메뉴 건너뛰기




Volumn 39, Issue , 2012, Pages 122-136

Sparse geologic dictionaries for subsurface flow model calibration: Part II. Robustness to uncertainty

Author keywords

Geologic continuity; Geologic dictionaries; L p Norm inversion; Model calibration; Prior uncertainty; Sparse reconstruction

Indexed keywords

GEOLOGIC CONTINUITY; L P-NORM INVERSION; MODEL CALIBRATION; PRIOR UNCERTAINTY; SPARSE RECONSTRUCTION;

EID: 84862827395     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2011.10.005     Document Type: Article
Times cited : (47)

References (46)
  • 1
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: an algorithm for designing over complete dictionaries for sparse representation
    • Aharon M., Elad M., Bruckstein A. K-SVD: an algorithm for designing over complete dictionaries for sparse representation. IEEE Trans Signal Process 2006, 54(11):4311-4322.
    • (2006) IEEE Trans Signal Process , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 2
    • 34447340616 scopus 로고    scopus 로고
    • Applying compactness constraints to differential seismic travel time tomography
    • Ajo-Franklin J.B., Minsley B.J., Daley T.M. Applying compactness constraints to differential seismic travel time tomography. Geophysics 2007, 72:R67-R75.
    • (2007) Geophysics , vol.72
    • Ajo-Franklin, J.B.1    Minsley, B.J.2    Daley, T.M.3
  • 3
    • 78650470526 scopus 로고    scopus 로고
    • An adaptively scaled frequency domain parameterization for flow data integration
    • Bhark E., Jafarpour B., Datta-Gupta A. An adaptively scaled frequency domain parameterization for flow data integration. J Petrol Sci Eng 2011, 75(3-4):289-303.
    • (2011) J Petrol Sci Eng , vol.75 , Issue.3-4 , pp. 289-303
    • Bhark, E.1    Jafarpour, B.2    Datta-Gupta, A.3
  • 4
    • 84862824676 scopus 로고    scopus 로고
    • A generalized grid-connectivity based parameterization for production data integration (in revision)
    • Bhark E, Jafarpour B, Datta-Gupta A. A generalized grid-connectivity based parameterization for production data integration (in revision). Water Resour Res; 2010b.
    • (2010) Water Resour Res;
    • Bhark, E.1    Jafarpour, B.2    Datta-Gupta, A.3
  • 6
    • 33645291279 scopus 로고    scopus 로고
    • Multiple-point geostatistics: a quantitative vehicle for integrating geologic analogs into multiple reservoir models
    • In: Grammer GM. editor. AAPG memoir integration of outcrop and modern analogs in reservoir modeling
    • Caers J, Zhang T. Multiple-point geostatistics: a quantitative vehicle for integrating geologic analogs into multiple reservoir models. In: Grammer GM. editor. AAPG memoir integration of outcrop and modern analogs in reservoir modeling, vol. 80, 2004. p. 383-94.
    • (2004) , vol.80 , pp. 383-94
    • Caers, J.1    Zhang, T.2
  • 7
    • 33745177370 scopus 로고    scopus 로고
    • The probability perturbation method: a new look at Bayesian inverse modeling
    • Caers J., Hoffman B.T. The probability perturbation method: a new look at Bayesian inverse modeling. Math Geol 2006, 38(1):81-100. 10.1007/s11004-005-9005.
    • (2006) Math Geol , vol.38 , Issue.1 , pp. 81-100
    • Caers, J.1    Hoffman, B.T.2
  • 8
    • 0031432328 scopus 로고    scopus 로고
    • Modeling spatial variability with one and multi-dimensional continuous Markov chains
    • Carle S.F., Fogg G.E. Modeling spatial variability with one and multi-dimensional continuous Markov chains. Math Geol 1997, 29(7):891-918.
    • (1997) Math Geol , vol.29 , Issue.7 , pp. 891-918
    • Carle, S.F.1    Fogg, G.E.2
  • 9
    • 0001635586 scopus 로고    scopus 로고
    • Conditional simulation of hydrofacies architecture: A transition probability/Markov chain approach, in hydrogeologic models of sedimentary aquifers
