Extinction risk modeling predicts range-wide differences of climate change impact on Karner blue butterfly (Lycaeides melissa samuelis)

• Yudi Li ,

  Contributed equally to this work with: Yudi Li, David Wilson, Ralph Grundel, Jessica J. Hellmann

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: evoli@ucdavis.edu

  Affiliation Energy Graduate Group, University of California Davis, Davis, CA, United States of America

  https://orcid.org/0000-0002-7143-838X

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• David Wilson ,

  Contributed equally to this work with: Yudi Li, David Wilson, Ralph Grundel, Jessica J. Hellmann

  Roles Formal analysis, Methodology, Validation, Writing – review & editing

  Affiliation Minnesota Department of Natural Resources, Grand Rapids, MN, United States of America

  https://orcid.org/0000-0001-9454-951X

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• Ralph Grundel ,

  Contributed equally to this work with: Yudi Li, David Wilson, Ralph Grundel, Jessica J. Hellmann

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – review & editing

  Affiliation US Geological Survey, Lake Michigan Ecological Research Station, Chesterton, IN, United States of America

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• Steven Campbell ,

  Roles Data curation, Validation, Writing – review & editing

  ¶‡ These authors also contributed equally to this work

  Affiliation Albany Pine Bush Preserve Commission, Albany Pine Bush, NY, United States of America

  https://orcid.org/0000-0001-9459-2868

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• Joseph Knight ,

  Roles Methodology, Software, Writing – review & editing

  ¶‡ These authors also contributed equally to this work

  Affiliation Department of Forest Resources, University of Minnesota, St. Paul, MN, United States of America

  https://orcid.org/0000-0001-5846-9416

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• Jim Perry ,

  Roles Conceptualization, Investigation, Methodology, Writing – review & editing

  ¶‡ These authors also contributed equally to this work

  Affiliation Department of Fisheries, Wildlife and Conservation Biology University of Minnesota, St. Paul, MN, United States of America

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• Jessica J. Hellmann

  Contributed equally to this work with: Yudi Li, David Wilson, Ralph Grundel, Jessica J. Hellmann

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation Conservation Sciences Graduate Program, University of Minnesota, St. Paul, MN, United States of America

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