Title
Assessing the Influence of Environmental Parameters on Amur Tiger Distribution in the Russian Far East Using a MaxEnt Modeling Approach
Author(s)
Matyukhina, D.S.;Miquelle, D.G.;Murzin, A.A.;Pikunov, D.G.;Fomenko, P.V.;Aramilev, V.V.;Litvinov, M.N.;Salkina, G.P.;Seryodkin, I.V.;Nikolaev, I.G.;Kostyria, A.V.;Gaponov, V.V.;Yudin, V.G.;Dunishenko, Y.M.;Smirnov, E.N.;Korkishko, V.G.;Marino, Jorgelina
Published
2014
Publisher
Achievements in the Life Sciences
Abstract
A better understanding of which biological and anthropogenic parameters are strong predictors of suitable habitats for tigers will help address conservation planning in those areas, which is crucial for maintaining connectivity and preventing further population fragmentation. The aim of this study was to develop a spatial model based on a number of environmental and anthropogenic variables as well as tiger presence data from a 2005 large-scale winter survey to predict Amur tiger distribution within its range in the RFE. Modeling the geographic distribution of Amur tigers required an application of the MaxEnt algorithm using a dataset of 1027 tiger track records and a set of environmental variables, such as distance to rivers, elevation and habitat type, and anthropogenic variables, such as distance to forest and main roads, distance to settlements and vegetation cover change. The models were divided into two groups based on elevation and habitat type. Elevation (AUC=0.821) appeared to be a better predictor of habitat suitability for tigers than habitat type (AUC=0.784).
Keywords
Amur tiger;Spatial modeling;MaxEnt;Environmental parameters;Presence-only data
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PUB26356