    • Springer, G.S. Fraser, J.M. Davis (Eds.)
    • Carle S.F., LaBolle E.M., Weissman G.S., van Brocklin D., Fogg G.E. Conditional simulation of hydrofacies architecture: A transition probability/Markov chain approach, in hydrogeologic models of sedimentary aquifers. Concepts in hydrogeology (society for sedimentary geology) 1998, 147-170. Springer. G.S. Fraser, J.M. Davis (Eds.).
    • (1998) Concepts in hydrogeology (society for sedimentary geology) , pp. 147-170
    • Carle, S.F.1    LaBolle, E.M.2    Weissman, G.S.3    van Brocklin, D.4    Fogg, G.E.5
  • 15
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • Donoho D.L. Compressed sensing. IEEE Trans Inform Theory 2006, 52(4):1289-1306.
    • (2006) IEEE Trans Inform Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.L.1
  • 16
    • 84870995103 scopus 로고    scopus 로고
    • A connected-network paradigm for the alluvial aquifer system
    • In: Zhang D. editor. Theory, modeling and field investigation in hydrogeology: a special volume in honor of Shlomo P. Neuman's 60th birthday, Boulder, Colorado, Geological Society of America Special Paper
    • Fogg GE, Carle SF, Green C. A connected-network paradigm for the alluvial aquifer system. In: Zhang D. editor. Theory, modeling and field investigation in hydrogeology: a special volume in honor of Shlomo P. Neuman's 60th birthday, Boulder, Colorado, Geological Society of America Special Paper, vol. 348; 2000. p. 25-42.
    • (2000) , vol.348 , pp. 25-42
    • Fogg, G.E.1    Carle, S.F.2    Green, C.3
  • 17
    • 0017269896 scopus 로고
    • Reservoir history matching by Bayesian estimation
    • Gavalas G.R., Shah P.C., Seinfeld J.H. Reservoir history matching by Bayesian estimation. Soc Petrol Eng J 1976, 16(6):337-350.
    • (1976) Soc Petrol Eng J , vol.16 , Issue.6 , pp. 337-350
    • Gavalas, G.R.1    Shah, P.C.2    Seinfeld, J.H.3
  • 19
    • 0000602632 scopus 로고
    • Permeability distribution from field pressure data
    • Jacquard P., Jain C. Permeability distribution from field pressure data. Soc Petrol Eng J 1965, 281-294.
    • (1965) Soc Petrol Eng J , pp. 281-294
    • Jacquard, P.1    Jain, C.2
  • 20
    • 79955595057 scopus 로고    scopus 로고
    • Wavelet reconstruction of geologic facies from nonlinear dynamic flow measurements
    • Jafarpour B. Wavelet reconstruction of geologic facies from nonlinear dynamic flow measurements. IEEE Trans Geosci Remote Sensing 2010, 49(5):1520-1535.
    • (2010) IEEE Trans Geosci Remote Sensing , vol.49 , Issue.5 , pp. 1520-1535
    • Jafarpour, B.1
  • 21
    • 71049139385 scopus 로고    scopus 로고
    • Transform-domain sparsity regularization for inverse problems in geosciences
    • Jafarpour B., Goyal V.K., McLaughlin D.B., Freeman W.T. Transform-domain sparsity regularization for inverse problems in geosciences. Geophysics 2009, 74(5):R69-R83.
    • (2009) Geophysics , vol.74 , Issue.5
    • Jafarpour, B.1    Goyal, V.K.2    McLaughlin, D.B.3    Freeman, W.T.4
  • 22
    • 77952885058 scopus 로고    scopus 로고
    • Compressed history matching: exploiting transform-domain sparsity for regularization of nonlinear dynamic data integration problems
    • no.1
    • Jafarpour B., Goyal V.K., McLaughlin D.B., Freeman W.T. Compressed history matching: exploiting transform-domain sparsity for regularization of nonlinear dynamic data integration problems. Math Geosci 2010, vol.42(no.1):1-27.
    • (2010) Math Geosci , vol.42 , pp. 1-27
    • Jafarpour, B.1    Goyal, V.K.2    McLaughlin, D.B.3    Freeman, W.T.4
  • 23
    • 78751645996 scopus 로고    scopus 로고
    • A probability conditioning method (PCM) for nonlinear flow data integration into multipoint statistical facies simulation
