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RESEARCH


        ADAPTATION                                                              ly, color polymorphisms have served as powerful
                                                                                models demonstrating evolution in nature, includ-
        Winter color polymorphisms identify                                     ing iconic examples of evolutionary response to
                                                                                anthropogenic stressors (25–28). For the seasonal
                                                                                coat color trait, selection is expected to act on all
        global hot spots for evolutionary                                       winter color morphs based on local snow dura-
                                                                                tion, but evolutionary rescue to changing climate
        rescue from climate change                                              shouldbe enhanced bypolymorphicregions where
                                                                                both brown and white winter morphs co-occur.
                                                                                 Here, we use a hierarchical approach across
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        L. Scott Mills, 1,2 *† Eugenia V. Bragina, † Alexander V. Kumar, 2,3  Marketa Zimova, 2,3  organismal scales (individual, population, and spe-
        Diana J. R. Lafferty, 2,3  Jennifer Feltner, 2,3  Brandon M. Davis, 2,3  Klaus Hackländer, 2,4  cies) to spatially map geographic clines in winter
                                    7
        Paulo C. Alves, 3,5,6  Jeffrey M. Good, José Melo-Ferreira, 5,6  Andreas Dietz, 8  coat color against local climate variables (29). We
                                                                                collated georeferenced descriptions of winter coat
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        Alexei V. Abramov, Natalia Lopatina, 10  Kairsten Fay 2
                                                                                color from 2713 specimens spanning 60 countries
                                                                                across species ranges, with data sources including
        Maintenance of biodiversity in a rapidly changing climate will depend on the efficacy of
                                                                                published accounts and specimens at 26 muse-
        evolutionary rescue, whereby population declines due to abrupt environmental change are
                                                                                ums globally (table S1). From these georeferenced
        reversed by shifts in genetically driven adaptive traits. However, a lack of traits known to be under
                                                                                winter color morph samples, we built predictive
        direct selection by anthropogenic climate change has limited the incorporation of evolutionary
                                                                                models of winter color phenotypes across geo-
        processes into global conservation efforts. In 21 vertebrate species, some individuals undergo a
                                                                                graphic ranges for eight mammal species that span
        seasonal color molt from summer brown to winter white as camouflage against snow, whereas
                                                                                trophic levels: four hare species and four carni-
        other individuals remain brown. Seasonal snow duration is decreasing globally, and fitness is
                                                                                vore species (three weasels and Arctic fox).
        lower for winter white animals on snowless backgrounds. Based on 2713 georeferenced samples  Theresponse variablefor ourglobalgeneral-
        of known winter coat color—from eight species across trophic levels—we identify environmentally  ized mixed model was the probability of an indi-  Downloaded from
        driven clinal gradients in winter coat color, including polymorphic zones where winter brown  vidual having a winter white coat, with species as
        and white morphs co-occur.These polymorphic zones, underrepresented by existing global  a random effect and fixed effects including cli-
        protected area networks, indicate hot spots for evolutionary rescue in a changing climate.
                                                                                mate and landscape-level covariates (table S2). As
                                                                                expected for a trait under selection for crypsis
            he importance of evolution in fostering the  mammal species undergo photoperiod-induced  against snow or bare ground, the most important
            persistence of species facing rapid environ-  seasonal coat color molts from brown to white  covariates emerging from the global model were
            mental change is a fundamental tenet of  in some portions of their range to maintain cryp-  snow-cover duration and two climate variables
            biology that underlies the modern field of  sis against seasonal snow presence or absence  affecting snow seasonality and transience. The
        T conservation biology (1–3). Despite the cen-  (Table 1). This seasonal phenological trait is con-  probability of being white in winter (as opposed  http://science.sciencemag.org/
        tral role of evolution for maintaining biodiversity,  fronting decreased seasonal snow cover dura-  to brown) increased positively with snow duration
        criteria to facilitate adaptation by wild species  tion, one of the most persistent and widespread  and with seasonality (ranges of mean monthly
        remain largely absent from conservation planning  signals of climate change (10, 11). Field studiesshow  temperatures), and negatively with isothermality
        (4, 5). This is a particularly acute omission in a  that winter white animals mismatched against  (an index of snow transience).
