Renan Macedo: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole:
MethodologyRole: SoftwareRole: VisualizationRole: Writing – original draftRole: Writing
– review & editing
Lilian Patrícia Sales: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole:
MethodologyRole: SoftwareRole: ValidationRole: Writing – original draftRole: Writing
– review & editing
Fernanda Yoshida: Role: ConceptualizationRole: Data curationRole: InvestigationRole: ValidationRole:
Writing – original draftRole: Writing – review & editing
Lidianne Lemes Silva-Abud: Role: ConceptualizationRole: Data curationRole: InvestigationRole: ValidationRole:
Writing – original draftRole: Writing – review & editing
Murillo Lobo Junior:
ORCID: http://orcid.org/0000-0002-3681-4570
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole:
InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SupervisionRole:
ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review
& editing
Sabrina Sarrocco: Role: Editor
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
(Electronic):
6
November
2017
Publication date Collection: 2017
Volume: 12
Issue: 11
Electronic Location Identifier: e0187770
Affiliations
[1
]
Universidade Federal de Goiás, Escola de Agronomia e Engenharia de Alimentos, Goiânia,
GO, Brazil
[2
]
Universidade Federal de Goiás, Departamento de Ecologia e Evolução, Goiânia, GO, Brazil
[3
]
Empresa Brasileira de Pesquisa Agropecuária–Embrapa Arroz e Feijão, Santo Antônio
de Goiás, GO, Brazil
Universita degli Studi di Pisa, ITALY
Author notes
Competing Interests: The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PONE-D-17-19778
DOI: 10.1371/journal.pone.0187770
PMC ID: 5673228
PubMed ID: 29107985
SO-VID: d58a99f3-ab14-4502-a9f8-c329fd66a191
Copyright © © 2017 Macedo 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/10.13039/501100002322, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior;
Award Recipient
:
Renan Macedo
Funded by: funder-id http://dx.doi.org/10.13039/501100002322, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior;
Award Recipient
:
Lilian Patrícia Sales
Funded by: Fundação de Amparo à Pesquisa do Estado de Goiás (BR)
Award Recipient
:
Fernanda Yoshida
Funded by: funder-id http://dx.doi.org/10.13039/501100003593, Conselho Nacional de Desenvolvimento Científico e Tecnológico;
Award Recipient
:
Lidianne Lemes Silva-Abud
Funded by: funder-id http://dx.doi.org/10.13039/501100003593, Conselho Nacional de Desenvolvimento Científico e Tecnológico;
Award ID: 407844/2013-9
Award Recipient
:
ORCID: http://orcid.org/0000-0002-3681-4570
Murillo Lobo Junior
R.M. was supported by Coordenação de Aperfeiçoamento de Pessoal de Nível Superior,
http://www.capes.gov.br/. L.L.S-A was supported by Conselho Nacional de Desenvolvimento Científico e Tecnológico,
http://cnpq.br/. L.P.S. was supported by Coordenação de Aperfeiçoamento de Pessoal de Nível Superior,
http://www.capes.gov.br/. F.Y. was supported by Fundação de Amparo à Pesquisa do Estado de Goiás,
http://www.fapeg.go.gov.br/. M.L J. was supported by Conselho Nacional de Desenvolvimento Científico e Tecnológico,
http://cnpq.br/; CNPq grant 407844/2013-9. The funders had no role in study design, data collection
and analysis, decision to publish, or preparation of the manuscript.
Subject:
Research Article
Subject:
Biology and Life Sciences
Subject:
Organisms
Subject:
Eukaryota
Subject:
Plants
Subject:
Legumes
Subject:
Beans
Subject:
Earth Sciences
Subject:
Atmospheric Science
Subject:
Climatology
Subject:
Climate Change
Subject:
Medicine and Health Sciences
Subject:
Pathology and Laboratory Medicine
Subject:
Pathogens
Subject:
People and places
Subject:
Geographical locations
Subject:
South America
Subject:
Brazil
Subject:
Biology and Life Sciences
Subject:
Plant Science
Subject:
Plant Pathology
Subject:
Biology and Life Sciences
Subject:
Agriculture
Subject:
Crop Science
Subject:
Crops
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Probability Theory
Subject:
Statistical Distributions
Subject:
Biology and Life Sciences
Subject:
Organisms
Subject:
Eukaryota
Subject:
Plants
Subject:
Vegetables