Sentinel-1 soil moisture content and its uncertainty over sparsely vegetated fields

Journal of Hydrology X(2020)

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摘要
•Sources of SMC retrieval uncertainty are investigated using a Bayesian framework.•The main uncertainty originates from the SMC references and Sentinel-1.•The contribution of the surface roughness to the uncertainty is relatively small.•Promising results are obtained for operational retrieval of SMC over meadows.
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关键词
Soil moisture content,Remote sensing,Sentinel-1 satellites,Retrieval uncertainty,Uncertainty sources,Soil surface roughness
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