---
# Product alos_palsar_mosaic
# url: https://explorer.digitalearth.africa/products/alos_palsar_mosaic.odc-product.yaml
name: alos_palsar_mosaic
license: JAXATerms
metadata_type: eo3
description: ALOS/PALSAR and ALOS-2/PALSAR-2 annual mosaic tiles generated for 
  use in the Data Cube - 25m pixel spacing, WGS84. These tiles are derived from 
  the orignal JAXA mosaics with conversion to GeoTIFF.
metadata:
  product:
    name: alos_palsar_mosaic
measurements:
- name: hh
  dtype: uint16
  units: '1'
  nodata: 0
- name: hv
  dtype: uint16
  units: '1'
  nodata: 0
- name: date
  dtype: uint16
  units: '1'
  nodata: 0
- name: linci
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - local incidence angle
  - incidence
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  flags_definition:
    category:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no_data
        '50': water
        '100': lay_over
        '150': shadowing
        '255': land
      description: Mask image as provided by JAXA - Ocean and water , lay over, 
        shadowing, land.
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.22222222222e-04
    longitude: 2.22222222222e-04
...
---
# Product cci_landcover
# url: https://explorer.digitalearth.africa/products/cci_landcover.odc-product.yaml
name: cci_landcover
license: CC-BY-4.0
metadata_type: eo3
description: ESA Climate Change Initiative Land Cover
metadata:
  product:
    name: cci_landcover
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - class
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '10': cropland, rainfed
        '11': cropland, rainfed, herbaceous cover
        '12': cropland, rainfed, tree or shrub cover
        '20': cropland, irrigated or post-flooding
        '30': mosaic cropland/natural vegetation
        '40': mosaic natural vegetation/cropland
        '50': tree cover, broadleaved, evergreen, closed to open
        '60': tree cover, broadleaved, deciduous, closed to open
        '61': tree cover, broadleaved, deciduous, closed
        '62': tree cover, broadleaved, deciduous, open
        '70': tree cover, needleleaved, evergreen, closed to open
        '71': tree cover, needleleaved, evergreen, closed
        '72': tree cover, needleleaved, evergreen, open
        '80': tree cover, needleleaved, deciduous, closed to open
        '81': tree cover, needleleaved, deciduous, closed
        '82': tree cover, needleleaved, deciduous, open
        '90': tree cover, mixed leaf type
        '100': mosaic tree and shrub/herbaceous cover
        '110': mosaic herbaceous cover/tree and shrub
        '120': shrubland
        '121': shrubland, evergreen
        '122': shrubland, deciduous
        '130': grassland
        '140': lichens and mosses
        '150': sparse vegetation
        '151': sparse tree
        '152': sparse shrub
        '153': sparse herbaceous cover
        '160': tree cover, flooded, fresh or brakish water
        '170': tree cover, flooded, saline water
        '180': shrub or herbaceous cover, flooded, fresh/saline/brakish water
        '190': urban areas
        '200': bare areas
        '201': consolidated bare areas
        '202': unconsolidated bare areas
        '210': water bodies
        '220': permanent snow and ice
      description: LCCS Class
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.7777777777777783e-03
    longitude: 2.7777777777777783e-03
...
---
# Product cgls_landcover
# url: https://explorer.digitalearth.africa/products/cgls_landcover.odc-product.yaml
name: cgls_landcover
license: CC-BY-4.0
metadata_type: eo3
description: Copernicus Global Land Service, Land Use/Land Cover at 100 m
metadata:
  product:
    name: cgls_landcover
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - class
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no input data available
        '20': shrubs
        '30': herbaceous vegetation
        '40': cultivated and managed vegetation or agriculture
        '50': urban or built up
        '60': bare or sparse vegetation
        '70': snow and ice
        '80': permanent water bodies
        '90': herbaceous wetland
        '100': moss and lichen
        '111': closed forest, evergreen needle leaf
        '112': closed forest, evergreen broad leaf
        '113': closed forest, deciduous needle leaf
        '114': closed forest, deciduous broad leaf
        '115': closed forest, mixed
        '116': closed forest, unknown
        '121': open forest, evergreen needle leaf
        '122': open forest, evergreen broad leaf
        '123': open forest, deciduous needle leaf
        '124': open forest, deciduous broad leaf
        '125': open forest, mixed
        '126': open forest, unknown
        '200': open sea
      description: Land Use/Land Cover class
- name: forest_type
  dtype: uint8
  units: percent
  nodata: 255
  aliases: []
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': unknown
        '1': evergreen needle leaf forest
        '2': evergreen broad leaf forest
        '3': deciduous needle leaf
        '4': deciduous broad leaf
        '5': mixed
      description: Land Use/Land Cover class
- name: classification_probability
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - prob
- name: bare_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - bare
- name: builtup_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - builtup
- name: crops_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - crops
- name: grass_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - grass
- name: mosslichen_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - mosslichen
- name: permanentwater_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - permanentwater
- name: seasonalwater_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - seasonalwater
- name: shrub_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - shrub
- name: snow_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - snow
- name: tree_cover_fraction
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - tree
storage:
  crs: EPSG:4326
  resolution:
    latitude: -9.920634920634888e-04
    longitude: 9.920634920634888e-04
...
---
name: cgls_lwq100_2019_2024
license: Copernicus
metadata_type: eo3
description: "Copernicus Global Land Service – Lake Water Quality 2019-2024 (raster
  100 m), global, 10-daily – version 1\n"
metadata:
  product:
    name: cgls_lwq100_2019_2024
measurements:
- name: first_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: last_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: num_obs
  dtype: int32
  units: '1'
  nodata: 0
- name: trophic_state_mean
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - trophic_state_index
  - TSI
- name: turbidity_blended_mean
  dtype: float32
  units: NTU
  nodata: NaN
  aliases:
  - turbidity
- name: Rw443_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw490_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw560_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw665_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw705_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw740_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw783_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw842_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw865_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw945_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw1375_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw1610_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw2190_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: RwDayNum_rep
  dtype: float32
  units: '1'
  nodata: NaN
# Product cgls_lwq100_2019_2024
# url: https://explorer.digitalearth.africa/products/cgls_lwq100_2019_2024.odc-product.yaml
load:
  crs: EPSG:4326
  resolution:
    latitude: -8.98e-04
    longitude: 8.98e-04
...
---
name: cgls_lwq100_2024_nrt
license: Copernicus
metadata_type: eo3
description: "Copernicus Global Land Service – Lake Water Quality 2024 - present (raster
  100 m), global, 10-daily – version 2\n"
metadata:
  product:
    name: cgls_lwq100_2024_nrt
measurements:
- name: chla_mean
  dtype: float32
  units: mg/m³
  nodata: NaN
- name: first_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: floating_cyanobacteria
  dtype: float32
  units: '1'
  nodata: NaN
- name: last_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: num_obs
  dtype: int32
  units: '1'
  nodata: 0
- name: quality_flags
  dtype: int32
  units: '1'
  nodata: 65535
- name: trophic_state_index
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - TSI
- name: tsm_mean
  dtype: float32
  units: g/m³
  nodata: NaN
  aliases:
  - TSM
- name: turbidity_mean
  dtype: float32
  units: NTU
  nodata: NaN
  aliases:
  - turbidity
- name: Rw443_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw490_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw560_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw665_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw705_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw740_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw783_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw842_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw865_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw945_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw1375_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw1610_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw2190_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: RwDayNum_rep
  dtype: float32
  units: '1'
  nodata: NaN
# Product cgls_lwq100_2024_nrt
# url: https://explorer.digitalearth.africa/products/cgls_lwq100_2024_nrt.odc-product.yaml
load:
  crs: EPSG:4326
  resolution:
    latitude: -8.98e-04
    longitude: 8.98e-04
...
---
name: cgls_lwq300_2002_2012
license: Copernicus
metadata_type: eo3
description: "Copernicus Global Land Service – Lake Water Quality 2002-2012 (raster
  300 m), global, 10-daily – version 1\n"
metadata:
  product:
    name: cgls_lwq300_2002_2012
measurements:
- name: first_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: last_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: n_obs_quality_risk_sum
  dtype: float32
  units: '1'
  nodata: NaN
- name: num_obs
  dtype: int32
  units: '1'
  nodata: 0
- name: stats_valid_obs_tsi_sum
  dtype: float32
  units: '1'
  nodata: NaN
- name: stats_valid_obs_turbidity_sum
  dtype: float32
  units: '1'
  nodata: NaN
- name: trophic_state_index
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - TSI
- name: turbidity_mean
  dtype: float32
  units: NTU
  nodata: NaN
  aliases:
  - turbidity
- name: turbidity_sigma
  dtype: float32
  units: NTU
  nodata: NaN
- name: Rw412_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw443_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw490_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw510_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw560_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw620_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw665_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw681_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw709_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw754_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw760_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw779_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw865_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw885_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw900_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: RwDayNum_rep
  dtype: float32
  units: '1'
  nodata: NaN
# Product cgls_lwq300_2002_2012
# url: https://explorer.digitalearth.africa/products/cgls_lwq300_2002_2012.odc-product.yaml
load:
  crs: EPSG:4326
  resolution:
    latitude: -2.2e-03
    longitude: 2.2e-03
...
---
name: cgls_lwq300_2016_2024
license: Copernicus
metadata_type: eo3
description: "Copernicus Global Land Service – Lake Water Quality 2016-2024 (raster
  300 m), global, 10-daily – version 1\n"
metadata:
  product:
    name: cgls_lwq300_2016_2024
measurements:
- name: first_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: last_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: n_obs_quality_risk_sum
  dtype: float32
  units: '1'
  nodata: NaN
- name: num_obs
  dtype: int32
  units: '1'
  nodata: 0
- name: stats_valid_obs_tsi_sum
  dtype: float32
  units: '1'
  nodata: NaN
- name: stats_valid_obs_turbidity_sum
  dtype: float32
  units: '1'
  nodata: NaN
- name: trophic_state_index
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - TSI
- name: turbidity_mean
  dtype: float32
  units: NTU
  nodata: NaN
  aliases:
  - turbidity
- name: turbidity_sigma
  dtype: float32
  units: NTU
  nodata: NaN
- name: Rw400_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw412_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw443_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw490_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw510_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw560_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw620_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw665_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw674_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw681_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw709_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw754_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw760_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw764_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw767_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw779_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw865_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw885_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw900_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw940_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw1020_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: RwDayNum_rep
  dtype: float32
  units: '1'
  nodata: NaN
# Product cgls_lwq300_2016_2024
# url: https://explorer.digitalearth.africa/products/cgls_lwq300_2016_2024.odc-product.yaml
load:
  crs: EPSG:4326
  resolution:
    latitude: -2.2e-03
    longitude: 2.2e-03
...
---
name: cgls_lwq300_2024_nrt
license: Copernicus
metadata_type: eo3
description: "Copernicus Global Land Service – Lake Water Quality 2024 - present (raster
  300 m), global, 10-daily – version 2\n"
metadata:
  product:
    name: cgls_lwq300_2024_nrt
measurements:
- name: chla_mean
  dtype: float32
  units: mg/m³
  nodata: NaN
- name: chla_uncertainty
  dtype: float32
  units: '%'
  nodata: NaN
- name: first_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: floating_cyanobacteria
  dtype: float32
  units: '1'
  nodata: NaN
- name: last_obs
  dtype: float32
  units: '1'
  nodata: NaN
- name: num_obs
  dtype: int32
  units: '1'
  nodata: 0
- name: quality_flags
  dtype: int32
  units: '1'
  nodata: 65535
- name: trophic_state_index
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - TSI
- name: tsm_mean
  dtype: float32
  units: g/m³
  nodata: NaN
  aliases:
  - TSM
- name: tsm_uncertainty
  dtype: float32
  units: '%'
  nodata: NaN
- name: turbidity_mean
  dtype: float32
  units: NTU
  nodata: NaN
  aliases:
  - turbidity
- name: Rw400_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw412_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw443_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw490_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw510_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw560_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw620_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw665_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw674_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw681_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw709_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw754_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw779_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw885_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw900_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw1020_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: RwDayNum_rep
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw_relative_uncertainty
  dtype: float32
  units: '1'
  nodata: NaN
- name: Rw_relative_uncertainty_unbiased
  dtype: float32
  units: '1'
  nodata: NaN
# Product cgls_lwq300_2024_nrt
# url: https://explorer.digitalearth.africa/products/cgls_lwq300_2024_nrt.odc-product.yaml
load:
  crs: EPSG:4326
  resolution:
    latitude: -2.2e-03
    longitude: 2.2e-03
...
