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Predicting moisture content during maize nixtamalization using machine learning with NIR spectroscopy.

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Title: Predicting moisture content during maize nixtamalization using machine learning with NIR spectroscopy.
Authors: Burns MJ; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA., Renk JS; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA., Eickholt DP; PepsiCo R&D, St. Paul, MN, 55108, USA., Gilbert AM; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA., Hattery TJ; Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA, 50011, USA., Holmes M; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA., Anderson N; PepsiCo R&D, St. Paul, MN, 55108, USA., Waters AJ; PepsiCo R&D, St. Paul, MN, 55108, USA., Kalambur S; PepsiCo R&D, Plano, TX, 75024, USA., Flint-Garcia SA; United States Department of Agriculture, Agriculture Research Service, Columbia, MO, 65211, USA.; Division of Plant Sciences, University of Missouri, Columbia, MO, 65211, USA., Yandeau-Nelson MD; Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA, 50011, USA., Annor GA; Department of Food Science and Nutrition, University of Minnesota, St Paul, MN, 55108, USA., Hirsch CN; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA. cnhirsch@umn.edu.
Source: TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik [Theor Appl Genet] 2021 Nov; Vol. 134 (11), pp. 3743-3757. Date of Electronic Publication: 2021 Aug 03.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 0145600 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-2242 (Electronic) Linking ISSN: 00405752 NLM ISO Abbreviation: Theor Appl Genet Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Predicting moisture content during maize nixtamalization using machine learning with NIR spectroscopy.
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  Data: <searchLink fieldCode="AU" term="%22Burns+MJ%22">Burns MJ</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Renk+JS%22">Renk JS</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Eickholt+DP%22">Eickholt DP</searchLink>; PepsiCo R&D, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Gilbert+AM%22">Gilbert AM</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Hattery+TJ%22">Hattery TJ</searchLink>; Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA, 50011, USA.<br /><searchLink fieldCode="AU" term="%22Holmes+M%22">Holmes M</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Anderson+N%22">Anderson N</searchLink>; PepsiCo R&D, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Waters+AJ%22">Waters AJ</searchLink>; PepsiCo R&D, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Kalambur+S%22">Kalambur S</searchLink>; PepsiCo R&D, Plano, TX, 75024, USA.<br /><searchLink fieldCode="AU" term="%22Flint-Garcia+SA%22">Flint-Garcia SA</searchLink>; United States Department of Agriculture, Agriculture Research Service, Columbia, MO, 65211, USA.; Division of Plant Sciences, University of Missouri, Columbia, MO, 65211, USA.<br /><searchLink fieldCode="AU" term="%22Yandeau-Nelson+MD%22">Yandeau-Nelson MD</searchLink>; Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA, 50011, USA.<br /><searchLink fieldCode="AU" term="%22Annor+GA%22">Annor GA</searchLink>; Department of Food Science and Nutrition, University of Minnesota, St Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Hirsch+CN%22">Hirsch CN</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St Paul, MN, 55108, USA. cnhirsch@umn.edu.
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