Data Sources/ESA WorldCover

ESA WorldCover

Free 10-meter resolution global land cover from Sentinel-1 and Sentinel-2, classifying 11 land cover types.

Urban Planning

Plan urban development, zoning, and infrastructure improvements using land cover, demographic, and transportation data.

Environmental Monitoring

Track environmental changes including deforestation, pollution levels, and ecosystem health using Earth observation data.

Agriculture & Land Use

Monitor crop health, soil conditions, and land use changes for precision agriculture and sustainable land management.

ESA WorldCover occupies a unique position in the land cover landscape: it's the only free global product that combines 10-meter resolution with rigorous validation against independent reference data. That combination matters because it means you can use WorldCover as a reliable baseline for analysis at scales where coarser products (MODIS at 500m, Corine at 100m) blur critical detail — individual agricultural fields, small urban patches, narrow riparian corridors, and coastal mangrove strips all show up clearly.

Produced by ESA from both Sentinel-2 optical and Sentinel-1 radar data, WorldCover maintains consistency across cloud-prone regions where optical-only approaches struggle.

For most GIS workflows that need a stable, validated land cover layer — carbon accounting, habitat classification, urban footprint analysis, or agricultural area estimation — WorldCover is the practical starting point at global scale. It's not designed for change monitoring (Dynamic World is better suited there) or fine thematic distinctions (Corine's 44 classes offer more detail for Europe), but as a single, clean map of what the land surface looks like right now, nothing else matches its resolution and accessibility.

WorldCover pairs well with population grids, building footprints, and elevation data, giving you a land cover context layer that holds up at both regional overviews and site-level inspection.

Frequently Asked Questions

10 meters — the highest resolution of any free global land cover map. This captures individual fields, small water bodies, and narrow roads that coarser products miss.

11 classes including tree cover, shrubland, grassland, cropland, built-up, bare/sparse vegetation, snow/ice, permanent water, herbaceous wetland, mangroves, and moss/lichen.

Overall accuracy is approximately 75% against independent reference data. Forests and water bodies have the highest accuracy. Cropland and built-up areas are more challenging in some regions.

Both are 10m resolution and global. ESA WorldCover provides rigorously validated annual maps with 11 classes. Dynamic World updates every 2–5 days with 9 classes and probability scores, but individual images are noisier. Choose WorldCover for stable maps, Dynamic World for change monitoring.

Through the web viewer at esa-worldcover.org, as GeoTIFF tile downloads, or via Google Earth Engine, Microsoft Planetary Computer, and AWS as Cloud Optimized GeoTIFFs.

Details

CoverageGlobal
Layer TypeRaster
Update FrequencyAnnual editions (2020, 2021)
Categories
Remote SensingMapping
Visit sourceUse data in Atlas