Assimilation of stream discharge for flood forecasting: The benefits of accounting for routing time lags

Hydrologic data assimilation using particle Markov chain Monte Carlo simulation: Theory, concepts and applications

(2012) Jasper A. Vrugt et al.   ADVANCES IN WATER RESOURCES

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

Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method

(2012) Hamid Moradkhani et al.   WATER RESOURCES RESEARCH

Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states

(2011) Haksu Lee et al.   ADVANCES IN WATER RESOURCES

Data assimilation for distributed hydrological catchment modeling via ensemble Kalman filter

(2010) Xianhong Xie et al.   ADVANCES IN WATER RESOURCES

Radiance data assimilation for operational snow and streamflow forecasting

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

Particle Markov chain Monte Carlo methods

(2010) Christophe Andrieu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A formal likelihood function for parameter and predictive inference of hydrologic models with correlated, heteroscedastic, and non-Gaussian errors

(2010) Gerrit Schoups et al.   WATER RESOURCES RESEARCH

Automatic state updating for operational streamflow forecasting via variational data assimilation

(2009) Dong-Jun Seo et al.   JOURNAL OF HYDROLOGY

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

Use of Remotely Sensed Actual Evapotranspiration to Improve Rainfall–Runoff Modeling in Southeast Australia

(2009) Yongqiang Zhang et al.   JOURNAL OF HYDROMETEOROLOGY

Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space

(2009) Valentijn R. N. Pauwels et al.   WATER RESOURCES RESEARCH

Hydrological data assimilation with the ensemble Kalman filter: Use of streamflow observations to update states in a distributed hydrological model

(2008) Martyn P. Clark et al.   ADVANCES IN WATER RESOURCES

Data assimilation methods in the Earth sciences

(2008) Rolf H. Reichle   ADVANCES IN WATER RESOURCES

Error-correction methods and evaluation of an ensemble based hydrological forecasting system for the Upper Danube catchment

(2008) K. Bogner et al.   Atmospheric Science Letters

Soil moisture updating by Ensemble Kalman Filtering in real-time flood forecasting

(2008) Jürgen Komma et al.   JOURNAL OF HYDROLOGY

Assimilation of meteorological and remote sensing data for snowmelt runoff forecasting

(2007) T NAGLER et al.   REMOTE SENSING OF ENVIRONMENT