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Data Assimilation to extract Soil Moisture Information from SMAP Observations

This study compares different methods to extract soil moisture information through the assimilation of Soil Moisture Active Passive (SMAP) observations. Neural Network (NN) and physically-based SMAP soil moisture retrievals were assimilated into the NASA Catchment model over the contiguous United St...

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Detalles Bibliográficos
Autores principales: Kolassa, Jana, Reichle, Rolf H., Liu, Qing, Cosh, Michael, Bosch, David D., Caldwell, Todd G., Colliander, Andreas, Collins, Chandra Holifield, Jackson, Thomas J., Livingston, Stan J., Moghaddam, Mahta, Starks, Patrick J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7351107/
https://www.ncbi.nlm.nih.gov/pubmed/32655902
http://dx.doi.org/10.3390/rs9111179