{"slug": "dynamic-world", "name": "Dynamic World", "tagline": "Near-real-time 10 m land cover probabilities", "source": "Google / WRI", "category": {"slug": "land-use", "name": "Land Use", "icon": "leaf", "tone": "green"}, "meta": ["10 m", "2015–present", "Global"], "thumb": "/static/catalog/thumbs/dynamic-world.f50965478e18.jpg", "bbox": [-180.0, -60.0, 180.0, 84.0], "global": true, "access": "platform", "url": "/datasets/dynamic-world/", "subtitle": "Google and World Resources Institute", "summary": "Class probabilities for nine land-cover types computed for every Sentinel-2 L1C scene with less than 35% cloud. Composites over any period can be built on the fly, which suits seasonal flooding and crop calendars.", "categories": [{"slug": "land-use", "name": "Land Use", "icon": "leaf", "tone": "green"}], "sources": [{"slug": "google", "name": "Google", "label": "Google", "url": "https://earthengine.google.com/", "page": "/sources/google/"}, {"slug": "wri", "name": "World Resources Institute", "label": "WRI", "url": "https://www.wri.org/", "page": "/sources/wri/"}], "facts": [["Source", "Google / WRI"], ["Resolution", "10 m"], ["Time span", "2015–present"], ["Temporal", "Every Sentinel-2 scene (2 to 5 days)"], ["Access type", "Cloud platform"], ["Formats", "Earth Engine image collection"], ["Coverage", "Global land"]], "access_note": "Google Earth Engine account", "coverage": "Global land", "license": {"name": "CC BY 4.0", "url": "https://creativecommons.org/licenses/by/4.0/"}, "citation": "Brown, C. F., et al. (2022). Dynamic World, Near real-time global 10 m land use land cover mapping. Scientific Data, 9, 251. https://doi.org/10.1038/s41597-022-01307-4", "doi": "", "landing_url": "https://dynamicworld.app/", "provider_url": "https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_DYNAMICWORLD_V1", "methods": [{"type": "link", "label": "GOOGLE/DYNAMICWORLD/V1 in the Earth Engine catalogue"}], "preview": null, "thumb_credit": "MODIS IGBP land cover (NASA GIBS)", "selection": [-75.0, -20.0, -50.0, 5.0], "selection_text": "-75,-20,-50,5", "snippets": {"curl": "curl \"https://hydrological.org/api/v1/datasets/dynamic-world/links?bbox=-75,-20,-50,5\" \\\n  -H \"Accept: application/json\"", "python": "import ee\nee.Initialize(project=\"YOUR_PROJECT\")\narea = ee.Geometry.Rectangle([-75, -20, -50, 5])\ndw = (ee.ImageCollection(\"GOOGLE/DYNAMICWORLD/V1\")\n      .filterBounds(area)\n      .filterDate(\"2024-01-01\", \"2025-01-01\"))\nmode = dw.select(\"label\").mode().clip(area)\ntask = ee.batch.Export.image.toDrive(mode, description=\"dynamic_world_2024\",\n                                     region=area, scale=10)\ntask.start()", "javascript": "// Earth Engine Code Editor\nvar area = ee.Geometry.Rectangle([-75, -20, -50, 5]);\nvar dw = ee.ImageCollection('GOOGLE/DYNAMICWORLD/V1')\n  .filterBounds(area)\n  .filterDate('2024-01-01', '2025-01-01');\nMap.centerObject(area);\nMap.addLayer(dw.select('label').mode().clip(area),\n  {min: 0, max: 8, palette: ['419bdf','397d49','88b053','7a87c6','e49635',\n                             'dfc35a','c4281b','a59b8f','b39fe1']}, 'Dynamic World');"}, "api": {"links": "/api/v1/datasets/dynamic-world/links?bbox=-75,-20,-50,5", "manifest": "/api/v1/datasets/dynamic-world/manifest?bbox=-75,-20,-50,5"}}