---
# Product crop_mask
# url: https://explorer.digitalearth.africa/products/crop_mask.odc-product.yaml
name: crop_mask
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map produced by Digital Earth Africa.
metadata:
  product:
    name: crop_mask
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_central
# url: https://explorer.digitalearth.africa/products/crop_mask_central.odc-product.yaml
name: crop_mask_central
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Central Africa produced by Digital 
  Earth Africa.
metadata:
  product:
    name: crop_mask_central
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_eastern
# url: https://explorer.digitalearth.africa/products/crop_mask_eastern.odc-product.yaml
name: crop_mask_eastern
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Eastern Africa produced by Digital 
  Earth Africa.
metadata:
  product:
    name: crop_mask_eastern
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_indian_ocean
# url: https://explorer.digitalearth.africa/products/crop_mask_indian_ocean.odc-product.yaml
name: crop_mask_indian_ocean
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Indian Ocean Africa produced by 
  Digital Earth Africa.
metadata:
  product:
    name: crop_mask_indian_ocean
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_northern
# url: https://explorer.digitalearth.africa/products/crop_mask_northern.odc-product.yaml
name: crop_mask_northern
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Northern Africa produced by Digital 
  Earth Africa.
metadata:
  product:
    name: crop_mask_northern
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_sahel
# url: https://explorer.digitalearth.africa/products/crop_mask_sahel.odc-product.yaml
name: crop_mask_sahel
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Sahel Africa produced by Digital 
  Earth Africa.
metadata:
  product:
    name: crop_mask_sahel
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_southeast
# url: https://explorer.digitalearth.africa/products/crop_mask_southeast.odc-product.yaml
name: crop_mask_southeast
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Southeast Africa produced by Digital
  Earth Africa.
metadata:
  product:
    name: crop_mask_southeast
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_southern
# url: https://explorer.digitalearth.africa/products/crop_mask_southern.odc-product.yaml
name: crop_mask_southern
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Southern Africa produced by Digital 
  Earth Africa.
metadata:
  product:
    name: crop_mask_southern
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product crop_mask_western
# url: https://explorer.digitalearth.africa/products/crop_mask_western.odc-product.yaml
name: crop_mask_western
license: CC-BY-4.0
metadata_type: eo3
description: Annual cropland extent map for Western Africa produced by Digital 
  Earth Africa.
metadata:
  product:
    name: crop_mask_western
measurements:
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_mask
  - MASK
- name: prob
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - crop_prob
  - PROB
- name: filtered
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mode
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product dem_cop_30
# url: https://explorer.digitalearth.africa/products/dem_cop_30.odc-product.yaml
name: dem_cop_30
metadata_type: eo3
description: Copernicus DEM 30 m
metadata:
  product:
    name: dem_cop_30
measurements:
- name: elevation
  dtype: float32
  units: '1'
  nodata: NaN
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.777777777777778e-04
    longitude: 2.777777777777778e-04
...
---
# Product dem_cop_90
# url: https://explorer.digitalearth.africa/products/dem_cop_90.odc-product.yaml
name: dem_cop_90
metadata_type: eo3
description: Copernicus DEM 90 m
metadata:
  product:
    name: dem_cop_90
measurements:
- name: elevation
  dtype: float32
  units: '1'
  nodata: NaN
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333334e-04
    longitude: 8.333333333333334e-04
...
---
# Product dem_srtm
# url: https://explorer.digitalearth.africa/products/dem_srtm.odc-product.yaml
name: dem_srtm
license: CC-BY-4.0
metadata_type: eo3
description: 1 second elevation model
metadata:
  product:
    name: dem_srtm
measurements:
- name: elevation
  dtype: int16
  units: metre
  nodata: -3.2768e+04
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.7777777778e-04
    longitude: 2.7777777778e-04
...
---
# Product dem_srtm_deriv
# url: https://explorer.digitalearth.africa/products/dem_srtm_deriv.odc-product.yaml
name: dem_srtm_deriv
license: CC-BY-4.0
metadata_type: eo3
description: 1 second elevation model derivatives
metadata:
  product:
    name: dem_srtm_deriv
measurements:
- name: mrvbf
  dtype: int16
  units: '1'
  nodata: -3.2768e+04
- name: mrrtf
  dtype: int16
  units: '1'
  nodata: -3.2768e+04
- name: slope
  dtype: float32
  units: '1'
  nodata: -9.999e+03
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product esa_worldcereal_activecropland
# url: https://explorer.digitalearth.africa/products/esa_worldcereal_activecropland.odc-product.yaml
name: esa_worldcereal_activecropland
license: CC-BY-4.0
metadata_type: eo3
description: ESA WorldCereal 10m 2021 v1.0.0 active cropland map for the main 
  cereals season defined in a region (tc-wintercereals).
metadata:
  product:
    name: esa_worldcereal_activecropland
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': inactive cropland
        '100': active cropland
        '254': no crop
        '255': no data
      description: Land Use/Land Cover class
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcereal_maize_active
# url: https://explorer.digitalearth.africa/products/esa_worldcereal_maize_active.odc-product.yaml
name: esa_worldcereal_maize_active
license: CC-BY-4.0
metadata_type: eo3
description: ESA WorldCereal 10m 2021 v1.0.0 active cropland map for the main 
  maize season defined in a region (tc-maize-main).
metadata:
  product:
    name: esa_worldcereal_maize_active
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': inactive cropland
        '100': active cropland
        '254': no crop
        '255': no data
      description: Land Use/Land Cover class
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcereal_maize_irrigation
# url: https://explorer.digitalearth.africa/products/esa_worldcereal_maize_irrigation.odc-product.yaml
name: esa_worldcereal_maize_irrigation
license: CC-BY-4.0
metadata_type: eo3
description: ESA WorldCereal 10m 2021 v1.0.0 irrigation map for the main maize 
  season defined in a region (tc-maize-main).
metadata:
  product:
    name: esa_worldcereal_maize_irrigation
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': rainfed
        '100': irrigated
        '254': no crop
        '255': no data
      description: Land Use/Land Cover class
- name: confidence
  dtype: uint8
  units: '%'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcereal_maize_main
# url: https://explorer.digitalearth.africa/products/esa_worldcereal_maize_main.odc-product.yaml
name: esa_worldcereal_maize_main
license: CC-BY-4.0
metadata_type: eo3
description: ESA WorldCereal 10m 2021 v1.0.0 maize crop map for main maize 
  season defined in a region.
metadata:
  product:
    name: esa_worldcereal_maize_main
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': other land cover/use
        '100': maize cropland
        '255': no data
      description: Land Use/Land Cover class
- name: confidence
  dtype: uint8
  units: '%'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcereal_temporarycrops
# url: https://explorer.digitalearth.africa/products/esa_worldcereal_temporarycrops.odc-product.yaml
name: esa_worldcereal_temporarycrops
license: CC-BY-4.0
metadata_type: eo3
description: ESA WorldCereal 10m 2021 v1.0.0 temporary crops map for the 2021 
  tc-annual season.
metadata:
  product:
    name: esa_worldcereal_temporarycrops
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': other land cover/use
        '100': temporary crops
        '255': no data
      description: Land Use/Land Cover class
- name: confidence
  dtype: uint8
  units: '%'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcereal_wintercereals
# url: https://explorer.digitalearth.africa/products/esa_worldcereal_wintercereals.odc-product.yaml
name: esa_worldcereal_wintercereals
license: CC-BY-4.0
metadata_type: eo3
description: ESA WorldCereal 10m 2021 v1.0.0 wintercereals crop map for the main
  cereals season defined in a region (tc-wintercereals).
metadata:
  product:
    name: esa_worldcereal_wintercereals
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': other temporary crop
        '100': winter cereals
        '254': no crop
        '255': no data
      description: Land Use/Land Cover class
- name: confidence
  dtype: uint8
  units: '%'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcereal_wintercereals_irrigation
# url: https://explorer.digitalearth.africa/products/esa_worldcereal_wintercereals_irrigation.odc-product.yaml
name: esa_worldcereal_wintercereals_irrigation
license: CC-BY-4.0
metadata_type: eo3
description: ESA WorldCereal 10m 2021 v1.0.0 irrigation map for the main cereals
  season defined in a region (tc-wintercereals).
metadata:
  product:
    name: esa_worldcereal_wintercereals_irrigation
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': rainfed
        '100': irrigated
        '254': no crop
        '255': no data
      description: Land Use/Land Cover class
- name: confidence
  dtype: uint8
  units: '%'
  nodata: 255
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcover
# url: https://explorer.digitalearth.africa/products/esa_worldcover.odc-product.yaml
name: esa_worldcover
metadata_type: eo3
description: ESA World Cover, global 10 m land use/land cover data from 2020.
metadata:
  product:
    name: esa_worldcover
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 0
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '10': tree cover
        '20': shrubland
        '30': grassland
        '40': cropland
        '50': built up
        '60': bare/sparse vegetation
        '70': snow and ice
        '80': permanent water bodies
        '90': herbaceous wetland
        '95': mangroves
        '100': moss and lichen
      description: Land Use/Land Cover class
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcover_2020
# url: https://explorer.digitalearth.africa/products/esa_worldcover_2020.odc-product.yaml
name: esa_worldcover_2020
metadata_type: eo3
description: ESA World Cover, global 10 m land use/land cover data from 2020.
metadata:
  product:
    name: esa_worldcover_2020
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 0
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '10': tree cover
        '20': shrubland
        '30': grassland
        '40': cropland
        '50': built up
        '60': bare/sparse vegetation
        '70': snow and ice
        '80': permanent water bodies
        '90': herbaceous wetland
        '95': mangroves
        '100': moss and lichen
      description: Land Use/Land Cover class
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product esa_worldcover_2021
# url: https://explorer.digitalearth.africa/products/esa_worldcover_2021.odc-product.yaml
name: esa_worldcover_2021
metadata_type: eo3
description: ESA World Cover, global 10 m land use/land cover data from 2021.
metadata:
  product:
    name: esa_worldcover_2021
measurements:
- name: classification
  dtype: uint8
  units: '1'
  nodata: 0
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '10': tree cover
        '20': shrubland
        '30': grassland
        '40': cropland
        '50': built up
        '60': bare/sparse vegetation
        '70': snow and ice
        '80': permanent water bodies
        '90': herbaceous wetland
        '95': mangroves
        '100': moss and lichen
      description: Land Use/Land Cover class
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.333333333333333e-05
    longitude: 8.333333333333333e-05
...
---
# Product fc_ls
# url: https://explorer.digitalearth.africa/products/fc_ls.odc-product.yaml
name: fc_ls
license: CC-BY-4.0
metadata_type: eo3
description: Landsat Fractional Cover Observations from Space
metadata:
  product:
    name: fc_ls
measurements:
- name: bs
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - bare
- name: pv
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - green_veg
- name: npv
  dtype: uint8
  units: percent
  nodata: 255
  aliases:
  - dead_veg
- name: ue
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - err
...
