About the Authors

Katherine D. Millage

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

kmillage@ucsb.edu

Affiliations Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America, Marine Science Institute, University of California Santa Barbara, Santa Barbara, California, United States of America

Vienna R. Saccomanno

Roles Data curation, Formal analysis, Software, Visualization, Writing – review & editing

Current address: Oceans Program, The Nature Conservancy, Sacramento, California, United States of America

Affiliation Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America

Matthew M. Warham

Roles Data curation, Formal analysis, Software, Visualization, Writing – review & editing

Current address: Department of Planning and Natural Resources, Government of the Virgin Islands, St. Croix, US Virgin Islands

Affiliation Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America

Laura Lea Rubino

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

Current address: The Environmental Defense Fund, New York, New York, United States of America

Affiliation Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America

Anna Schuhbauer

Roles Data curation, Resources, Writing – review & editing

Affiliation Institute for the Ocean and Fisheries, The University of British Columbia, Vancouver, British Columbia, Canada

U. Rashid Sumaila

Roles Data curation, Resources, Writing – review & editing

Affiliations Institute for the Ocean and Fisheries, The University of British Columbia, Vancouver, British Columbia, Canada, School of Public Policy and Global Affairs, The University of British Columbia, Vancouver, British Columbia, Canada

Christopher Costello

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

Affiliations Bren School of Environmental Science and Management, University of California Santa Barbara, Santa Barbara, California, United States of America, Department of Economics, University of California Santa Barbara, Santa Barbara, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.