About the Authors

Zengmiao Wang

Contributed equally to this work with: Zengmiao Wang, Ziqin Zhou

Roles Supervision, Writing – original draft

wangzengmiao@gmail.com (ZW); andyguo@buaa.edu.cn (YG); yunlongcao@pku.edu.cn (YC); tianhuaiyu@gmail.com (HT)

Affiliation Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Research Center for Respiratory Infectious Diseases, State Key Laboratory of Remote Sensing and Digital Earth, Center for Global Change and Public Health, Beijing Normal University, Beijing, China

Ziqin Zhou

Contributed equally to this work with: Zengmiao Wang, Ziqin Zhou

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

Affiliation Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Research Center for Respiratory Infectious Diseases, State Key Laboratory of Remote Sensing and Digital Earth, Center for Global Change and Public Health, Beijing Normal University, Beijing, China

Junfu Wang

Roles Formal analysis, Methodology

Affiliation School of Computer Science and Engineering, Beihang University, Beijing, China

Lingyue Yang

Roles Data curation

Affiliation Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Research Center for Respiratory Infectious Diseases, State Key Laboratory of Remote Sensing and Digital Earth, Center for Global Change and Public Health, Beijing Normal University, Beijing, China

Zhirui Zhang

Roles Validation

Affiliation School of Statistics, Beijing Normal University, Beijing, China

Weina Xu

Roles Data curation

Affiliation School of Computer Science and Engineering, Beihang University, Beijing, China

Zeming Liu

Roles Data curation

Affiliation School of Computer Science and Engineering, Beihang University, Beijing, China

Yuxi Ge

Roles Validation

Affiliation Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Research Center for Respiratory Infectious Diseases, State Key Laboratory of Remote Sensing and Digital Earth, Center for Global Change and Public Health, Beijing Normal University, Beijing, China

Liang Yang

Roles Data curation

Affiliation School of Artificial Intelligence, Hebei University of Technology, Tianjin, China

Xiaoli Wang

Roles Writing – review & editing

Affiliations Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Center for Disease Prevention and Control, Beijing, China, Beijing Research Center for Respiratory Infectious Diseases, Beijing, China, School of Public Health, Capital Medical University, Beijing, China

Peng Yang

Roles Writing – review & editing

Affiliations Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Center for Disease Prevention and Control, Beijing, China, Beijing Research Center for Respiratory Infectious Diseases, Beijing, China, School of Public Health, Capital Medical University, Beijing, China

Quanyi Wang

Roles Writing – review & editing

Affiliations Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Center for Disease Prevention and Control, Beijing, China, Beijing Research Center for Respiratory Infectious Diseases, Beijing, China, School of Public Health, Capital Medical University, Beijing, China

Yunlong Cao

Roles Writing – review & editing

wangzengmiao@gmail.com (ZW); andyguo@buaa.edu.cn (YG); yunlongcao@pku.edu.cn (YC); tianhuaiyu@gmail.com (HT)

Affiliations Biomedical Pioneering Innovation Center, Peking University, Beijing, China, School of Life Sciences, Peking University, Beijing, China, Peking-Tsinghua Center for Life Sciences, Tsinghua University, Beijing, China

Yuanfang Guo

Roles Writing – original draft, Writing – review & editing

wangzengmiao@gmail.com (ZW); andyguo@buaa.edu.cn (YG); yunlongcao@pku.edu.cn (YC); tianhuaiyu@gmail.com (HT)

Affiliation School of Computer Science and Engineering, Beihang University, Beijing, China

Huaiyu Tian

Roles Conceptualization, Writing – review & editing

wangzengmiao@gmail.com (ZW); andyguo@buaa.edu.cn (YG); yunlongcao@pku.edu.cn (YC); tianhuaiyu@gmail.com (HT)

Affiliations Beijing Key Laboratory of Surveillance, Early Warning and Pathogen Research on Emerging Infectious Diseases, Beijing Research Center for Respiratory Infectious Diseases, State Key Laboratory of Remote Sensing and Digital Earth, Center for Global Change and Public Health, Beijing Normal University, Beijing, China, National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Joint International Research Laboratory of Catastrophe Simulation and Systemic Risk Governance, School of National Safety and Emergency Management, Beijing Normal University, Beijing, China

Competing Interests

The authors have declared that no competing interests exists.