Seed quality drives grain yield in Ethiopian and Senegalese sorghum: Insights from machine learning.
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| Title: | Seed quality drives grain yield in Ethiopian and Senegalese sorghum: Insights from machine learning. |
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| Authors: | Ahn E; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America., Prom LK; Insect Control and Cotton Disease Research, Agricultural Research Service, Southern Plains Agricultural Research Center, United States of America Department of Agriculture, College Station, Texas, United States of America., Jang JH; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America., Baek I; Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America., Tukuli AR; Insect Control and Cotton Disease Research, Agricultural Research Service, Southern Plains Agricultural Research Center, United States of America Department of Agriculture, College Station, Texas, United States of America., Lim S; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America., Hong SM; Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.; Department of Civil Urban Earth and Environmental Engineering, Ulsan National Institute of Science and Technology, UNIST-gil 50, Ulsan, Republic of Korea., Kim MS; Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America., Meinhardt LW; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America., Park S; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America., Magill C; Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas, United States of America. |
| Source: | PloS one [PLoS One] 2025 Aug 14; Vol. 20 (8), pp. e0329366. Date of Electronic Publication: 2025 Aug 14 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40811498 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Seed quality drives grain yield in Ethiopian and Senegalese sorghum: Insights from machine learning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Ahn+E%22">Ahn E</searchLink>; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Prom+LK%22">Prom LK</searchLink>; Insect Control and Cotton Disease Research, Agricultural Research Service, Southern Plains Agricultural Research Center, United States of America Department of Agriculture, College Station, Texas, United States of America.<br /><searchLink fieldCode="AU" term="%22Jang+JH%22">Jang JH</searchLink>; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Baek+I%22">Baek I</searchLink>; Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Tukuli+AR%22">Tukuli AR</searchLink>; Insect Control and Cotton Disease Research, Agricultural Research Service, Southern Plains Agricultural Research Center, United States of America Department of Agriculture, College Station, Texas, United States of America.<br /><searchLink fieldCode="AU" term="%22Lim+S%22">Lim S</searchLink>; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Hong+SM%22">Hong SM</searchLink>; Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.; Department of Civil Urban Earth and Environmental Engineering, Ulsan National Institute of Science and Technology, UNIST-gil 50, Ulsan, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+MS%22">Kim MS</searchLink>; Environmental Microbial and Food Safety Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Meinhardt+LW%22">Meinhardt LW</searchLink>; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Park+S%22">Park S</searchLink>; Sustainable Perennial Crops Laboratory, Agricultural Research Service, Beltsville Agricultural Research Center, United States of America Department of Agriculture, Beltsville, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Magill+C%22">Magill C</searchLink>; Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas, United States of America. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2025 Aug 14; Vol. 20 (8), pp. e0329366. <i>Date of Electronic Publication: </i>2025 Aug 14 (<i>Print Publication: </i>2025). – 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="%22Public+Library+of+Science%22">Public Library of Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101285081 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1932-6203 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219326203%22">19326203 </searchLink><i>NLM ISO Abbreviation: </i>PLoS One <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40811498 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0329366 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e0329366 Titles: – TitleFull: Seed quality drives grain yield in Ethiopian and Senegalese sorghum: Insights from machine learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ahn E – PersonEntity: Name: NameFull: Prom LK – PersonEntity: Name: NameFull: Jang JH – PersonEntity: Name: NameFull: Baek I – PersonEntity: Name: NameFull: Tukuli AR – PersonEntity: Name: NameFull: Lim S – PersonEntity: Name: NameFull: Hong SM – PersonEntity: Name: NameFull: Kim MS – PersonEntity: Name: NameFull: Meinhardt LW – PersonEntity: Name: NameFull: Park S – PersonEntity: Name: NameFull: Magill C IsPartOfRelationships: – BibEntity: Dates: – D: 14 M: 08 Text: 2025 Aug 14 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1932-6203 Numbering: – Type: volume Value: 20 – Type: issue Value: 8 Titles: – TitleFull: PloS one Type: main |
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