search : "tile"
                ext_tolerance   : 0
                grid_system     : "WRS-2"
                dates           : "2021 to 2024"

            NDVI-ANOMALY    :
                bands       :
                    NDVI-MEAN : &deafrica_ndvi_anomaly_30m
                        band_name      : "ndvi_mean"
                        resolution     : 30
                        data_type      : "FLT4S"
                        missing_value  : -32768
                        minimum_value  : 0
                        maximum_value  : 1
                        scale_factor   : 1
                        offset_value   : 0
                        resampling     : "bilinear"
                    NDVI-STD-ANOMALY:
                        <<: *deafrica_ndvi_anomaly_30m
                        band_name      : "ndvi_std_anomaly"
                satellite       : "LANDSAT-SENTINEL"
                sensor          : "OLI-MSI"
                collection_name : "ndvi_anomaly"
                access_vars:
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                open_data       : true
                open_data_token : false
                metadata_search : "tile"
                ext_tolerance   : 0
                grid_system     : "DEA-GRID"
                dates           : "2017 to 2024"
            RAINFALL-CHIRPS-DAILY    :
                bands:
                    RAINFALL:
                        band_name     : "rainfall"
                        resolution    : 5000
                        data_type     : "FLT4S"
                        missing_value : -9999
                        minimum_value : 0
                        maximum_value : 10000
                        scale_factor  : 1
                        offset_value  : 0
                        resampling    : "bilinear"
                satellite       : "CHIRPS"
                sensor          : "CHIRPS"
                collection_name : "rainfall_chirps_daily"
                access_vars     :
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                open_data       : true
                open_data_token : false
                metadata_search : "feature"
                ext_tolerance   : 0
                grid_system     : "DEA-GRID"
                dates           : "1981 to 2024"
            RAINFALL-CHIRPS-MONTHLY  :
                bands:
                    RAINFALL:
                        band_name     : "rainfall"
                        resolution    : 5000
                        data_type     : "FLT4S"
                        missing_value : -9999
                        minimum_value : 0
                        maximum_value : 10000
                        scale_factor  : 1
                        offset_value  : 0
                        resampling    : "bilinear"
                satellite       : "CHIRPS"
                sensor          : "CHIRPS"
                collection_name : "rainfall_chirps_monthly"
                access_vars     :
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                open_data       : true
                open_data_token : false
                metadata_search : "feature"
                ext_tolerance   : 0
                grid_system     : "DEA-GRID"
                dates           : "1981 to 2024"

            SENTINEL-1-RTC  :
                bands       :
                    VV      : &deafrica_rtc_20m
                        missing_value : -32768.0
                        minimum_value : 0
                        maximum_value : 65534
                        scale_factor  : 1
                        offset_value  : 0
                        resolution    : 20
                        band_name     : "VV"
                        data_type     : "FLT4S"
                    VH      :
                        <<: *deafrica_rtc_20m
                        band_name     : "VH"
                satellite   : "SENTINEL-1"
                sensor      : "RTC"
                platforms   :
                    SENTINEL-1A: "sentinel-1a"
                    SENTINEL-1B: "sentinel-1b"
                orbits      : ["ascending", "descending"]
                access_vars :
                    AWS_DEFAULT_REGION  : "af-south-1"
                    AWS_S3_ENDPOINT     : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST : true
                collection_name : "s1_rtc"
                sar_cube        : true
                open_data       : true
                open_data_token : false
                metadata_search : "tile"
                ext_tolerance   : 0
                grid_system     : "DEA-GRID"
                dates           : "2018 to 2024"
            SENTINEL-2-L2A  :
                bands       :
                    B01     : &deafrica_msi_60m
                        missing_value : -9999
                        minimum_value : 0
                        maximum_value : 10000
                        scale_factor  : 0.0001
                        offset_value  : 0
                        resolution    :  60
                        band_name     : "B01"
                        data_type     : "INT2S"
                    B02     : &deafrica_msi_10m
                        missing_value : -9999
                        minimum_value : 0
                        maximum_value : 10000
                        scale_factor  : 0.0001
                        offset_value  : 0
                        resolution    :  10
                        band_name     : "B02"
                        data_type     : "INT2S"
                    B03     :
                        <<: *deafrica_msi_10m
                        band_name     : "B03"
                    B04     :
                        <<: *deafrica_msi_10m
                        band_name     : "B04"
                    B05     : &deafrica_msi_20m
                        missing_value : -9999
                        minimum_value : 0
                        maximum_value : 10000
                        scale_factor  : 0.0001
                        offset_value  : 0
                        resolution    :  20
                        band_name     : "B05"
                        data_type     : "INT2S"
                    B06     :
                        <<: *deafrica_msi_20m
                        band_name     : "B06"
                    B07     :
                        <<: *deafrica_msi_20m
