About the Authors

Isobel Routledge

Contributed equally to this work with: Isobel Routledge, Shengjie Lai

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

i.routledge15@imperial.ac.uk

Affiliation Imperial College London, London, United Kingom

Shengjie Lai

Contributed equally to this work with: Isobel Routledge, Shengjie Lai

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

Affiliation University of Southampton, Southampton, United Kingdom

Katherine E. Battle

Roles Visualization, Writing – review & editing

Affiliation University of Oxford, Oxford, United Kingdom

Azra C. Ghani

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Imperial College London, London, United Kingom

Manuel Gomez-Rodriguez

Roles Methodology, Supervision, Writing – review & editing

Affiliation Max Planck Institute for Software Systems, Saarbrücken, Germany

Kyle B. Gustafson

Roles Methodology, Writing – review & editing

Affiliation Institute for Disease Modelling, Bellevue, Washington, United States of America

Swapnil Mishra

Roles Methodology, Writing – review & editing

Affiliation Imperial College London, London, United Kingom

Juliette Unwin

Roles Writing – review & editing

Affiliation Imperial College London, London, United Kingom

Joshua L. Proctor

Roles Methodology, Writing – review & editing

Affiliation Institute for Disease Modelling, Bellevue, Washington, United States of America

Andrew J. Tatem

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation University of Southampton, Southampton, United Kingdom

Zhongjie Li

Roles Data curation, Supervision

Affiliation Chinese Centers for Disease Control and Prevention, Beijing, China

Samir Bhatt

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

Affiliation Imperial College London, London, United Kingom

Competing Interests

The authors have declared that no competing interests exist.