Produk WorldCover 10 m 2021 dari European Space Agency (ESA) menyediakan peta tutupan lahan global untuk tahun 2021 pada resolusi 10 m berdasarkan data Sentinel-1 dan Sentinel-2.
Produk WorldCover hadir dengan 11 kelas cakupan lahan dan telah dibuat dalam kerangka kerja project ESA WorldCover, yang merupakan bagian dari Program Amplop Pengamatan Bumi ke-5 (EOEP-5) Badan Antariksa Eropa.
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)
Produk WorldCover 10 m 2021 dari European Space Agency (ESA) menyediakan peta tutupan lahan global untuk tahun 2021 pada resolusi 10 m berdasarkan data Sentinel-1 dan Sentinel-2. Produk WorldCover dilengkapi dengan 11 kelas cakupan lahan dan telah dibuat dalam kerangka kerja project ESA WorldCover, bagian …
[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)"]]