---
# Product fc_ls_summary_annual
# url: https://explorer.digitalearth.africa/products/fc_ls_summary_annual.odc-product.yaml
name: fc_ls_summary_annual
license: CC-BY-4.0
metadata_type: eo3
description: DE Africa Landsat Fractional Cover Percentiles
metadata:
  product:
    name: fc_ls_summary_annual
measurements:
- name: pv_pc_10
  dtype: uint8
  units: percent
  nodata: 255
- name: pv_pc_50
  dtype: uint8
  units: percent
  nodata: 255
- name: pv_pc_90
  dtype: uint8
  units: percent
  nodata: 255
- name: bs_pc_10
  dtype: uint8
  units: percent
  nodata: 255
- name: bs_pc_50
  dtype: uint8
  units: percent
  nodata: 255
- name: bs_pc_90
  dtype: uint8
  units: percent
  nodata: 255
- name: npv_pc_10
  dtype: uint8
  units: percent
  nodata: 255
- name: npv_pc_50
  dtype: uint8
  units: percent
  nodata: 255
- name: npv_pc_90
  dtype: uint8
  units: percent
  nodata: 255
- name: count_valid
  dtype: int16
  units: '1'
  nodata: 255
- name: qa
  dtype: uint8
  units: '1'
  nodata: 255
  flags_definition:
    qa:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': insufficient observations wet
        '1': insufficient observations dry
        '2': sufficient observations
      description: Quality Assurance band for Mangrove Canopy Cover
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product gm_ls5_ls7_annual
# url: https://explorer.digitalearth.africa/products/gm_ls5_ls7_annual.odc-product.yaml
name: gm_ls5_ls7_annual
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Annual Geometric Median and Median Absolute 
  Deviations, Landsat 5 and Landsat 7
metadata:
  product:
    name: gm_ls5_ls7_annual
measurements:
- name: SR_B1
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_1
  - blue
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - green
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - red
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - nir
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product gm_ls5_ls7_annual_lowres
# url: https://explorer.digitalearth.africa/products/gm_ls5_ls7_annual_lowres.odc-product.yaml
name: gm_ls5_ls7_annual_lowres
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Annual Geometric Median and Median Absolute 
  Deviations, Landsat 5 and Landsat 7. Low resolution version used for 
  visualisations.
metadata:
  product:
    name: gm_ls5_ls7_annual_lowres
measurements:
- name: SR_B1
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_1
  - blue
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - green
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - red
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - nir
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 120
    y: -120
...
---
# Product gm_ls8_annual
# url: https://explorer.digitalearth.africa/products/gm_ls8_annual.odc-product.yaml
name: gm_ls8_annual
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Annual Geometric Median and Median Absolute 
  Deviations, Landsat 8
metadata:
  product:
    name: gm_ls8_annual
measurements:
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - blue
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - green
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - red
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - nir
- name: SR_B6
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_6
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product gm_ls8_annual_lowres
# url: https://explorer.digitalearth.africa/products/gm_ls8_annual_lowres.odc-product.yaml
name: gm_ls8_annual_lowres
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Annual Geometric Median and Median Absolute 
  Deviations, Landsat 8. Low resolution version used for visualisations.
metadata:
  product:
    name: gm_ls8_annual_lowres
measurements:
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - blue
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - green
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - red
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - nir
- name: SR_B6
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_6
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 120
    y: -120
...
---
# Product gm_ls8_ls9_annual
# url: https://explorer.digitalearth.africa/products/gm_ls8_ls9_annual.odc-product.yaml
name: gm_ls8_ls9_annual
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Annual Geometric Median and Median Absolute 
  Deviations, Landsat 8 and Landsat 9
metadata:
  product:
    name: gm_ls8_ls9_annual
measurements:
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - blue
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - green
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - red
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - nir
- name: SR_B6
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_6
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product gm_ls8_ls9_annual_lowres
# url: https://explorer.digitalearth.africa/products/gm_ls8_ls9_annual_lowres.odc-product.yaml
name: gm_ls8_ls9_annual_lowres
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Annual Geometric Median and Median Absolute 
  Deviations, Landsat 8 and Landsat 9. Low resolution version used for 
  visualisations.
metadata:
  product:
    name: gm_ls8_ls9_annual_lowres
measurements:
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - blue
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - green
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - red
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - nir
- name: SR_B6
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_6
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 120
    y: -120
...
---
# Product gm_s2_annual
# url: https://explorer.digitalearth.africa/products/gm_s2_annual.odc-product.yaml
name: gm_s2_annual
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Annual Geometric Median and Median Absolute 
  Deviations, Sentinel-2
metadata:
  product:
    name: gm_s2_annual
measurements:
- name: B02
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_02
  - blue
- name: B03
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_03
  - green
- name: B04
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_04
  - red
- name: B05
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_05
  - red_edge_1
- name: B06
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_06
  - red_edge_2
- name: B07
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_07
  - red_edge_3
- name: B08
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_08
  - nir
  - nir_1
- name: B8A
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_8a
  - nir_narrow
  - nir_2
- name: B11
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_11
  - swir_1
  - swir_16
- name: B12
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_12
  - swir_2
  - swir_22
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product gm_s2_annual_lowres
# url: https://explorer.digitalearth.africa/products/gm_s2_annual_lowres.odc-product.yaml
name: gm_s2_annual_lowres
license: CC-BY-4.0
metadata_type: eo3
description: Annual Geometric Median, Sentinel-2 - Low Resolution mosaic
metadata:
  product:
    name: gm_s2_annual_lowres
measurements:
- name: B02
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_02
  - blue
- name: B03
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_03
  - green
- name: B04
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_04
  - red
- name: B05
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_05
  - red_edge_1
- name: B06
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_06
  - red_edge_2
- name: B07
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_07
  - red_edge_3
- name: B08
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_08
  - nir
  - nir_1
- name: B8A
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_8a
  - nir_narrow
  - nir_2
- name: B11
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_11
  - swir_1
  - swir_16
- name: B12
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_12
  - swir_2
  - swir_22
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
...
---
# Product gm_s2_rolling
# url: https://explorer.digitalearth.africa/products/gm_s2_rolling.odc-product.yaml
name: gm_s2_rolling
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance 3 Monthly Rolling Geometric Median and Median 
  Absolute Deviations, Sentinel-2
metadata:
  product:
    name: gm_s2_rolling
measurements:
- name: B02
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_02
  - blue
- name: B03
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_03
  - green
- name: B04
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_04
  - red
- name: B05
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_05
  - red_edge_1
- name: B06
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_06
  - red_edge_2
- name: B07
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_07
  - red_edge_3
- name: B08
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_08
  - nir
  - nir_1
- name: B8A
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_8a
  - nir_narrow
  - nir_2
- name: B11
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_11
  - swir_1
  - swir_16
- name: B12
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_12
  - swir_2
  - swir_22
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product gm_s2_semiannual
# url: https://explorer.digitalearth.africa/products/gm_s2_semiannual.odc-product.yaml
name: gm_s2_semiannual
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Semiannual Geometric Median and Median Absolute
  Deviations, Sentinel-2
metadata:
  product:
    name: gm_s2_semiannual
measurements:
- name: B02
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_02
  - blue
- name: B03
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_03
  - green
- name: B04
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_04
  - red
- name: B05
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_05
  - red_edge_1
- name: B06
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_06
  - red_edge_2
- name: B07
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_07
  - red_edge_3
- name: B08
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_08
  - nir
  - nir_1
- name: B8A
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_8a
  - nir_narrow
  - nir_2
- name: B11
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_11
  - swir_1
  - swir_16
- name: B12
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_12
  - swir_2
  - swir_22
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product gm_s2_semiannual_lowres
# url: https://explorer.digitalearth.africa/products/gm_s2_semiannual_lowres.odc-product.yaml
name: gm_s2_semiannual_lowres
license: CC-BY-4.0
metadata_type: eo3
description: Surface Reflectance Semiannual Geometric Median and Median Absolute
  Deviations, Sentinel-2. Low resolution version used for visualisations.
metadata:
  product:
    name: gm_s2_semiannual_lowres
measurements:
- name: B02
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_02
  - blue
- name: B03
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_03
  - green
- name: B04
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_04
  - red
- name: B05
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_05
  - red_edge_1
- name: B06
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_06
  - red_edge_2
- name: B07
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_07
  - red_edge_3
- name: B08
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_08
  - nir
  - nir_1
- name: B8A
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_8a
  - nir_narrow
  - nir_2
- name: B11
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_11
  - swir_1
  - swir_16
- name: B12
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_12
  - swir_2
  - swir_22
- name: SMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - smad
  - sdev
  - SDEV
- name: EMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - emad
  - edev
  - EDEV
- name: BCMAD
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - bcmad
  - bcdev
  - BCDEV
- name: COUNT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 120
    y: -120
...
---
# Product gmw
# url: https://explorer.digitalearth.africa/products/gmw.odc-product.yaml
name: gmw
license: CC-BY-4.0
metadata_type: eo3
description: Global Mangrove Watch data sourced from the UN Environment Program 
  at https://data.unep-wcmc.org/datasets/45
metadata:
  product:
    name: gmw
measurements:
- name: mangrove
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - classification
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.e-04
    longitude: 2.e-04
...
---
# Product io_lulc
# url: https://explorer.digitalearth.africa/products/io_lulc.odc-product.yaml
name: io_lulc
license: CC-BY-4.0
metadata_type: eo3
description: Impact Observatory (ESRI) Landcover Classification 9 Class
metadata:
  product:
    name: io_lulc
measurements:
- name: data
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - classification
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '1': water
        '2': trees
        '3': not used
        '4': flooded vegetation
        '5': crops
        '6': not used
        '7': built area
        '8': bare ground
        '9': snow/ice
        '10': clouds
        '11': rangeland
      description: Land Use/Land Cover class
...
---
# Product io_lulc_v2
# url: https://explorer.digitalearth.africa/products/io_lulc_v2.odc-product.yaml
name: io_lulc_v2
license: CC-BY-4.0
metadata_type: eo3
description: Impact Observatory (ESRI) Landcover Classification 9 Class V2
metadata:
  product:
    name: io_lulc_v2
measurements:
- name: supercell
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - classification
  flags_definition:
    data:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '1': water
        '2': trees
        '3': not used
        '4': flooded vegetation
        '5': crops
        '6': not used
        '7': built area
        '8': bare ground
        '9': snow/ice
        '10': clouds
        '11': rangeland
      description: Land Use/Land Cover class
...
---
# Product isda_soil_bedrock_depth
# url: https://explorer.digitalearth.africa/products/isda_soil_bedrock_depth.odc-product.yaml
name: isda_soil_bedrock_depth
license: CC-BY-4.0
metadata_type: eo3
description: Soil bedrock depth predictions made by iSDA Africa
metadata:
  product:
    name: isda_soil_bedrock_depth
measurements:
- name: mean_0_200
  dtype: float32
  units: cm
  nodata: NaN
  aliases:
  - MEAN_0_200
- name: stdev_0_200
  dtype: float32
  units: cm
  nodata: NaN
  aliases:
  - STDEV_0_200
storage:
  crs: EPSG:3857
  resolution:
    x: 30
    y: -30
...
---
# Product isda_soil_bulk_density
# url: https://explorer.digitalearth.africa/products/isda_soil_bulk_density.odc-product.yaml
name: isda_soil_bulk_density
license: CC-BY-4.0
metadata_type: eo3
description: Soil bulk density predictions made by iSDA Africa
metadata:
  product:
    name: isda_soil_bulk_density
measurements:
- name: mean_0_20
  dtype: float32
  units: g/cc
  nodata: NaN
  aliases:
  - MEAN_0_20
  flags_definition:
    back-transformation: x/100
- name: mean_20_50
  dtype: float32
  units: g/cc
  nodata: NaN
  aliases:
  - MEAN_20_50
  flags_definition:
    back-transformation: x/100
- name: stdev_0_20
  dtype: float32
  units: g/cc
  nodata: NaN
  aliases:
  - STDEV_0_20
  flags_definition:
    back-transformation: x/100
- name: stdev_20_50
  dtype: float32
  units: g/cc
  nodata: NaN
  aliases:
  - STDEV_20_50
  flags_definition:
    back-transformation: x/100
storage:
  crs: EPSG:3857
  resolution:
    x: 30
    y: -30
...
