ASCAT soil moisture retrieval using deep learning: a focus on localization strategy
This study investigates the intercomparison of daily soil moisture (SM) retrieval from ASCAT (Advanced SCATterometer) observations using machine learning. The exploitation of spatial structure through convolutional neural networks (CNNs) is shown to significantly enhance retrieval performance compar...
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| Formato: | Artigo |
| Idioma: | Inglês |
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Frontiers Media S.A.
2026-01-01
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| Series: | Frontiers in Remote Sensing |
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| Acceso en liña: | https://www.frontiersin.org/articles/10.3389/frsen.2025.1718353/full |
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