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Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands
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| Published in: | Environmental Systems Research |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553050558300162 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Environmental Systems Research |
| description | |
| discipline_display | Environmental Studies |
| discipline_facet | Environmental Studies |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:72576 |
| institution | FRELIP |
| journal_source_facet | Environmental Systems Research |
| last_indexed | 2026-06-20T21:30:51.459Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands Environmental Studies General Environmental Studies |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Environmental Studies General Environmental Studies |
| subject_facet | Environmental Studies General Environmental Studies |
| title | Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands |
| title_alt | Mejora del modelado del cambio de cobertura del suelo con aprendizaje automático: un análisis comparativo de SVM y XGBoost en las tierras bajas de Lesoto Amélioration de la modélisation du changement d'occupation des sols avec l'apprentissage automatique : une analyse comparative de SVM et XGBoost dans les basses terres du Lesotho Melhorando a modelagem de mudança na cobertura da terra com aprendizado de máquina: uma análise comparativa de SVM e XGBoost nas Terras Baixas do Lesoto |
| title_auth | Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands |
| title_es_txt | Mejora del modelado del cambio de cobertura del suelo con aprendizaje automático: un análisis comparativo de SVM y XGBoost en las tierras bajas de Lesoto |
| title_fr_txt | Amélioration de la modélisation du changement d'occupation des sols avec l'apprentissage automatique : une analyse comparative de SVM et XGBoost dans les basses terres du Lesotho |
| title_full | Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands |
| title_fullStr | Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands |
| title_full_unstemmed | Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands |
| title_pt_txt | Melhorando a modelagem de mudança na cobertura da terra com aprendizado de máquina: uma análise comparativa de SVM e XGBoost nas Terras Baixas do Lesoto |
| title_short | Improving land cover change modelling with machine learning: a comparative analysis of SVM and XGBoost in the Lesotho Lowlands |
| title_sort | improving land cover change modelling with machine learning: a comparative analysis of svm and xgboost in the lesotho lowlands |
| topic | Environmental Studies General Environmental Studies |
| url | https://link.springer.com/article/10.1186/s40068-026-00465-3 |