---
# Product isda_soil_carbon_total
# url: https://explorer.digitalearth.africa/products/isda_soil_carbon_total.odc-product.yaml
name: isda_soil_carbon_total
license: CC-BY-4.0
metadata_type: eo3
description: Soil total carbon predictions made by iSDA Africa
metadata:
  product:
    name: isda_soil_carbon_total
measurements:
- name: mean_0_20
  dtype: float32
  units: g/kg
  nodata: NaN
  aliases:
  - MEAN_0_20
  flags_definition:
    back-transformation: expm1(x/10)
- name: mean_20_50
  dtype: float32
  units: g/kg
  nodata: NaN
  aliases:
  - MEAN_20_50
  flags_definition:
    back-transformation: expm1(x/10)
- name: stdev_0_20
  dtype: float32
  units: g/kg
  nodata: NaN
  aliases:
  - STDEV_0_20
  flags_definition:
    back-transformation: expm1(x/10)
- name: stdev_20_50
  dtype: float32
  units: g/kg
  nodata: NaN
  aliases:
  - STDEV_20_50
  flags_definition:
    back-transformation: expm1(x/10)
storage:
  crs: EPSG:3857
  resolution:
    x: 30
    y: -30
...
---
# Product isda_soil_clay_content
# url: https://explorer.digitalearth.africa/products/isda_soil_clay_content.odc-product.yaml
name: isda_soil_clay_content
license: CC-BY-4.0
metadata_type: eo3
description: Soil clay content predictions made by iSDA Africa
metadata:
  product:
    name: isda_soil_clay_content
measurements:
- name: mean_0_20
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - MEAN_0_20
- name: mean_20_50
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - MEAN_20_50
- name: stdev_0_20
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - STDEV_0_20
- name: stdev_20_50
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - STDEV_20_50
storage:
  crs: EPSG:3857
  resolution:
    x: 30
    y: -30
...
---
# Product isda_soil_sand_content
# url: https://explorer.digitalearth.africa/products/isda_soil_sand_content.odc-product.yaml
name: isda_soil_sand_content
license: CC-BY-4.0
metadata_type: eo3
description: Soil sand content predictions made by iSDA Africa
metadata:
  product:
    name: isda_soil_sand_content
measurements:
- name: mean_0_20
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - MEAN_0_20
- name: mean_20_50
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - MEAN_20_50
- name: stdev_0_20
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - STDEV_0_20
- name: stdev_20_50
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - STDEV_20_50
storage:
  crs: EPSG:3857
  resolution:
    x: 30
    y: -30
...
---
# Product isda_soil_silt_content
# url: https://explorer.digitalearth.africa/products/isda_soil_silt_content.odc-product.yaml
name: isda_soil_silt_content
license: CC-BY-4.0
metadata_type: eo3
description: Soil silt content predictions made by iSDA Africa
metadata:
  product:
    name: isda_soil_silt_content
measurements:
- name: mean_0_20
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - MEAN_0_20
- name: mean_20_50
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - MEAN_20_50
- name: stdev_0_20
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - STDEV_0_20
- name: stdev_20_50
  dtype: float32
  units: percent
  nodata: NaN
  aliases:
  - STDEV_20_50
storage:
  crs: EPSG:3857
  resolution:
    x: 30
    y: -30
...
---
# Product iwmi_beneficial_fraction_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_beneficial_fraction_monthly.odc-product.yaml
name: iwmi_beneficial_fraction_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Amount of water transpired by plants or evaporated from surfaces 
  that contribute to a productive purpose.
metadata:
  product:
    name: iwmi_beneficial_fraction_monthly
measurements:
- name: data
  dtype: int16
  units: unitless
  nodata: -9999
  aliases:
  - beneficial_fraction
  scale_factor: 1.e-01
...
---
# Product iwmi_blue_et_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_blue_et_monthly.odc-product.yaml
name: iwmi_blue_et_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Monthly Incremental Evapotranspiration (ET) for Africa from the 
  Water Accounting Plus project.
metadata:
  product:
    name: iwmi_blue_et_monthly
measurements:
- name: data
  dtype: float32
  units: mm/month
  nodata: -9999
  aliases:
  - et
...
---
# Product iwmi_et_fraction_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_et_fraction_monthly.odc-product.yaml
name: iwmi_et_fraction_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Indicates which fraction of the total inflow of water is consumed 
  and which part is converted into renewable resources.
metadata:
  product:
    name: iwmi_et_fraction_monthly
measurements:
- name: data
  dtype: int16
  units: unitless
  nodata: -9999
  aliases:
  - et_fraction
  scale_factor: 1.e-01
...
---
# Product iwmi_evaporation_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_evaporation_monthly.odc-product.yaml
name: iwmi_evaporation_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Loss of water from soil, water bodies, and surfaces to the 
  atmosphere as vapor.
metadata:
  product:
    name: iwmi_evaporation_monthly
measurements:
- name: data
  dtype: int16
  units: mm/month
  nodata: -9999
  aliases:
  - evaporation
  scale_factor: 1.e-01
...
---
# Product iwmi_evaporative_stress_index_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_evaporative_stress_index_monthly.odc-product.yaml
name: iwmi_evaporative_stress_index_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Indicates the level of stress on the environment by quantifying how
  actual evapotranspiration (ET) deviates from its potential (PET) under normal 
  conditions.
metadata:
  product:
    name: iwmi_evaporative_stress_index_monthly
measurements:
- name: data
  dtype: int16
  units: unitless
  nodata: -9999
  aliases:
  - esi
  scale_factor: 1.e-01
...
---
# Product iwmi_green_et_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_green_et_monthly.odc-product.yaml
name: iwmi_green_et_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Monthly Rainfall Evapotranspiration (ET) for Africa from the Water 
  Accounting Plus project.
metadata:
  product:
    name: iwmi_green_et_monthly
measurements:
- name: data
  dtype: float32
  units: mm/month
  nodata: -9999
  aliases:
  - et
...
---
# Product iwmi_interception_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_interception_monthly.odc-product.yaml
name: iwmi_interception_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Rainfall captured by plant surfaces (leaves, branches, stems) that 
  evaporates before reaching the ground or soil.
metadata:
  product:
    name: iwmi_interception_monthly
measurements:
- name: data
  dtype: int16
  units: mm/month
  nodata: -9999
  aliases:
  - interception
  scale_factor: 1.e-01
...
---
# Product iwmi_number_of_rainy_days_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_number_of_rainy_days_monthly.odc-product.yaml
name: iwmi_number_of_rainy_days_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Rainy days are defined as days when precipitation (P) exceeds 0.1(P
  \u003E 0.1).However, this threshold can be adjusted based on local 
  recommendations to better reflect regional climatic conditions or specific 
  hydrological modeling requirements.
metadata:
  product:
    name: iwmi_number_of_rainy_days_monthly
measurements:
- name: data
  dtype: int16
  units: count
  nodata: -9999
  aliases:
  - nRD
  scale_factor: 1.e-01
...
---
# Product iwmi_transpiration_monthly
# url: https://explorer.digitalearth.africa/products/iwmi_transpiration_monthly.odc-product.yaml
name: iwmi_transpiration_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Water loss from plants through stomata into the atmosphere.
metadata:
  product:
    name: iwmi_transpiration_monthly
measurements:
- name: data
  dtype: int16
  units: mm/month
  nodata: -9999
  aliases:
  - transpiration
  scale_factor: 1.e-01
...
---
# Product jers_sar_mosaic
# url: https://explorer.digitalearth.africa/products/jers_sar_mosaic.odc-product.yaml
name: jers_sar_mosaic
license: JAXA
metadata_type: eo3
description: JERS-1 SAR annual mosaic tiles generated for use in the Data Cube 
  25m pixel spacing, WGS84. These tiles are derived from the orignal JAXA 
  mosaics with conversion to GeoTIFF.
metadata:
  product:
    name: jers_sar_mosaic
measurements:
- name: hh
  dtype: uint16
  units: '1'
  nodata: 0
- name: date
  dtype: uint16
  units: '1'
  nodata: 0
- name: linci
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - local incidence angle
  - incidence
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  flags_definition:
    category:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no_data
        '50': water
        '100': lay_over
        '150': shadowing
        '255': land
      description: Mask image as provided by JAXA - Ocean and water , lay over, 
        shadowing, land.
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.22222222222e-04
    longitude: 2.22222222222e-04
...
---
# Product landsat_c2l2_ar
# url: https://explorer.digitalearth.africa/products/landsat_c2l2_ar.odc-product.yaml
name: landsat_c2l2_ar
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat Collection 2 Level-2 Provisional Aquatic Reflectance
metadata:
  product:
    name: landsat_c2l2_ar
measurements:
- name: RHORC_B1
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - band_1
  - rh_coastal
- name: RHORC_B2
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - band_2
  - rh_blue
- name: RHORC_B3
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - band_3
  - rh_green
- name: RHORC_B4
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - band_4
  - rh_red
- name: RHORC_B5
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - band_5
  - rh_nir08
- name: RHORC_B6
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - band_6
  - rh_swir16
- name: RHORC_B7
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - band_7
  - rh_swir22
- name: AR_B1
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - ar_band_1
  - coastal
- name: AR_B2
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - ar_band_2
  - blue
- name: AR_B3
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - ar_band_3
  - green
- name: AR_B4
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - ar_band_4
  - red
- name: AR_B5
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - ar_band_5
  - nir08
- name: WATER_MASK
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - water
- name: HEIGHT
  dtype: int32
  units: '1'
  nodata: -32767
  aliases:
  - height
- name: NO2_TROPO
  dtype: int16
  units: '1'
  nodata: -32767
  aliases:
  - tropo
- name: OZONE
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - ozone
- name: PRESSURE
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - P
- name: SAA
  dtype: int16
  units: '1'
  nodata: 0
  aliases:
  - saa
- name: SZA
  dtype: int16
  units: '1'
  nodata: 0
  aliases:
  - sza
- name: VAA
  dtype: int16
  units: '1'
  nodata: 0
  aliases:
  - vaa
- name: VZA
  dtype: int16
  units: '1'
  nodata: 0
  aliases:
  - vza
- name: WATER_VAPOR
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - watervapor
- name: WINDSPEED
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - wind
- name: L2_FLAGS
  dtype: int32
  units: bit_index
  nodata: -9999
  aliases:
  - qa
  - ar_qa
  flags_definition:
    cloud:
      bits: 9
      values:
        '0': not_cloud
        '1': cloud
    lowlw:
      bits: 14
      values:
        '0': not_lowlw
        '1': lowlw
    filter:
      bits: 26
      values:
        '0': not_filter
        '1': filter
    neg_ar:
      bits: 28
      values:
        '0': positive_ar
        '1': negative_ar
    atmfail:
      bits: 0
      values:
        '0': not_atmfail
        '1': atmfail
    atmwarn:
      bits: 22
      values:
        '0': not_atmwarn
        '1': atmwarn
    chlfail:
      bits: 15
      values:
        '0': not_chlfail
        '1': chlfail
    chlwarn:
      bits: 21
      values:
        '0': not_chlwarn
        '1': chlwarn
    higlint:
      bits: 3
      values:
        '0': not_higlint
        '1': higlint
    navfail:
      bits: 25
      values:
        '0': not_navfail
        '1': navfail
    navwarn:
      bits: 16
      values:
        '0': not_navwarn
        '1': navwarn
    rrswarn:
      bits: 18
      values:
        '0': not_rrswarn
        '1': rrswarn
    turbidw:
      bits: 11
      values:
        '0': not_turbidw
        '1': turbidw
    hisatzen:
      bits: 5
      values:
        '0': not_hisatzen
        '1': hisatzen
    hisolzen:
      bits: 12
      values:
        '0': not_atmfail
        '1': atmfail
    modglint:
      bits: 20
      values:
        '0': not_modglint
        '1': modglint
    prodfail:
      bits: 30
      values:
        '0': not_prodfail
        '1': prodfail
    coccolith:
      bits: 10
      values:
        '0': not_coccolith
        '1': coccolith
    neg_rhorc:
      bits: 27
      values:
        '0': positive_rhorc
        '1': negative_rhorc
    maxaeriter:
      bits: 19
      values:
        '0': not_maxaeriter
        '1': maxaeriter
    cloud_shadow:
      bits: 8
      values:
        '0': not_cloud_shadow
        '1': cloud_shadow
    seadas_cloud:
      bits: 7
      values:
        '0': not_cloud
        '1': cloud
...
