Das Produkt „WorldCover 10 m 2021“ der European Space Agency (ESA) bietet eine globale Karte der Bodenbedeckung für 2021 mit einer Auflösung von 10 m, die auf Sentinel-1- und Sentinel-2-Daten basiert.
Das WorldCover-Produkt umfasst 11 Landbedeckungsklassen und wurde im Rahmen des ESA WorldCover-Projekts erstellt, das Teil des 5. Erdbeobachtungsprogramms (EOEP-5) der Europäischen Weltraumorganisation ist.
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.
(doi:10.5281/zenodo.7254221)
Das Produkt „WorldCover 10 m 2021“ der European Space Agency (ESA) bietet eine globale Karte der Bodenbedeckung für 2021 mit einer Auflösung von 10 m, die auf Sentinel-1- und Sentinel-2-Daten basiert. Das WorldCover-Produkt umfasst 11 Landbedeckungsklassen und wurde im Rahmen des ESA WorldCover-Projekts erstellt, das Teil …
[null,null,[],[[["\u003cp\u003eESA WorldCover provides a global land cover map for 2021 at 10-meter resolution.\u003c/p\u003e\n"],["\u003cp\u003eThe dataset is derived from Sentinel-1 and Sentinel-2 data and includes 11 distinct land cover classes.\u003c/p\u003e\n"],["\u003cp\u003eIt was created as part of the ESA WorldCover project within the EOEP-5 program.\u003c/p\u003e\n"],["\u003cp\u003eThe data is freely available under the CC-BY-4.0 license for research, education, and non-profit use.\u003c/p\u003e\n"],["\u003cp\u003eUsers can explore and analyze this dataset using Google Earth Engine.\u003c/p\u003e\n"]]],["The ESA WorldCover 10 m 2021 dataset offers a global land cover map for 2021, derived from Sentinel-1 and Sentinel-2 data, at a 10-meter resolution. This dataset, provided by ESA and partners, includes 11 land cover classes, identified by values from 10 to 100, each corresponding to a color-coded category (e.g., tree cover, cropland, water bodies). The data is accessible via Google Earth Engine using the provided snippet and is available under a CC-BY-4.0 license.\n"],null,["# ESA WorldCover 10m v200\n\nDataset Availability\n: 2021-01-01T00:00:00Z--2022-01-01T00:00:00Z\n\nDataset Provider\n:\n\n\n [ESA WorldCover Consortium](https://esa-worldcover.org/en)\n\nTags\n:\n[esa](/earth-engine/datasets/tags/esa) [landcover](/earth-engine/datasets/tags/landcover) [landuse](/earth-engine/datasets/tags/landuse) [landuse-landcover](/earth-engine/datasets/tags/landuse-landcover) [sentinel1-derived](/earth-engine/datasets/tags/sentinel1-derived) [sentinel2-derived](/earth-engine/datasets/tags/sentinel2-derived) \n\n#### Description\n\nThe European Space Agency (ESA) WorldCover 10 m 2021 product provides a\nglobal land cover map for 2021 at 10 m resolution based on Sentinel-1 and\nSentinel-2 data.\nThe WorldCover product comes with 11 land cover classes and has been\ngenerated in the framework of the ESA WorldCover project, part of the\n5th Earth Observation Envelope Programme (EOEP-5) of the European Space\nAgency.\n\nSee also:\n\n- [ESA WorldCover website](https://esa-worldcover.org)\n- [User Manual and Validation Report](https://esa-worldcover.org/en/data-access)\n\n### Bands\n\n\n**Pixel Size**\n\n10 meters\n\n**Bands**\n\n| Name | Pixel Size | Description |\n|-------|------------|-----------------|\n| `Map` | meters | Landcover class |\n\n**Map Class Table**\n\n| Value | Color | Description |\n|-------|---------|--------------------------|\n| 10 | #006400 | Tree cover |\n| 20 | #ffbb22 | Shrubland |\n| 30 | #ffff4c | Grassland |\n| 40 | #f096ff | Cropland |\n| 50 | #fa0000 | Built-up |\n| 60 | #b4b4b4 | Bare / sparse vegetation |\n| 70 | #f0f0f0 | Snow and ice |\n| 80 | #0064c8 | Permanent water bodies |\n| 90 | #0096a0 | Herbaceous wetland |\n| 95 | #00cf75 | Mangroves |\n| 100 | #fae6a0 | Moss and lichen |\n\n### Terms of Use\n\n**Terms of Use**\n\n[CC-BY-4.0](https://spdx.org/licenses/CC-BY-4.0.html)\n\n### Citations\n\nCitations:\n\n- Zanaga, D., Van De Kerchove, R., Daems, D., De Keersmaecker, W., Brockmann,\n C., Kirches, G., Wevers, J., Cartus, O., Santoro, M., Fritz, S., Lesiv, M.,\n Herold, M., Tsendbazar, N.E., Xu, P., Ramoino, F., Arino, O., 2022. ESA\n WorldCover 10 m 2021 v200.\n ([doi:10.5281/zenodo.7254221](https://doi.org/10.5281/zenodo.7254221))\n\n### Explore with Earth Engine\n\n| **Important:** Earth Engine is a platform for petabyte-scale scientific analysis and visualization of geospatial datasets, both for public benefit and for business and government users. Earth Engine is free to use for research, education, and nonprofit use. To get started, please [register for Earth Engine access.](https://console.cloud.google.com/earth-engine)\n\n### Code Editor (JavaScript)\n\n```javascript\nvar dataset = ee.ImageCollection('ESA/WorldCover/v200').first();\n\nvar visualization = {\n bands: ['Map'],\n};\n\nMap.centerObject(dataset);\n\nMap.addLayer(dataset, visualization, 'Landcover');\n```\n[Open in Code Editor](https://code.earthengine.google.com/?scriptPath=Examples:Datasets/ESA/ESA_WorldCover_v200) \n[ESA WorldCover 10m v200](/earth-engine/datasets/catalog/ESA_WorldCover_v200) \nThe 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 and has been generated in the framework of the ESA WorldCover project, part ... \nESA/WorldCover/v200, esa,landcover,landuse,landuse-landcover,sentinel1-derived,sentinel2-derived \n2021-01-01T00:00:00Z/2022-01-01T00:00:00Z \n-90 -180 90 180 \nGoogle Earth Engine \nhttps://developers.google.com/earth-engine/datasets\n\n- [](https://doi.org/https://esa-worldcover.org/en)\n- [](https://doi.org/https://developers.google.com/earth-engine/datasets/catalog/ESA_WorldCover_v200)"]]
