Contributors
Naihui Zhou: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole:
SoftwareRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing
– review & editing
Zachary D. Siegel: Role: Data curationRole: Formal analysisRole: VisualizationRole: Writing – original
draft
Scott Zarecor:
ORCID: http://orcid.org/0000-0003-4657-3050
Role: Data curationRole: Formal analysisRole: MethodologyRole: SoftwareRole: VisualizationRole:
Writing – review & editing
Nigel Lee: Role: Data curationRole: InvestigationRole: MethodologyRole: ResourcesRole: Software
Darwin A. Campbell: Role: Data curationRole: Formal analysisRole: InvestigationRole: Project administrationRole:
SoftwareRole: ValidationRole: Writing – review & editing
Carson M. Andorf: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole:
SoftwareRole: Writing – original draftRole: Writing – review & editing
Dan Nettleton:
ORCID: http://orcid.org/0000-0002-6045-1036
Role: Formal analysisRole: MethodologyRole: SupervisionRole: VisualizationRole: Writing
– review & editing
Carolyn J. Lawrence-Dill: Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: MethodologyRole:
Project administrationRole: SupervisionRole: ValidationRole: Writing – original draftRole:
Writing – review & editing
Baskar Ganapathysubramanian: Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: MethodologyRole:
SupervisionRole: VisualizationRole: Writing – original draftRole: Writing – review
& editing
Jonathan W. Kelly: Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole:
MethodologyRole: Project administrationRole: SupervisionRole: ValidationRole: VisualizationRole:
Writing – original draftRole: Writing – review & editing
Iddo Friedberg:
ORCID: http://orcid.org/0000-0002-1789-8000
Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: MethodologyRole:
Project administrationRole: ResourcesRole: SupervisionRole: Writing – original draftRole:
Writing – review & editing
Venugopala Reddy Gonehal: Role: Editor
Journal
Journal ID (nlm-ta): PLoS Comput Biol
Journal ID (iso-abbrev): PLoS Comput. Biol
Journal ID (publisher-id): plos
Journal ID (pmc): ploscomp
Title:
PLoS Computational Biology
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Print):
1553-734X
ISSN
(Electronic):
1553-7358
Publication date Collection:
July
2018
Publication date
(Electronic):
30
July
2018
Volume: 14
Issue: 7
Electronic Location Identifier: e1006337
Affiliations
[1
]
Program in Bioinformatics and Computational Biology, Iowa State University, Ames,
Iowa, United States of America
[2
]
Department of Veterinary Microbiology and Preventive Medicine, Iowa State University,
Ames, Iowa, United States of America
[3
]
Department of Psychology, Iowa State University, Ames, Iowa, United States of America
[4
]
Department of Genetics, Development and Cell Biology, Iowa State University, Ames,
Iowa, United States of America
[5
]
Department of Mechanical Engineering, Iowa State University, Ames, Iowa, United States
of America
[6
]
Agricultural Research Services, United States Department of Agriculture, Ames, Iowa,
United States of America
[7
]
Department of Computer Science, Iowa State University
[8
]
Department of Statistics, Iowa State University, Ames, Iowa, United States of America
[9
]
Department of Agronomy, Iowa State University, Ames, Iowa, United States of America
University of California, Riverside, UNITED STATES
Author notes
The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PCOMPBIOL-D-18-00362
DOI: 10.1371/journal.pcbi.1006337
PMC ID: 6085066
PubMed ID: 30059508
SO-VID: b59b55a6-d032-4800-9368-51486f9b0af1
License:
This is an open access article, free of all copyright, and may be freely reproduced,
distributed, transmitted, modified, built upon, or otherwise used by anyone for any
lawful purpose. The work is made available under the
Creative Commons CC0 public domain dedication.
History
Date
received
: 7
March
2018
Date
accepted
: 29
June
2018
Page count
Figures: 6,
Tables: 2,
Pages: 16
Funding
Funded by: funder-id http://dx.doi.org/10.13039/100000153, Division of Biological Infrastructure;
Award ID: 1458359
Award Recipient
:
ORCID: http://orcid.org/0000-0002-1789-8000
Iddo Friedberg
Funded by: funder-id http://dx.doi.org/10.13039/100009227, Iowa State University;
Award ID: D3AI
Award Recipient
:
Carolyn J. Lawrence-Dill
This work was supported primarily by an award from the Iowa State University Presidential
Interdisciplinary Research Initiative to support the D3AI (Data-Driven Discovery for
Agricultural Innovation) project. For more information, see
http://www.d3ai.iastate.edu/. Additional support came from the Iowa State University Plant Sciences Institute
Faculty Scholars Program and the USDA Agricultural Research Service. IF was funded,
in part, by National Science Foundation award ABI 1458359. DN, BG and CJLD gratefully
acknowledge Iowa State University’s Plant Sciences Institute Scholars program funding.
The funders had no role in study design, data collection and analysis, decision to
publish, or preparation of the manuscript.
Categories
Subject:
Research Article
Subject:
Research and Analysis Methods
Subject:
Experimental Organism Systems
Subject:
Model Organisms
Subject:
Maize
Subject:
Research and Analysis Methods
Subject:
Model Organisms
Subject:
Maize
Subject:
Biology and Life Sciences
Subject:
Organisms
Subject:
Eukaryota
Subject:
Plants
Subject:
Grasses
Subject:
Maize
Subject:
Research and Analysis Methods
Subject:
Experimental Organism Systems
Subject:
Plant and Algal Models
Subject:
Maize
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Applied Mathematics
Subject:
Algorithms
Subject:
Machine Learning Algorithms
Subject:
Research and Analysis Methods
Subject:
Simulation and Modeling
Subject:
Algorithms
Subject:
Machine Learning Algorithms
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
Machine Learning Algorithms
Subject:
Biology and Life Sciences
Subject:
Genetics
Subject:
Phenotypes
Subject:
Biology and Life Sciences
Subject:
Genetics
Subject:
Plant Genetics
Subject:
Crop Genetics
Subject:
Biology and Life Sciences
Subject:
Plant Science
Subject:
Plant Genetics
Subject:
Crop Genetics
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
Research and Analysis Methods
Subject:
Research Design
Subject:
Pilot Studies
Subject:
Biology and Life Sciences
Subject:
Agriculture
Subject:
Crop Science
Subject:
Crops
Subject:
Engineering and Technology
Subject:
Signal Processing
Subject:
Image Processing
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