About the Authors

Janet Ong

Roles Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

Affiliation Environmental Health Institute, National Environment Agency, Singapore

Stacy Soh

Roles Data curation, Writing – review & editing

Affiliation Environmental Health Institute, National Environment Agency, Singapore

Soon Hoe Ho

Roles Formal analysis, Writing – original draft, Writing – review & editing

Affiliation Environmental Health Institute, National Environment Agency, Singapore

Annabel Seah

Roles Data curation, Writing – review & editing

Affiliation Environmental Health Institute, National Environment Agency, Singapore

Borame Sue Dickens

Roles Writing – review & editing

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore

Ken Wei Tan

Roles Writing – review & editing

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore

Joel Ruihan Koo

Roles Writing – review & editing

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore

Alex R. Cook

Roles Methodology, Writing – review & editing

Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore

Daniel R. Richards

Roles Resources, Writing – review & editing

Affiliation Manaaki Whenua—Landcare Research, Lincoln, New Zealand

Leon Yan-Feng Gaw

Roles Resources, Writing – review & editing

Affiliation School of Design and Environment, National University of Singapore, Singapore

Lee Ching Ng

Roles Supervision, Writing – review & editing

Affiliations Environmental Health Institute, National Environment Agency, Singapore, School of Biological Sciences, Nanyang Technological University, Singapore

Jue Tao Lim

Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

juetao@nus.edu.sg

Affiliations Environmental Health Institute, National Environment Agency, Singapore, Saw Swee Hock School of Public Health, National University of Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.