The transferability of distribution models across regions: an amphibian case study
Predicting species distribution is of fundamental importance for ecology and conservation. However, distribution models are usually established for only one region and it is unknown whether they can be transferred to other geographical regions. We studied the distribution of six amphibian species in five regions to address the question of whether the effect of landscape variables varied among regions. We analysed the effect of 10 variables extracted in six concentric buffers (from 100 m to 3 km) describing landscape composition around breeding ponds at different spatial scales. We used data on the occurrence of amphibian species in a total of 655 breeding ponds. We accounted for proximity to neighbouring populations by including a connectivity index to our models. We used logistic regression and information-theoretic model selection to evaluate candidate models for each species.
Keywords: Amphibian ; anuran ; Bufo ; Hyla ; Rana ; Triturus ; predictive distribution model ; connectivity ; spatial scale ; presence ; absence ; model selection ; newt ; conservation ; model transferability ; occupancy ; Habitat Distribution Models ; Estimating Site Occupancy ; Adjacent Land-Use ; Species Distribution ; Spatial Autocorrelation ; Detection Probabilities ; Predict Distributions ; Landscape Composition ; Community Composition ; Dominated Landscape
Record created on 2010-11-30, modified on 2016-08-09