Simultaneous estimation of soil moisture and hydraulic parameters using residual resampling particle filter

Using Residual Resampling and Sensitivity Analysis to Improve Particle Filter Data Assimilation Accuracy

(2013) Hongjuan Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Optimal Exploitation of AMSR-E Signals for Improving Soil Moisture Estimation Through Land Data Assimilation

(2012) Long Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Examining the effectiveness and robustness of sequential data assimilation methods for quantification of uncertainty in hydrologic forecasting

(2012) Caleb M. DeChant et al.   WATER RESOURCES RESEARCH

Hydraulic parameter estimation by remotely-sensed top soil moisture observations with the particle filter

(2011) Carsten Montzka et al.   JOURNAL OF HYDROLOGY

China land soil moisture EnKF data assimilation based on satellite remote sensing data

(2011) ChunXiang Shi et al.   Science China-Earth Sciences

Particle Filter-based assimilation algorithms for improved estimation of root-zone soil moisture under dynamic vegetation conditions

(2010) Karthik Nagarajan et al.   ADVANCES IN WATER RESOURCES

Impact of Accuracy, Spatial Availability, and Revisit Time of Satellite-Derived Surface Soil Moisture in a Multiscale Ensemble Data Assimilation System

(2010) Ming Pan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Application and improvement of an adaptive ensemble Kalman filter for soil moisture data assimilation

(2010) XiaoKang Shi et al.   Science China-Earth Sciences

Simultaneous estimation of both soil moisture and model parameters using particle filtering method through the assimilation of microwave signal

(2009) Jun Qin et al.   JOURNAL OF GEOPHYSICAL RESEARCH

A dual-pass variational data assimilation framework for estimating soil moisture profiles from AMSR-E microwave brightness temperature

(2009) Xiangjun Tian et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Assessing parameter, precipitation, and predictive uncertainty in a distributed hydrological model using sequential data assimilation with the particle filter

(2009) Peter Salamon et al.   JOURNAL OF HYDROLOGY

A soil moisture assimilation scheme based on the ensemble Kalman filter using microwave brightness temperature

(2009) BingHao Jia et al.   Science in China. Series D, Earth sciences / Chinese Academy of Sciences