About the Authors

William G. Meikle

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

william.meikle@ars.usda.gov

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Vanessa Corby-Harris

Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Mark J. Carroll

Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Milagra Weiss

Roles Conceptualization, Data curation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Lucy A. Snyder

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

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Charlotte A. D. Meador

Roles Data curation, Investigation, Writing – review & editing

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Eli Beren

Roles Data curation, Investigation, Methodology, Writing – review & editing

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Nicholas Brown

Roles Conceptualization, Data curation, Investigation, Methodology

Affiliation Carl Hayden Bee Research Center, USDA-ARS, Tucson, AZ, United States of America

Competing Interests

The authors have declared that no competing interests exist.