A spatial downscaling of soil moisture from rainfall, temperature, and AMSR2 using a Gaussian-mixture nonstationary hidden Markov model

Author:

Kwon Moonhyuk,Kwon Hyun-HanORCID,Han Dawei

Publisher

Elsevier BV

Subject

Water Science and Technology

Reference68 articles.

1. An evaluation of ASCAT surface soil moisture products with in-situ observations in southwestern France;Albergel;Hydrol. Earth Syst. Sci. Discuss.,2008

2. Satellite remote sensing of surface soil moisture;Barrett;Remote Sens. Energy Fluxes Soil Moisture Content,2013

3. A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models;Bilmes,1998

4. Pattern Recognition and Machine Learning;Bishop,2006

5. Basin-scale soil moisture dynamics and the probabilistic characterization of carrier hydrologic flows: slow, leaching-prone components of the hydrologic response;Botter;Water Resour. Res.,2007

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