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 National Aeronautics and Space Administration (NAS...

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Bibliografiske detaljer

Principais autores:	Jana Kolassa, Rolf H. Reichle, Qing Liu, Michael Cosh, David D. Bosch, Todd G. Caldwell, Andreas Colliander, Chandra Holifield Collins, Thomas J. Jackson, Stan J. Livingston, Mahta Moghaddam, Patrick J. Starks
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2017-11-01
Serier:	Remote Sensing
Fag:	data assimilation SMAP soil moisture neural networks bias correction
Online adgang:	https://www.mdpi.com/2072-4292/9/11/1179
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