Combined Sentinel-1A With Sentinel-2A to Estimate Soil Moisture in Farmland

In this article, seven filter algorithms were compared. The Lee sigma method was more suitable for estimating soil moisture (SM) than the other filtering methods under different land cover types. First, we used a combination of roughness and the dual-polarized Sentinel-1A backscattering coefficients...

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Hlavní autoři:	Ying Liu, Jiaxin Qian, Hui Yue
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2021-01-01
Edice:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Témata:	Machine learning (ML) regression Sentinel-1 Sentinel-2 soil moisture (SM) speckle filter
On-line přístup:	https://ieeexplore.ieee.org/document/9288891/
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