Transmission dynamics and the effects of non-pharmaceutical interventions in the COVID-19 outbreak resurged in Beijing, China: a descriptive and modelling study

• Ke Ma,
• Xin Lin,
• Lin Zhao,
• Na Jia,
• Jingyuan Wang,
• Xiaoming Cui,
• Yuhao Zhou,
• Runze Ye,
• Jia-Fu Jiang,
• Baogui Jiang,
• Zhang Xiong,
• HongHao Shi,
• Wuchun Cao

Affiliations

Ke Ma

State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing, China

Xin Lin

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

Lin Zhao

Institute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China

Na Jia

State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing, China

Jingyuan Wang

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

Xiaoming Cui

State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing, China

Yuhao Zhou

State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing, China

Runze Ye

Institute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China

Jia-Fu Jiang

State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing, China

Baogui Jiang

State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing, China

Zhang Xiong

MOE Engineering Research Center of ACAT, School of Computer Science and Engineering, Beihang University, Beijing, China

HongHao Shi

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

Wuchun Cao

State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Academy of Military Medical Sciences, Beijing, China