Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management.
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| Title: | Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management. |
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| Authors: | Bueno M; Programa de posgrado en Cambio Climático, Universidad Nacional de San Antonio Abad del Cusco, Cusco, Peru., Loayza H; International Potato Center (CIP), Headquarters, Lima, Peru.; Universidad de Huánuco, Huánuco, Peru., Ninanya J; International Potato Center (CIP), Headquarters, Lima, Peru., Rinza J; International Potato Center (CIP), Headquarters, Lima, Peru., Briceño P; International Potato Center (CIP), Headquarters, Lima, Peru., Silva L; International Potato Center (CIP), Headquarters, Lima, Peru., Mestanza C; Departamento Académico de Suelos, Universidad Nacional Agraria La Molina, Lima, Peru., Otiniano R; Asociación Pataz, Jr. Independencia 263, Trujillo, Peru., Kreuze J; International Potato Center (CIP), Headquarters, Lima, Peru., Ramírez DA; International Potato Center (CIP), Headquarters, Lima, Peru. |
| Source: | PloS one [PLoS One] 2026 Jul 16; Vol. 21 (7), pp. e0353966. Date of Electronic Publication: 2026 Jul 16 (Print Publication: 2026). |
| 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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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42461971 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Bueno+M%22">Bueno M</searchLink>; Programa de posgrado en Cambio Climático, Universidad Nacional de San Antonio Abad del Cusco, Cusco, Peru.<br /><searchLink fieldCode="AU" term="%22Loayza+H%22">Loayza H</searchLink>; International Potato Center (CIP), Headquarters, Lima, Peru.; Universidad de Huánuco, Huánuco, Peru.<br /><searchLink fieldCode="AU" term="%22Ninanya+J%22">Ninanya J</searchLink>; International Potato Center (CIP), Headquarters, Lima, Peru.<br /><searchLink fieldCode="AU" term="%22Rinza+J%22">Rinza J</searchLink>; International Potato Center (CIP), Headquarters, Lima, Peru.<br /><searchLink fieldCode="AU" term="%22Briceño+P%22">Briceño P</searchLink>; International Potato Center (CIP), Headquarters, Lima, Peru.<br /><searchLink fieldCode="AU" term="%22Silva+L%22">Silva L</searchLink>; International Potato Center (CIP), Headquarters, Lima, Peru.<br /><searchLink fieldCode="AU" term="%22Mestanza+C%22">Mestanza C</searchLink>; Departamento Académico de Suelos, Universidad Nacional Agraria La Molina, Lima, Peru.<br /><searchLink fieldCode="AU" term="%22Otiniano+R%22">Otiniano R</searchLink>; Asociación Pataz, Jr. Independencia 263, Trujillo, Peru.<br /><searchLink fieldCode="AU" term="%22Kreuze+J%22">Kreuze J</searchLink>; International Potato Center (CIP), Headquarters, Lima, Peru.<br /><searchLink fieldCode="AU" term="%22Ramírez+DA%22">Ramírez DA</searchLink>; International Potato Center (CIP), Headquarters, Lima, Peru. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2026 Jul 16; Vol. 21 (7), pp. e0353966. <i>Date of Electronic Publication: </i>2026 Jul 16 (<i>Print Publication: </i>2026). – 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=42461971 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0353966 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e0353966 Titles: – TitleFull: Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Bueno M – PersonEntity: Name: NameFull: Loayza H – PersonEntity: Name: NameFull: Ninanya J – PersonEntity: Name: NameFull: Rinza J – PersonEntity: Name: NameFull: Briceño P – PersonEntity: Name: NameFull: Silva L – PersonEntity: Name: NameFull: Mestanza C – PersonEntity: Name: NameFull: Otiniano R – PersonEntity: Name: NameFull: Kreuze J – PersonEntity: Name: NameFull: Ramírez DA IsPartOfRelationships: – BibEntity: Dates: – D: 16 M: 07 Text: 2026 Jul 16 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1932-6203 Numbering: – Type: volume Value: 21 – Type: issue Value: 7 Titles: – TitleFull: PloS one Type: main |
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