Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Highly parameterized inverse estimation of hydraulic conductivity and porosity in a three-dimensional, heterogeneous transport experiment: HIGHLY PARAMETERIZED INVERSE ESTIMATION IN 3-D

Journal Article · · Water Resources Research
DOI:https://doi.org/10.1029/2012WR012149· OSTI ID:1382049
Research Organization:
Energy Frontier Research Centers (EFRC) (United States). Center for Frontiers of Subsurface Energy Security (CFSES)
Sponsoring Organization:
USDOE SC Office of Basic Energy Sciences (SC-22)
DOE Contract Number:
SC0001114
OSTI ID:
1382049
Journal Information:
Water Resources Research, Journal Name: Water Resources Research Journal Issue: 10 Vol. 48; ISSN 0043-1397
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

References (41)

Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors: IDENTIFIABILITY OF INPUT AND STRUCTURAL ERRORS journal May 2010
The future of distributed models: Model calibration and uncertainty prediction journal July 1992
A Reassessment of the Groundwater Inverse Problem journal May 1996
Comparison of Fickian and temporally nonlocal transport theories over many scales in an exhaustively sampled sandstone slab: ADE VERSUS TIME-FADE journal October 2011
Optimization and uncertainty assessment of strongly nonlinear groundwater models with high parameter dimensionality journal October 2010
On the geostatistical approach to the inverse problem journal December 1996
Ground Water Model Calibration Using Pilot Points and Regularization journal March 2003
Predictive modeling of flow and transport in a two-dimensional intermediate-scale, heterogeneous porous medium journal October 2001
A hybrid regularized inversion methodology for highly parameterized environmental models: HYBRID REGULARIZATION METHODOLOGY journal October 2005
A comparison of seven methods for the inverse modelling of groundwater flow. Application to the characterisation of well catchments journal June 2009
Multi-Scale Mass Transfer Processes Controlling Natural Attenuation and Engineered Remediation: An IFRC Focused on Hanford's 300 Area Uranium Plume report February 2010
Comparison of laboratory-scale solute transport visualization experiments with numerical simulation using cross-bedded sandstone journal December 2008
Predictive uncertainty analysis of a saltwater intrusion model using null-space Monte Carlo: ANALYSIS OF A SALTWATER INTRUSION MODEL journal May 2011
Regression and time series model selection in small samples journal January 1989
Best unbiased ensemble linearization and the quasi-linear Kalman ensemble generator: QUASI-LINEAR KALMAN ENSEMBLE GENERATOR journal April 2009
Bayesian approach for three-dimensional aquifer characterization at the Hanford 300 Area journal January 2010
Uncertainty assessment and data worth in groundwater flow and mass transport modeling using a blocking Markov chain Monte Carlo method journal January 2009
Relative importance of geostatistical and transport models in describing heavily tailed breakthrough curves at the Lauswiesen site journal October 2008
Role of the calibration process in reducing model predictive error: CALIBRATION AND MODEL PREDICTIVE ERROR journal May 2005
A Bayesian approach for inversion of hydraulic tomographic data: INVERSION OF HYDRAULIC TOMOGRAPHIC DATA journal April 2009
Many-objective groundwater monitoring network design using bias-aware ensemble Kalman filtering, evolutionary optimization, and visual analytics: MANY-OBJECTIVE MONITORING DESIGN journal February 2011
Regularized pilot points method for reproducing the effect of small scale variability: Application to simulations of contaminant transport journal June 2008
STOMP Subsurface Transport Over Multiple Phases, Version 4.0, User?s Guide
  • White, Mark D.; Oostrom, Martinus
  • Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Environmental Molecular Sciences Lab. (EMSL) https://doi.org/10.2172/1012530
report June 2006
Inverse stochastic moment analysis of steady state flow in randomly heterogeneous media: INVERSE STOCHASTIC MOMENT ANALYSIS journal May 2006
Geostatistical inference of hydraulic conductivity and dispersivities from hydraulic heads and tracer data: GEOSTATISTICAL INFERENCE journal August 2006
Calibration-constrained Monte Carlo analysis of highly parameterized models using subspace techniques: CALIBRATION-CONSTRAINED SSMC ANALYSIS journal January 2009
Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography: PARAMETER ESTIMATION BY tEnKFs journal April 2012
Numerical simulation of water flow in three dimensional heterogeneous porous media observed in a magnetic resonance imaging experiment: NUMERICAL SIMULATION OF WATER FLOW IN 3D journal June 2008
Characterization of NAPL Source Zone Architecture and Dissolution Kinetics in Heterogeneous Porous Media Using Magnetic Resonance Imaging journal May 2007
Optimal Choice of AR and MA Parts in Autoregressive Moving Average Models journal March 1982
Nonlocal and localized analyses of conditional mean steady state flow in bounded, randomly nonuniform domains: 1. Theory and computational approach journal October 1999
On model selection criteria in multimodel analysis: ON MODEL SELECTION CRITERIA IN MULTIMODEL ANALYSIS journal March 2008
Using a Cloud to Replenish Parched Groundwater Modeling Efforts journal March 2010
Inverse problem in hydrogeology journal February 2005
Two-dimensional characterization of hydraulic heterogeneity by multiple pumping tests journal April 2007
Stochastic inverse mapping of hydraulic conductivity and sorption partitioning coefficient fields conditioning on nonreactive and reactive tracer test data journal January 2004
Obtaining parsimonious hydraulic conductivity fields using head and transport observations: A Bayesian geostatistical parameter estimation approach: COUPLED FLOW AND PARAMETER ESTIMATION journal August 2009
Full-Bayesian Inversion of the Edwards Aquifer journal September 2004
A full-Bayesian approach to the groundwater inverse problem for steady state flow journal August 2000
Geostatistical inverse modeling of transient pumping tests using temporal moments of drawdown: INVERSE MODELING OF TRANSIENT PUMPING TESTS journal August 2005
Efficient nonlinear predictive error variance for highly parameterized models: EFFICIENT NONLINEAR PREDICTIVE ERROR journal July 2007