2010 North American Land Cover 30-Meter
The 2010 North American Land Cover 30-meter dataset was produced as part of the North American Land Change Monitoring System (NALCMS), a trilateral effort between Natural Resources Canada, the United States Geological Survey, and three Mexican organizations including the National Institute of Statistics and Geography (Instituto Nacional de Estadística y Geografía), National Commission for the Knowledge and Use of the Biodiversity (Comisión Nacional Para el Conocimiento y Uso de la Biodiversidad), and the National Forestry Commission of Mexico (Comisión Nacional Forestal). The collaboration is facilitated by the Commission for Environmental Cooperation, an international organization created by the Canada, Mexico, and United States governments under the North American Agreement on Environmental Cooperation to promote environmental collaboration between the three countries. The general objective of NALCMS is to devise, through collective effort, a harmonized multi-scale land cover monitoring approach which ensures high accuracy and consistency in monitoring land cover changes at the North American scale and which meets each country’s specific requirements. This 30-meter dataset of North American Land Cover reflects land cover information for 2010 from Mexico and Canada and 2011 for the United States. Each country developed its own classification method to identify Land Cover classes and then provided an input layer to produce a continental Land Cover map across North America. Canada, Mexico, and the United States developed their own 30-meter land cover products; see specific sections on data generation below. The main inputs for image classification were 30-meter Landsat data. Image selection processes and reduction to specific spectral bands varied among the countries due to study-site-specific requirements. While Canada selected most images from the year 2010 with a few from 2009 and 2011, the United States employed mainly images from 2011. Mexico used all available images from 2010. In order to generate a seamless and consistent land cover map of North America, national maps were generated for Canada by the CCRS; for Mexico by CONABIO, INEGI, and CONAFOR; and for the United States by the USGS. Each country chose their own approaches, ancillary data, and land cover mapping methodologies to create national datasets. This North America dataset was produced by combining the national land cover datasets.
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ArcGIS Hub Dataset
WEB PAGE -
ArcGIS GeoService
ARCGIS GEOSERVICES REST API -
ISO-19139 metadata
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "005:96" ] |
| contactPoint |
{ "fn": "USFSEnterpriseContent", "@type": "vcard:Contact", "hasEmail": "mailto:SM.FS.data@usda.gov" } |
| description | <div style='text-align:Left;'><div><div><p><span>The 2010 North American Land Cover 30-meter dataset was produced as part of the North American Land Change Monitoring </span></p><p><span> System (NALCMS), a trilateral effort between Natural Resources Canada, the United States Geological Survey, and three Mexican </span></p><p><span> organizations including the National Institute of Statistics and Geography (Instituto Nacional de Estadística y Geografía), </span></p><p><span> National Commission for the Knowledge and Use of the Biodiversity (Comisión Nacional Para el Conocimiento y Uso de la </span></p><p><span> Biodiversidad), and the National Forestry Commission of Mexico (Comisión Nacional Forestal). The collaboration is facilitated </span></p><p><span> by the Commission for Environmental Cooperation, an international organization created by the Canada, Mexico, and United States </span></p><p><span> governments under the North American Agreement on Environmental Cooperation to promote environmental collaboration between the </span></p><p><span> three countries.</span></p><p><span /></p><p><span> The general objective of NALCMS is to devise, through collective effort, a harmonized multi-scale land cover monitoring </span></p><p><span> approach which ensures high accuracy and consistency in monitoring land cover changes at the North American scale and </span></p><p><span> which meets each country’s specific requirements. </span></p><p><span /></p><p><span> This 30-meter dataset of North American Land Cover reflects land cover information for 2010 from Mexico and Canada and 2011 </span></p><p><span> for the United States. Each country developed its own classification method to identify Land Cover classes and then provided </span></p><p><span> an input layer to produce a continental Land Cover map across North America. Canada, Mexico, and the United States developed </span></p><p><span> their own 30-meter land cover products; see specific sections on data generation below.</span></p><p><span /></p><p><span> The main inputs for image classification were 30-meter Landsat data. Image selection processes and reduction to specific </span></p><p><span> spectral bands varied among the countries due to study-site-specific requirements. While Canada selected most images from </span></p><p><span> the year 2010 with a few from 2009 and 2011, the United States employed mainly images from 2011. Mexico used all available </span></p><p><span> images from 2010.</span></p><p><span /></p><p><span> In order to generate a seamless and consistent land cover map of North America, national maps were generated for Canada by </span></p><p><span> the CCRS; for Mexico by CONABIO, INEGI, and CONAFOR; and for the United States by the USGS. Each country chose their own</span></p><p><span> approaches, ancillary data, and land cover mapping methodologies to create national datasets. This North America dataset </span></p><p><span> was produced by combining the national land cover datasets.</span></p></div></div></div> |
| distribution |
[ { "@type": "dcat:Distribution", "title": "ArcGIS Hub Dataset", "format": "Web Page", "accessURL": "https://data-usfs.hub.arcgis.com/datasets/usfs::2010-north-american-land-cover-30-meter-1", "mediaType": "text/html" }, { "@type": "dcat:Distribution", "title": "ArcGIS GeoService", "format": "ArcGIS GeoServices REST API", "accessURL": "https://imagery.geoplatform.gov/iipp/rest/services/Vegetation/USFS_EDW_CEC_LandCoverOfNorthAmerica_2010/ImageServer", "mediaType": "application/json" }, { "@type": "dcat:Distribution", "title": "ISO-19139 metadata", "accessURL": "https://www.arcgis.com/sharing/rest/content/items/727ed6dba52f4566b4b54a910e55bed2/info/metadata/metadata.xml?format=iso19139", "mediaType": "text/xml", "conformsTo": "https://www.isotc211.org/2005/gmi" } ] |
| identifier | https://www.arcgis.com/home/item.html?id=727ed6dba52f4566b4b54a910e55bed2 |
| issued | 2025-12-03 |
| keyword |
[ "Canada", "IIPP", "Interdepartmental Imagery Publication Platform", "Land Cover", "Land Surface", "Land Use", "Land Use/Land Cover", "Land cover", "MODIS", "Mexico", "Mid-latitude", "NAFTA", "North America", "North America Free Trade Agreement", "Northern Hemisphere", "Reflectance", "Remote sensing", "Surface Radiative Properties", "US Forest Service", "USFS", "United States", "Western Hemisphere", "imageryBaseMapsEarthCover" ] |
| landingPage | https://data-usfs.hub.arcgis.com/datasets/usfs::2010-north-american-land-cover-30-meter-1 |
| license | https://creativecommons.org/licenses/by/4.0/ |
| modified | 2025-12-03 |
| programCode |
[ "005:059" ] |
| progressCode | onGoing |
| publisher |
{ "name": "U.S. Forest Service", "source": "U.S. Forest Service" } |
| spatial | -180.0000,6.0391,180.0000,84.4079 |
| theme |
[ "geospatial" ] |
| title | 2010 North American Land Cover 30-Meter |
