About the Authors

Sumil K. Thakrar

Roles Conceptualization, Data curation, Methodology, Resources, Software, Visualization, Writing – original draft, Writing – review & editing

sthakrar@umn.edu (SKT); hill0408@umn.edu (JDH)

Affiliations Department of Bioproducts & Biosystems Engineering, University of Minnesota, St Paul, Minnesota, United States of America, Department of Applied Economics, University of Minnesota, St Paul, Minnesota, United States of America

Christopher W. Tessum

Roles Conceptualization, Data curation, Methodology, Resources, Software, Supervision, Writing – review & editing

Affiliation Department of Civil and Environmental Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois, United States of America

Joshua S. Apte

Roles Writing – review & editing

Affiliations Department of Civil and Environmental Engineering, University of California, Berkeley, Berkeley, California, United States of America, School of Public Health, University of California, Berkeley, California, United States of America

Srinidhi Balasubramanian

Roles Data curation, Resources, Writing – review & editing

Current address: Environmental Science and Engineering Department, Indian Institute of Technology, Bombay, Mumbai, Maharashtra, India

Affiliation Department of Bioproducts & Biosystems Engineering, University of Minnesota, St Paul, Minnesota, United States of America

Dylan B. Millet

Roles Conceptualization, Data curation, Methodology, Resources, Writing – review & editing

Affiliation Department of Soil, Water, and Climate, University of Minnesota, St Paul, Minnesota, United States of America

Spyros N. Pandis

Roles Writing – review & editing

Affiliations Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America, Department of Chemical Engineering, University of Patras, Patras, Greece

Julian D. Marshall

Roles Conceptualization, Data curation, Methodology, Resources, Supervision, Writing – review & editing

Affiliation Department of Civil and Environmental Engineering, University of Washington, Seattle, Washington, United States of America

Jason D. Hill

Roles Conceptualization, Data curation, Methodology, Resources, Supervision, Writing – review & editing

sthakrar@umn.edu (SKT); hill0408@umn.edu (JDH)

Affiliation Department of Bioproducts & Biosystems Engineering, University of Minnesota, St Paul, Minnesota, United States of America

Competing Interests

The authors have declared that no competing interests exist.