{"slug": "worldclim", "name": "WorldClim 2.1", "tagline": "1 km climate normals, monthly weather and CMIP6 projections", "source": "WorldClim", "category": {"slug": "climate", "name": "Climate", "icon": "cloud", "tone": "blue"}, "meta": ["30 arc-seconds to 10 arc-minutes", "1970–2000 normals, 1960–2021 monthly", "Global"], "thumb": "/static/catalog/thumbs/worldclim.1beb673f19e2.jpg", "bbox": [-180.0, -60.0, 180.0, 90.0], "global": true, "access": "download", "url": "/datasets/worldclim/", "subtitle": "Global climate and weather data", "summary": "Monthly minimum, mean and maximum temperature, precipitation, solar radiation, wind, vapour pressure and 19 bioclimatic variables.", "categories": [{"slug": "climate", "name": "Climate", "icon": "cloud", "tone": "blue"}], "sources": [{"slug": "worldclim", "name": "WorldClim", "label": "WorldClim", "url": "https://www.worldclim.org/", "page": "/sources/worldclim/"}], "facts": [["Source", "WorldClim"], ["Resolution", "30 arc-seconds to 10 arc-minutes"], ["Time span", "1970–2000 normals, 1960–2021 monthly"], ["Temporal", "Monthly climatology and monthly series"], ["Access type", "Direct download (external)"], ["Formats", "GeoTIFF"], ["Coverage", "Global land"]], "access_note": "", "coverage": "Global land", "license": {"name": "See provider terms", "url": "https://www.worldclim.org/data/index.html"}, "citation": "Fick, S. E., Hijmans, R. J. (2017). WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas. International Journal of Climatology, 37, 4302–4315. https://doi.org/10.1002/joc.5086", "doi": "", "landing_url": "https://www.worldclim.org/data/worldclim21.html", "provider_url": "https://www.worldclim.org/data/worldclim21.html", "methods": [{"type": "link", "label": "Historical climate data (zip per variable and resolution)"}], "preview": null, "thumb_credit": "IMERG precipitation rate (NASA GIBS)", "selection": [-75.0, -20.0, -50.0, 5.0], "selection_text": "-75,-20,-50,5", "snippets": {"curl": "# Monthly precipitation normals at 10 arc-minutes\ncurl -fLO \"https://geodata.ucdavis.edu/climate/worldclim/2_1/base/wc2.1_10m_prec.zip\"", "python": "import requests\n\nr = requests.get(\"https://hydrological.org/api/v1/datasets/worldclim/links\",\n                 params={\"bbox\": \"-75,-20,-50,5\"})\nfor group in r.json()[\"groups\"]:\n    for link in group[\"links\"]:\n        print(link[\"url\"])", "javascript": "const res = await fetch(\"https://hydrological.org/api/v1/datasets/worldclim/links?bbox=-75,-20,-50,5\");\nconst { groups } = await res.json();\nfor (const g of groups) g.links.forEach(l => console.log(l.url));"}, "api": {"links": "/api/v1/datasets/worldclim/links?bbox=-75,-20,-50,5", "manifest": "/api/v1/datasets/worldclim/manifest?bbox=-75,-20,-50,5"}}