About the Authors

Zengmiao Wang

Contributed equally to this work with: Zengmiao Wang, Peiyi Wu

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

wangzengmiao@gmail.com (ZW); hongbinsong@263.net (HS)

Affiliation State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing, China

Peiyi Wu

Contributed equally to this work with: Zengmiao Wang, Peiyi Wu

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

Affiliation State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing, China

Lin Wang

Roles Data curation, Writing – review & editing

Affiliation Department of Genetics, University of Cambridge, Cambridge, United Kingdom

Bingying Li

Roles Data curation

Affiliation State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing, China

Yonghong Liu

Roles Data curation

Affiliation Beijing Center for Disease Prevention and Control, Beijing, China

Yuxi Ge

Roles Data curation

Affiliation State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing, China

Ruixue Wang

Roles Formal analysis, Visualization

Affiliation State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing, China

Ligui Wang

Roles Writing – review & editing

Affiliation Center of Disease Control and Prevention, PLA, Beijing, China

Hua Tan

Roles Writing – review & editing

Affiliation Translational and Functional Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, United States of America

Chieh-Hsi Wu

Roles Writing – review & editing

Affiliation Mathematical Sciences, University of Southampton, Southampton, United Kingdom

Marko Laine

Roles Writing – review & editing

Affiliation Finnish Meteorological Institute, Meteorological Research Unit, Helsinki, Finland

Henrik Salje

Roles Writing – review & editing

Affiliation Department of Genetics, University of Cambridge, Cambridge, United Kingdom

Hongbin Song

Roles Writing – review & editing

wangzengmiao@gmail.com (ZW); hongbinsong@263.net (HS)

Affiliation Center of Disease Control and Prevention, PLA, Beijing, China

Competing Interests

The authors have declared that no competing interests exist.