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Volumn 29, Issue 19, 2015, Pages 4293-4311

Assessing hydrological model predictive uncertainty using stochastically generated geological models

Author keywords

AEM data; Hydrological model; MIKE SHE; Representative elementary scale (RES); SkyTEM data; Stochastic geological models; TProGS; Uncertainty

Indexed keywords

BOREHOLES; CATCHMENTS; CLIMATE MODELS; DATA STREAMS; GEOLOGIC MODELS; GEOPHYSICS; GROUNDWATER; STOCHASTIC SYSTEMS; STRUCTURAL GEOLOGY; SURFACE WATERS; UNCERTAINTY ANALYSIS; WELL LOGGING;

EID: 84939651614     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.10488     Document Type: Article
Times cited : (42)

References (57)
  • 4
    • 0029413156 scopus 로고
    • Linking parameters across scales - subgrid parameterizations and scale-dependent hydrological models
    • Beven K. 1995. Linking parameters across scales - subgrid parameterizations and scale-dependent hydrological models. Hydrological Processes 9(5-6): 507-525.
    • (1995) Hydrological Processes , vol.9 , Issue.5-6 , pp. 507-525
    • Beven, K.1
  • 5
    • 84855393976 scopus 로고    scopus 로고
    • Inverse modeling of hydraulic tests in fractured crystalline rock based on a transition probability geostatistical approach
    • Blessent D, Therrien R, Lemieux JM. 2011. Inverse modeling of hydraulic tests in fractured crystalline rock based on a transition probability geostatistical approach. Water Resources Research 47(12).
    • (2011) Water Resources Research , vol.47 , Issue.12
    • Blessent, D.1    Therrien, R.2    Lemieux, J.M.3
  • 6
    • 84939654710 scopus 로고    scopus 로고
    • T-progs: transition probability geostatistical software. Rep., University of California, Davis.
    • Carle SF. 1996. T-progs: transition probability geostatistical software. Rep., University of California, Davis.
    • (1996)
    • Carle, S.F.1
  • 7
    • 0030756490 scopus 로고    scopus 로고
    • Implementation schemes for avoiding artifact discontinuities in simulated annealing
    • Carle SF. 1997. Implementation schemes for avoiding artifact discontinuities in simulated annealing. Mathematical Geology 29(2): 231-244.
    • (1997) Mathematical Geology , vol.29 , Issue.2 , pp. 231-244
    • Carle, S.F.1
  • 8
    • 0030455918 scopus 로고    scopus 로고
    • Transition probability-based indicator geostatistics
    • Carle SF, Fogg GE. 1996. Transition probability-based indicator geostatistics. Mathematical Geology 28(4): 453-476.
    • (1996) Mathematical Geology , vol.28 , Issue.4 , pp. 453-476
    • Carle, S.F.1    Fogg, G.E.2
  • 9
    • 0028192945 scopus 로고
    • Practical considerations in the application of simulated annealing to stochastic simulation
    • Deutsch CV, Cockerham PW. 1994. Practical considerations in the application of simulated annealing to stochastic simulation. Mathematical Geology 26(1): 67-82.
    • (1994) Mathematical Geology , vol.26 , Issue.1 , pp. 67-82
    • Deutsch, C.V.1    Cockerham, P.W.2
  • 10
    • 0033996632 scopus 로고    scopus 로고
    • Integrating Large-Scale Soft Data by Simulated Annealing and Probability Constraints
    • Deutsch CV, Wen XH. 2000. Integrating Large-Scale Soft Data by Simulated Annealing and Probability Constraints. Mathematical Geology 32(1): 49-67.
    • (2000) Mathematical Geology , vol.32 , Issue.1 , pp. 49-67
    • Deutsch, C.V.1    Wen, X.H.2
  • 11
    • 0037373555 scopus 로고    scopus 로고
    • Ground water model calibration using pilot points and regularization
    • Doherty J. 2003. Ground water model calibration using pilot points and regularization. Ground Water 41(2): 170-177.
    • (2003) Ground Water , vol.41 , Issue.2 , pp. 170-177
    • Doherty, J.1
  • 12
    • 28844440405 scopus 로고    scopus 로고
    • Reducing concentration uncertainty using the coupled Markov chain approach
    • Elfeki AMM. 2006. Reducing concentration uncertainty using the coupled Markov chain approach. Journal of Hydrology 317(1-2): 1-16.
