About the Authors

James N. McNair

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

mcnairja@gvsu.edu

Affiliation Annis Water Resources Institute, Grand Valley State University, Muskegon, Michigan, United States of America

Carl R. Ruetz III

Roles Conceptualization, Writing – review & editing

Affiliation Annis Water Resources Institute, Grand Valley State University, Muskegon, Michigan, United States of America

Ariana Carlson

Roles Software, Visualization

Affiliation Department of Statistics, Grand Valley State University, Allendale, Michigan, United States of America

Jiyeon Suh

Roles Formal analysis, Writing – review & editing

Affiliation Department of Mathematics, Grand Valley State University, Allendale, Michigan, United States of America

Competing Interests

The authors have declared that no competing interests exist.