Prediction of aflatoxin contamination outbreaks in Texas corn using mechanistic and machine learning models.
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| Title: | Prediction of aflatoxin contamination outbreaks in Texas corn using mechanistic and machine learning models. |
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| Authors: | Castano-Duque L; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States., Avila A; Department of Mathematics, University of Texas, Arlington, TX, United States., Mack BM; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States., Winzeler HE; Department of Mathematics, University of Texas, Arlington, TX, United States., Blackstock JM; USDA, Agriculture Research Service, Dale Bumpers Small Farms Research Center, Booneville, AR, United States., Lebar MD; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States., Moore GG; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States., Owens PR; USDA, Agriculture Research Service, Dale Bumpers Small Farms Research Center, Booneville, AR, United States., Mehl HL; Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR, United States., Su J; Department of Mathematics, University of Texas, Arlington, TX, United States., Lindsay J; Department of Geosciences, University of Arkansas, Fayetteville, AR, United States., Rajasekaran K; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States. |
| Source: | Frontiers in microbiology [Front Microbiol] 2025 Mar 05; Vol. 16, pp. 1528997. Date of Electronic Publication: 2025 Mar 05 (Print Publication: 2025). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101548977 Publication Model: eCollection Cited Medium: Print ISSN: 1664-302X (Print) Linking ISSN: 1664302X NLM ISO Abbreviation: Front Microbiol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40109977 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Prediction of aflatoxin contamination outbreaks in Texas corn using mechanistic and machine learning models. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Castano-Duque+L%22">Castano-Duque L</searchLink>; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States.<br /><searchLink fieldCode="AU" term="%22Avila+A%22">Avila A</searchLink>; Department of Mathematics, University of Texas, Arlington, TX, United States.<br /><searchLink fieldCode="AU" term="%22Mack+BM%22">Mack BM</searchLink>; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States.<br /><searchLink fieldCode="AU" term="%22Winzeler+HE%22">Winzeler HE</searchLink>; Department of Mathematics, University of Texas, Arlington, TX, United States.<br /><searchLink fieldCode="AU" term="%22Blackstock+JM%22">Blackstock JM</searchLink>; USDA, Agriculture Research Service, Dale Bumpers Small Farms Research Center, Booneville, AR, United States.<br /><searchLink fieldCode="AU" term="%22Lebar+MD%22">Lebar MD</searchLink>; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States.<br /><searchLink fieldCode="AU" term="%22Moore+GG%22">Moore GG</searchLink>; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States.<br /><searchLink fieldCode="AU" term="%22Owens+PR%22">Owens PR</searchLink>; USDA, Agriculture Research Service, Dale Bumpers Small Farms Research Center, Booneville, AR, United States.<br /><searchLink fieldCode="AU" term="%22Mehl+HL%22">Mehl HL</searchLink>; Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR, United States.<br /><searchLink fieldCode="AU" term="%22Su+J%22">Su J</searchLink>; Department of Mathematics, University of Texas, Arlington, TX, United States.<br /><searchLink fieldCode="AU" term="%22Lindsay+J%22">Lindsay J</searchLink>; Department of Geosciences, University of Arkansas, Fayetteville, AR, United States.<br /><searchLink fieldCode="AU" term="%22Rajasekaran+K%22">Rajasekaran K</searchLink>; USDA, Agriculture Research Service, Southern Regional Research Center, New Orleans, LA, United States. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101548977%22">Frontiers in microbiology</searchLink> [Front Microbiol] 2025 Mar 05; Vol. 16, pp. 1528997. <i>Date of Electronic Publication: </i>2025 Mar 05 (<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="%22Frontiers+Research+Foundation%22">Frontiers Research Foundation </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101548977 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1664-302X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221664302X%22">1664302X </searchLink><i>NLM ISO Abbreviation: </i>Front Microbiol <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40109977 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fmicb.2025.1528997 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1528997 Titles: – TitleFull: Prediction of aflatoxin contamination outbreaks in Texas corn using mechanistic and machine learning models. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Castano-Duque L – PersonEntity: Name: NameFull: Avila A – PersonEntity: Name: NameFull: Mack BM – PersonEntity: Name: NameFull: Winzeler HE – PersonEntity: Name: NameFull: Blackstock JM – PersonEntity: Name: NameFull: Lebar MD – PersonEntity: Name: NameFull: Moore GG – PersonEntity: Name: NameFull: Owens PR – PersonEntity: Name: NameFull: Mehl HL – PersonEntity: Name: NameFull: Su J – PersonEntity: Name: NameFull: Lindsay J – PersonEntity: Name: NameFull: Rajasekaran K IsPartOfRelationships: – BibEntity: Dates: – D: 05 M: 03 Text: 2025 Mar 05 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 1664-302X Numbering: – Type: volume Value: 16 Titles: – TitleFull: Frontiers in microbiology Type: main |
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