ESA WorldCover 10 m 2021 v200
- zenodo.org
- data.niaid.nih.gov
zipUpdated Oct 28, 2022
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EmailClick to copy linkLink copiedCiteDaniele Zanaga; Ruben Van De Kerchove; Dirk Daems; Wanda De Keersmaecker; Carsten Brockmann; Grit Kirches; Jan Wevers; Oliver Cartus; Maurizio Santoro; Steffen Fritz; Myroslava Lesiv; Martin Herold; Nandin-Erdene Tsendbazar; Panpan Xu; Fabrizio Ramoino; Olivier Arino; Daniele Zanaga; Ruben Van De Kerchove; Dirk Daems; Wanda De Keersmaecker; Carsten Brockmann; Grit Kirches; Jan Wevers; Oliver Cartus; Maurizio Santoro; Steffen Fritz; Myroslava Lesiv; Martin Herold; Nandin-Erdene Tsendbazar; Panpan Xu; Fabrizio Ramoino; Olivier Arino (2022). ESA WorldCover 10 m 2021 v200 [Dataset]. http://doi.org/10.5281/zenodo.7254221zipAvailable download formatsUnique identifierhttps://doi.org/10.5281/zenodo.7254221Dataset updatedOct 28, 2022AuthorsDaniele Zanaga; Ruben Van De Kerchove; Dirk Daems; Wanda De Keersmaecker; Carsten Brockmann; Grit Kirches; Jan Wevers; Oliver Cartus; Maurizio Santoro; Steffen Fritz; Myroslava Lesiv; Martin Herold; Nandin-Erdene Tsendbazar; Panpan Xu; Fabrizio Ramoino; Olivier Arino; Daniele Zanaga; Ruben Van De Kerchove; Dirk Daems; Wanda De Keersmaecker; Carsten Brockmann; Grit Kirches; Jan Wevers; Oliver Cartus; Maurizio Santoro; Steffen Fritz; Myroslava Lesiv; Martin Herold; Nandin-Erdene Tsendbazar; Panpan Xu; Fabrizio Ramoino; Olivier ArinoLicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionESA WorldCover 10 m 2021 v200
The European Space Agency (ESA) WorldCover 10 m 2021 product provides a global land cover map for 2021 at 10 m resolution based on Sentinel-1 and Sentinel-2 data. The WorldCover product comes with 11 land cover classes, aligned with UN-FAO's Land Cover Classification System, and has been generated in the framework of the ESA WorldCover project.
The ESA WorldCover 10m 2021 v200 product updates the existing ESA WorldCover 10m 2020 v100 product to 2021 but is produced using an improved algorithm version (v200) compared to the 2020 map. Consequently, since the WorldCover maps for 2020 and 2021 were generated with different algorithm versions (v100 and v200, respectively), changes between the maps should be treated with caution, as they include both real changes in land cover and changes due to the algorithms used.
The WorldCover 2021 v200 product is developed by a consortium lead by VITO Remote Sensing together with partners Brockmann Consult, Gamma Remote Sensing AG, IIASA and Wageningen University
Land cover (Global - 10m - 2021) - ESA WorldCover
- data.amerigeoss.org
http, pdf, wms, wmts +1Updated Dec 19, 2023ShareFacebookTwitterEmailClick to copy linkLink copiedCiteFood and Agriculture Organization (2023). Land cover (Global - 10m - 2021) - ESA WorldCover [Dataset]. https://data.amerigeoss.org/dataset/8cf69f76-1be0-4339-a0b0-18a93c7f4760wms, xml(1875), pdf, http, wmtsAvailable download formatsDataset updatedDec 19, 2023LicenseAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automaticallyDescriptionThe European Space Agency (ESA) WorldCover 10 m 2021 product provides a global land cover map for 2021 at 10 m resolution based on Sentinel-1 and Sentinel-2 data. The WorldCover product comes with 11 land cover classes, aligned with UN-FAO's Land Cover Classification System, and has been generated in the framework of the ESA WorldCover project, part of the 5th Earth Observation Envelope Programme (EOEP-5) of the European Space Agency.
The WorldCover 2021 v200 product is developed by a consortium lead by VITO Remote Sensing together with partners Brockmann Consult, Gamma Remote Sensing AG, IIASA and Wageningen University.
Data description
The ESA WorldCover 10m 2021 V200 is provided per 3 x 3 degree tile, 2651 in total. Each tile contains a set of 2 Cloud Optimized GeoTIFF (COG) files corresponding to the following data layers:
• Map: Land cover map with 11 classes
• InputQuality: Three band GeoTIFF providing three per pixel quality indicators of the Sentinel1 and Sentinel-2 input data
Tiles are provided in EPSG:4326, geographic projection (latitude/longitude CRS).
For more information on the ESA WorldCover product and details on how to use the data please see the Product User Manual for WorldCover 2021 v200.
Data publication: 2022-10-28
Citation:
To cite these maps as data source in your publication, please add:
WorldCover 2021 v200
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., 2022. ESA WorldCover 10 m 2021 v200 (https://doi.org/10.5281/zenodo.7254221).
Contact points:
Resource Contact: ESA/VITO/Brockmann Consult/CS/GAMMA Remote Sensing/IIASA/WUR
Resource Contact: European Space Agency
Metadata Contact: FAO-Data
Data lineage:
The ESA WorldCover 10m 2021 v200 product updates the existing ESA WorldCover 10m 2020 v100 product to 2021 but is produced using an improved algorithm version (v200) compared to the 2020 map. Consequently, since the WorldCover maps for 2020 and 2021 were generated with different algorithm versions (v100 and v200, respectively), changes between the maps should be treated with caution, as they include both real changes in land cover and changes due to the algorithms used.
The ESA WorldCover product has been independently validated by Wageningen University (statistical accuracy) and IIASA (spatial accuracy). The WorldCover 2021 v200 reaches an overall accuracy of 76.7%. For more details please see the Product Validation Report V2.0.
Resource constraints:
The ESA WorldCover product is provided free of charge, without restriction of use. If you are using the data as a layer in a published map, please include the following attribution text:
Publications, models and data products that make use of these datasets must include proper acknowledgement, including citing the datasets and the journal article as in the following citation.
© ESA WorldCover project 2021 / Contains modified Copernicus Sentinel data (2021) processed by ESA WorldCover consortium.
Online resources:
WorldCover Product User Manual V.2.0
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FacebookTwitterEmailAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
ESA WorldCover 10 m 2021 v200
The European Space Agency (ESA) WorldCover 10 m 2021 product provides a global land cover map for 2021 at 10 m resolution based on Sentinel-1 and Sentinel-2 data. The WorldCover product comes with 11 land cover classes, aligned with UN-FAO's Land Cover Classification System, and has been generated in the framework of the ESA WorldCover project.
The ESA WorldCover 10m 2021 v200 product updates the existing ESA WorldCover 10m 2020 v100 product to 2021 but is produced using an improved algorithm version (v200) compared to the 2020 map. Consequently, since the WorldCover maps for 2020 and 2021 were generated with different algorithm versions (v100 and v200, respectively), changes between the maps should be treated with caution, as they include both real changes in land cover and changes due to the algorithms used.
The WorldCover 2021 v200 product is developed by a consortium lead by VITO Remote Sensing together with partners Brockmann Consult, Gamma Remote Sensing AG, IIASA and Wageningen University