About the Authors

Shengjie Lai

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China, WorldPop, Department of Geography and Environment, University of Southampton, Southampton, United Kingdom, Division of Infectious Disease, Key Laboratory of Surveillance and Early–warning on Infectious Disease, Chinese Center for Disease Control and Prevention, Changping District, Beijing, China, Flowminder Foundation, Stockholm, Sweden

Michael A. Johansson

Roles Conceptualization, Investigation, Methodology, Software, Writing – review & editing

Affiliations Dengue Branch, Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico, Center for Communicable Disease Dynamics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America

Wenwu Yin

Roles Conceptualization, Data curation, Investigation, Writing – review & editing

Affiliation Division of Infectious Disease, Key Laboratory of Surveillance and Early–warning on Infectious Disease, Chinese Center for Disease Control and Prevention, Changping District, Beijing, China

Nicola A. Wardrop

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

Affiliations WorldPop, Department of Geography and Environment, University of Southampton, Southampton, United Kingdom, Department for International Development, London, United Kingdom

Willem G. van Panhuis

Roles Conceptualization, Data curation, Methodology, Writing – review & editing

Affiliation Epidemiology and Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States of America

Amy Wesolowski

Roles Conceptualization, Methodology, Writing – review & editing

Affiliation Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America

Moritz U. G. Kraemer

Roles Data curation, Methodology, Writing – review & editing

Affiliations Harvard Medical School, Harvard University, Boston, MA, United States of America, Computational Epidemiology Lab, Boston Children’s Hospital, Boston, MA, United States of America, Department of Zoology, University of Oxford, New Radcliffe House, Radcliffe Observatory Quarter, Oxford, United Kingdom

Isaac I. Bogoch

Roles Conceptualization, Data curation, Methodology, Writing – review & editing

Affiliations Department of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, ON, Canada, Divisions of General Internal Medicine and Infectious Diseases, University Health Network, Toronto, ON, Canada

Dylain Kain

Roles Data curation, Investigation, Writing – review & editing

Affiliation Department of Medicine, University of Toronto, Toronto, ON, Canada

Aidan Findlater

Roles Data curation, Investigation, Writing – review & editing

Affiliation Department of Medicine, University of Toronto, Toronto, ON, Canada

Marc Choisy

Roles Data curation, Investigation, Writing – review & editing

Affiliations MIVEGEC, IRD, CNRS, University of Montpellier, Montpellier, France, Oxford University Clinical Research Unit, National Hospital for Tropical Diseases, Hanoi, Vietnam

Zhuojie Huang

Roles Conceptualization, Data curation, Methodology, Writing – review & editing

Affiliation School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China

Di Mu

Roles Data curation, Investigation, Writing – review & editing

Affiliation Division of Infectious Disease, Key Laboratory of Surveillance and Early–warning on Infectious Disease, Chinese Center for Disease Control and Prevention, Changping District, Beijing, China

Yu Li

Roles Data curation, Investigation, Writing – review & editing

Affiliation Division of Infectious Disease, Key Laboratory of Surveillance and Early–warning on Infectious Disease, Chinese Center for Disease Control and Prevention, Changping District, Beijing, China

Yangni He

Roles Data curation, Investigation, Writing – review & editing

Affiliation School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China

Qiulan Chen

Roles Data curation, Investigation, Writing – review & editing

Affiliation Division of Infectious Disease, Key Laboratory of Surveillance and Early–warning on Infectious Disease, Chinese Center for Disease Control and Prevention, Changping District, Beijing, China

Juan Yang

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

Affiliation School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China

Kamran Khan

Contributed equally to this work with: Kamran Khan, Andrew J. Tatem, Hongjie Yu

Roles Conceptualization, Data curation, Methodology, Resources, Supervision, Writing – review & editing

Affiliations Department of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, ON, Canada, Li Ka Shing Knowledge Institute, St Michael’s Hospital, Toronto, Ontario, Canada

Andrew J. Tatem

Contributed equally to this work with: Kamran Khan, Andrew J. Tatem, Hongjie Yu

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

Affiliations WorldPop, Department of Geography and Environment, University of Southampton, Southampton, United Kingdom, Flowminder Foundation, Stockholm, Sweden

Hongjie Yu

Contributed equally to this work with: Kamran Khan, Andrew J. Tatem, Hongjie Yu

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

cfetpyhj@vip.sina.com

Affiliations School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China, Division of Infectious Disease, Key Laboratory of Surveillance and Early–warning on Infectious Disease, Chinese Center for Disease Control and Prevention, Changping District, Beijing, China

Competing Interests

The authors have declared that no competing interests exist.