skip to main content
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Discrete Regularization for Calibration of Geologic Facies Against Dynamic Flow Data: Discrete Regularization for Facies Calibration

Authors:
 [1];  [1]; ORCiD logo [2]
  1. Department of Electrical Engineering, University of Southern California, Los Angeles CA USA
  2. Department of Electrical Engineering, University of Southern California, Los Angeles CA USA, Department of Chemical Engineering and Material Science, University of Southern California, Los Angeles CA USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1439750
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Water Resources Research
Additional Journal Information:
Journal Name: Water Resources Research Journal Volume: 54 Journal Issue: 4; Journal ID: ISSN 0043-1397
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English

Citation Formats

Khaninezhad, Mohammad-Reza, Golmohammadi, Azarang, and Jafarpour, Behnam. Discrete Regularization for Calibration of Geologic Facies Against Dynamic Flow Data: Discrete Regularization for Facies Calibration. United States: N. p., 2018. Web. doi:10.1002/2017WR022284.
Khaninezhad, Mohammad-Reza, Golmohammadi, Azarang, & Jafarpour, Behnam. Discrete Regularization for Calibration of Geologic Facies Against Dynamic Flow Data: Discrete Regularization for Facies Calibration. United States. doi:10.1002/2017WR022284.
Khaninezhad, Mohammad-Reza, Golmohammadi, Azarang, and Jafarpour, Behnam. Mon . "Discrete Regularization for Calibration of Geologic Facies Against Dynamic Flow Data: Discrete Regularization for Facies Calibration". United States. doi:10.1002/2017WR022284.
@article{osti_1439750,
title = {Discrete Regularization for Calibration of Geologic Facies Against Dynamic Flow Data: Discrete Regularization for Facies Calibration},
author = {Khaninezhad, Mohammad-Reza and Golmohammadi, Azarang and Jafarpour, Behnam},
abstractNote = {},
doi = {10.1002/2017WR022284},
journal = {Water Resources Research},
number = 4,
volume = 54,
place = {United States},
year = {2018},
month = {4}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
DOI: 10.1002/2017WR022284

Citation Metrics:
Cited by: 1 work
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

The origins of kriging
journal, April 1990


Bridging multipoint statistics and truncated Gaussian fields for improved estimation of channelized reservoirs with ensemble methods
journal, March 2015

  • Sebacher, Bogdan; Stordal, Andreas S.; Hanea, Remus
  • Computational Geosciences, Vol. 19, Issue 2
  • DOI: 10.1007/s10596-014-9466-3

Pilot points method incorporating prior information for solving the groundwater flow inverse problem
journal, November 2006


Bayesian inversion for facies detection: An extensible level set framework: LEVEL SETS FOR FACIES DETECTION
journal, October 2009

  • Cardiff, M.; Kitanidis, P. K.
  • Water Resources Research, Vol. 45, Issue 10
  • DOI: 10.1029/2008WR007675

Compressed History Matching: Exploiting Transform-Domain Sparsity for Regularization of Nonlinear Dynamic Data Integration Problems
journal, October 2009

  • Jafarpour, Behnam; Goyal, Vivek K.; McLaughlin, Dennis B.
  • Mathematical Geosciences, Vol. 42, Issue 1
  • DOI: 10.1007/s11004-009-9247-z

Inverse methods and data assimilation in nonlinear ocean models
journal, October 1994


Hydraulic conductivity imaging from 3-D transient hydraulic tomography at several pumping/observation densities: Hydraulic Tomography Imaging Resolution
journal, November 2013

  • Cardiff, Michael; Barrash, Warren; Kitanidis, Peter K.
  • Water Resources Research, Vol. 49, Issue 11
  • DOI: 10.1002/wrcr.20519

Prior model identification during subsurface flow data integration with adaptive sparse representation techniques
journal, December 2013


A generalized grid connectivity-based parameterization for subsurface flow model calibration: GRID CONNECTIVITY-BASED PARAMETERIZATION
journal, June 2011

