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Evaluating expert-based habitat suitability information of terrestrial mammals with GPS-tracking data.

Maarten J E BroekmanJelle P HilbersMark A J HuijbregtsThomas MuellerAbdullahi H AliHenrik AndrénJeanne AltmannMalin AronssonNina AttiasHattie L A Bartlam-BrooksFloris M van BeestJerrold L BelantDean E BeyerLaura R BidnerNiels BlaumRandall B BooneMark S BoyceMichael B BrownFrancesca CagnacciRok ČerneSimon Chamaillé-JammesNandintsetseg DejidJasja DekkerArnaud Leonard Jean DesbiezSamuel L Díaz MuñozJulian FennessyClaudia FichtelChristina FischerJason T FisherIlya FischhoffAdam T FordJohn M FryxellBenedikt GehrJacob R GoheenMorgan HauptfleischA J Mark HewisonRobert HeringMarco HeurichLynne A IsbellRené JanssenFlorian JeltschPetra KaczenskyPeter M KappelerMiha KrofelScott D LaPointA David M LathamJohn D C LinnellA Catherine MarkhamJenny MattissonEmilia Patricia MediciGuilherme de Miranda MourãoBram van MoorterRonaldo Gonçalves MoratoNicolas MorelletMysterud AtleStephen MwiuJohn OddenKirk A OlsonAivars OrnicānsNives PagonManuela PanzacchiJens PerssonTyler R PetroeljeChrister Moe RolandsenDavid A RoshierDaniel I RubensteinSonia SaïdAlbert R SalemgareyevHall SawyerNiels Martin SchmidtNuria SelvaAgnieszka SergielJared A StabachJenna Stacy-DawesFrances E C StewartJonas StieglerOlav StrandSiva SundaresanNathan J SvobodaWiebke UllmannUlrich VoigtJake WallMartin WikelskiChristopher C WilmersFilip ZiębaTomasz Zwijacz-KozicaAafke M SchipperMarlee A Tucker
Published in: Global ecology and biogeography : a journal of macroecology (2022)
We show how GPS-tracking data can be used to evaluate IUCN habitat suitability data. Our findings indicate that for the majority of species included in this study, it is appropriate to use IUCN habitat suitability data in macroecological studies. Furthermore, we show that GPS-tracking data can be used to identify and prioritize species and habitat types for re-evaluation of IUCN habitat suitability data.
Keyphrases
  • climate change
  • electronic health record
  • big data
  • machine learning
  • data analysis
  • deep learning