Incorporation of latitude-adjusted bioclimatic variables increases accuracy in species distribution models

•Species’ physiology and distributions are influenced by latitude.•Latitude is largely not considered in species distribution models.•We incorporated latitudinal adjustment into spatial models of two toad species.•Latitudinal adjustment improved model fit for both studied species.•Models using latitudinal adjustment matched better with expert knowledge.