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Downscaling and validating SMAP soil moisture using a machine learning algorithm over the Awash River basin, Ethiopia

Microwave remote sensing instrument like Soil Moisture Active Passive ranging from 1 cm to 1 m has provided spatial soil moisture information over the entire globe. However, Soil Moisture Active Passive satellite soil moisture products have a coarse spatial resolution (36km x 36km), limiting its app...

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Detalles Bibliográficos
Autores principales: Sishah, Shimelis, Abrahem, Temesgen, Azene, Getasew, Dessalew, Amare, Hundera, Hurgesa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838832/
https://www.ncbi.nlm.nih.gov/pubmed/36638093
http://dx.doi.org/10.1371/journal.pone.0279895