---
# Product ls5_sr
# url: https://explorer.digitalearth.africa/products/ls5_sr.odc-product.yaml
name: ls5_sr
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 5 Collection 2 Level-2 Surface Reflectance
metadata:
  product:
    name: ls5_sr
measurements:
- name: SR_B1
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_1
  - blue
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - green
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - red
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - nir
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    dropped_pixel:
      bits: 9
      values:
        '0': false
        '1': true
    nir_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    tir_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_6_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
- name: SR_ATMOS_OPACITY
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - atmos_opacity
- name: SR_CLOUD_QA
  dtype: uint8
  units: bit_index
  nodata: 0
  aliases:
  - cloud_qa
  flags_definition:
    snow:
      bits: 4
      values:
        '0': false
        '1': true
    cloud:
      bits: 1
      values:
        '0': false
        '1': true
    water:
      bits: 5
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 2
      values:
        '0': false
        '1': true
    adjacent_to_cloud:
      bits: 3
      values:
        '0': false
        '1': true
    dark_dense_vegetation:
      bits: 0
      values:
        '0': false
        '1': true
...
---
# Product ls5_st
# url: https://explorer.digitalearth.africa/products/ls5_st.odc-product.yaml
name: ls5_st
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 5 Collection 2 Level-2 Surface Temperature
metadata:
  product:
    name: ls5_st
measurements:
- name: ST_B6
  dtype: uint16
  units: Kelvin
  nodata: 0
  aliases:
  - band_6
  - st
  - surface_temperature
- name: ST_TRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - trad
  - thermal_radiance
- name: ST_URAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - urad
  - upwell_radiance
- name: ST_DRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - drad
  - downwell_radiance
- name: ST_ATRAN
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - atran
  - atmospheric_transmittance
- name: ST_EMIS
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emis
  - emissivity
- name: ST_EMSD
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emsd
  - emissivity_stddev
- name: ST_CDIST
  dtype: int16
  units: Kilometers
  nodata: -9999
  aliases:
  - cdist
  - cloud_distance
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    dropped_pixel:
      bits: 9
      values:
        '0': false
        '1': true
    nir_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    tir_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_6_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
- name: ST_QA
  dtype: int16
  units: Kelvin
  nodata: -9999
  aliases:
  - st_qa
  - surface_temperature_quality
...
---
# Product ls7_sr
# url: https://explorer.digitalearth.africa/products/ls7_sr.odc-product.yaml
name: ls7_sr
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 7 Collection 2 Level-2 Surface Reflectance
metadata:
  product:
    name: ls7_sr
measurements:
- name: SR_B1
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_1
  - blue
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - green
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - red
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - nir
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    dropped_pixel:
      bits: 9
      values:
        '0': false
        '1': true
    nir_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    tir_h_saturation:
      bits: 8
      values:
        '0': false
        '1': true
    tir_l_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    band_6H_saturation:
      bits: 8
      values:
        '0': false
        '1': true
    band_6L_saturation:
      bits: 5
      values:
        '0': false
        '1': true
- name: SR_ATMOS_OPACITY
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - atmos_opacity
- name: SR_CLOUD_QA
  dtype: uint8
  units: bit_index
  nodata: 0
  aliases:
  - cloud_qa
  flags_definition:
    snow:
      bits: 4
      values:
        '0': false
        '1': true
    cloud:
      bits: 1
      values:
        '0': false
        '1': true
    water:
      bits: 5
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 2
      values:
        '0': false
        '1': true
    adjacent_to_cloud:
      bits: 3
      values:
        '0': false
        '1': true
    dark_dense_vegetation:
      bits: 0
      values:
        '0': false
        '1': true
...
---
# Product ls7_st
# url: https://explorer.digitalearth.africa/products/ls7_st.odc-product.yaml
name: ls7_st
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 7 Collection 2 Level-2 Surface Temperature
metadata:
  product:
    name: ls7_st
measurements:
- name: ST_B6
  dtype: uint16
  units: Kelvin
  nodata: 0
  aliases:
  - band_6
  - st
  - surface_temperature
- name: ST_TRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - trad
  - thermal_radiance
- name: ST_URAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - urad
  - upwell_radiance
- name: ST_DRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - drad
  - downwell_radiance
- name: ST_ATRAN
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - atran
  - atmospheric_transmittance
- name: ST_EMIS
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emis
  - emissivity
- name: ST_EMSD
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emsd
  - emissivity_stddev
- name: ST_CDIST
  dtype: int16
  units: Kilometers
  nodata: -9999
  aliases:
  - cdist
  - cloud_distance
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    dropped_pixel:
      bits: 9
      values:
        '0': false
        '1': true
    nir_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    tir_h_saturation:
      bits: 8
      values:
        '0': false
        '1': true
    tir_l_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    band_6H_saturation:
      bits: 8
      values:
        '0': false
        '1': true
    band_6L_saturation:
      bits: 5
      values:
        '0': false
        '1': true
- name: ST_QA
  dtype: int16
  units: Kelvin
  nodata: -9999
  aliases:
  - st_qa
  - surface_temperature_quality
...
---
# Product ls8_sr
# url: https://explorer.digitalearth.africa/products/ls8_sr.odc-product.yaml
name: ls8_sr
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 8 Collection 2 Level-2 Surface Reflectance
metadata:
  product:
    name: ls8_sr
measurements:
- name: SR_B1
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_1
  - coastal_aerosol
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - blue
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - green
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - red
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - nir
- name: SR_B6
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_6
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    cirrus:
      bits: 2
      values:
        '0': not_high_confidence
        '1': high_confidence
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    cirrus_confidence:
      bits:
      - 14
      - 15
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    nir_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_6_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    terrain_occlusion:
      bits: 11
      values:
        '0': false
        '1': true
- name: SR_QA_AEROSOL
  dtype: uint8
  units: bit_index
  nodata: 1
  aliases:
  - qa_aerosol
  - aerosol_qa
  flags_definition:
    water:
      bits: 2
      values:
        '0': false
        '1': true
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    aerosol_level:
      bits:
      - 6
      - 7
      values:
        '0': climatology
        '1': low
        '2': medium
        '3': high
    interpolated_aerosol:
      bits: 5
      values:
        '0': false
        '1': true
    valid_aerosol_retrieval:
      bits: 1
      values:
        '0': false
        '1': true
...
---
# Product ls8_st
# url: https://explorer.digitalearth.africa/products/ls8_st.odc-product.yaml
name: ls8_st
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 8 Collection 2 Level-2 Surface Temperature
metadata:
  product:
    name: ls8_st
measurements:
- name: ST_B10
  dtype: uint16
  units: Kelvin
  nodata: 0
  aliases:
  - band_10
  - st
  - surface_temperature
- name: ST_TRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - trad
  - thermal_radiance
- name: ST_URAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - urad
  - upwell_radiance
- name: ST_DRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - drad
  - downwell_radiance
- name: ST_ATRAN
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - atran
  - atmospheric_transmittance
- name: ST_EMIS
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emis
  - emissivity
- name: ST_EMSD
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emsd
  - emissivity_stddev
- name: ST_CDIST
  dtype: int16
  units: Kilometers
  nodata: -9999
  aliases:
  - cdist
  - cloud_distance
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    cirrus:
      bits: 2
      values:
        '0': not_high_confidence
        '1': high_confidence
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    cirrus_confidence:
      bits:
      - 14
      - 15
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    nir_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_6_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    terrain_occlusion:
      bits: 11
      values:
        '0': false
        '1': true
- name: ST_QA
  dtype: int16
  units: Kelvin
  nodata: -9999
  aliases:
  - st_qa
  - surface_temperature_quality
...
---
# Product ls9_sr
# url: https://explorer.digitalearth.africa/products/ls9_sr.odc-product.yaml
name: ls9_sr
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 9 Collection 2 Level-2 Surface Reflectance
metadata:
  product:
    name: ls9_sr
measurements:
- name: SR_B1
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_1
  - coastal_aerosol
- name: SR_B2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_2
  - blue
- name: SR_B3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_3
  - green
- name: SR_B4
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_4
  - red
- name: SR_B5
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_5
  - nir
- name: SR_B6
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_6
  - swir_1
- name: SR_B7
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_7
  - swir_2
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    cirrus:
      bits: 2
      values:
        '0': not_high_confidence
        '1': high_confidence
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    cirrus_confidence:
      bits:
      - 14
      - 15
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    nir_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_6_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    terrain_occlusion:
      bits: 11
      values:
        '0': false
        '1': true
- name: SR_QA_AEROSOL
  dtype: uint8
  units: bit_index
  nodata: 1
  aliases:
  - qa_aerosol
  - aerosol_qa
  flags_definition:
    water:
      bits: 2
      values:
        '0': false
        '1': true
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    aerosol_level:
      bits:
      - 6
      - 7
      values:
        '0': climatology
        '1': low
        '2': medium
        '3': high
    interpolated_aerosol:
      bits: 5
      values:
        '0': false
        '1': true
    valid_aerosol_retrieval:
      bits: 1
      values:
        '0': false
        '1': true
...
