Data assimilation in groundwater modelling: ensemble Kalman filter versus ensemble smoothers

Joint identification of contaminant source location, initial release time, and initial solute concentration in an aquifer via ensemble Kalman filtering

(2016) Teng Xu et al.   WATER RESOURCES RESEARCH

A multimodel data assimilation framework via the ensemble Kalman filter

(2014) Liang Xue et al.   WATER RESOURCES RESEARCH

Joint assimilation of piezometric heads and groundwater temperatures for improved modeling of river-aquifer interactions

(2014) Wolfgang Kurtz et al.   WATER RESOURCES RESEARCH

Dual states estimation of a subsurface flow-transport coupled model using ensemble Kalman filtering

(2013) Mohamad El Gharamti et al.   ADVANCES IN WATER RESOURCES

Inverse methods in hydrogeology: Evolution and recent trends

(2013) Haiyan Zhou et al.   ADVANCES IN WATER RESOURCES

Application of ensemble-based data assimilation techniques for aquifer characterization using tracer data at Hanford 300 area

(2013) Xingyuan Chen et al.   WATER RESOURCES RESEARCH

Data assimilation and parameter estimation via ensemble Kalman filter coupled with stochastic moment equations of transient groundwater flow

(2013) M. Panzeri et al.   WATER RESOURCES RESEARCH

Ensemble smoother with multiple data assimilation

(2012) Alexandre A. Emerick et al.   COMPUTERS & GEOSCIENCES

Estimating spatially-variable rate constants of denitrification in irrigated agricultural groundwater systems using an Ensemble Smoother

(2012) Ryan T. Bailey et al.   JOURNAL OF HYDROLOGY

Jointly mapping hydraulic conductivity and porosity by assimilating concentration data via ensemble Kalman filter

(2012) Liangping Li et al.   JOURNAL OF HYDROLOGY

Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography

(2012) A. Schöniger et al.   WATER RESOURCES RESEARCH

An approach to handling non-Gaussianity of parameters and state variables in ensemble Kalman filtering

(2011) Haiyan Zhou et al.   ADVANCES IN WATER RESOURCES

Ensemble Randomized Maximum Likelihood Method as an Iterative Ensemble Smoother

(2011) Yan Chen et al.   Mathematical Geosciences

Assimilating transient groundwater flow data via a localized ensemble Kalman filter to calibrate a heterogeneous conductivity field

(2011) Juxiu Tong et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Operational real-time modeling with ensemble Kalman filter of variably saturated subsurface flow including stream-aquifer interaction and parameter updating

(2011) H. J. Hendricks Franssen et al.   WATER RESOURCES RESEARCH

Modeling transient groundwater flow by coupling ensemble Kalman filtering and upscaling

(2011) Liangping Li et al.   WATER RESOURCES RESEARCH

Groundwater parameter estimation using the ensemble Kalman filter with localization

(2010) Tongchao Nan et al.   HYDROGEOLOGY JOURNAL

Ensemble smoother assimilation of hydraulic head and return flow data to estimate hydraulic conductivity distribution

(2010) R. Bailey et al.   WATER RESOURCES RESEARCH

A comparison of seven methods for the inverse modelling of groundwater flow. Application to the characterisation of well catchments

(2009) H.J. Hendricks Franssen et al.   ADVANCES IN WATER RESOURCES

Investigation of flow and transport processes at the MADE site using ensemble Kalman filter

(2008) Gaisheng Liu et al.   ADVANCES IN WATER RESOURCES

Comparison of deterministic ensemble Kalman filters for assimilating hydrogeological data

(2008) Alexander Y. Sun et al.   ADVANCES IN WATER RESOURCES

Using data assimilation method to calibrate a heterogeneous conductivity field and improve solute transport prediction with an unknown contamination source

(2008) Chunlin Huang et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT