Black Bear habitat model for Arkansas and Louisiana

Mar 28, 2016 (Last modified Oct 31, 2016)
Uploaded by Jennifer Murrow
Recommended by CPA Administrator
Description:
A GeoTiff of a reclassified black bear mahalanobis distance statistic model for Arkansas and Louisiana.

The original model was created using 75% fixed kernel home ranges (n = 52) for bears throughout Arkansas and Louisiana. The four variables that were in the model were water density, distance to roads, distance to urban areas, and a weighted bear land cover variable. We used the cumulative frequency distribution of the pixel values within the bear home ranges to determine binned values of the reclassification. So a pixel with a habitat index value of 1,000 is twice as likely to be similar to the bear home range target "ideal" as a pixel with a habitat index value of 500. It does not mean that that habitat is twice as likely to be selected by a bear as a pixel with a value of 500; that probability is unknown and cannot be estimated with the mahalanobis method. The threshold of sensitivity and specificity is approximately 300. So, any value above 300 could be considered "bear habitat", with the higher values indicating a closer approximation of the bear home range target "ideal".
Data Provided By:
GCPO LLC
Jennifer L. Murrow
Annette Spivy
Maria Davidson
Joseph D. Clark
Cindy A. Thatcher
Content date:
Based on Land cover from 2011; bear data ranged from 1988-2015
Citation:
In submission process
Spatial Resolution:
30 m2
Contact Organization:
Funded by: 
GCPO LCC

Created by:
Jennifer L. Murrow
University of Maryland
College Park, MD 20742
wildlife@umd.edu

Contact Person(s):
not specified
Use Constraints:
This work is licensed under a Creative Commons Attribution 3.0 License.
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About the Uploader

Jennifer Murrow
with University of Maryland

Spatial Landscape Modeler--Specializing in terrestrial wildlife habitat