Meta/WRI Global Canopy Height v2
Forest & Carbon
~1.2 m
Static multi-year composite
+30 geospatial dataset
Forest & Carbon
Nature Trace Forest Typology 2020
Forest & Carbon
Land Cover
10 m
Static baseline
Tree Cover Loss (10 Years)
Forest & Carbon
Land Cover
30 m
Annual, aggregated to a 10-year loss window
Non-Forest Areas (PALSAR)
Forest & Carbon
25 m
Single latest yearly classification
USDA Landscape Change Monitoring
Forest & Carbon
Land Cover
30 m
Annual modeled thematic layers
NAIP Tree Cover (2014)
Forest & Carbon
Land Cover
1 m
Static baseline product
LANDFIRE Vegetation Cover
Forest & Carbon
Land Cover
30 m
Annual product
LANDFIRE Vegetation Height
Forest & Carbon
30 m
Annual product
LANDFIRE Vegetation Type
Forest & Carbon
Land Cover
30 m
Annual product
Drivers of Forest Loss (WRI / Google DeepMind)
Forest & Carbon
Land Cover
~1 km
Single period (one class per cell for 2001-2025)
Above-Ground Biomass (ESA CCI v6)
Forest & Carbon
~100 m
Annual maps for selected years
Forest Loss Due to Fire
Forest & Carbon
Land Cover
30 m
Annual
Harmonized Landsat Sentinel-2 NDVI
Forest & Carbon
Land Cover
30 m
Per source observation; composited by requested window
Disturbance Alerts
Forest & Carbon
Land Cover
10 m (30 m Landsat-based alerts upsampled)
Daily alert dates
JRC Global Forest Cover 2020
Forest & Carbon
10 m
Static baseline
JRC Global Forest Type 2020
Forest & Carbon
Land Cover
10 m
Static baseline
JRC Tropical Moist Forest Annual Changes
Forest & Carbon
Land Cover
30 m
Annual
Carbon Offset Project Boundaries (Africa)
Forest & Carbon
Registry project boundaries (georeferenced or official shapefiles)
Static snapshot
Landsat 8/9 NBR
Forest & Carbon
Land Cover
30 m
Per source observation; composited by requested window
Landsat 8/9 NDVI
Forest & Carbon
Land Cover
30 m
Per source observation; composited by requested window
Fire History (MODIS Burned Area)
Forest & Carbon
~463 m (~21 ha per pixel)
Monthly source, counted by calendar year
Sentinel-2 EVI
Forest & Carbon
Land Cover
10 m
Per source observation; composited by requested window
Sentinel-2 NBR
Forest & Carbon
Land Cover
20 m
Per source observation; composited by requested window
Sentinel-2 NDVI
Forest & Carbon
Land Cover
10 m
Per source observation; composited by requested window
WRI SBTN Natural Lands 2020
Forest & Carbon
Land Cover
30 m
Static baseline
Water & Climate
Precipitation
Water & Climate
0.05 degree (~5.5 km)
Median composite over pentad precipitation observations
Rivers & Streams
Water & Climate
Vector
Continuously updated
Landsat 8/9 NDWI
Water & Climate
30 m
Per source observation; composited by requested window
Sentinel-2 NDMI
Water & Climate
20 m
Per source observation; composited by requested window
Sentinel-2 NDWI
Water & Climate
10 m
Per source observation; composited by requested window
Land Cover
Dynamic World - LULC
Land Cover
10 m
Per Sentinel-2 observation; composited by requested window
ESA WorldCover
Land Cover
10 m
Annual
ESRI Land Cover
Land Cover
10 m
Annual
USGS NLCD Land Cover
Land Cover
30 m
Annual
Fields of The World (Global)
Land Cover
~10 m source grid; vectorized field predictions
Annual modeled layers
MapBiomas Brazil
Land Cover
30 m
Annual
MapBiomas Chaco
Land Cover
30 m
Annual
USDA Cropland Data Layer 30 m
Land Cover
30 m
Annual
Terrain
Global Slope
Terrain
30 m
Static terrain derivative
Slope - USGS 3DEP
Terrain
10 m
Static terrain derivative
Contour Lines
Terrain
Zoom-dependent contours
Static terrain product
Relief
Terrain
~30 m
Static elevation model
Infrastructure
Mapbox - Roads
Infrastructure
Vector
Continuously updated
Mapbox - Settlements
Infrastructure
Vector
Continuously updated
Biodiversity
Birdlife Key Biodiversity Areas
Biodiversity
Vector polygons
Latest available snapshot
WDPA Protected Areas
Biodiversity
Vector polygons
Static snapshot
WWF Ecoregions
Biodiversity
Land Cover
Generalized vector boundaries
Static ecoregion classification
Basemaps
AlphaEarth Annual Satellite Embeddings
Basemaps
10 m
Annual
Harmonized Landsat Sentinel-2 True Color
Basemaps
30 m
Per source observation; composited by requested window
Landsat 8/9 False Color NIR
Basemaps
30 m
Per source observation; composited by requested window
Landsat 8/9 False Color SWIR
Basemaps
30 m
Per source observation; composited by requested window
Landsat 8/9
Basemaps
30 m (RGB surface reflectance composite)
16-day revisit per satellite; approximately 8 days combined
NAIP
Basemaps
1 m nominal (NAIP orthophotos)
Irregular by state; typically 2-3 year revisit
Sentinel-2 False Color NIR
Basemaps
10 m
Per source observation; composited by requested window
Sentinel-2 False Color SWIR
Basemaps
20 m
Per source observation; composited by requested window
Sentinel-2
Basemaps
10 m (RGB composite)
5-day revisit at the equator
Put these layers to work.
Build the processing and analysis workflows your team needs.