---
# Product ls9_st
# url: https://explorer.digitalearth.africa/products/ls9_st.odc-product.yaml
name: ls9_st
license: CC-BY-4.0
metadata_type: eo3
description: USGS Landsat 9 Collection 2 Level-2 Surface Temperature
metadata:
  product:
    name: ls9_st
measurements:
- name: ST_B10
  dtype: uint16
  units: Kelvin
  nodata: 0
  aliases:
  - band_10
  - st
  - surface_temperature
- name: ST_TRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - trad
  - thermal_radiance
- name: ST_URAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - urad
  - upwell_radiance
- name: ST_DRAD
  dtype: int16
  units: W/(m2.sr.μm)
  nodata: -9999
  aliases:
  - drad
  - downwell_radiance
- name: ST_ATRAN
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - atran
  - atmospheric_transmittance
- name: ST_EMIS
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emis
  - emissivity
- name: ST_EMSD
  dtype: int16
  units: '1'
  nodata: -9999
  aliases:
  - emsd
  - emissivity_stddev
- name: ST_CDIST
  dtype: int16
  units: Kilometers
  nodata: -9999
  aliases:
  - cdist
  - cloud_distance
- name: QA_PIXEL
  dtype: uint16
  units: bit_index
  nodata: 1
  aliases:
  - pq
  - pixel_quality
  flags_definition:
    snow:
      bits: 5
      values:
        '0': not_high_confidence
        '1': high_confidence
    clear:
      bits: 6
      values:
        '0': false
        '1': true
    cloud:
      bits: 3
      values:
        '0': not_high_confidence
        '1': high_confidence
    water:
      bits: 7
      values:
        '0': land_or_cloud
        '1': water
    cirrus:
      bits: 2
      values:
        '0': not_high_confidence
        '1': high_confidence
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
    cloud_shadow:
      bits: 4
      values:
        '0': not_high_confidence
        '1': high_confidence
    dilated_cloud:
      bits: 1
      values:
        '0': not_dilated
        '1': dilated
    cloud_confidence:
      bits:
      - 8
      - 9
      values:
        '0': none
        '1': low
        '2': medium
        '3': high
    cirrus_confidence:
      bits:
      - 14
      - 15
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    snow_ice_confidence:
      bits:
      - 12
      - 13
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
    cloud_shadow_confidence:
      bits:
      - 10
      - 11
      values:
        '0': none
        '1': low
        '2': reserved
        '3': high
- name: QA_RADSAT
  dtype: uint16
  units: bit_index
  nodata: 0
  aliases:
  - radsat
  - radiometric_saturation
  flags_definition:
    nir_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    red_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    blue_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    green_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_1_saturation:
      bits: 0
      values:
        '0': false
        '1': true
    band_2_saturation:
      bits: 1
      values:
        '0': false
        '1': true
    band_3_saturation:
      bits: 2
      values:
        '0': false
        '1': true
    band_4_saturation:
      bits: 3
      values:
        '0': false
        '1': true
    band_5_saturation:
      bits: 4
      values:
        '0': false
        '1': true
    band_6_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    band_7_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    swir_1_saturation:
      bits: 5
      values:
        '0': false
        '1': true
    swir_2_saturation:
      bits: 6
      values:
        '0': false
        '1': true
    terrain_occlusion:
      bits: 11
      values:
        '0': false
        '1': true
- name: ST_QA
  dtype: int16
  units: Kelvin
  nodata: -9999
  aliases:
  - st_qa
  - surface_temperature_quality
...
---
# Product maxar_morocco_earthquake
# url: https://explorer.digitalearth.africa/products/maxar_morocco_earthquake.odc-product.yaml
name: maxar_morocco_earthquake
license: CC-BY-NC-4.0
metadata_type: eo3
description: Maxar data related to the Morocco Earthquake event in September 
  2023.
metadata:
  product:
    name: maxar_morocco_earthquake
measurements:
- name: ms_analytic
  dtype: uint16
  units: '1'
  nodata: 0
- name: pan_analytic
  dtype: uint16
  units: '1'
  nodata: 0
- name: visual
  dtype: uint8
  units: '1'
  nodata: 0
storage:
  crs: EPSG:32629
  resolution:
    x: 4.7e-01
    y: -4.7e-01
...
---
# Product maxar_morocco_earthquake_4bands
# url: https://explorer.digitalearth.africa/products/maxar_morocco_earthquake_4bands.odc-product.yaml
name: maxar_morocco_earthquake_4bands
license: CC-BY-NC-4.0
metadata_type: eo3
description: Maxar data related to the Morocco Earthquake event in September 
  2023, collected by GeoEye-1 and WorldView-4 satellites
metadata:
  product:
    name: maxar_morocco_earthquake_4bands
measurements:
- name: ms_analytic_band_B
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_blue
- name: ms_analytic_band_G
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_green
- name: ms_analytic_band_R
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_red
- name: ms_analytic_band_N
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_nir08
- name: pan_analytic
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - pan
- name: visual_band_R
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - visual_red
- name: visual_band_G
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - visual_green
- name: visual_band_B
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - visual_blue
storage:
  crs: EPSG:32629
  resolution:
    x: 4.7e-01
    y: -4.7e-01
...
---
# Product maxar_morocco_earthquake_8bands
# url: https://explorer.digitalearth.africa/products/maxar_morocco_earthquake_8bands.odc-product.yaml
name: maxar_morocco_earthquake_8bands
license: CC-BY-NC-4.0
metadata_type: eo3
description: Maxar data related to the Morocco Earthquake event in September 
  2023, collected by WorldView-1 and WorldView-2 satellites
metadata:
  product:
    name: maxar_morocco_earthquake_8bands
measurements:
- name: ms_analytic_band_C
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_coastal
- name: ms_analytic_band_B
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_blue
- name: ms_analytic_band_G
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_green
- name: ms_analytic_band_Y
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_yellow
- name: ms_analytic_band_R
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_red
- name: ms_analytic_band_RE
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_rededge
- name: ms_analytic_band_N
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_nir08
- name: ms_analytic_band_N2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - ms_analytic_nir09
- name: pan_analytic
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - pan
- name: visual_band_R
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - visual_red
- name: visual_band_G
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - visual_green
- name: visual_band_B
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - visual_blue
storage:
  crs: EPSG:32629
  resolution:
    x: 4.7e-01
    y: -4.7e-01
...
---
# Product nasadem
# url: https://explorer.digitalearth.africa/products/nasadem.odc-product.yaml
name: nasadem
metadata_type: eo3
description: NASADEM from Microsoft's Planetary Computer
metadata:
  product:
    name: nasadem
measurements:
- name: elevation
  dtype: int16
  units: '1'
  nodata: -32768
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.777777777777778e-04
    longitude: 2.777777777777778e-04
...
---
# Product ndvi_anomaly
# url: https://explorer.digitalearth.africa/products/ndvi_anomaly.odc-product.yaml
name: ndvi_anomaly
license: CC-BY-4.0
metadata_type: eo3
description: Monthly NDVI Anomalies produced by Digital Earth Africa.
metadata:
  product:
    name: ndvi_anomaly
measurements:
- name: ndvi_mean
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - NDVI_MEAN
- name: ndvi_std_anomaly
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - NDVI_STD_ANOMALY
- name: clear_count
  dtype: int8
  units: '1'
  nodata: 0
  aliases:
  - CLEAR_COUNT
  - count
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product ndvi_climatology_ls
# url: https://explorer.digitalearth.africa/products/ndvi_climatology_ls.odc-product.yaml
name: ndvi_climatology_ls
license: CC-BY-4.0
metadata_type: eo3
description: Monthly NDVI Climatologies produced by Digital Earth Africa.
metadata:
  product:
    name: ndvi_climatology_ls
measurements:
- name: mean_jan
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_JAN
  - mean_january
- name: mean_feb
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_FEB
  - mean_february
- name: mean_mar
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_MAR
  - mean_march
- name: mean_apr
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_APR
  - mean_april
- name: mean_may
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_MAY
- name: mean_jun
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_JUN
  - mean_june
- name: mean_jul
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_JUL
  - mean_july
- name: mean_aug
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_AUG
  - mean_august
- name: mean_sep
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_SEP
  - mean_september
- name: mean_oct
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_OCT
  - mean_october
- name: mean_nov
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_NOV
  - mean_november
- name: mean_dec
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - MEAN_DEC
  - mean_december
- name: stddev_jan
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_JAN
  - stddev_january
- name: stddev_feb
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_FEB
  - stddev_feburary
- name: stddev_mar
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_MAR
  - stddev_march
- name: stddev_apr
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_APR
  - stddev_april
- name: stddev_may
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_MAY
- name: stddev_jun
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_JUN
  - stddev_june
- name: stddev_jul
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_JUL
  - stddev_july
- name: stddev_aug
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_AUG
  - stddev_august
- name: stddev_sep
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_SEP
  - stddev_september
- name: stddev_oct
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_OCT
  - stddev_october
- name: stddev_nov
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_NOV
  - stddev_november
- name: stddev_dec
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - STDDEV_DEC
  - stddev_december
- name: count_jan
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_JAN
  - count_january
- name: count_feb
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_FEB
  - count_february
- name: count_mar
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_MAR
  - count_march
- name: count_apr
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_APR
  - count_april
- name: count_may
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_MAY
- name: count_jun
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_JUN
  - count_june
- name: count_jul
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_JUL
  - count_july
- name: count_aug
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_AUG
  - count_august
- name: count_sep
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_SEP
  - count_september
- name: count_oct
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_OCT
  - count_october
- name: count_nov
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_NOV
  - count_november
- name: count_dec
  dtype: int16
  units: '1'
  nodata: -999
  aliases:
  - COUNT_DEC
  - count_december
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product rainfall_chirps_daily
# url: https://explorer.digitalearth.africa/products/rainfall_chirps_daily.odc-product.yaml
name: rainfall_chirps_daily
license: CC-BY-4.0
metadata_type: eo3
description: Rainfall Estimates from Rain Gauge and Satellite Observations
metadata:
  product:
    name: rainfall_chirps_daily
measurements:
- name: rainfall
  dtype: float32
  units: mm
  nodata: -9999
storage:
  crs: EPSG:4326
  resolution:
    latitude: -5.000000074505806e-02
    longitude: 5.000000074505806e-02
...
---
# Product rainfall_chirps_monthly
# url: https://explorer.digitalearth.africa/products/rainfall_chirps_monthly.odc-product.yaml
name: rainfall_chirps_monthly
license: CC-BY-4.0
metadata_type: eo3
description: Rainfall Estimates from Rain Gauge and Satellite Observations
metadata:
  product:
    name: rainfall_chirps_monthly
measurements:
- name: rainfall
  dtype: float32
  units: mm
  nodata: -9999
storage:
  crs: EPSG:4326
  resolution:
    latitude: -5.000000074505806e-02
    longitude: 5.000000074505806e-02
...
---
# Product s1_monthly_mosaic
# url: https://explorer.digitalearth.africa/products/s1_monthly_mosaic.odc-product.yaml
name: s1_monthly_mosaic
license: Copernicus
metadata_type: eo3
description: Monthly Sentinel-1 mosaics of weighted terrain-corrected 
  backscatter.
metadata:
  product:
    name: s1_monthly_mosaic
measurements:
- name: VV
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - vv
- name: VH
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - vh
...
---
# Product s1_rtc
# url: https://explorer.digitalearth.africa/products/s1_rtc.odc-product.yaml
name: s1_rtc
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel 1 Gamma0 normalised radar backscatter
metadata:
  product:
    name: s1_rtc
measurements:
- name: vv
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - VV
- name: vh
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - VH
- name: angle
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - ANGLE
  - local_incidence_angle
- name: area
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - AREA
  - normalised_scattering_area
- name: mask
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - MASK
  flags_definition:
    qa:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '1': valid data
        '2': invalid data
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.e-04
    longitude: 2.e-04
...
---
# Product s2_l2a
# url: https://explorer.digitalearth.africa/products/s2_l2a.odc-product.yaml
name: s2_l2a
license: Copernicus
metadata_type: eo3
description: Sentinel-2a and Sentinel-2b imagery, processed to Level 2A (Surface
  Reflectance) and converted to Cloud Optimized GeoTIFFs
metadata:
  product:
    name: s2_l2a
measurements:
- name: B01
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_01
  - coastal_aerosol
- name: B02
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_02
  - blue
- name: B03
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_03
  - green
- name: B04
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_04
  - red
- name: B05
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_05
  - red_edge_1
- name: B06
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_06
  - red_edge_2
- name: B07
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_07
  - red_edge_3
- name: B08
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_08
  - nir
  - nir_1
- name: B8A
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_8a
  - nir_narrow
  - nir_2
- name: B09
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_09
  - water_vapour
- name: B11
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_11
  - swir_1
  - swir_16
- name: B12
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_12
  - swir_2
  - swir_22
- name: SCL
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mask
  - qa
  flags_definition:
    qa:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '1': saturated or defective
        '2': dark area pixels
        '3': cloud shadows
        '4': vegetation
        '5': bare soils
        '6': water
        '7': unclassified
        '8': cloud medium probability
        '9': cloud high probability
        '10': thin cirrus
        '11': snow or ice
      description: Sen2Cor Scene Classification
- name: AOT
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - aerosol_optical_thickness
- name: WVP
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - scene_average_water_vapour
...
