[null,null,[],[[["\u003cp\u003eThis dataset provides monthly precipitation data in millimeters at a 1km resolution, covering the period from 2007 to 2019.\u003c/p\u003e\n"],["\u003cp\u003eThe data is derived from SM2RAIN-ASCAT, IMERG, CHELSA Climate, and WorldClim, with a higher weight given to SM2RAIN-ASCAT for its accuracy.\u003c/p\u003e\n"],["\u003cp\u003eIt offers 12 bands representing monthly precipitation from January to December, accessible through Google Earth Engine.\u003c/p\u003e\n"],["\u003cp\u003eUsers can freely share, adapt, and even use the data commercially, provided they attribute the source and share any modifications under the same license.\u003c/p\u003e\n"],["\u003cp\u003eThe dataset excludes Antarctica and is available for exploration and visualization through Earth Engine and OpenGeohub.\u003c/p\u003e\n"]]],[],null,["# OpenLandMap Precipitation Monthly\n\nDataset Availability\n: 2007-01-01T00:00:00Z--2019-01-01T00:00:00Z\n\nDataset Provider\n:\n\n\n [EnvirometriX Ltd](https://doi.org/10.5281/zenodo.1435912)\n\nTags\n:\n[envirometrix](/earth-engine/datasets/tags/envirometrix) [imerg](/earth-engine/datasets/tags/imerg) [monthly](/earth-engine/datasets/tags/monthly) [opengeohub](/earth-engine/datasets/tags/opengeohub) [openlandmap](/earth-engine/datasets/tags/openlandmap) [precipitation](/earth-engine/datasets/tags/precipitation) \n\n#### Description\n\nMonthly precipitation in mm at 1 km resolution based on [SM2RAIN-ASCAT\n2007-2018](https://doi.org/10.5281/zenodo.2615278),\nIMERG, CHELSA Climate, and WorldClim.\n\n[Downscaled to 1 km resolution using gdalwarp](https://gitlab.com/openlandmap/global-layers/tree/master/input_layers/clim1km)\n(cubic splines) and an average between [WorldClim](https://www.worldclim.org/data/worldclim21.html),\n[CHELSA Climate](https://chelsa-climate.org/),\nand [IMERG monthly product](https://gpm.nasa.gov/data/imerg) (see, e.g, \"3B-MO-L.GIS.IMERG.20180601.V05B.tif\").\n3x higher weight is given to the SM2RAIN-ASCAT data since it assumed to be more accurate. Processing steps are available\n[here](https://gitlab.com/openlandmap/global-layers/tree/master/input_layers/clim1km).\nAntarctica is not included.\n\nTo access and visualize maps outside of Earth Engine, use [this page](https://opengeohub.org/about-openlandmap).\n\nIf you discover a bug, artifact or inconsistency in the LandGIS maps\nor if you have a question please use the following channels:\n\n- [Technical issues and questions about the code](https://gitlab.com/openlandmap/global-layers/issues)\n- [General questions and comments](https://disqus.com/home/forums/landgis/)\n\n### Bands\n\n\n**Pixel Size**\n\n1000 meters\n\n**Bands**\n\n| Name | Units | Min | Max | Pixel Size | Description |\n|-------|-------|-----|-------|------------|---------------------------|\n| `jan` | mm | 0\\* | 380\\* | meters | Jan Precipitation monthly |\n| `feb` | mm | 0\\* | 380\\* | meters | Feb Precipitation monthly |\n| `mar` | mm | 0\\* | 380\\* | meters | Mar Precipitation monthly |\n| `apr` | mm | 0\\* | 380\\* | meters | Apr Precipitation monthly |\n| `may` | mm | 0\\* | 380\\* | meters | May Precipitation monthly |\n| `jun` | mm | 0\\* | 380\\* | meters | Jun Precipitation monthly |\n| `jul` | mm | 0\\* | 380\\* | meters | Jul Precipitation monthly |\n| `aug` | mm | 0\\* | 380\\* | meters | Aug Precipitation monthly |\n| `sep` | mm | 0\\* | 380\\* | meters | Sep Precipitation monthly |\n| `oct` | mm | 0\\* | 380\\* | meters | Oct Precipitation monthly |\n| `nov` | mm | 0\\* | 380\\* | meters | Nov Precipitation monthly |\n| `dec` | mm | 0\\* | 380\\* | meters | Dec Precipitation monthly |\n\n\\* estimated min or max value\n\n### Terms of Use\n\n**Terms of Use**\n\nThis is a human-readable summary of (and not a substitute for) the [license](https://creativecommons.org/licenses/by-sa/4.0/).\n\nYou are free to -\nShare - copy and redistribute the material in any medium or format\nAdapt - remix, transform, and build upon the material for any purpose, even commercially.\n\nThis license is acceptable for Free Cultural Works.\nThe licensor cannot revoke these freedoms as long as you follow the license terms.\n\nUnder the following terms -\nAttribution - You must give appropriate credit, provide a link to the license, and indicate if\nchanges were made. You may do so in any reasonable manner, but not in any way that suggests the\nlicensor endorses you or your use.\n\nShareAlike - If you remix, transform, or build upon the material, you must distribute your\ncontributions under the same license as the original.\n\nNo additional restrictions - You may not apply legal terms or technological measures that\nlegally restrict others from doing anything the license permits.\n\n### Citations\n\nCitations:\n\n- Monthly precipitation in mm at 1 km resolution based on SM2RAIN-ASCAT 2007-2018 and IMERG 2014-2018\n [10.5281/zenodo.1435912](https://doi.org/10.5281/zenodo.1435912)\n\n### DOIs\n\n- \u003chttps://doi.org/10.5281/zenodo.1435912\u003e\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.Image('OpenLandMap/CLM/CLM_PRECIPITATION_SM2RAIN_M/v01');\n\nvar visualization = {\n bands: ['jan'],\n min: 0.0,\n max: 380.0,\n palette: ['ecffbd', 'ffff00', '3af6ff', '467aff', '313eff', '0008ff']\n};\n\nMap.centerObject(dataset);\n\nMap.addLayer(dataset, visualization, 'Precipitation monthly in mm');\n```\n[Open in Code Editor](https://code.earthengine.google.com/?scriptPath=Examples:Datasets/OpenLandMap/OpenLandMap_CLM_CLM_PRECIPITATION_SM2RAIN_M_v01) \n[OpenLandMap Precipitation Monthly](/earth-engine/datasets/catalog/OpenLandMap_CLM_CLM_PRECIPITATION_SM2RAIN_M_v01) \nMonthly precipitation in mm at 1 km resolution based on SM2RAIN-ASCAT 2007-2018, IMERG, CHELSA Climate, and WorldClim. Downscaled to 1 km resolution using gdalwarp (cubic splines) and an average between WorldClim, CHELSA Climate, and IMERG monthly product (see, e.g, \"3B-MO-L.GIS.IMERG.20180601.V05B.tif\"). 3x higher weight is given to the SM2RAIN-ASCAT data since ... \nOpenLandMap/CLM/CLM_PRECIPITATION_SM2RAIN_M/v01, envirometrix,imerg,monthly,opengeohub,openlandmap,precipitation \n2007-01-01T00:00:00Z/2019-01-01T00:00:00Z \n-90 -180 90 180 \nGoogle Earth Engine \nhttps://developers.google.com/earth-engine/datasets\n\n- [https://doi.org/10.5281/zenodo.1435912](https://doi.org/https://doi.org/10.5281/zenodo.1435912)\n- [https://doi.org/10.5281/zenodo.1435912](https://doi.org/https://developers.google.com/earth-engine/datasets/catalog/OpenLandMap_CLM_CLM_PRECIPITATION_SM2RAIN_M_v01)"]]
