About the Authors

Qu Cheng

Contributed equally to this work with: Qu Cheng, Qinlong Jing

Roles Conceptualization, Formal analysis, Investigation, Methodology, Resources, Software, Visualization, Writing – original draft

Affiliation Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, People’s Republic of China

Qinlong Jing

Contributed equally to this work with: Qu Cheng, Qinlong Jing

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Visualization, Writing – original draft

Affiliations Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong, People’s Republic of China, Department of Infectious Diseases, Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong, People’s Republic of China

Robert C. Spear

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

Affiliation Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America

John M. Marshall

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

Affiliation Division of Biostatistics and Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America

Zhicong Yang

Roles Conceptualization, Funding acquisition, Investigation, Resources, Supervision, Writing – review & editing

penggong@tsinghua.edu.cn (PG); yangzc@gzcdc.org.cn (ZY)

Affiliations Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong, People’s Republic of China, Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, Guangzhou, Guangdong, People’s Republic of China

Peng Gong

Roles Conceptualization, Formal analysis, Funding acquisition, Supervision, Writing – review & editing

penggong@tsinghua.edu.cn (PG); yangzc@gzcdc.org.cn (ZY)

Affiliations Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, People’s Republic of China, Joint Center for Global Change Studies, Beijing, People’s Republic of China

Competing Interests

The authors have declared that no competing interests exist.