About the Authors

Sen Pei

Roles Conceptualization, Formal analysis, Methodology, Writing – original draft

sp3449@cumc.columbia.edu (SP); jls106@cumc.columbia.edu (JS)

Affiliation Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, United States of America

Mark A. Cane

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Lamont-Doherty Earth Observatory, Columbia University, New York, NY, United States of America

Jeffrey Shaman

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing

sp3449@cumc.columbia.edu (SP); jls106@cumc.columbia.edu (JS)

Affiliation Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, United States of America

Competing Interests

I have read the journal's policy and the authors of this manuscript have the following competing interests: JS discloses partial ownership of SK Analytics. Other authors have declared that no competing interests exist.