About the Authors

Jeffrey Shaman

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

jls106@cumc.columbia.edu

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

Sasikiran Kandula

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

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

Wan Yang

Roles Methodology, Writing – review & editing

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

Alicia Karspeck

Roles Investigation, Writing – review & editing

Affiliation National Center for Atmospheric Research, Boulder, CO, 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 and AK declare partial ownership of SK Analytics.