About the Authors
- Shengjie Lai
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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
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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
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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
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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
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Roles Conceptualization, Data curation, Methodology, Writing – review & editing
Affiliation Epidemiology and Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States of America
- Amy Wesolowski
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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
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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
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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
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Roles Data curation, Investigation, Writing – review & editing
Affiliation Department of Medicine, University of Toronto, Toronto, ON, Canada
- Aidan Findlater
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Roles Data curation, Investigation, Writing – review & editing
Affiliation Department of Medicine, University of Toronto, Toronto, ON, Canada
- Marc Choisy
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Contributed equally to this work with: Kamran Khan, Andrew J. Tatem, Hongjie Yu
Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – review & editing
* E-mail: 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.