    • Jafarpour B., Khodabakhshi M. A probability conditioning method (PCM) for nonlinear flow data integration into multipoint statistical facies simulation. Math Geosci 2010, vol. 43(2):133-164.
    • (2010) Math Geosci , vol.43 , Issue.2 , pp. 133-164
    • Jafarpour, B.1    Khodabakhshi, M.2
  • 24
    • 64949124599 scopus 로고    scopus 로고
    • Reservoir characterization with discrete cosine transform. Part-1: Parameterization. Part-2: History matching
    • Jafarpour B., McLaughlin D.B. Reservoir characterization with discrete cosine transform. Part-1: Parameterization. Part-2: History matching. Soc Petrol Eng J 2009, 14(1):182-201.
    • (2009) Soc Petrol Eng J , vol.14 , Issue.1 , pp. 182-201
    • Jafarpour, B.1    McLaughlin, D.B.2
  • 25
    • 78751645035 scopus 로고    scopus 로고
    • Assessing the performance of the ensemble Kalman filter for subsurface flow data integration under variogram uncertainty
    • Jafarpour B., Tarrahi M. Assessing the performance of the ensemble Kalman filter for subsurface flow data integration under variogram uncertainty. Water Resour Res 2011, 47:W05537. 10.1029/2010WR009090.
    • (2011) Water Resour Res , vol.47
    • Jafarpour, B.1    Tarrahi, M.2
  • 26
    • 84862791426 scopus 로고    scopus 로고
    • Flow-calibrated simulation of complex geologic facies from multiple uncertain training images
    • [in revision]
    • Khodabakhsi M., Jafarpour B. Flow-calibrated simulation of complex geologic facies from multiple uncertain training images. Water Resour Res 2011, [in revision].
    • (2011) Water Resour Res
    • Khodabakhsi, M.1    Jafarpour, B.2
  • 27
    • 0029659514 scopus 로고    scopus 로고
    • Heterogeneity in sedimentary deposits: a review of structure-imitating, process-imitating, and descriptive approaches
    • 10.1029/96WR00025
    • Koltermann C.E., Gorelick S.M. Heterogeneity in sedimentary deposits: a review of structure-imitating, process-imitating, and descriptive approaches. Water Resour Res 1996, 32(9):2617-2658. 10.1029/96WR00025.
    • (1996) Water Resour Res , vol.32 , Issue.9 , pp. 2617-2658
    • Koltermann, C.E.1    Gorelick, S.M.2
  • 29
    • 78049443351 scopus 로고    scopus 로고
    • Effective solution of nonlinear subsurface flow inverse problems in sparse bases
    • Li L., Jafarpour B. Effective solution of nonlinear subsurface flow inverse problems in sparse bases. Inverse Problems 2010, 26(10):105016.
    • (2010) Inverse Problems , vol.26 , Issue.10 , pp. 105016
    • Li, L.1    Jafarpour, B.2
  • 30
    • 0034515406 scopus 로고    scopus 로고
    • A multiresolution approach to reservoir parameter estimation using wavelet analysis
    • In: SPE annual technical conference and exhibition, Dallas, TX, 1-4 October;
    • Lu PB, Horne RN. A multiresolution approach to reservoir parameter estimation using wavelet analysis. In: SPE annual technical conference and exhibition, Dallas, TX, 1-4 October; 2000.
    • (2000)
    • Lu, P.B.1    Horne, R.N.2
  • 33
    • 84862791427 scopus 로고    scopus 로고
    • Sparse geologic dictionaries for subsurface flow model calibration: Part I. Inversion Formulation:
    • [in revision]
    • M-Khaninezhad M.R., Jafarpour B. Sparse geologic dictionaries for subsurface flow model calibration: Part I. Inversion Formulation: Adv Water Resour 2011, [in revision].
    • (2011) Adv Water Resour
    • M-Khaninezhad, M.R.1    Jafarpour, B.2
  • 37
    • 14644390968 scopus 로고    scopus 로고
    • Multiresolution wavelet analysis for improved reservoir description
    • Sahni I., Horne R.N. Multiresolution wavelet analysis for improved reservoir description. SPEREE 2005, 8(1):53-69.
    • (2005) SPEREE , vol.8 , Issue.1 , pp. 53-69
    • Sahni, I.1    Horne, R.N.2
  • 38
    • 46149110946 scopus 로고    scopus 로고
    • Kernel principal component analysis for efficient, differentiable parameterization of multipoint geostatistics
