Climatic predictors of prominent honey bee (Apis mellifera) disease agents: Varroa destructor, Melissococcus plutonius, and Vairimorpha spp.

• Alison McAfee,

  Roles Formal analysis, Investigation, Visualization, Writing – original draft

  Affiliations Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada, Department of Applied Ecology, North Carolina State University, Raleigh, North Carolina, United States of America

  https://orcid.org/0000-0003-3523-6649

  ⨯
• Niloofar Alavi-Shoushtari,

  Roles Data curation, Writing – review & editing

  Affiliation Landscape Science and Technology, Environment & Climate Change Canada, National Wildlife Research Centre, Ottawa, Ontario, Canada

  ⨯
• Lan Tran,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Agriculture and Agri-Food Canada, Beaverlodge Research Farm, Beaverlodge, Alberta, Canada

  ⨯
• Renata Labuschagne,

  Roles Data curation, Writing – review & editing

  Affiliation Technical Transfer Program, Alberta Beekeepers Commission, Edmonton, Alberta, Canada

  https://orcid.org/0000-0002-7480-1367

  ⨯
• Morgan Cunningham,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada, Agriculture and Agri-Food Canada, Beaverlodge Research Farm, Beaverlodge, Alberta, Canada, Department of Computer Science, University of Victoria, Victoria, British Columbia, Canada

  ⨯
• Nadejda Tsvetkov,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada

  ⨯
• Julia Common,

  Roles Investigation, Resources

  Affiliation Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada

  ⨯
• Heather Higo,

  Roles Investigation, Resources

  Affiliation Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada

  https://orcid.org/0000-0002-6918-1685

  ⨯
• Stephen F. Pernal,

  Roles Funding acquisition, Writing – review & editing

  Affiliation Agriculture and Agri-Food Canada, Beaverlodge Research Farm, Beaverlodge, Alberta, Canada

  https://orcid.org/0000-0002-0290-4391

  ⨯
• Pierre Giovenazzo,

  Roles Funding acquisition, Writing – review & editing

  Affiliation Département de Biologie, Université Laval, Ville de Québec, Québec, Canada

  ⨯
• Shelley E. Hoover,

  Roles Funding acquisition, Writing – review & editing

  Affiliation Department of Biological Sciences, University of Lethbridge, Lethbridge, Alberta, Canada

  ⨯
• Ernesto Guzman-Novoa,

  Roles Funding acquisition, Writing – review & editing

  Affiliation School of Environmental Sciences, University of Guelph, Guelph, Ontario, Canada

  https://orcid.org/0000-0001-5632-0642

  ⨯
• Robert W. Currie,

  Roles Funding acquisition, Writing – review & editing

  Affiliation Department of Entomology, University of Manitoba, Winnipeg, Manitoba, Canada

  https://orcid.org/0000-0003-1146-900X

  ⨯
• Patricia Wolf Veiga,

  Roles Data curation, Investigation

  Affiliation National Bee Diagnostic Centre, Northwestern Polytechnic, Beaverlodge, Alberta, Canada

  ⨯
• Sarah K. French,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Biology, York University, Toronto, Ontario, Canada

  https://orcid.org/0000-0002-4286-5382

  ⨯
• Ida M. Conflitti,

  Roles Project administration, Writing – review & editing

  Affiliation Department of Biology, York University, Toronto, Ontario, Canada

  ⨯
• Mateus Pepinelli,

  Roles Investigation, Project administration, Writing – review & editing

  Affiliation Department of Biology, York University, Toronto, Ontario, Canada

  https://orcid.org/0000-0002-9815-4774

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• Daniel Borges,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Technology Transfer Program, Ontario Beekeepers’ Association, Guelph, Ontario, Canada

  ⨯
• Elizabeth M. Walsh,

  Roles Investigation, Writing – review & editing

  Affiliations Agriculture and Agri-Food Canada, Beaverlodge Research Farm, Beaverlodge, Alberta, Canada, United States Department of Agriculture–Agricultural Research Service, Honey bee Breeding, Genetics and Physiology Research Unit, Baton Rouge, Louisiana, United States of America

  https://orcid.org/0000-0001-6209-7547

  ⨯
• Christine A. Bishop,

  Roles Conceptualization, Writing – review & editing

  Affiliation Environment and Climate Change Canada, Delta, British Columbia, Canada

  ⨯
• Amro Zayed,

  Roles Funding acquisition, Project administration, Writing – review & editing

  Affiliation Department of Biology, York University, Toronto, Ontario, Canada

  https://orcid.org/0000-0003-3233-4585

  ⨯
• Jason Duffe,

  Roles Conceptualization, Supervision

  Affiliation Landscape Science and Technology, Environment & Climate Change Canada, National Wildlife Research Centre, Ottawa, Ontario, Canada

  ⨯
• Leonard J. Foster ,

  Contributed equally to this work with: Leonard J. Foster, M. Marta Guarna

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

  * E-mail: foster@msl.ubc.ca (LJF); marta.guarna@outlook.com (MMG)

  Affiliation Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada

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•  [ ... ],
• M. Marta Guarna

  Contributed equally to this work with: Leonard J. Foster, M. Marta Guarna

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

  * E-mail: foster@msl.ubc.ca (LJF); marta.guarna@outlook.com (MMG)

  Affiliations Agriculture and Agri-Food Canada, Beaverlodge Research Farm, Beaverlodge, Alberta, Canada, Department of Computer Science, University of Victoria, Victoria, British Columbia, Canada

  https://orcid.org/0000-0002-4638-9475

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