Charles M. Russell National Wildlife Refuge Landsat 8 Landcover Classification in Relation to Greater Sage Grouse
Dates
Publication Date
2014-11-10
Time Period
2013-08-21
Citation
Claudine Tobalske, 20141110, Charles M. Russell Wildlife Refuge Landsat 8 Landcover Classification in Relation to Greater Sage Grouse: .
Summary
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.
Summary
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.
Click on title to download individual files attached to this item.
CMR_Landsat8.xml Original FGDC Metadata
View
31.67 KB
application/fgdc+xml
CMR_Landsat8.gdb.zip
7.7 MB
application/zip
CMR_landsat8.lyr
14 KB
application/x-tika-msoffice
Purpose
This is a landcover map for the Charles M. Russell Wildlife Refuge (CMR) and surrounding areas emphasizing the distribution of land cover types in relation to greater sage grouse (Centrocercus urophasianus) habitat needs.