    • Sarma P., Durlofsky L.J., Aziz K. Kernel principal component analysis for efficient, differentiable parameterization of multipoint geostatistics. Math Geosci 2008, 40:3-32.
    • (2008) Math Geosci , vol.40 , pp. 3-32
    • Sarma, P.1    Durlofsky, L.J.2    Aziz, K.3
  • 39
    • 84862791425 scopus 로고    scopus 로고
    • SPE Comparative Solution Project.
    • SPE Comparative Solution Project. http://www.spe.org/csp/.
  • 40
    • 0042054426 scopus 로고    scopus 로고
    • Conditional simulation of complex geological structures using multiple-point statistics.
    • Strebelle S. Conditional simulation of complex geological structures using multiple-point statistics. Math Geol 2002, 34(1):1-22.
    • (2002) Math Geol , vol.34 , Issue.1 , pp. 1-22
    • Strebelle, S.1
  • 41
    • 0035139311 scopus 로고    scopus 로고
    • Toward capturing hydrologically significant connectivity in spatial patterns
    • Western A.W., Bloschl G., Grayson R.B. Toward capturing hydrologically significant connectivity in spatial patterns. Water Resour Res 2001, 37(1):83-97.
    • (2001) Water Resour Res , vol.37 , Issue.1 , pp. 83-97
    • Western, A.W.1    Bloschl, G.2    Grayson, R.B.3
  • 42
    • 43049138027 scopus 로고    scopus 로고
    • A view toward the future of subsurface characterization: CAT scanning groundwater basins
    • Yeh T.C.J., Lee C.H., Hsu K.C., Illman W.A., Barrash W., Cai X., et al. A view toward the future of subsurface characterization: CAT scanning groundwater basins. Water Resour Res 2008, 44:W03301. 10.1029/2007WR00637.
    • (2008) Water Resour Res , vol.44
    • Yeh, T.C.J.1    Lee, C.H.2    Hsu, K.C.3    Illman, W.A.4    Barrash, W.5    Cai, X.6
  • 43
    • 84947588465 scopus 로고    scopus 로고
    • Fusion of active and passive hydrologic and geophysical tomographic surveys: the future of subsurface characterization
    • In: Hyndman DW. et al., Subsurface hydrology: data integration for properties and processes, geophys. monogr. ser., AGU, Washington, DC;
    • Yeh TCJ, Lee CH, Hsu KC, Tan KC. Fusion of active and passive hydrologic and geophysical tomographic surveys: the future of subsurface characterization. In: Hyndman DW. et al., Subsurface hydrology: data integration for properties and processes, geophys. monogr. ser., vol. 171, AGU, Washington, DC; 2007. p. 109.
    • (2007) , vol.171 , pp. 109
    • Yeh, T.C.J.1    Lee, C.H.2    Hsu, K.C.3    Tan, K.C.4
  • 44
    • 0022823154 scopus 로고
    • Review of parameter estimation procedures in groundwater hydrology: the inverse problem
    • Yeh W.W.G. Review of parameter estimation procedures in groundwater hydrology: the inverse problem. Water Resour Res 1986, 22:95-108.
    • (1986) Water Resour Res , vol.22 , pp. 95-108
    • Yeh, W.W.G.1
  • 45
    • 0019727195 scopus 로고
    • Aquifer parameter identification with optimum dimension in parameterization
    • Yeh W.W.-G., Yoon Y.S. Aquifer parameter identification with optimum dimension in parameterization. Water Resour Res 1981, 17(3):664-672.
    • (1981) Water Resour Res , vol.17 , Issue.3 , pp. 664-672
    • Yeh, W.W.-G.1    Yoon, Y.S.2
  • 46
    • 1542756480 scopus 로고    scopus 로고
    • When good statistical models of aquifer heterogeneity go bad: a comparison of flow, dispersion, and mass transfer in connected and multivariate gaussian hydraulic conductivity fields
    • Zinn B., Harvey C.F. When good statistical models of aquifer heterogeneity go bad: a comparison of flow, dispersion, and mass transfer in connected and multivariate gaussian hydraulic conductivity fields. Water Resour Res 2003, 39(3):1051. 10.1029/2001WR00114.
    • (2003) Water Resour Res , vol.39 , Issue.3 , pp. 1051
    • Zinn, B.1    Harvey, C.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.