ESA WorldCover
Date modified: 11 Nov 2025
Product Overview
Background
The ESA WorldCover product is a freely accessible global land cover map at 10m resolution for the year 2020 and 2021, based on both Sentinel-1 and Sentinel-2 data. The discrete classification map provides 11 land cover/land use classes and is defined using the Land Cover Classification System (LCCS) developed by the United Nations (UN) Food and Agricultre Organization (FAO).
Product User Manual
Product User Manual for ESA WorldCover 2020
Product User Manual for ESA WorldCover 2021
A `Jupyter Notebook <>`__ which demonstrates loading and using landcover datasets in the Sandbox is also available.
Specifications
Spatial and temporal coverage
Relevant metadata for the ESA WorldCover product can be viewed on the DE Arabia `Metadata Explorer <>`__.
Table 1: ESA WorldCover product specifications
Specification |
|
|---|---|
Product name |
|
Cell size - X (degrees) |
0.000083° (~10m) |
Cell size - Y (degrees) |
0.000083° (~10m) |
Coordinate reference system |
|
Temporal resolution |
Annual |
Temporal range |
2020 , 2021 |
Update frequency |
Annual |
The specific temporal and geographic extents for the product can be explored as an interactive map on the `Metadata Explorer <>`__. Data is available for the region shaded in blue.
Figure 1: ESA WorldCover product geographic extent
Measurements
Table 2: ESA WorldCover product measurements
Band ID |
Description |
Units |
Data type |
No data\(^\dagger\) |
|---|---|---|---|---|
classification |
Land cover classification |
1 |
uint8 |
0.0 |
Processing
The ESA WorldCover global land cover product was generated using both Sentinel-2 multi-spectral imagery and Sentinel-1 C-band Synthetic Aperture Radar (SAR) imagery. The algorithm used to generate the product is based on the algorithm used to produce the dynamic annual Copernicus Global Land Service Land Cover map at 100m resolution (CGLS_LC100m). A summary of the algorithm is presented in the Product User Manual for 2020 and Product User Manual for 2021.
References
Zanaga, D., Van De Kerchove, R., De Keersmaecker, W., Souverijns, N., Brockmann, C., Quast, R., Wevers, J., Grosu, A., Paccini, A., Vergnaud, S., Cartus, O., Santoro, M., Fritz, S., Georgieva, I., Lesiv, M., Carter, S., Herold, M., Li, Linlin, Tsendbazar, N.E., Ramoino, F., Arino, O., 2021. ESA WorldCover 10 m 2020 v100. https://doi.org/10.5281/zenodo.5571936
Zanaga, D., Van De Kerchove, R.,Daems, D.,De Keersmaecker, W., Brockmann, C., Kirches, G., Wevers, J., Cartus, O., Santoro, M., Fritz, S., Lesiv, M., Herold, M., Tsendbazar, N.E., Xu, P., Ramoino, F., Arino, O. ESA WorldCover 10 m 2021 v200 https://zenodo.org/record/7254221
License and Acknowledgements
The ESA WorldCover product is provided free of charge, without restriction of use. For the full license information see the Creative Commons Attribution 4.0 International License.
Data Acess
Amazon Web Service
The ESA WorldCover 10m 2020 and 2021 products are avaliable in AWS S3.
Table 3: AWS data acess details.
AWS S3 details |
|
|---|---|
Bucket ARD |
|
Region |
|
The products are hosted on the esa-worldcover S3 bucket in the AWS eu-central-1 region.
The file paths follow the format: https://esa-worldcover.s3.eu-central-1.amazonaws.com/v100/{year}/map/
OGC Web Services (OWS)
The ESA WorldCover 10m product esa_worldcover is available through the Digital Earth Arabia’s OWS.
Table 4: OWS data access details.
OWS details |
|
|---|---|
Name |
|
Web Map Services (WMS) URL |
|
Web Coverage Service (WCS) URL |
|
Layer name |
|
Digital Earth Arabia OWS details can be found at [).
Open Data Cube (ODC)
The ESA WorldCover product can be accessed through the Digital Earth Arabia ODC API, which is available through the `Digital Earth Arabia Sandbox <>`__.
ODC product name: esa_worldcover_{year}
The esa_worldcover product has only one specific band of data which can be called by using the default name, classification, as listed in the table below. ODC Datacube.load commands without specified bands will load the classification band.
Table 5: ODC product esa_worldcover band names.
Band name |
Alternative names |
Fill value |
|---|---|---|
classification |
NaN |
|