Stochastic Bias Correction and Uncertainty Estimation of Satellite-Retrieved Soil Moisture Products

Stochastic Bias Correction and Uncertainty Estimation of Satellite-Retrieved Soil Moisture Products

To apply satellite-retrieved soil moisture to a short-range weather prediction, we review a stochastic approach for reducing foot print scale biases and estimating its uncertainties. First, we discuss a challenge of representativeness errors. Before describing retrieval errors in more detail, we cla...

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Bibliographic Details
Main Authors: Ju Hyoung Lee, Chuanfeng Zhao, Yann Kerr
Format: Article
Language:English
Published: MDPI AG 2017-08-01
Series:Remote Sensing
Subjects:
satellite bias correction for short-range weather forecast
footprint scale satellite retrieval errors
SMOS/SMAP soil moisture
climatology stationary errors
stochastic retrievals
upscaling errors
Online Access:https://www.mdpi.com/2072-4292/9/8/847

Internet

https://www.mdpi.com/2072-4292/9/8/847

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