                        band_name     : "B07"
                    B08     :
                        <<: *deafrica_msi_10m
                        band_name     : "B08"
                    B8A     :
                        <<: *deafrica_msi_20m
                        band_name     : "B8A"
                    B09     :
                        <<: *deafrica_msi_60m
                        band_name     : "B09"
                    B11     :
                        <<: *deafrica_msi_20m
                        band_name     : "B11"
                    B12     :
                        <<: *deafrica_msi_20m
                        band_name     : "B12"
                    CLOUD   :
                        bit_mask      : false
                        band_name     : "SCL"
                        values        :
                            0         : "missing_data"
                            1         : "defective pixel"
                            2         : "shadows"
                            3         : "cloud shadows"
                            4         : "vegetation"
                            5         : "non-vegetated"
                            6         : "water"
                            7         : "unclassified"
                            8         : "cloud medium"
                            9         : "cloud high"
                            10        : "thin cirrus"
                            11        : "snow or ice"
                        interp_values : [0, 1, 2, 3, 8, 9, 10]
                        resolution   :  20
                        data_type    : "INT1U"
                satellite   : "SENTINEL-2"
                sensor      : "MSI"
                platforms   :
                    SENTINEL-2A: "sentinel-2a"
                    SENTINEL-2B: "sentinel-2b"
                collection_name: "s2_l2a"
                access_vars :
                    AWS_DEFAULT_REGION: "af-south-1"
                    AWS_S3_ENDPOINT   : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST: true
                open_data: true
                open_data_token: false
                metadata_search : "tile"
                ext_tolerance: 0
                grid_system : "MGRS"
                dates       : "2016 to 2024"

            GM-LS8-LS9-ANNUAL :
                bands:
                    B02:  &deafrica_ls_gm_annual_30m
                        band_name     : "SR_B2"
                        resolution    : 30
                        data_type     : "INT2U"
                        missing_value : 0
                        minimum_value : 1
                        maximum_value : 65455
                        scale_factor  : 0.0001
                        offset_value  : 0
                        resampling    : "bilinear"
                    B03:
                        <<: *deafrica_ls_gm_annual_30m
                        band_name: "SR_B3"
                    B04:
                        <<: *deafrica_ls_gm_annual_30m
                        band_name: "SR_B4"
                    B05:
                        <<: *deafrica_ls_gm_annual_30m
                        band_name: "SR_B5"
                    B06:
                        <<: *deafrica_ls_gm_annual_30m
                        band_name: "SR_B6"
                    B07:
                        <<: *deafrica_ls_gm_annual_30m
                        band_name: "SR_B7"
                    EMAD:  &deafrica_ls_gm_annual_metrics_30m
                        band_name     : "EMAD"
                        resolution    : 10
                        data_type     : "FLT4S"
                        missing_value : -3.402823466385288e+37
                        minimum_value : -3.402823466385288e+37
                        maximum_value : 1.7014118346015974e+37
                        scale_factor  : 1
                        offset_value  : 0
                        resampling    : "bilinear"
                    SMAD:
                        <<: *deafrica_ls_gm_annual_metrics_30m
                        band_name     : "SMAD"
                    BCMAD:
                        <<: *deafrica_ls_gm_annual_metrics_30m
                        band_name: "BCMAD"
                satellite: "LANDSAT"
                sensor: "OLI"
                collection_name: "gm_ls8_ls9_annual"
                access_vars:
                    AWS_DEFAULT_REGION : "af-south-1"
                    AWS_S3_ENDPOINT    : "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST: true
                open_data      : true
                open_data_token: false
                metadata_search: "tile"
                ext_tolerance  : 0
                grid_system    : "WRS-2"
                dates          : "2021 to 2022"
            GM-S2-ANNUAL      :
                bands:
                    B02:    &deafrica_sentinel_gm_annual_10m
                        band_name      : "B02"
                        resolution     : 10
                        data_type      : "INT2U"
                        missing_value  : 0
                        minimum_value  : 1
                        maximum_value  : 65455
                        scale_factor   : 0.0001
                        offset_value   : 0
                        resampling     : "bilinear"
                    B03:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B03"
                    B04:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B04"
                    B05:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B05"
                    B06:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B06"
                    B07:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B07"
                    B08:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B08"
                    B11:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B11"
                    B12:
                        <<: *deafrica_sentinel_gm_annual_10m
                    B8A:
                        <<: *deafrica_sentinel_gm_annual_10m
                        band_name: "B8A"
                    EMAD:  &deafrica_sentinel_gm_annual_metrics_10m
                        band_name     : "EMAD"
                        resolution    : 10
                        data_type     : "FLT4S"
                        missing_value : -3.402823466385288e+37
                        minimum_value : -3.402823466385288e+37
