Optimizing the procedure of grain nutrient predictions in barley via hyperspectral imaging

Mathias Wiegmann; Andreas Backhaus; Udo Seiffert; William T. B. Thomas; Andrew J. Flavell; Klaus Pillen; Andreas Maurer

doi:10.1371/journal.pone.0224491

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Open Access

Peer-reviewed

Research Article

Optimizing the procedure of grain nutrient predictions in barley via hyperspectral imaging

Mathias Wiegmann,

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

Affiliation Martin Luther University Halle-Wittenberg (MLU), Institute of Agricultural and Nutritional Sciences, Chair of Plant Breeding, Halle, Germany
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Andreas Backhaus,

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

Affiliation Fraunhofer Institute for Factory Operation and Automation (IFF), Magdeburg, Germany
⨯
Udo Seiffert,

Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

Affiliation Fraunhofer Institute for Factory Operation and Automation (IFF), Magdeburg, Germany
⨯
William T. B. Thomas,

Roles Investigation, Project administration, Supervision, Writing – review & editing

Affiliation The James Hutton Institute (JHI), Invergowrie, Dundee, Scotland, United Kingdom
⨯
Andrew J. Flavell,

Roles Investigation, Project administration, Supervision, Writing – review & editing

Affiliation University of Dundee at JHI, School of Life Sciences, Invergowrie, Dundee, Scotland, United Kingdom
⨯
Klaus Pillen,

Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Martin Luther University Halle-Wittenberg (MLU), Institute of Agricultural and Nutritional Sciences, Chair of Plant Breeding, Halle, Germany
⨯
Andreas Maurer

Roles Conceptualization, Formal analysis, Supervision, Validation, Visualization, Writing – review & editing

* E-mail: andreas.maurer@landw.uni-halle.de

Affiliation Martin Luther University Halle-Wittenberg (MLU), Institute of Agricultural and Nutritional Sciences, Chair of Plant Breeding, Halle, Germany

http://orcid.org/0000-0002-2916-7475

⨯

Optimizing the procedure of grain nutrient predictions in barley via hyperspectral imaging

Mathias Wiegmann,
Andreas Backhaus,
Udo Seiffert,
William T. B. Thomas,
Andrew J. Flavell,
Klaus Pillen,
Andreas Maurer

Published: November 7, 2019
https://doi.org/10.1371/journal.pone.0224491

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Barley
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Chemical analysis
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Forecasting
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Near-infrared spectroscopy
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Cereal crops
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Plant breeding
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Nutrients
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