About the Authors

Kelly Charniga

Roles Conceptualization, Investigation, Visualization, Writing – original draft, Writing – review & editing

kelly.charniga@gmail.com

Affiliation Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, Université Paris Cité, CNRS UMR 2000, Paris, France

Sang Woo Park

Roles Conceptualization, Investigation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America

Andrei R. Akhmetzhanov

Roles Writing – review & editing

Affiliation College of Public Health, National Taiwan University, Taipei, Taiwan

Anne Cori

Roles Visualization, Writing – review & editing

Affiliation MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom

Jonathan Dushoff

Roles Writing – review & editing

Affiliations Departments of Mathematics & Statistics and Biology, McMaster University, Hamilton, Ontario, Canada, Department of Biology, McMaster University, Hamilton, Ontario, Canada, M. G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, Ontario, Canada

Sebastian Funk

Roles Writing – review & editing

Affiliations Department of Infectious Disease Epidemiology and Dynamics, London School of Hygiene & Tropical Medicine, London, United Kingdom, Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom

Katelyn M. Gostic

Roles Writing – review & editing

Affiliation Center for Forecasting and Outbreak Analytics, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Natalie M. Linton

Roles Writing – review & editing

Affiliation Graduate School of Medicine, Hokkaido University, Sapporo-shi, Hokkaido, Japan

Adrian Lison

Roles Writing – review & editing

Affiliation Department of Biosystems Science and Engineering, ETH Zurich, Zurich, Switzerland

Christopher E. Overton

Roles Writing – review & editing

Affiliations Department of Mathematical Sciences, University of Liverpool, Liverpool, United Kingdom, All Hazards Intelligence, Infectious Disease Modelling Team, Data Analytics and Surveillance, UK Health Security Agency, United Kingdom, Department of Mathematics, University of Manchester, Manchester, United Kingdom

Juliet R. C. Pulliam

Roles Writing – review & editing

Affiliation Center for Forecasting and Outbreak Analytics, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America

Thomas Ward

Roles Writing – review & editing

Affiliation All Hazards Intelligence, Infectious Disease Modelling Team, Data Analytics and Surveillance, UK Health Security Agency, United Kingdom

Simon Cauchemez

Roles Writing – review & editing

Affiliation Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, Université Paris Cité, CNRS UMR 2000, Paris, France

Sam Abbott

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

Affiliations Department of Infectious Disease Epidemiology and Dynamics, London School of Hygiene & Tropical Medicine, London, United Kingdom, Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.