---
# Product s2_l2a_c1
# url: https://explorer.digitalearth.africa/products/s2_l2a_c1.odc-product.yaml
name: s2_l2a_c1
license: Copernicus
metadata_type: eo3
description: ESA Sentinel-2A and Sentinel-2B Collection 1 Level-2A Surface 
  Reflectance
metadata:
  product:
    name: s2_l2a_c1
measurements:
- name: coastal
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_01
  - coastal_aerosol
  - B01
  add_offset: -1000
- name: blue
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_02
  - B02
  add_offset: -1000
- name: green
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_03
  - B03
  add_offset: -1000
- name: red
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_04
  - B04
  add_offset: -1000
- name: rededge1
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_05
  - red_edge_1
  - B05
  add_offset: -1000
- name: rededge2
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_06
  - red_edge_2
  - B06
  add_offset: -1000
- name: rededge3
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_07
  - red_edge_3
  - B07
  add_offset: -1000
- name: nir
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_08
  - nir_1
  - B08
  add_offset: -1000
- name: nir08
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_8a
  - nir_narrow
  - nir_2
  - B8A
  add_offset: -1000
- name: nir09
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_09
  - water_vapour
  - B09
  add_offset: -1000
- name: swir16
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_11
  - swir_1
  - swir_16
  - B11
  add_offset: -1000
- name: swir22
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - band_12
  - swir_2
  - swir_22
  - B12
  add_offset: -1000
- name: scl
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - mask
  - qa
  - SCL
  flags_definition:
    qa:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      values:
        '0': no data
        '1': saturated or defective
        '2': dark area pixels
        '3': cloud shadows
        '4': vegetation
        '5': bare soils
        '6': water
        '7': unclassified
        '8': cloud medium probability
        '9': cloud high probability
        '10': thin cirrus
        '11': snow or ice
      description: Sen2Cor Scene Classification
- name: aot
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - aerosol_optical_thickness
  - AOT
- name: wvp
  dtype: uint16
  units: '1'
  nodata: 0
  aliases:
  - scene_average_water_vapour
  - WVP
- name: cloud
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - cloud_probabilities
  - CLD
- name: snow
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - snow_probabilities
  - snow_ice
  - SNW
...
---
# Product s3_ol_2_wfr_nrt
# url: https://explorer.digitalearth.africa/products/s3_ol_2_wfr_nrt.odc-product.yaml
name: s3_ol_2_wfr_nrt
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-3 Level 2 Water Full Resolution (WFR) products in Near 
  Real Time (NRT)
metadata:
  product:
    name: s3_ol_2_wfr_nrt
measurements:
- name: A865
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - a865
- name: A865_err
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - a865_err
  - A865_ERR
- name: CHL_NN
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - chl_nn
- name: CHL_NN_err
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - chl_nn_err
  - CHL_NN_ERR
- name: CHL_OC4ME
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - chl_oc4me
- name: CHL_OC4ME_err
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - chl_oc4me_err
  - CHL_OC4ME_ERR
- name: IWV
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - imv
- name: IWV_err
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - imv_err
  - IWV_ERR
- name: Oa01_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa01
  - OA01
- name: Oa02_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa02
  - OA02
- name: Oa03_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa03
  - OA03
- name: Oa04_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa04
  - OA04
- name: Oa05_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa05
  - OA05
- name: Oa06_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa06
  - OA06
- name: Oa07_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa07
  - OA07
- name: Oa08_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa08
  - OA08
- name: Oa09_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa09
  - OA09
- name: Oa10_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa10
  - OA10
- name: Oa11_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa11
  - OA11
- name: Oa12_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa12
  - OA12
- name: Oa16_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa16
  - OA16
- name: Oa17_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa17
  - OA17
- name: Oa18_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa18
  - OA18
- name: Oa21_reflectance
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa21
  - OA21
- name: PAR
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - par
- name: PAR_err
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - par_err
  - PAR_ERR
- name: T865
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - t865
- name: T865_err
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - T865_ERR
- name: wqsf
  dtype: float32
  units: '1'
  nodata: 0
  aliases:
  - WQSF
storage:
  crs: EPSG:4326
  resolution:
    latitude: -3.e-03
    longitude: 3.e-03
...
---
# Product s3_olci_l2_lfr
# url: https://explorer.digitalearth.africa/products/s3_olci_l2_lfr.odc-product.yaml
name: s3_olci_l2_lfr
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-3 OLCI L2 LAND
metadata:
  product:
    name: s3_olci_l2_lfr
measurements:
- name: GIFAPAR
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - GI-FAPAR
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: IWV_L
  dtype: uint8
  units: kg/m²
  nodata: 255
  aliases:
  - water_vapour
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: OTCI
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - chlorophyll
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: RC681
  dtype: uint16
  units: '1'
  nodata: 65535
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: RC865
  dtype: uint16
  units: '1'
  nodata: 65535
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: LQSF
  dtype: float32
  units: '1'
  nodata: -1
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    soil:
      bits:
      - 0
      - 1
      values:
        '0': Poor
        '1': Fair
        '2': Good
        '3': Very good
      description: Soil quality indicator
    aerosol:
      bits:
      - 2
      - 3
      values:
        '0': Poor
        '1': Fair
        '2': Good
        '3': Very good
      description: Aerosol quality indicator
    bad_data:
      bits:
      - 6
      - 7
      values:
        '0': Poor
        '3': Very good
      description: Bad data indicator
    view_angle:
      bits:
      - 4
      - 5
      values:
        '0': Poor
        '1': Fair
        '2': Good
        '3': Very good
      description: View angle quality indicator
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - mask
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -3.e-03
    longitude: 3.e-03
...
---
# Product s3_olci_l2_wfr
# url: https://explorer.digitalearth.africa/products/s3_olci_l2_wfr.odc-product.yaml
name: s3_olci_l2_wfr
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-3 OLCI L2 WATER
metadata:
  product:
    name: s3_olci_l2_wfr
measurements:
- name: A865
  dtype: int16
  units: '1'
  nodata: 32767
  aliases:
  - aerosol_angstrom_exponent
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: ADG443_NN
  dtype: int16
  units: log10(1/m)
  nodata: 32767
  aliases:
  - CDM_absorbtion_coefficient
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B01
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa01_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B02
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa02_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B03
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa03_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-05
- name: B04
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa04_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B05
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa05_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B06
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa06_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B07
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa07_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B08
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa08_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B09
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa09_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B10
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa10_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B11
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa11_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B12
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa12_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B16
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa16_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B17
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa17_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B18
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa18_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B21
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - Oa21_reflectance
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: CHL_NN
  dtype: int16
  units: log10(mg/m^3)
  nodata: 32767
  aliases:
  - algal_pigment_complex_waters
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: CHL_OC4ME
  dtype: int16
  units: log10(mg/m^3)
  nodata: 32767
  aliases:
  - algal_pigment_open_waters
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: IWV_W
  dtype: uint8
  units: kg/m^2
  nodata: 255
  aliases:
  - integrated_water_vapour
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: KD490_M07
  dtype: int16
  units: log10(1/m)
  nodata: 32767
  aliases:
  - diffuse_attenuation_coefficient
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: PAR
  dtype: uint16
  units: microeinstein/s/m^2
  nodata: 65535
  aliases:
  - photosynthetically_active_radiation
  add_offset: 0.e+00
  scale_factor: 1
- name: T865
  dtype: int16
  units: '1'
  nodata: 32767
  aliases:
  - aerosol_optical_thickness
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: TSM_NN
  dtype: int16
  units: log10(g/m^3)
  nodata: 32767
  aliases:
  - total_suspended_matter
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - mask
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -3.e-03
    longitude: 3.e-03
...
---
# Product s3_slstr_l2_lst
# url: https://explorer.digitalearth.africa/products/s3_slstr_l2_lst.odc-product.yaml
name: s3_slstr_l2_lst
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-3 LST
metadata:
  product:
    name: s3_slstr_l2_lst
measurements:
- name: LST
  dtype: uint16
  units: K
  nodata: 65535
  aliases:
  - Land_surface_temperature
  add_offset: 0.e+00
  scale_factor: 1.e-02
- name: LST_uncertainty
  dtype: uint16
  units: K
  nodata: 65535
  aliases:
  - Land_surface_temperature_uncertainty
  add_offset: 0.e+00
  scale_factor: 1.e-02
- name: NDVI
  dtype: int16
  units: '1'
  nodata: 32767
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: CONFIDENCE
  dtype: uint16
  units: '1'
  nodata: 65535
  aliases:
  - mask
  flags_definition:
    qa:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 5
      - 6
      - 7
      - 8
      - 9
      - 10
      - 11
      - 12
      - 13
      - 14
      - 15
      values:
        '0': coastline
        '1': ocean
        '2': tidal
        '3': land
        '4': inland water
        '5': unfilled
        '6': spare
        '7': spare
        '8': cosmetic
        '9': duplicate
        '10': day
        '11': twilight
        '12': sun glint
        '13': snow
        '14': summary cloud
        '15': summary pointing
      description: Quality Flags
storage:
  crs: EPSG:4326
  resolution:
    latitude: -3.e-03
    longitude: 3.e-03
...
---
# Product s3_syn_2_vg1
# url: https://explorer.digitalearth.africa/products/s3_syn_2_vg1.odc-product.yaml
name: s3_syn_2_vg1
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-3 Level-2 VG1 SYN product
metadata:
  product:
    name: s3_syn_2_vg1
measurements:
- name: AG_VG1
  dtype: uint8
  units: '1'
  nodata: 255
  aliases:
  - aerosol_optical_thickness
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: B0_VG1
  dtype: int16
  units: '1'
  nodata: 32767
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B2_VG1
  dtype: int16
  units: '1'
  nodata: 32767
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: B3_VG1
  dtype: int16
  units: '1'
  nodata: 32767
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: MIR_VG1
  dtype: int16
  units: '1'
  nodata: 32767
  aliases:
  - middle_infrared
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: NDVI_VG1
  dtype: int16
  units: '1'
  nodata: 32767
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: OG_VG1
  dtype: uint8
  units: atm.cm
  nodata: 255
  aliases:
  - total_column_ozone
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: SAA_VG1
  dtype: int16
  units: degrees
  nodata: 32767
  aliases:
  - solar_azimuth_angle
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: SZA_VG1
  dtype: uint8
  units: degrees
  nodata: 255
  aliases:
  - solar_zenith_angle
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    mask:
      bits:
      - 0
      - 1
      - 2
      - 3
      - 4
      - 8
      - 16
      - 32
      - 64
      - 128
      values:
        '0': clear
        '1': shadow
        '2': uncertain
        '3': cloud
        '4': ice_or_snow
        '8': land
        '16': MIR_good
        '32': B3_good
        '64': B2_good
        '128': B0_good
      description: Sentinel-3 Core Status Flag
- name: TOA_NDVI_VG1
  dtype: int16
  units: '1'
  nodata: 32767
  add_offset: 0.e+00
  scale_factor: 1.e-04
- name: VAA_VG1
  dtype: int16
  units: degrees
  nodata: 32767
  aliases:
  - view_azimuth_angle
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: VZA_VG1
  dtype: uint8
  units: degrees
  nodata: 255
  aliases:
  - view_zenith_angle
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: WVG_VG1
  dtype: uint8
  units: g/cm^2
  nodata: 255
  aliases:
  - total_column_water_vapour
  add_offset: 0.e+00
  scale_factor: 1.e+00
storage:
  crs: EPSG:4326
  resolution:
    latitude: -3.e-03
    longitude: 3.e-03
...
