About the Authors

Christopher Chalmers

Contributed equally to this work with: Christopher Chalmers, Elizabeth D. Crook

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

cmchalme@uci.edu

Affiliation Department of Earth System Science, University of California, Irvine, Irvine, California, United States of America

Elizabeth D. Crook

Contributed equally to this work with: Christopher Chalmers, Elizabeth D. Crook

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing – review & editing

Affiliation Department of Earth System Science, University of California, Irvine, Irvine, California, United States of America

Ada N. Acobta

Roles Visualization, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Earth System Science, University of California, Irvine, Irvine, California, United States of America

Kyle Manley

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

Current address: Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Boulder, Colorado, United States of America

‡ These authors also contributed equally to this work.

Affiliations Department of Earth System Science, University of California, Irvine, Irvine, California, United States of America, Cooperative Institute for Research in Environmental Sciences, University of Colorado, Boulder, Boulder, Colorado, United States of America

Benis Egoh

Roles Conceptualization, Project administration, Supervision, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliation Department of Earth System Science, University of California, Irvine, Irvine, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.