    • (2006) Journal of Hydrology , vol.317 , Issue.1-2 , pp. 1-16
    • Elfeki, A.M.M.1
  • 13
    • 76149107163 scopus 로고    scopus 로고
    • Evaluation of aquifer heterogeneity effects on river flow loss using a transition probability framework
    • Engdahl NB, Vogler ET, Weissmann GS. 2010. Evaluation of aquifer heterogeneity effects on river flow loss using a transition probability framework. Water Resources Research 46(1).
    • (2010) Water Resources Research , vol.46 , Issue.1
    • Engdahl, N.B.1    Vogler, E.T.2    Weissmann, G.S.3
  • 14
    • 33645869533 scopus 로고    scopus 로고
    • Quantifying geological uncertainty for flow and transport modeling in multi-modal heterogeneous formations
    • Feyen L, Caers J. 2006. Quantifying geological uncertainty for flow and transport modeling in multi-modal heterogeneous formations. Advances in Water Resources 29(6): 912-929.
    • (2006) Advances in Water Resources , vol.29 , Issue.6 , pp. 912-929
    • Feyen, L.1    Caers, J.2
  • 15
    • 23044533855 scopus 로고    scopus 로고
    • 3D inverse modelling of groundwater flow at a fractured site using a stochastic continuum model with multiple statistical populations
    • Franssen HJWMH, Gomez-Hernandez JJ. 2002. 3D inverse modelling of groundwater flow at a fractured site using a stochastic continuum model with multiple statistical populations. Stochastic Environmental Research and Risk Assessment 16(2): 155-174.
    • (2002) Stochastic Environmental Research and Risk Assessment , vol.16 , Issue.2 , pp. 155-174
    • Franssen, H.J.W.M.H.1    Gomez-Hernandez, J.J.2
  • 16
    • 85085780340 scopus 로고    scopus 로고
    • Combining airborne electromagnetics and drilling to construct a stochastic 3D lithological model, paper presented at 15th European Meeting of Environmental and Engineering Geophysics, Dublin, Ireland.
    • Gunnink J, Siemon B. 2009. Combining airborne electromagnetics and drilling to construct a stochastic 3D lithological model, paper presented at 15th European Meeting of Environmental and Engineering Geophysics, Dublin, Ireland.
    • (2009)
    • Gunnink, J.1    Siemon, B.2
  • 17
    • 84876588080 scopus 로고    scopus 로고
    • Importance of including small-scale tile drain discharge in the calibration of a coupled groundwater-surface water catchment model
    • Hansen AL, Refsgaard JC, Christensen BSB, Jensen KH. 2013. Importance of including small-scale tile drain discharge in the calibration of a coupled groundwater-surface water catchment model. Water Resources Research 49(1): 585-603.
    • (2013) Water Resources Research , vol.49 , Issue.1 , pp. 585-603
    • Hansen, A.L.1    Refsgaard, J.C.2    Christensen, B.S.B.3    Jensen, K.H.4
  • 18
    • 84949116072 scopus 로고    scopus 로고
    • Uncertainty assessment of spatially distributed nitrate reduction potential in groundwater using multiple geological realizations
    • Hansen AL, Gunderman D, He X, Refsgaard JC. 2014. Uncertainty assessment of spatially distributed nitrate reduction potential in groundwater using multiple geological realizations. Journal of Hydrology 519: 225-237.
    • (2014) Journal of Hydrology , vol.519 , pp. 225-237
    • Hansen, A.L.1    Gunderman, D.2    He, X.3    Refsgaard, J.C.4
  • 21
  • 23
    • 84899036643 scopus 로고    scopus 로고
    • Transition probability-based stochastic geological modeling using airborne geophysical data and borehole data
    • He X, Koch J, Sonnenborg TO, Jørgensen F, Schamper S, Refsgaard JC. 2014. Transition probability-based stochastic geological modeling using airborne geophysical data and borehole data. Water Resources Research 50(4): 3147-3169.
