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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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| Published in: | PLOS ONE |
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| Format: | Online Article RSS Article |
| Published: |
2026
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| container_title | PLOS ONE |
| description | |
| discipline_display | Open Access Journals |
| discipline_facet | Open Access Journals |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:103964 |
| institution | FRELIP |
| journal_source_facet | PLOS ONE |
| last_indexed | 2026-07-18T03:34:08.999Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | 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 Open Access Journals General Open Access Journals |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Open Access Journals General Open Access Journals |
| subject_facet | Open Access Journals General Open Access Journals |
| 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 |
| title_alt | ¿Puede un historial de rotaciones de cultivos mejorar la predicción del carbono orgánico del suelo en los Andes? Integrando clasificación de cultivos multianual mediante aprendizaje automático como proxy del manejo del suelo Un historique de rotations culturales peut-il améliorer la prédiction du carbone organique du sol dans les Andes ? Intégration de la classification multi-annuelle des cultures par apprentissage automatique comme proxy de la gestion des sols Pode um histórico de rotações de culturas melhorar a predição de carbono orgânico do solo nos Andes? Integrando classificação multianual de culturas por aprendizado de máquina como proxy do manejo do solo |
| title_auth | 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 |
| title_es_txt | ¿Puede un historial de rotaciones de cultivos mejorar la predicción del carbono orgánico del suelo en los Andes? Integrando clasificación de cultivos multianual mediante aprendizaje automático como proxy del manejo del suelo |
| title_fr_txt | Un historique de rotations culturales peut-il améliorer la prédiction du carbone organique du sol dans les Andes ? Intégration de la classification multi-annuelle des cultures par apprentissage automatique comme proxy de la gestion des sols |
| title_full | 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 |
| title_fullStr | 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 |
| title_full_unstemmed | 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 |
| title_pt_txt | Pode um histórico de rotações de culturas melhorar a predição de carbono orgânico do solo nos Andes? Integrando classificação multianual de culturas por aprendizado de máquina como proxy do manejo do solo |
| title_short | 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 |
| title_sort | 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 |
| topic | Open Access Journals General Open Access Journals |
| url | https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0353966 |