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

Catastrophic filter divergence in filtering nonlinear dissipative systems

(2013) John Harlim et al.   Communications in Mathematical Sciences

Toward reduction of model uncertainty: Integration of Bayesian model averaging and data assimilation

(2012) Mark A. Parrish 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

Bayesian calibration and uncertainty analysis of hydrological models: A comparison of adaptive Metropolis and sequential Monte Carlo samplers

(2011) Erwin Jeremiah et al.   WATER RESOURCES RESEARCH

Radiance data assimilation for operational snow and streamflow forecasting

(2010) Caleb Dechant et al.   ADVANCES IN WATER RESOURCES

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

Assimilating multi-source uncertainties of a parsimonious conceptual hydrological model using hierarchical Bayesian modeling

(2010) Wei Wu et al.   JOURNAL OF HYDROLOGY

Snow water equivalent prediction using Bayesian data assimilation methods

(2010) Marc Leisenring et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors

(2010) Benjamin Renard et al.   WATER RESOURCES 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

Estimating the uncertain mathematical structure of a water balance model via Bayesian data assimilation

(2009) Nataliya Bulygina et al.   WATER RESOURCES RESEARCH

State and parameter estimation of hydrologic models using the constrained ensemble Kalman filter

(2009) Dingbao Wang et al.   WATER RESOURCES RESEARCH

Hydrologic Remote Sensing and Land Surface Data Assimilation

(2008) Hamid Moradkhani   SENSORS

Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation

(2008) Jasper A. Vrugt et al.   WATER RESOURCES RESEARCH

Real-time groundwater flow modeling with the Ensemble Kalman Filter: Joint estimation of states and parameters and the filter inbreeding problem

(2008) H. J. Hendricks Franssen et al.   WATER RESOURCES RESEARCH

Detection of structural inadequacy in process-based hydrological models: A particle-filtering approach

(2008) P. J. Smith et al.   WATER RESOURCES RESEARCH

Bayesian methods in hydrologic modeling: A study of recent advancements in Markov chain Monte Carlo techniques

(2008) Tyler Jon Smith et al.   WATER RESOURCES RESEARCH

Appraisal of the generalized likelihood uncertainty estimation (GLUE) method

(2008) Jery R. Stedinger et al.   WATER RESOURCES RESEARCH