Analyzing Medicago spp. seed morphology using GWAS and machine learning.
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| Title: | Analyzing Medicago spp. seed morphology using GWAS and machine learning. |
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| Authors: | Botkin J; Department of Plant Pathology, University of Minnesota, St. Paul, MN, 55108, USA., Medina C; Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA., Park S; Sustainable Perennial Crops Laboratory, United States Department of Agriculture- Agricultural Research Service, Beltsville Agricultural Research Center, Beltsville, MD, 20705, USA., Poudel K; Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA., Cha M; Department of Biotechnology, Korea University, Seoul, 02841, Republic of Korea., Lee Y; Department of Plant Pathology, University of Minnesota, St. Paul, MN, 55108, USA., Prom LK; United States Department of Agriculture- Agricultural Research Service, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX, 77845, USA., Curtin SJ; Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA.; Plant Science Research Unit, United States Department of Agriculture- Agricultural Research Service, St. Paul, MN, 55108, USA.; Center for Plant Precision Genomics, University of Minnesota, St. Paul, MN, 55108, USA.; Center for Genome Engineering, University of Minnesota, St. Paul, MN, 55108, USA., Xu Z; Plant Science Research Unit, United States Department of Agriculture- Agricultural Research Service, St. Paul, MN, 55108, USA. Zhanyou.Xu@usda.gov., Ahn E; Sustainable Perennial Crops Laboratory, United States Department of Agriculture- Agricultural Research Service, Beltsville Agricultural Research Center, Beltsville, MD, 20705, USA. Ezekiel.Ahn@usda.gov. |
| Source: | Scientific reports [Sci Rep] 2024 Jul 30; Vol. 14 (1), pp. 17588. Date of Electronic Publication: 2024 Jul 30. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39080407 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Analyzing Medicago spp. seed morphology using GWAS and machine learning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Botkin+J%22">Botkin J</searchLink>; Department of Plant Pathology, University of Minnesota, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Medina+C%22">Medina C</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Park+S%22">Park S</searchLink>; Sustainable Perennial Crops Laboratory, United States Department of Agriculture- Agricultural Research Service, Beltsville Agricultural Research Center, Beltsville, MD, 20705, USA.<br /><searchLink fieldCode="AU" term="%22Poudel+K%22">Poudel K</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Cha+M%22">Cha M</searchLink>; Department of Biotechnology, Korea University, Seoul, 02841, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+Y%22">Lee Y</searchLink>; Department of Plant Pathology, University of Minnesota, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Prom+LK%22">Prom LK</searchLink>; United States Department of Agriculture- Agricultural Research Service, Southern Plains Agricultural Research Center, 2765 F & B Road, College Station, TX, 77845, USA.<br /><searchLink fieldCode="AU" term="%22Curtin+SJ%22">Curtin SJ</searchLink>; Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA.; Plant Science Research Unit, United States Department of Agriculture- Agricultural Research Service, St. Paul, MN, 55108, USA.; Center for Plant Precision Genomics, University of Minnesota, St. Paul, MN, 55108, USA.; Center for Genome Engineering, University of Minnesota, St. Paul, MN, 55108, USA.<br /><searchLink fieldCode="AU" term="%22Xu+Z%22">Xu Z</searchLink>; Plant Science Research Unit, United States Department of Agriculture- Agricultural Research Service, St. Paul, MN, 55108, USA. Zhanyou.Xu@usda.gov.<br /><searchLink fieldCode="AU" term="%22Ahn+E%22">Ahn E</searchLink>; Sustainable Perennial Crops Laboratory, United States Department of Agriculture- Agricultural Research Service, Beltsville Agricultural Research Center, Beltsville, MD, 20705, USA. Ezekiel.Ahn@usda.gov. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2024 Jul 30; Vol. 14 (1), pp. 17588. <i>Date of Electronic Publication: </i>2024 Jul 30. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39080407 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-024-67790-4 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 17588 Titles: – TitleFull: Analyzing Medicago spp. seed morphology using GWAS and machine learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Botkin J – PersonEntity: Name: NameFull: Medina C – PersonEntity: Name: NameFull: Park S – PersonEntity: Name: NameFull: Poudel K – PersonEntity: Name: NameFull: Cha M – PersonEntity: Name: NameFull: Lee Y – PersonEntity: Name: NameFull: Prom LK – PersonEntity: Name: NameFull: Curtin SJ – PersonEntity: Name: NameFull: Xu Z – PersonEntity: Name: NameFull: Ahn E IsPartOfRelationships: – BibEntity: Dates: – D: 30 M: 07 Text: 2024 Jul 30 Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 2045-2322 Numbering: – Type: volume Value: 14 – Type: issue Value: 1 Titles: – TitleFull: Scientific reports Type: main |
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