        rapidly changing climate (6, 7) where evolutionary  snowless ground suffer high fitness costs due to  Using the three environmental covariates iden-
        rescue may reverse population declines via adap-  increased predator-caused mortality, which in  tified in the best-fitting model, we created for
        tive evolutionary change in phenotypes (2, 8, 9).  the absence of evolutionary shifts would result  each of the eight species a predictive range-wide
          As a first step to demonstrate how evolution-  in substantial population declines (12). In fact,  map that assigned to each pixel a probability of  on March 1, 2018
        ary rescue might enter conservation planning for  coat color mismatch against decreased snow du-  an individual being white in winter (Fig. 1 and
        climate change, we describe a fitness-relevant trait  ration mayhavealready contributedtorange  figs. S1 to S8). Based on fivefold cross validation,
        that exhibits clines of locally adapted morphs  contractions for several species (13–16).  models fit georeferenced winter color morph
        shaped directly by climate. At least 21 bird and  Although the seasonal brown-white-brown  data well (29). Across species, clinal gradients in
                                            color trait is a classic polyphenism—whereby  winter color follow expected environmental gra-
                                            multiple morphs are produced by a single indi-  dients based on snow duration and ephemeral-
        1 Wildlife Biology Program and Office of the Vice President for  vidual (17)—individuals in some populations molt  ity: Winter white morphs were more likely in
        Research and Creative Scholarship, University of Montana,  to brown winter coats, thereby not undergoing  regions with more persistent snowpack that
                      2
        Missoula, MT 59812, USA. Fisheries, Wildlife, and Conservation  the circannual color change. This intraspecific  tended to be more northern, higher elevation,
        Biology Program, Department of Forestry and Environmental  variation results in monomorphic winter white  and less maritime (Fig. 1). These results suggest
        Resources, North Carolina State University, Raleigh, NC 27695,  and brown populations but also in polymorphic  that strong natural selection for camouflage
           3
        USA. Wildlife Biology Program, University of Montana,
                      4
        Missoula, MT 59812, USA. Institute of Wildlife Biology and  populations that include sympatric winter white  against varying snow duration underlies pheno-
        Game Management, BOKU, University of Natural Resources and  and brown color morphs. Importantly, this phe-  typic variation in winter color morphs across en-
                        5
        Life Sciences, Vienna, Austria. CIBIO, Centro de Investigação  notypic variation is genetically determined: Latitu-  vironmental gradients.
        em Biodiversidade e Recursos Genéticos, InBIO Laboratório  dinal transplants, common garden, and breeding  To identify hot spots that foster evolutionary
        Associado, Universidade do Porto, Campus Agrário de Vairão,
                      6
        4485-661 Vairão, Portugal. Departamento de Biologia,  experiments with several seasonal color molting  rescue, we converted the continuous probabili-
        Faculdade de Ciências da Universidade do Porto, Rua do  species have consistently showed minimal plas-  ties of individuals being winter white (versus brown)
                              7
        Campo Alegre 4169-007 Porto, Portugal. Division of Biological  ticity in the expression of winter phenotype and  into polymorphic zones, using both a narrow
        Sciences, University of Montana, Missoula, MT 59812, USA.
        8 German Aerospace Center, Earth Observation Center, German  instead suggested a simple genetic basis involv-  (40%<Probability[winterwhite]<60%)andbroad
        Remote Sensing Data Center, Oberpfaffenhofen, Wessling  ing one or a few major loci [e.g., (18–22)].  (20% < Probability [winter white] < 80%) criteria.
                  9
        82234, Germany. Zoological Institute, Russian Academy of  The enhanced standing phenotypic variation  Depending on the species and criteria, polymor-
                               10
        Science, Saint Petersburg 199034, Russia. Institute of  fostered by genetically based polymorphisms have  phic zones comprised 1 to 57% of a species’ range
        Systematics and Ecology of Animals SB RAS, Novosibirsk,  long been linked to individual fitness and to po-  (table S4). The species with the most widespread
        630091, Russia.
        *Corresponding author. Email: scott.mills@umontana.edu  tential for evolution to rescue populations from  polymorphic zones (for narrow/broad criteria)
        †These authors contributed equally to this work.  abrupt environmental change (23, 24). Specifical-  are arctic fox (10%/57%), white-tailed jackrabbit
        Mills et al., Science 359, 1033–1036 (2018)  2 March 2018                                           1of4
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