About the Authors

Maya Mueller

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

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

mm5446@drexel.edu

Affiliation Department of Civil, Environmental, and Architectural Engineering, Drexel University, Pennsylvania, Philadelphia, United States of America

Isaac Quaye

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft

Affiliation Department of Geography, Environment and Urban Studies, Temple University, Pennsylvania, Philadelphia, United States of America

Shengao Yi

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

Roles Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

Affiliation Department of City and Regional Planning, University of Pennsylvania, Pennsylvania, Philadelphia, United States of America

James Foley

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

Roles Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft

Affiliation Department of Geography, Environment and Urban Studies, Temple University, Pennsylvania, Philadelphia, United States of America

Reeya Shah

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

Roles Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft

Affiliation Department of Geography, Environment and Urban Studies, Temple University, Pennsylvania, Philadelphia, United States of America

Xiaojiang Li

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

Roles Resources, Software, Supervision

Affiliation Department of City and Regional Planning, University of Pennsylvania, Pennsylvania, Philadelphia, United States of America

Hamil Pearsall

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department of Geography, Environment and Urban Studies, Temple University, Pennsylvania, Philadelphia, United States of America

Simi Hoque

Contributed equally to this work with: Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Department of Civil, Environmental, and Architectural Engineering, Drexel University, Pennsylvania, Philadelphia, United States of America

Competing Interests

The authors have declared that no competing interests exist.