Charles M. Russell National Wildlife Refuge Landsat 8 Landcover Classification in Relation to Greater Sage Grouse
This landcover raster was generated through a Random Forest predictive model developed in R using a combination of image-derived and ancillary variables, and field-derived training points grouped into 18 classes. Overall accuracy, generated internally through bootstrapping, was 72.7%. A series of post-modeling steps brought the final number of land cover classes to 28.
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Complete Metadata
| accessLevel | public |
|---|---|
| bureauCode |
[ "010:12" ] |
| contactPoint |
{ "fn": "Claudine Tobalske", "@type": "vcard:Contact", "hasEmail": "mailto:claudine.tobalske@umontana.edu" } |
| description | This landcover raster was generated through a Random Forest predictive model developed in R using a combination of image-derived and ancillary variables, and field-derived training points grouped into 18 classes. Overall accuracy, generated internally through bootstrapping, was 72.7%. A series of post-modeling steps brought the final number of land cover classes to 28. |
| distribution |
[ { "@type": "dcat:Distribution", "title": "Digital Data", "format": "XML", "accessURL": "https://doi.org/10.5066/P14RKP3P", "mediaType": "application/http", "description": "Landing page for access to the data" }, { "@type": "dcat:Distribution", "title": "Original Metadata", "format": "XML", "mediaType": "text/xml", "description": "The metadata original format", "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.22075a47-b3fb-4582-9b38-ca6941cefe5b.xml" } ] |
| identifier | http://datainventory.doi.gov/id/dataset/USGS_22075a47-b3fb-4582-9b38-ca6941cefe5b |
| keyword |
[ "CMR", "Charles M. Russell National Wildlife Refuge", "Landcover", "Landsat Imagery", "Montana", "USGS:22075a47-b3fb-4582-9b38-ca6941cefe5b", "environment", "external research support", "geospatial datasets", "imageryBaseMapsEarthCover", "remote sensing" ] |
| modified | 2026-08-11T00:00:00Z |
| publisher |
{ "name": "U.S. Geological Survey", "@type": "org:Organization" } |
| spatial | -109.2871, 47.1575, -106.3538, 48.3324 |
| theme |
[ "geospatial" ] |
| title | Charles M. Russell National Wildlife Refuge Landsat 8 Landcover Classification in Relation to Greater Sage Grouse |
