About the Authors

Lauren M. T. Broyles

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

Affiliation Department of Civil and Environmental Engineering, Pennsylvania State University, University Park, Pennsylvania, United States of America

Emily L. Pakhtigian

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

emilypakhtigian@psu.edu

Affiliation School of Public Policy, Pennsylvania State University, University Park, Pennsylvania, United States of America

Sonia Aziz

Roles Funding acquisition, Project administration, Writing – review & editing

Affiliation Department of Economics and Business, Moravian University, Bethlehem, Pennsylvania, United States of America

Ali S. Akanda

Roles Funding acquisition, Project administration, Writing – review & editing

Affiliation Department of Civil and Environmental Engineering, University of Rhode Island, Kingston, Rhode Island, United States of America

Alfonso Mejia

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

Affiliation Department of Civil and Environmental Engineering, Pennsylvania State University, University Park, Pennsylvania, United States of America

Competing Interests

The authors have declared that no competing interests exist.