About the Authors

Terry van Gevelt

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

tvangevelt@smu.edu.sg

Affiliation College of Integrative Studies, Singapore Management University, Singapore, Singapore

Brian G. McAdoo

Roles Conceptualization, Funding acquisition, Methodology, Resources, Visualization, Writing – review & editing

Affiliation Nicholas School of the Environment, Duke University, Durham, North Carolina, United States of America

Jie Yang

Roles Data curation, Funding acquisition, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – review & editing

Affiliation College of Harbor, Coastal and Offshore Engineering, Hohai University, Nanjing, China

Linlin Li

Roles Data curation, Funding acquisition, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – review & editing

Affiliation School of Earth Sciences and Engineering, Sun Yat-sen University, Guangzhou, China

Fiona Williamson

Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

Affiliation College of Integrative Studies, Singapore Management University, Singapore, Singapore

Alex Scollay

Roles Resources, Software, Visualization

Affiliation Methods and Madness Studios, Singapore, Singapore

Aileen Lam

Roles Conceptualization, Formal analysis, Methodology, Validation, Writing – review & editing

Affiliation Department of Economics, University of Macau, Macau SAR, Zhuhai, China

Kwan Nok Chan

Roles Funding acquisition, Methodology, Writing – review & editing

Affiliation Department of Politics and Public Administration, University of Hong Kong, Hong Kong SAR, Hong Kong, China

Adam D. Switzer

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Visualization, Writing – review & editing

Affiliations Asian School of the Environment, Nanyang Technological University, Singapore, Singapore, Earth Observatory of Singapore, Nanyang Technological University, Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.