Cascade Tuholske:
ORCID: https://orcid.org/0000-0002-4806-0462
Role: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole:
Project administrationRole: SoftwareRole: SupervisionRole: Writing – original draftRole:
Writing – review & editing
Benjamin S. Halpern: Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: Project administrationRole:
ResourcesRole: SoftwareRole: SupervisionRole: Writing – original draftRole: Writing
– review & editing
Gordon Blasco: Role: Data curationRole: Formal analysisRole: MethodologyRole: ValidationRole: VisualizationRole:
Writing – review & editing
Juan Carlos Villasenor: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole:
MethodologyRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – original
draftRole: Writing – review & editing
Melanie Frazier: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole:
VisualizationRole: Writing – review & editing
Kelly Caylor: Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: MethodologyRole:
SupervisionRole: Writing – review & editing
Bijeesh Kozhikkodan Veettil: Role: Editor
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS One
Journal ID (publisher-id): plos
Title:
PLoS ONE
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Electronic):
1932-6203
Publication date
(Electronic):
10
November
2021
Publication date Collection: 2021
Volume: 16
Issue: 11
Electronic Location Identifier: e0258898
Affiliations
[1
]
Department of Geography, University of California, Santa Barbara, CA, United States
of America
[2
]
National Center for Ecological Analysis and Synthesis, University of California, Santa
Barbara, CA, United States of America
[3
]
Center for International for International Earth Science Information Network, the
Columbia Climate School and its Earth Institute, Columbia University, Palisades, NY,
United States of America
[4
]
Bren School of Environmental Science & Management, University of California, Santa
Barbara, CA, United States of America
Duy Tan University, VIET NAM
Author notes
Competing Interests: The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PONE-D-21-15046
DOI: 10.1371/journal.pone.0258898
PMC ID: 8580218
PubMed ID: 34758036
SO-VID: 86d313a4-7a52-4992-8695-f2f9b6494058
Copyright © © 2021 Tuholske et al
License:
This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided
the original author and source are credited.
Funded by:
funder-id http://dx.doi.org/10.13039/100001263, National Philanthropic Trust;
Award Recipient
:
Benjamin S. Halpern
Funded by:
funder-id http://dx.doi.org/10.13039/100001263, National Philanthropic Trust;
Award Recipient
:
ORCID: https://orcid.org/0000-0002-4806-0462
Cascade Tuholske
Funded by:
funder-id http://dx.doi.org/10.13039/100001263, National Philanthropic Trust;
Award Recipient
:
Juan Carlos Villasenor
Funded by:
funder-id http://dx.doi.org/10.13039/100001263, National Philanthropic Trust;
Award Recipient
:
Melanie Frazier
Funded by:
funder-id http://dx.doi.org/10.13039/100001263, National Philanthropic Trust;
Award Recipient
:
Gordon Blasco
Funded by:
NSF Division of Social and Economic Sciences
Award ID: 1832393
Award Recipient
:
Kelly Caylor
Funded by:
funder-id http://dx.doi.org/10.13039/100007183, University of California, Santa Barbara;
Award ID: Presidential Dissertation Year Fellowship
Award Recipient
:
ORCID: https://orcid.org/0000-0002-4806-0462
Cascade Tuholske
Funded by:
funder-id http://dx.doi.org/10.13039/100005695, Earth Institute, Columbia University;
Award ID: Postdoctoral Research Fellows Program
Award Recipient
:
ORCID: https://orcid.org/0000-0002-4806-0462
Cascade Tuholske
Funded by:
funder-id http://dx.doi.org/10.13039/100014585, National Center for Ecological Analysis and Synthesis;
Award Recipient
:
ORCID: https://orcid.org/0000-0002-4806-0462
Cascade Tuholske
Funded by:
funder-id http://dx.doi.org/10.13039/100014585, National Center for Ecological Analysis and Synthesis;
Award Recipient
:
Juan Carlos Villasenor
Funded by:
funder-id http://dx.doi.org/10.13039/100014585, National Center for Ecological Analysis and Synthesis;
Award Recipient
:
Melanie Frazier
Funded by:
funder-id http://dx.doi.org/10.13039/100014585, National Center for Ecological Analysis and Synthesis;
Award Recipient
:
Gordon Blasco
Support for BSH, JCV, CPT, MF, and GB was provided by National Philanthropic Trust.
Additional funding for CPT came from the UC President's Dissertation Year Fellowship
program and the Earth Institute Postdoctoral Fellowship Program, Columbia University.
Partial support for KC was provided by National Science Foundation SES-1832393. Funding
for computation infrastructure used by CT, JCV, GB and MF was provided by the National
Center for Ecological Analysis and Synthesis.