About the Authors

Denys Yemshanov

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Validation, Writing – original draft, Writing – review & editing

denys.yemshanov@nrcan-rncan.gc.ca

Affiliation Natural Resources Canada, Canadian Forest Service, Great Lakes Forestry Centre, Sault Ste. Marie, Ontario, Canada

Ning Liu

Roles Data curation, Formal analysis, Methodology, Software, Visualization

Affiliation Natural Resources Canada, Canadian Forest Service, Great Lakes Forestry Centre, Sault Ste. Marie, Ontario, Canada

Eric W. Neilson

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

Affiliation Natural Resources Canada, Canadian Forest Service, Northern Forestry Centre, Northwest Edmonton, Alberta, Canada

Frank H. Koch

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

Affiliation USDA Forest Service, Southern Research Station, Eastern Forest Environmental Threat Assessment Center, Research Triangle Park, North Carolina, United States of America

Marc-André Parisien

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

Affiliation Natural Resources Canada, Canadian Forest Service, Northern Forestry Centre, Northwest Edmonton, Alberta, Canada

Competing Interests

The authors have declared that no competing interests exist.