    • (2014) Water Resources Research , vol.50 , Issue.4 , pp. 3147-3169
    • He, X.1    Koch, J.2    Sonnenborg, T.O.3    Jørgensen, F.4    Schamper, S.5    Refsgaard, J.C.6
  • 26
    • 28244459983 scopus 로고    scopus 로고
    • Model uncertainty - parameter uncertainty versus conceptual models
    • Højberg AL, Refsgaard JC. 2005. Model uncertainty - parameter uncertainty versus conceptual models. Water Science and Technology 52(6): 177-186.
    • (2005) Water Science and Technology , vol.52 , Issue.6 , pp. 177-186
    • Højberg, A.L.1    Refsgaard, J.C.2
  • 28
    • 84922989471 scopus 로고    scopus 로고
    • Three-dimensional geological modelling of AEM Resistivity Data - a Comparison of Two Automatic Modelling Concepts with Manual Cognitive Modelling.
    • Høyer A-S, Jørgensen F, Foged N, He X, Christensen AV. 2015. Three-dimensional geological modelling of AEM Resistivity Data - a Comparison of Two Automatic Modelling Concepts with Manual Cognitive Modelling. Journal of Applied Geophysics 115(4): 65-78.
    • (2015) Journal of Applied Geophysics , vol.115 , Issue.4 , pp. 65-78
    • Høyer, A.-S.1    Jørgensen, F.2    Foged, N.3    He, X.4    Christensen, A.V.5
  • 29
    • 58149101312 scopus 로고    scopus 로고
    • Multiple-point geostatistics for modeling subsurface heterogeneity: a comprehensive review
    • Hu LY, Chugunova T. 2008. Multiple-point geostatistics for modeling subsurface heterogeneity: a comprehensive review. Water Resources Research 44(11).
    • (2008) Water Resources Research , vol.44 , Issue.11
    • Hu, L.Y.1    Chugunova, T.2
  • 30
    • 33744781060 scopus 로고    scopus 로고
    • Buried and open tunnel valleys in Denmark - erosion beneath multiple ice sheets
    • Jørgensen F, Sandersen PBE. 2006. Buried and open tunnel valleys in Denmark - erosion beneath multiple ice sheets. Quaternary Science Reviews 25(11-12): 1339-1363.
    • (2006) Quaternary Science Reviews , vol.25 , Issue.11-12 , pp. 1339-1363
    • Jørgensen, F.1    Sandersen, P.B.E.2
  • 31
    • 84939653643 scopus 로고    scopus 로고
    • Kortlægning af begravede dale i danmark, opdatering 2007-2009 (in Danish). Rep., Geological Survey of Denmark and Greenland, Copenhagen, Denmark.
    • Jørgensen F, Sandersen PBE. 2009. Kortlægning af begravede dale i danmark, opdatering 2007-2009 (in Danish). Rep., Geological Survey of Denmark and Greenland, Copenhagen, Denmark.
    • (2009)
    • Jørgensen, F.1    Sandersen, P.B.E.2
  • 34
    • 79960199535 scopus 로고    scopus 로고
    • Salinity distribution in heterogeneous coastal aquifers mapped by airborne electromagnetics
    • Kirkegaard C, Sonnenborg TO, Auken E, Jørgensen F. 2011. Salinity distribution in heterogeneous coastal aquifers mapped by airborne electromagnetics. Vadose Zone Journal 10(1): 125-135.
    • (2011) Vadose Zone Journal , vol.10 , Issue.1 , pp. 125-135
    • Kirkegaard, C.1    Sonnenborg, T.O.2    Auken, E.3    Jørgensen, F.4
  • 35
    • 84905734794 scopus 로고    scopus 로고
    • Challenges to conditioning a stochastical geological model of a heterogeneous glacial aquifer to a comprehensive soft dataset
    • Koch J, He X, Jensen KH, Refsgaard JC. 2014. Challenges to conditioning a stochastical geological model of a heterogeneous glacial aquifer to a comprehensive soft dataset. Hydrology and Earth System Sciences 18(8): 2907-2923.
    • (2014) Hydrology and Earth System Sciences , vol.18 , Issue.8 , pp. 2907-2923
    • Koch, J.1    He, X.2    Jensen, K.H.3    Refsgaard, J.C.4
  • 36
    • 70349758260 scopus 로고    scopus 로고
    • Integrating Collocated Auxiliary Parameters in Geostatistical Simulations Using Joint Probability Distributions and Probability Aggregation
    • Mariethoz G, Renard P, Froidevaux R. 2009. Integrating Collocated Auxiliary Parameters in Geostatistical Simulations Using Joint Probability Distributions and Probability Aggregation. Water Resources Research 45(8).
