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1.Combined assimilation of streamflow and satellite soil moisture with the particle filter and geostatistical modeling

作者：Hongxiang Yan ; yan2@pdx.edu" class="auth_mail" title="E-mail the corresponding author ; Hamid Moradkhani hamidm@pdx.edu" class="auth_mail" title="E-mail the corresponding author

关键词：Data assimilation ; Particle filter ; Markov chain Monte Carlo ; Soil moisture ; Geostatistical modeling ; ASCAT

刊名：Advances in Water Resources

年：2016

2.A regional Bayesian hierarchical model for flood frequency analysis

作者：Hongxiang Yan ; Hamid Moradkhani

关键词：Flood frequency analysis ; Bayesian hierarchical model ; L ; moments ; Climatic extremes

刊名：Stochastic Environmental Research and Risk Assessment (SERRA)

出版者：Springer Berlin / Heidelberg

年：2015

3.Radiance data assimilation for operational snow and streamflow forecasting

作者：Caleb Dechanta ; Hamid Moradkhani ; a ; hamidm@cecs.pdx.edu

关键词：Snow ; Brightness temperature ; Streamflow forecasting ; Data assimilation

刊名：Advances in Water Resources

年：2011

4.Assessment of climate change impact on floodplain and hydrologic ecotones

作者：Hamid Moradkhani ; Ruben G. Baird ; Susan A. Wherry

关键词：Climate change ; Floodplain mapping ; Vegetation mapping ; Ecotone LiDAR ; SWAT ; HEC-RAS

刊名：Journal of Hydrology

年：2010

5.Dual state??????parameter estimation of hydrological models using ensemble Kalman filter

作者：Moradkhani ; Hamid ; Sorooshian ; Soroosh ; Gupta ; Hoshin V. ; Houser ; Paul R.

关键词：Streamflow forecasting ; Stochastic processes ; Data assimilation ; Ensemble Kalman filter ; Dual estimation ; Kernel smoothing

刊名：Advances in Water Resources

年：2005

6.Improved streamflow forecasting using self-organizing radial basis function artificial neural networks

作者：Moradkhani ; Hamid ; Hsu ; Kuo-lin ; Gupta ; Hoshin V. ; Sorooshian ; Soroosh

关键词：Streamflow forecasting ; Neural network ; Radial basis function ; Self-organizing feature map ; Cross-validation

刊名：Journal of Hydrology

年：2004

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