About the Authors

Hoon C. Shin

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Software, Visualization, Writing – original draft, Writing – review & editing

spphcs@nus.edu.sg

Affiliations Lee Kuan Yew School of Public Policy, National University of Singapore, Singapore, Singapore, Center for Behavior, Institutions, and the Environment, Arizona State University, Tempe, Arizona, United States of America

Sechindra Vallury

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

Affiliations Center for Behavior, Institutions, and the Environment, Arizona State University, Tempe, Arizona, United States of America, WA Franke College of Forestry & Conservation, University of Montana, Missoula, Montana, United States of America

Marco A. Janssen

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

Affiliations Center for Behavior, Institutions, and the Environment, Arizona State University, Tempe, Arizona, United States of America, School of Sustainability, Arizona State University, Tempe, Arizona, United States of America, School of Complex Adaptive Systems, Arizona State University, Tempe, Arizona, United States of America

David J. Yu

Roles Conceptualization, Formal analysis, Writing – review & editing

Affiliations Lyles School of Civil Engineering, Purdue University, W. Lafayette, Indiana, United States of America, Department of Political Science, Purdue University, W. Lafayette, Indiana, United States of America

Competing Interests

The authors have declared that no competing interests exist.