    • (2009) Water Resources Research , vol.45 , Issue.8
    • Mariethoz, G.1    Renard, P.2    Froidevaux, R.3
  • 37
    • 33750609870 scopus 로고    scopus 로고
    • Investigating the impact of remotely sensed precipitation and hydrologic model uncertainties on the ensemble streamflow forecasting
    • Moradkhani H, Hsu K, Hong Y, Sorooshian S. 2006. Investigating the impact of remotely sensed precipitation and hydrologic model uncertainties on the ensemble streamflow forecasting. Geophysical Research Letters 33(12).
    • (2006) Geophysical Research Letters , vol.33 , Issue.12
    • Moradkhani, H.1    Hsu, K.2    Hong, Y.3    Sorooshian, S.4
  • 38
    • 33645735993 scopus 로고    scopus 로고
    • Permeability and Porosity Images Based on P-Wave Surface Seismic Data: Application to a South Florida Aquifer
    • Parra JO, Hackert CL, Bennett MW. 2006. Permeability and Porosity Images Based on P-Wave Surface Seismic Data: Application to a South Florida Aquifer. Water Resources Research 42(2).
    • (2006) Water Resources Research , vol.42 , Issue.2
    • Parra, J.O.1    Hackert, C.L.2    Bennett, M.W.3
  • 39
    • 22244490375 scopus 로고    scopus 로고
    • Multimodel ranking and inference in ground water modeling
    • Poeter E, Anderson D. 2005. Multimodel ranking and inference in ground water modeling. Ground Water 43(4): 597-605.
    • (2005) Ground Water , vol.43 , Issue.4 , pp. 597-605
    • Poeter, E.1    Anderson, D.2
  • 40
    • 84856996470 scopus 로고    scopus 로고
    • Construction of high-resolution stochastic geological models and optimal upscaling to a simplified layer-type hydrogeological model
    • Quental P, Almeida JA, Simoes M. 2012. Construction of high-resolution stochastic geological models and optimal upscaling to a simplified layer-type hydrogeological model. Advances in Water Resources 39: 18-32.
    • (2012) Advances in Water Resources , vol.39 , pp. 18-32
    • Quental, P.1    Almeida, J.A.2    Simoes, M.3
  • 42
    • 0030616293 scopus 로고    scopus 로고
    • Parameterisation, calibration and validation of distributed hydrological models
    • Refsgaard JC. 1997. Parameterisation, calibration and validation of distributed hydrological models. Journal of Hydrology 198(1-4): 69-97.
    • (1997) Journal of Hydrology , vol.198 , Issue.1-4 , pp. 69-97
    • Refsgaard, J.C.1
  • 46
    • 81755176146 scopus 로고    scopus 로고
    • Toward a reliable decomposition of predictive uncertainty in hydrological modeling: characterizing rainfall errors using conditional simulation
    • Renard B, Kavetski D, Leblois E, Thyer M, Kuczera G, Franks SW. 2011. Toward a reliable decomposition of predictive uncertainty in hydrological modeling: characterizing rainfall errors using conditional simulation. Water Resources Research 47(11).
    • (2011) Water Resources Research , vol.47 , Issue.11
    • Renard, B.1    Kavetski, D.2    Leblois, E.3    Thyer, M.4    Kuczera, G.5    Franks, S.W.6
  • 47
    • 0033744622 scopus 로고    scopus 로고
    • Behavior of indicator variograms and transition probabilities in relation to the variance in lengths of hydrofacies
    • Ritzi RW. 2000. Behavior of indicator variograms and transition probabilities in relation to the variance in lengths of hydrofacies. Water Resources Research 36(11): 3375-3381.
    • (2000) Water Resources Research , vol.36 , Issue.11 , pp. 3375-3381
    • Ritzi, R.W.1
  • 48
    • 59649124252 scopus 로고    scopus 로고
    • Conceptual model uncertainty in groundwater modeling: combining generalized likelihood uncertainty estimation and Bayesian model averaging
    • Rojas R, Feyen L, Dassargues A. 2008. Conceptual model uncertainty in groundwater modeling: combining generalized likelihood uncertainty estimation and Bayesian model averaging. Water Resources Research 44(12).
