“…To characterize the climatic niches of bat species, we used a multivariate representation based on nine climatic variables that are highly related to the ecological and physiological tolerances of bats and have been suggested as effective predictors of their geographical distributions (e.g., Dixon, 2011;Flanders, Wei, Rossiter, & Zhang, 2011;Monadjem, Taylor, Cotterill, & Schoeman, 2010;Ratrimomanarivo et al, 2009;Schoeman, Cotterill, Taylor, & Monadjem, 2013;Stoffberg, Schoeman, & Matthee, 2012). These variables, obtained from the Worldclim online database (Hijmans, Cameron, Parra, Jones, & Jarvis, 2005), were as follows: Annual mean temperature (BIO1), isothermality (BIO3), temperature seasonality (BIO4), maximal temperature of the warmest month (BIO5), minimal temperature of the coldest month (BIO6), annual precipitation (BIO12), precipitation of the wettest month (BIO13), precipitation of the driest month (BIO14) and precipitation seasonality (BIO15).…”