                        maximum_value : 1.7014118346015974e+37
                        scale_factor  : 1
                        offset_value  : 0
                        resampling    : "bilinear"
                    SMAD:
                        <<: *deafrica_sentinel_gm_annual_metrics_10m
                        band_name     : "SMAD"
                    BCMAD:
                        <<: *deafrica_sentinel_gm_annual_metrics_10m
                        band_name: "BCMAD"
                satellite: "SENTINEL-2"
                sensor: "MSI"
                collection_name: "gm_s2_annual"
                access_vars:
                    AWS_DEFAULT_REGION: "af-south-1"
                    AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST: true
                open_data: true
                open_data_token: false
                metadata_search: "tile"
                ext_tolerance  : 0
                grid_system    : "MGRS"
                dates          : "2017 to 2022"
            GM-S2-ROLLING             :
                bands:
                    B02:  &deafrica_sentinel_gm_rolling_10m
                        band_name      : "B02"
                        resolution     : 10
                        data_type      : "INT2U"
                        missing_value  : 0
                        minimum_value  : 1
                        maximum_value  : 65534
                        scale_factor   : 0.0001
                        offset_value   : 0
                        resampling     : "bilinear"
                    B03:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B03"
                    B04:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B04"
                    B05:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B05"
                    B06:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B06"
                    B07:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B07"
                    B08:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B08"
                    B11:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B11"
                    B12:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B12"
                    B8A:
                        <<: *deafrica_sentinel_gm_rolling_10m
                        band_name      : "B8A"
                    EMAD:  &deafrica_sentinel_gm_annual_metrics_10m
                        band_name     : "EMAD"
                        resolution    : 10
                        data_type     : "FLT4S"
                        missing_value : -3.402823466385288e+37
                        minimum_value : -3.402823466385288e+37
                        maximum_value : 1.7014118346015974e+37
                        scale_factor  : 1
                        offset_value  : 0
                        resampling    : "bilinear"
                    SMAD:
                        <<: *deafrica_sentinel_gm_annual_metrics_10m
                        band_name: "SMAD"
                    BCMAD:
                        <<: *deafrica_sentinel_gm_annual_metrics_10m
                        band_name: "BCMAD"
                satellite: "SENTINEL-2"
                sensor: "MSI"
                collection_name: "gm_s2_rolling"
                access_vars:
                    AWS_DEFAULT_REGION: "af-south-1"
                    AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST: true
                open_data      : true
                open_data_token: false
                metadata_search: "tile"
                ext_tolerance  : 0
                grid_system    : "MGRS"
                dates          : "2019 to 2023"
            GM-S2-SEMIANNUAL          :
                bands:
                    B02:  &deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B02"
                        resolution     : 10
                        data_type      : "INT2U"
                        missing_value  : 0
                        minimum_value  : 1
                        maximum_value  : 65455
                        scale_factor   : 0.0001
                        offset_value   : 0
                        resampling     : "bilinear"
                    B03:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B03"
                    B04:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B04"
                    B05:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B05"
                    B06:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B06"
                    B07:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B07"
                    B08:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B08"
                    B11:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B11"
                    B12:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B12"
                    B8A:
                        <<: *deafrica_sentinel_gm_semiannual_10m
                        band_name      : "B8A"
                    EMAD:  &deafrica_sentinel_gm_semiannual_metrics_10m
                        band_name     : "EMAD"
                        resolution    : 10
                        data_type     : "FLT4S"
                        missing_value : -3.402823466385288e+37
                        minimum_value : -3.402823466385288e+37
                        maximum_value : 1.7014118346015974e+37
                        scale_factor  : 1
                        offset_value  : 0
                        resampling    : "bilinear"
                    SMAD:
                        <<: *deafrica_sentinel_gm_semiannual_metrics_10m
                        band_name: "SMAD"
                    BCMAD:
                        <<: *deafrica_sentinel_gm_semiannual_metrics_10m
                        band_name: "BCMAD"
                satellite: "SENTINEL-2"
                sensor: "MSI"
                collection_name: "gm_s2_semiannual"
                access_vars:
                    AWS_DEFAULT_REGION: "af-south-1"
                    AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
                    AWS_NO_SIGN_REQUEST: true
                open_data      : true
                open_data_token: false
                metadata_search: "tile"
                ext_tolerance  : 0
                grid_system    : "MGRS"
                dates          : "2017 to 2022"
