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Soil moisture retrieval over agricultural region through machine learning and sentinel 1 observations

Soil moisture is a fundamental variable in the Earth’s hydrological cycle and vital for development of agricultural water management practices. The present study provided a comprehensive evaluation of a wide range of advanced machine learning algorithms for Soil Moisture (SM) estimation from microwa...

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Auteurs principaux: Deepanshu Lakra, Shobhit Pipil, Prashant K. Srivastava, Suraj Kumar Singh, Manika Gupta, Rajendra Prasad
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2025-01-01
Collection:Frontiers in Remote Sensing
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Accès en ligne:https://www.frontiersin.org/articles/10.3389/frsen.2024.1513620/full
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