Charles M. Russell National Wildlife Refuge Spot Landcover Classification in Relation to Greater Sage Grouse
Dates
Publication Date
2014-12-01
Start Date
2011-07-01
End Date
2011-09-30
Citation
Ute Langner, 20141201, Charles M. Russell National Wildlife Refuge Spot Landcover Classification: .
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 75.5%. 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 75.5%. 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_SPOT.xml Original FGDC Metadata
View
32.24 KB
application/fgdc+xml
CMR_spot.lyr
13.5 KB
application/x-tika-msoffice
CMR_SPOT.gdb.zip
51.02 MB
application/zip
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.
