An automated method to derive habitat preferences of wildlife in GIS and telemetry studies: A flexible software tool and examples of its application

作者: F. Huettmann , Julia Linke

DOI: 10.1007/BF02189740

关键词:

摘要: The conservation of wildlife is closely linked with its habitat. Knowing the preferred habitat crucial for most managers and researchers to conserve effectively. Here we present an software approach ‘presence only’ (wildlife location) data in order derive preferences automated but flexible fashion. based on presence random locations, e.g. derived from a telemetry GIS study, uses instance GLM (Generalized Linear Model) develop Resource Selection Functions (RSF). presented very computationally powerful can easily be adjusted various applications. We show how this used applications by using endangered charismatic species as examples. In addition, give outlook future method.

参考文章(38)
Michael J Keough, Gerry Peter Quinn, Experimental Design and Data Analysis for Biologists ,(2002)
W. N. Venables, B. D. Ripley, Modern Applied Statistics with S Springer. ,(2010) , 10.1007/978-0-387-21706-2
M.-J. Fortin, R.J. Olson, S. Ferson, L. Iverson, C. Hunsaker, G. Edwards, D. Levine, K. Butera, V. Klemas, Issues related to the detection of boundaries Landscape Ecology. ,vol. 15, pp. 453- 466 ,(2000) , 10.1023/A:1008194205292
Peter McCullagh, John Ashworth Nelder, Generalized Linear Models ,(1983)
Falk Huettmann, Julia Linke, Assessment of different link functions for modeling binary data to derive sound inferences and predictions international conference on computational science and its applications. pp. 43- 48 ,(2003) , 10.1007/3-540-44842-X_5
Scott W. Menard, Applied Logistic Regression Analysis ,(2001)
David R. Anderson, Kenneth P. Burnham, William L. Thompson, Null Hypothesis Testing: Problems, Prevalence, and an Alternative Journal of Wildlife Management. ,vol. 64, pp. 912- 923 ,(2000) , 10.2307/3803199
Andrew Townsend Peterson, Jorge Soberón, Victor Sánchez-Cordero, Conservatism of Ecological Niches in Evolutionary Time Science. ,vol. 285, pp. 1265- 1267 ,(1999) , 10.1126/SCIENCE.285.5431.1265
David R. Anderson, William A. Link, Douglas H. Johnson, Kenneth P. Burnham, Suggestions for presenting the results of data analyses Journal of Wildlife Management. ,vol. 65, pp. 373- 378 ,(2001) , 10.2307/3803088