Assessment of soil salinity using explainable machine learning methods and Landsat 8 images
The aim of this study is to comparatively analyze the performance of machine learning (ML) algorithms for modeling soil salinity using field-based electrical conductivity (EC) data and Landsat-8 OLI satellite images with derived environmental covariates. We also aim to interpret and explain the ML m...
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| Автори: | , , , , |
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| Формат: | Artigo |
| Мова: | Inglês |
| Опубліковано: |
Elsevier
2024-06-01
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| Серія: | International Journal of Applied Earth Observations and Geoinformation |
| Предмети: | |
| Онлайн доступ: | http://www.sciencedirect.com/science/article/pii/S1569843224002334 |
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