“…Methods such as species distribution models (SDMs) are used to forecast range shifts and changes in species composition (Elith & Leathwick, 2009;Fitzpatrick, Gove, Sanders, & Dunn, 2008;Lawler et al, 2009), identify climate refugia and priorities for protection (Graham, VanDerWal, Phillips, Moritz, & Williams, 2010;Loarie et al, 2008;Mokany et al, 2017), and estimate extinction risk (Thomas et al, 2004;Urban, 2015). Forecasts from these correlative models may be particularly sensitive to climate novelty given their reliance on extrapolation of parameter values beyond those for which the model was developed and validated (Fitzpatrick & Hargrove, 2009;Hutson, 1977;Mainali et al, 2015;Owens et al, 2013;Randin et al, 2006;Zurell, Elith, & Schr€ oder, 2012).…”