“…However, because doing so will add assumptions that may be challenging to test, we advise that comparative analysis, external validations (this study), and adaptive management (Walters, 1986) offer more direct paths to reliable knowledge in conservation planning (e.g., Romesburg, 1981). Our models also assumed niche conservatism, whereas capacities for rapid adaptation are increasingly being reported in nature (e.g., Bonnet et al, 2022; Hendry et al, 2018; Radchuk et al, 2019; Skaien & Arcese, 2022), including via gene flow and directional selection in song sparrows (Mikles et al, 2020; Reid & Arcese, 2020; Reid et al, 2021; Walsh et al, 2019). Initial findings imply that a relatively small number of loci influence osmoregulation and body size (Carbeck et al unpubl.…”