  • Bhark, Eric W.; Jafarpour, Behnam; Datta-Gupta, Akhil
  • Water Resources Research, Vol. 47, Issue 6
  • DOI: 10.1029/2010WR009982

Quasi-Linear Geostatistical Theory for Inversing
journal, October 1995

  • Kitanidis, Peter K.
  • Water Resources Research, Vol. 31, Issue 10
  • DOI: 10.1029/95WR01945

Sparse geologic dictionaries for subsurface flow model calibration: Part I. Inversion formulation
journal, April 2012


Towards improved post-processing of hydrologic forecast ensembles: MULTIVARIATE POST-PROCESSING OF HYDROLOGIC ENSEMBLE FORECASTS
journal, October 2012

  • Madadgar, Shahrbanou; Moradkhani, Hamid; Garen, David
  • Hydrological Processes, Vol. 28, Issue 1
  • DOI: 10.1002/hyp.9562

A new method of parameter estimation in linear systems
journal, March 1973


Continuous Facies Updating Using the Ensemble Kalman Filter and the Level Set Method
journal, July 2011


History Matching With Parametrization Based on the SVD of a Dimensionless Sensitivity Matrix
journal, June 2010

  • Tavakoli, Reza; Reynolds, Albert C.
  • SPE Journal, Vol. 15, Issue 02
  • DOI: 10.2118/118952-PA

Analysis of well residual drawdown after a constant-head test
journal, July 2009


A Reassessment of the Groundwater Inverse Problem
journal, May 1996

  • McLaughlin, Dennis; Townley, Lloyd R.
  • Water Resources Research, Vol. 32, Issue 5
  • DOI: 10.1029/96WR00160

Summary statistics from training images as prior information in probabilistic inversion
journal, February 2015

  • Lochbühler, Tobias; Vrugt, Jasper A.; Sadegh, Mojtaba
  • Geophysical Journal International, Vol. 201, Issue 1
  • DOI: 10.1093/gji/ggv008

Sensitivity Analysis for Steady State Groundwater Flow Using Adjoint Operators
journal, March 1985

  • Sykes, J. F.; Wilson, J. L.; Andrews, R. W.
  • Water Resources Research, Vol. 21, Issue 3
  • DOI: 10.1029/WR021i003p00359

Estimating parameters of aquifer heterogeneity using pumping tests – implications for field applications
journal, September 2015


Group‐sparsity regularization for ill‐posed subsurface flow inverse problems
journal, October 2015

  • Golmohammadi, Azarang; Khaninezhad, Mohammad‐Reza M.; Jafarpour, Behnam
  • Water Resources Research, Vol. 51, Issue 10
  • DOI: 10.1002/2014WR016430

Conditioning of Multiple-Point Statistics Facies Simulations to Tomographic Images
journal, September 2013

  • Lochbühler, Tobias; Pirot, Guillaume; Straubhaar, Julien
  • Mathematical Geosciences, Vol. 46, Issue 5
  • DOI: 10.1007/s11004-013-9484-z

Automatic History Matching of Geologic Facies
journal, December 2004

  • Liu, Ning; Oliver, Dean S.
  • SPE Journal, Vol. 9, Issue 04
  • DOI: 10.2118/84594-PA

The Ensemble Kalman Filter in Reservoir Engineering--a Review
journal, September 2009

  • Aanonsen, Sigurd I.; Nævdal, Geir; Oliver, Dean S.
  • SPE Journal, Vol. 14, Issue 03
  • DOI: 10.2118/117274-PA

Wavelet Reconstruction of Geologic Facies From Nonlinear Dynamic Flow Measurements
journal, May 2011


Using the Snesim program for multiple-point statistical simulation
journal, December 2006


Characterization of aquifer heterogeneity using transient hydraulic tomography: TRANSIENT HYDRAULIC TOMOGRAPHY
journal, July 2005

