About the Authors

Jason Flower

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

jflower@ucsb.edu

Affiliations Marine Science Institute, University of California, Santa Barbara, Santa Barbara, CA, United States of America, Bren School of Environmental Science & Management, University of California, Santa Barbara, Santa Barbara, CA, United States of America, Environmental Market Solutions Lab, University of California, Santa Barbara, Santa Barbara, CA, United States of America

Andy Estep

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

Affiliation Waitt Institute, La Jolla, CA, United States of America

Keinan James

Roles Data curation, Investigation, Writing – review & editing

Affiliation Youth Apprenticeship Program, Ministry of Education, Youth Affairs & Sports, Brades, Montserrat

Robin Ramdeen

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

Affiliation Waitt Institute, La Jolla, CA, United States of America

Claire A. Runge

Roles Formal analysis, Methodology, Writing – review & editing

Affiliation School of Earth and Environmental Sciences, University of Queensland, St Lucia, QLD, Australia

Lennon Thomas

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

Affiliations Marine Science Institute, University of California, Santa Barbara, Santa Barbara, CA, United States of America, Bren School of Environmental Science & Management, University of California, Santa Barbara, Santa Barbara, CA, United States of America, Environmental Market Solutions Lab, University of California, Santa Barbara, Santa Barbara, CA, United States of America

Sarah E. Lester

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

Affiliation Department of Geography, Florida State University, Tallahassee, FL, United States of America

Competing Interests

The authors have declared that no competing interests exist.