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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Gepubliceerd in:Remote Sens (Basel)
Hoofdauteurs: 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.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
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Article
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7351107/
https://ncbi.nlm.nih.gov/pubmed/32655902
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/rs9111179
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