  • Zhu, Junfeng; Yeh, Tian-Chyi J.
  • Water Resources Research, Vol. 41, Issue 7
  • DOI: 10.1029/2004WR003790

Issues in characterizing heterogeneity and connectivity in non-multiGaussian media
journal, January 2008


To be or not to be multi-Gaussian? A reflection on stochastic hydrogeology
journal, February 1998


Crosshole seismic tomography
journal, February 1989

  • Bregman, N. D.; Bailey, R. C.; Chapman, C. H.
  • GEOPHYSICS, Vol. 54, Issue 2
  • DOI: 10.1190/1.1442644

Recent progress on reservoir history matching: a review
journal, July 2010


A New Algorithm for Automatic History Matching
journal, December 1974

  • Chen, W. H.; Gavalas, G. R.; Seinfeld, J. H.
  • Society of Petroleum Engineers Journal, Vol. 14, Issue 06
  • DOI: 10.2118/4545-PA

Estimating Facies Fields by Use of the Ensemble Kalman Filter and Distance Functions--Applied to Shallow-Marine Environments
journal, December 2012

  • Lorentzen, Rolf J.; Nævdal, Geir; Shafieirad, Ali
  • SPE Journal, Vol. 3, Issue 01
  • DOI: 10.2118/143031-PA

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
journal, November 2006

  • Aharon, M.; Elad, M.; Bruckstein, A.
  • IEEE Transactions on Signal Processing, Vol. 54, Issue 11
  • DOI: 10.1109/TSP.2006.881199

Multimodal ensemble Kalman filtering using Gaussian mixture models
journal, August 2010


A probabilistic parametrization for geological uncertainty estimation using the ensemble Kalman filter (EnKF)
journal, July 2013


Simultaneous geologic scenario identification and flow model calibration with group-sparsity formulations
journal, June 2016


Uniqueness in the Inversion of Inaccurate Gross Earth Data
journal, March 1970

  • Backus, G.; Gilbert, F.
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 266, Issue 1173
  • DOI: 10.1098/rsta.1970.0005

Evaluation of Analytical Methods to Study Aquifer Properties with Pumping Tests in Coastal Aquifers with Numerical Modelling (Motril-Salobreña Aquifer)
journal, November 2015

  • Calvache, M. L.; Sánchez-Úbeda, J. P.; Duque, C.
  • Water Resources Management, Vol. 30, Issue 2
  • DOI: 10.1007/s11269-015-1177-6

A geostatistical approach to the inverse problem in groundwater modeling (steady state) and one-dimensional simulations
journal, June 1983

  • Kitanidis, Peter K.; Vomvoris, Efstratios G.
  • Water Resources Research, Vol. 19, Issue 3
  • DOI: 10.1029/WR019i003p00677

A dual algorithm for the solution of nonlinear variational problems via finite element approximation
journal, January 1976


Reservoir Characterization With the Discrete Cosine Transform
journal, March 2009

  • Jafarpour, Behnam; McLaughlin, Dennis B.
  • SPE Journal, Vol. 14, Issue 01
  • DOI: 10.2118/106453-PA

GSLIB: Geostatistical Software Library and User's Guide
journal, February 1995

  • Ziegel, Eric R.; Deutsch, C.; Journel, A.
  • Technometrics, Vol. 37, Issue 1
  • DOI: 10.2307/1269177

Geostatistical Inversion of Cross‐Hole Pumping Tests for Identifying Preferential Flow Channels Within a Shear Zone
journal, January 2001


Data Assimilation by Use of the Iterative Ensemble Smoother for 2D Facies Models
journal, February 2014

  • Zhang, Yanhui; Oliver, Dean S.; Chen, Yan
  • SPE Journal, Vol. 20, Issue 01
  • DOI: 10.2118/170248-PA

Sparse geologic dictionaries for subsurface flow model calibration: Part II. Robustness to uncertainty
journal, April 2012


A Probability Conditioning Method (PCM) for Nonlinear Flow Data Integration into Multipoint Statistical Facies Simulation
journal, January 2011