“…We broadly hypothesized that forested habitat (Bozek et al, 2007;Fidino et al, 2016;Lombardi et al, 2017), water sources (e.g., Fidino et al, 2016;Lombardi et al, 2017;Wait and Ahlers, 2020), human population density (e.g., Luck, 2007;Lombardi et al, 2017), vehicular traffic (e.g., Goodwin and Shriver, 2011;Chen and Koprowski, 2015), and per capita income (e.g., Hope et al, 2003;Clarke et al, 2013; but see also Magle et al, 2021) would influence the probability of presence for each species. We initially considered 23 variables that represented these broader categories and calculated them for each grid cell at each spatial scale (see Supplementary Appendix 1 for a list of variables and methods for calculating each variable).…”