---
# Product s5p_tropomi_l2_aer_ai
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_aer_ai.odc-product.yaml
name: s5p_tropomi_l2_aer_ai
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-5p TROPOMI Level 2 UV Aerosol Index.
metadata:
  product:
    name: s5p_tropomi_l2_aer_ai
measurements:
- name: AER_AI_340_380
  dtype: float32
  units: '1'
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: AER_AI_354_388
  dtype: float32
  units: '1'
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
# Product s5p_tropomi_l2_ch4
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_ch4.odc-product.yaml
name: s5p_tropomi_l2_ch4
license: CC-BY-4.0
metadata_type: eo3
description: "Sentinel-5P TROPOMI Level 2 Methane (CH4) column-averaged mixing ratio.\n"
metadata:
  product:
    name: s5p_tropomi_l2_ch4
measurements:
- name: CH4
  dtype: float32
  units: ppb
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
# Product s5p_tropomi_l2_cloud
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_cloud.odc-product.yaml
name: s5p_tropomi_l2_cloud
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-5p TROPOMI Level 2 Cloud fraction, albedo, top pressure.
metadata:
  product:
    name: s5p_tropomi_l2_cloud
measurements:
- name: CLOUD_BASE_PRESSURE
  dtype: float32
  units: pa
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: CLOUD_TOP_PRESSURE
  dtype: float32
  units: pa
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: CLOUD_BASE_HEIGHT
  dtype: float32
  units: m
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: CLOUD_TOP_HEIGHT
  dtype: float32
  units: m
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: CLOUD_OPTICAL_THICKNESS
  dtype: float32
  units: '1'
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: CLOUD_FRACTION
  dtype: float32
  units: '1'
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
# Product s5p_tropomi_l2_co
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_co.odc-product.yaml
name: s5p_tropomi_l2_co
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-5p TROPOMI Level 2 Carbon Monoxide (CO) total column.
metadata:
  product:
    name: s5p_tropomi_l2_co
measurements:
- name: CO
  dtype: float32
  units: mol/m^2
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
# Product s5p_tropomi_l2_hcho
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_hcho.odc-product.yaml
name: s5p_tropomi_l2_hcho
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-5p TROPOMI Level 2 Formaldehyde (HCHO) total column.
metadata:
  product:
    name: s5p_tropomi_l2_hcho
measurements:
- name: HCHO
  dtype: float32
  units: mol/m^2
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
# Product s5p_tropomi_l2_no2
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_no2.odc-product.yaml
name: s5p_tropomi_l2_no2
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-5p TROPOMI Level 2 Nitrogen Dioxide (NO2), total and 
  tropospheric columns.
metadata:
  product:
    name: s5p_tropomi_l2_no2
measurements:
- name: NO2
  dtype: float32
  units: mol/m^2
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
# Product s5p_tropomi_l2_o3
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_o3.odc-product.yaml
name: s5p_tropomi_l2_o3
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-5p TROPOMI Level 2 Ozone (O3) total column.
metadata:
  product:
    name: s5p_tropomi_l2_o3
measurements:
- name: O3
  dtype: float32
  units: mol/m^2
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
# Product s5p_tropomi_l2_so2
# url: https://explorer.digitalearth.africa/products/s5p_tropomi_l2_so2.odc-product.yaml
name: s5p_tropomi_l2_so2
license: CC-BY-4.0
metadata_type: eo3
description: Sentinel-5p TROPOMI Level 2 Sulfur Dioxide (SO2) total column.
metadata:
  product:
    name: s5p_tropomi_l2_so2
measurements:
- name: SO2
  dtype: float32
  units: mol/m^2
  nodata: -9999
  add_offset: 0
  scale_factor: 1
- name: dataMask
  dtype: uint8
  units: '1'
  nodata: 255
  add_offset: 0
  scale_factor: 1
storage:
  crs: EPSG:4326
  resolution:
    latitude: -1.e-02
    longitude: 1.e-02
...
---
name: wapor_soil_moisture
license: CC-BY-SA-4.0
metadata_type: eo3
description: WaPOR v3 Level 2 100m dekadal relative root zone soil moisture.
metadata:
  product:
    name: wapor_soil_moisture
measurements:
- name: relative_soil_moisture
  dtype: int16
  units: '%'
  nodata: -9999
  add_offset: 0.e+00
  scale_factor: 1.e-03
# Product wapor_soil_moisture
# url: https://explorer.digitalearth.africa/products/wapor_soil_moisture.odc-product.yaml
load:
  crs: EPSG:4326
  resolution:
    latitude: -9.765625e-04
    longitude: 9.765625e-04
...
---
# Product wofs_ls
# url: https://explorer.digitalearth.africa/products/wofs_ls.odc-product.yaml
name: wofs_ls
license: CC-BY-4.0
metadata_type: eo3
description: Historic Flood Mapping Water Observations from Space
metadata:
  product:
    name: wofs_ls
measurements:
- name: water
  dtype: uint8
  units: '1'
  nodata: 1
  flags_definition:
    dry:
      bits:
      - 7
      - 6
      - 5
      - 4
      - 3
      - 2
      - 1
      - 0
      values:
        '0': true
      description: No water detected
    wet:
      bits:
      - 7
      - 6
      - 5
      - 4
      - 3
      - 2
      - 1
      - 0
      values:
        '128': true
      description: Clear and Wet
    cloud:
      bits: 6
      values:
        '0': false
        '1': true
      description: Cloudy
    nodata:
      bits: 0
      values:
        '0': false
        '1': true
      description: No data
    high_slope:
      bits: 4
      values:
        '0': false
        '1': true
      description: High slope
    cloud_shadow:
      bits: 5
      values:
        '0': false
        '1': true
      description: Cloud shadow
    noncontiguous:
      bits: 1
      values:
        '0': false
        '1': true
      description: At least one EO band is missing or saturated
    terrain_shadow:
      bits: 3
      values:
        '0': false
        '1': true
      description: Terrain shadow
    water_observed:
      bits: 7
      values:
        '0': false
        '1': true
      description: Classified as water by the decision tree
    low_solar_angle:
      bits: 2
      values:
        '0': false
        '1': true
      description: Low solar incidence angle
...
---
# Product wofs_ls_summary_alltime
# url: https://explorer.digitalearth.africa/products/wofs_ls_summary_alltime.odc-product.yaml
name: wofs_ls_summary_alltime
license: CC-BY-4.0
metadata_type: eo3
description: Water Observations from Space Alltime Statistics
metadata:
  product:
    name: wofs_ls_summary_alltime
measurements:
- name: count_wet
  dtype: int16
  units: '1'
  nodata: -999
- name: count_clear
  dtype: int16
  units: '1'
  nodata: -999
- name: frequency
  dtype: float32
  units: '1'
  nodata: NaN
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
# Product wofs_ls_summary_annual
# url: https://explorer.digitalearth.africa/products/wofs_ls_summary_annual.odc-product.yaml
name: wofs_ls_summary_annual
license: CC-BY-4.0
metadata_type: eo3
description: Water Observations from Space Annual Statistics
metadata:
  product:
    name: wofs_ls_summary_annual
measurements:
- name: count_wet
  dtype: int16
  units: '1'
  nodata: -999
- name: count_clear
  dtype: int16
  units: '1'
  nodata: -999
- name: frequency
  dtype: float32
  units: '1'
  nodata: NaN
storage:
  crs: EPSG:6933
  resolution:
    x: 30
    y: -30
...
---
name: wq_annual
license: CC-BY-4.0
metadata_type: eo3
description: "DE Africa Water Quality Service annual water quality variables at 10m
  resolution - version 1.\n"
metadata:
  product_name: wq_annual
measurements:
- name: agm_fai
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - fai
  - FAI
  - floating_algae_index
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: agm_hue
  dtype: float32
  units: degrees
  nodata: NaN
  aliases:
  - hue
  - HUE
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: agm_ndvi
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - ndvi
  - NDVI
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: agm_owt
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - owt
  - OWT
  - optical_water_type
  add_offset: 0.e+00
  scale_factor: 1.e+00
  flags_definition:
    mask:
      bits:
      - 0
      - 1
      - 2
      - 3
      values:
        '1': eutrophic_and_blue_green
        '2': eutrophic_and_blue_green
        '3': oligotrophic_clear
        '4': eutrophic_and_blue_green
        '5': eutrophic_and_blue_green
        '6': hyper_eutrophic_green_brown
        '7': hyper_eutrophic_green_brown
        '8': hyper_eutrophic_green_brown
        '9': oligotrophic_clear
        '10': hyper_eutrophic_green_brown
        '11': eutrophic_and_blue_green
        '12': eutrophic_and_blue_green
        '13': oligotrophic_clear
      description: optical water type classes
- name: chla
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - CHLA
  - chlorophyll_a
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: clear_water
  dtype: float32
  units: '1'
  nodata: NaN
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: tirs_st_ann_max
  dtype: float32
  units: degrees Celsius
  nodata: NaN
  aliases:
  - st_max
  - max_surface_temperature
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: tirs_st_ann_med
  dtype: float32
  units: degrees Celsius
  nodata: NaN
  aliases:
  - st_median
  - median_surface_temperature
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: tirs_st_ann_min
  dtype: float32
  units: degrees Celsius
  nodata: NaN
  aliases:
  - st_min
  - min_surface_temperature
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: tsi
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - TSI
  - trophic_state_index
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: tsm
  dtype: float32
  units: '1'
  nodata: NaN
  aliases:
  - TSM
  - total_suspended_matter
  add_offset: 0.e+00
  scale_factor: 1.e+00
- name: water_mask
  dtype: float32
  units: '1'
  nodata: NaN
  add_offset: 0.e+00
  scale_factor: 1.e+00
# Product wq_annual
# url: https://explorer.digitalearth.africa/products/wq_annual.odc-product.yaml
load:
  crs: EPSG:6933
  resolution:
    x: 10
    y: -10
...
---
# Product wsf_2015
# url: https://explorer.digitalearth.africa/products/wsf_2015.odc-product.yaml
name: wsf_2015
license: CC-BY-4.0
metadata_type: eo3
description: The World Settlement Footprint WSF 2015 version 2 (WSF2015 v2) is a
  10m resolution binary maskoutlining the extent of human settlements globally 
  for the year 2015 based on multiple datasets.
metadata:
  product:
    name: wsf_2015
measurements:
- name: wsf2015
  dtype: uint8
  units: '1'
  nodata: 0
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.983152841195215e-05
    longitude: 8.983152841195215e-05
...
---
# Product wsf_2019
# url: https://explorer.digitalearth.africa/products/wsf_2019.odc-product.yaml
name: wsf_2019
license: CC-BY-4.0
metadata_type: eo3
description: The World Settlement Footprint (WSF) 2019 is a 10m resolution 
  binary mask outlining the extent of human settlements globally derived by 
  means of 2019 multitemporal Sentinel-1 (S1) and Sentinel-2 (S2) imagery.
metadata:
  product:
    name: wsf_2019
measurements:
- name: wsf2019
  dtype: uint8
  units: '1'
  nodata: 0
storage:
  crs: EPSG:4326
  resolution:
    latitude: -8.983152841195215e-05
    longitude: 8.983152841195215e-05
...
---
# Product wsf_evolution
# url: https://explorer.digitalearth.africa/products/wsf_evolution.odc-product.yaml
name: wsf_evolution
license: CC-BY-4.0
metadata_type: eo3
description: The World Settlement Footprint (WSF) Evolution is a 30m resolution 
  dataset derived from Landsat-5/7 outlining the global settlement extent on a 
  yearly basis from 1985 to 2015.
metadata:
  product:
    name: wsf_evolution
measurements:
- name: wsfevolution
  dtype: int32
  units: '1'
  nodata: 0
- name: idc_score
  dtype: uint8
  units: '1'
  nodata: 0
  aliases:
  - idc
  - idcscore
  - idcs
storage:
  crs: EPSG:4326
  resolution:
    latitude: -2.6949458523585647e-04
    longitude: 2.6949458523585647e-04
...