We tested model performance using the area under the receiver operating curve (AUC) statistic, which gives a measure of ability to discriminate between observed presences and absences, and has been widely applied (Acevedo et al. 2010; Anderson and Raza 2010; Phillips et al. 2006; but see Lobo et al. 2008).