Contributors
Fabien H. Wagner:
ORCID: http://orcid.org/0000-0002-9623-1182
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole:
InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole:
SupervisionRole: ValidationRole: VisualizationRole: Writing – original draft
Alber Sanchez:
ORCID: http://orcid.org/0000-0001-7966-2880
Role: MethodologyRole: SoftwareRole: Writing – review & editing
Marcos P. M. Aidar: Role: ConceptualizationRole: Writing – review & editing
André L. C. Rochelle: Role: Data curationRole: Writing – review & editing
Yuliya Tarabalka: Role: ConceptualizationRole: Formal analysisRole: MethodologyRole: Writing – review
& editing
Marisa G. Fonseca: Role: InvestigationRole: Writing – review & editing
Oliver L. Phillips: Role: Funding acquisitionRole: Project administrationRole: SupervisionRole: Writing
– review & editing
Emanuel Gloor: Role: Funding acquisitionRole: Project administrationRole: SupervisionRole: Writing
– review & editing
Luiz E. O. C. Aragão: Role: Funding acquisitionRole: SupervisionRole: Writing – review & editing
Judi Hewitt: Role: Editor
Journal
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS ONE
Journal ID (publisher-id): plos
Journal ID (pmc): plosone
Title:
PLoS ONE
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Electronic):
1932-6203
Publication date Collection: 2020
Publication date
(Electronic):
28
February
2020
Volume: 15
Issue: 2
Electronic Location Identifier: e0229448
Affiliations
[1
]
Remote Sensing Division, National Institute for Space Research - INPE, São José dos
Campos, SP, Brazil
[2
]
Geoprocessing Division, Foundation for Science, Technology and Space Applications
- FUNCATE, São José dos Campos, SP, Brazil
[3
]
Department of Plant Physiology and Biochemistry, Institute of Botany, São Paulo, Brazil
[4
]
Center for Earth System Science, National Institute for Space Research - INPE, São
José dos Campos, SP, Brazil
[5
]
Inria Sophia Antipolis, Sophia Antipolis, France
[6
]
Luxcarta Technology, Parc d’Activité l’Argile, Mouans Sartoux, France
[7
]
Ecology and Global Change, School of Geography, University of Leeds, Leeds, England,
United Kingdom
[8
]
College of Life and Environmental Sciences, University of Exeter, Exeter, England,
United Kingdom
University of Waikato, NEW ZEALAND
Author notes
Competing Interests: The authors have read the journal’s policy and have the following conflicts: YT is
employed by Luxcarta Technology. This does not alter our adherence to all the PLOS
ONE policies on sharing data and materials.
Author information
Article
Publisher ID:
PONE-D-19-23068
DOI: 10.1371/journal.pone.0229448
PMC ID: 7048271
PubMed ID: 32109946
SO-VID: 0a1f6956-46e5-43c1-9962-58cb39f8f055
Copyright © © 2020 Wagner 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.
History
Date
received
: 15
August
2019
Date
accepted
: 6
February
2020
Page count
Figures: 10,
Tables: 2,
Pages: 24
Funding
Funded by: FAPESP
Award ID: 2015/50484-0
Award Recipient
:
ORCID: http://orcid.org/0000-0002-9623-1182
Fabien H. Wagner
Funded by: FAPESP
Award ID: 2016/17652-9
Award Recipient
:
ORCID: http://orcid.org/0000-0002-9623-1182
Fabien H. Wagner
Funded by: funder-id http://dx.doi.org/10.13039/501100000270, Natural Environment Research Council;
Award ID: NE/N012542/1
Award Recipient
:
Oliver L. Phillips
Funded by: FAPESP
Award ID: 2016/03397-7
Award Recipient
:
ORCID: http://orcid.org/0000-0001-7966-2880
Alber Sanchez
Funded by: FAPESP
Award ID: 2012/51872-5
Award Recipient
:
Marcos P. M. Aidar
Funded by: FAPESP
Award ID: 2012/51872-5
Award Recipient
:
André L. C. Rochelle
Funded by: funder-id http://dx.doi.org/10.13039/501100000270, Natural Environment Research Council;
Award ID: NE/K016431/1
Award Recipient
:
André L. C. Rochelle
Funded by: ANR
Award ID: ANR-17-CE23-0009
Award Recipient
:
Yuliya Tarabalka
Funded by: FAPESP
Award ID: 2013/50533-5
Award Recipient
:
Luiz E. O. C. Aragão
Funded by: FAPESP
Award ID: 305054/2016-3
Award Recipient
:
Luiz E. O. C. Aragão
The research leading to these results received funding from the project BIO-RED ‘Biomes
of Brazil -- Resilience, Recovery, and Diversity’, which is supported by the São Paulo
Research Foundation (FAPESP, 2015/50484-0) and the U.K. Natural Environment Research
Council (NERC, NE/N012542/1). F.H.W. has been funded by FAPESP (grant 2016/17652-9).
A.S. acknowledges the support of the FAPESP (grant 2016/03397-7). M.P.M.A. has been
funded by ECOFOR Project, BIOTA-FAPESP (grant number 2012/51872-5). A.L.C.R. has been
funded by supported by the State of São Paulo Research Foundation/FAPESP as part of
the project ECOFOR (Process number 2012/51872-5) within the BIOTA/FAPESP Program -
The Biodiversity Virtual Institute (
www.biota.org.br) and co-supported by the British Natural Environment Research Council/NERC (NE/K016431/1).
M.G.F acknowledges the support of Capes through a postdoctoral fellowship. Y.T. has
been funded by the project EPITOME ANR-17-CE23-0009 of the French National Research
Agency (ANR). L.E.O.C.A. thank the support of FAPESP (grant 2013/50533-5) and CNPq
(grant 305054/2016-3). We also thank the Amazon Fund through the financial collaboration
of the Brazilian Development Bank (BNDES) and the Foundation for Science, Technology
and Space Applications (FUNCATE) no. 17.2.0536.1 (Environmental Monitoring of Brazilian
Biomes). The funders (FAPESP, NERC, Capes, ANR and Luxcarta Technology) provided support
in the form of salaries for authors F.W., A.S., Y.T. and M.G.F., but did not have
any additional role in the study design, data collection and analysis, decision to
publish, or preparation of the manuscript. The specific roles of these authors are
articulated in the ‘author contributions’ section.
Categories
Subject:
Research Article
Subject:
Biology and Life Sciences
Subject:
Ecology
Subject:
Ecosystems
Subject:
Forests
Subject:
Ecology and Environmental Sciences
Subject:
Ecology
Subject:
Ecosystems
Subject:
Forests
Subject:
Ecology and Environmental Sciences
Subject:
Terrestrial Environments
Subject:
Forests
Subject:
Biology and Life Sciences
Subject:
Organisms
Subject:
Eukaryota
Subject:
Plants
Subject:
Trees
Subject:
Biology and Life Sciences
Subject:
Ecology
Subject:
Ecosystems
Subject:
Ecology and Environmental Sciences
Subject:
Ecology
Subject:
Ecosystems
Subject:
Research and Analysis Methods
Subject:
Imaging Techniques
Subject:
People and places
Subject:
Geographical locations
Subject:
South America
Subject:
Brazil
Subject:
Biology and Life Sciences
Subject:
Ecology
Subject:
Biodiversity
Subject:
Ecology and Environmental Sciences
Subject:
Ecology
Subject:
Biodiversity
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
Deep Learning
Subject:
Engineering and Technology
Subject:
Remote Sensing
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