Remote camera-trap methods and analyses reveal impacts of rangeland management on Namibian carnivore communities
AbstractAssessing the abundance and distribution of mammalian carnivores is vital for understanding their ecology and providing for their long-term conservation. Because of the difficulty of trapping and handling carnivores many studies have relied on abundance indices that may not accurately reflect real abundance and distribution patterns. We developed statistical analyses that detect spatial correlation in visitation data from combined scent station and camera-trap surveys, and we illustrate how to use such data to make inferences about changes in carnivore assemblages. As a case study we compared the carnivore communities of adjacent communal and freehold rangelands in central Namibia. We used an index of overdispersion to test for repeat visits to individual camera-trap scent stations and a bootstrap simulation to test for correlations in visits to camera neighbourhoods. After distilling our presence-absence data to the most defensible spatial scale, we assessed overall carnivore visitation using logistic regression. Our analyses confirmed the expected pattern of a depauparate fauna on the communal rangelands compared to the freehold rangelands. Additionally, the species that were not detected on communal sites were the larger-bodied carnivores. By modelling these rare visits as a Poisson process we illustrate a method of inferring whether or not such patterns are because of local extinction of species or are simply a result of low sample effort. Our Namibian case study indicates that these field methods and analyses can detect meaningful differences in the carnivore communities brought about by anthropogenic influences. (Published Online March 5 2007)(Received January 25 2005) (Revised October 11 2005) (Accepted March 20 2006) Key Words: Abundance index; camera-trap; carnivores; local extinction; Namibia; rangeland management; spatial correlation; visitation rate. Correspondence: p1 Current address: Wyoming Cooperative Fish and Wildlife Research Unit, U.S. Geological Survey, University of Wyoming, Laramie, WY 82071, USA p2 Current address: The Nature Conservancy, 4245 North Fairfax Drive, Arlington, VA 22203, USA p3 Current address: Department of Biology, University of Utah, 257 South 1400 E, Salt Lake City, UT 84112-0840, USA |