    • (2008) Water Resources Research , vol.44 , Issue.12
    • Rojas, R.1    Feyen, L.2    Dassargues, A.3
  • 49
    • 76749154579 scopus 로고    scopus 로고
    • Assessment of conceptual model uncertainty for the regional aquifer Pampa del Tamarugal - North Chile
    • Rojas R, Batelaan O, Feyen L, Dassargues A. 2010. Assessment of conceptual model uncertainty for the regional aquifer Pampa del Tamarugal - North Chile. Hydrology and Earth System Sciences 14(2): 171-192.
    • (2010) Hydrology and Earth System Sciences , vol.14 , Issue.2 , pp. 171-192
    • Rojas, R.1    Batelaan, O.2    Feyen, L.3    Dassargues, A.4
  • 51
    • 84939654048 scopus 로고    scopus 로고
    • Handbook in groundwater modeling. Rep., Geological Survey of Denmark and Greenland, Copenhagen, Denmark.
    • Sonnenborg TO, Henriksen HJ. 2005. Handbook in groundwater modeling. Rep., Geological Survey of Denmark and Greenland, Copenhagen, Denmark.
    • (2005)
    • Sonnenborg, T.O.1    Henriksen, H.J.2
  • 52
    • 34547119954 scopus 로고    scopus 로고
    • The importance of alternative conceptual models for simulation of concentrations in a multi-aquifer system
    • Troldborg L, Refsgaard JC, Jensen KH, Engesgaard P. 2007. The importance of alternative conceptual models for simulation of concentrations in a multi-aquifer system. Hydrogeology Journal 15(5): 843-860.
    • (2007) Hydrogeology Journal , vol.15 , Issue.5 , pp. 843-860
    • Troldborg, L.1    Refsgaard, J.C.2    Jensen, K.H.3    Engesgaard, P.4
  • 53
    • 0023524325 scopus 로고
    • Simultaneous confidence and prediction intervals for nonlinear-regression models with application to a groundwater-flow model
    • Vecchia AV, Cooley RL. 1987. Simultaneous confidence and prediction intervals for nonlinear-regression models with application to a groundwater-flow model. Water Resources Research 23(7): 1237-1250.
    • (1987) Water Resources Research , vol.23 , Issue.7 , pp. 1237-1250
    • Vecchia, A.V.1    Cooley, R.L.2
  • 54
    • 84874930626 scopus 로고    scopus 로고
    • Flawed processing of airborne em data affecting hydrogeological interpretation
    • Viezzoli A, Jørgensen F, Sørensen C. 2013. Flawed processing of airborne em data affecting hydrogeological interpretation. Ground Water 51(2): 191-202.
    • (2013) Ground Water , vol.51 , Issue.2 , pp. 191-202
    • Viezzoli, A.1    Jørgensen, F.2    Sørensen, C.3
  • 55
    • 0033590145 scopus 로고    scopus 로고
    • Multi-scale alluvial fan heterogeneity modeled with transition probability geostatistics in a sequence stratigraphic framework
    • Weissmann GS, Fogg GE. 1999. Multi-scale alluvial fan heterogeneity modeled with transition probability geostatistics in a sequence stratigraphic framework. Journal of Hydrology 226(1-2): 48-65.
    • (1999) Journal of Hydrology , vol.226 , Issue.1-2 , pp. 48-65
    • Weissmann, G.S.1    Fogg, G.E.2
  • 56
    • 0023738263 scopus 로고
    • Effects of spatial variability and scale with implications to hydrologic modeling
    • Wood EF, Sivapalan M, Beven K, Band L. 1988. Effects of spatial variability and scale with implications to hydrologic modeling. Journal of Hydrology 102(1-4): 29-47.
    • (1988) Journal of Hydrology , vol.102 , Issue.1-4 , pp. 29-47
    • Wood, E.F.1    Sivapalan, M.2    Beven, K.3    Band, L.4
  • 57
    • 55249095829 scopus 로고    scopus 로고
    • A Markov chain model for characterizing medium heterogeneity and sediment layering structure
    • Ye M, Khaleel R. 2008. A Markov chain model for characterizing medium heterogeneity and sediment layering structure. Water Resources Research 44(9).
    • (2008) Water Resources Research , vol.44 , Issue.9
    • Ye, M.1    Khaleel, R.2


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