About the Authors

Renquan Zhang

Roles Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing – original draft

Affiliation School of Mathematical Sciences, Dalian University of Technology, Dalian, China

Jilei Tai

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliation School of Mathematical Sciences, Dalian University of Technology, Dalian, China

Qing Yao

Roles Data curation, Formal analysis, Investigation, Software, Validation, Writing – review & editing

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

Wan Yang

Roles Data curation, Investigation, Resources, Validation, Writing – review & editing

Affiliations Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, United States of America, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York, United States of America

Kai Ruggeri

Roles Investigation, Validation, Writing – review & editing

Affiliation Department of Health Policy and Management, Mailman School of Public Health, Columbia University, New York, New York, United States of America

Jeffrey Shaman

Roles Investigation, Validation, Writing – review & editing

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

Sen Pei

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft

sp3449@cumc.columbia.edu

Affiliation Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York, 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 Columbia University disclose partial ownership of SK Analytics. JS discloses consulting for BNI. We confirm that these competing interests will not alter adherence to PLOS policies on sharing data and materials. All other authors have declared that no competing interests exist.