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Volumn 48, Issue 6, 2012, Pages

A hypothesis-driven approach to optimize field campaigns

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN HYPOTHESIS; BINARY DECISION; CRITICAL LEVEL; DATA COLLECTION; DATA TYPE; ENVIRONMENTAL PERFORMANCE; FAILURE PROBABILITY; FIELD CAMPAIGN; GOAL-ORIENTED; HYPOTHESIS TESTING; INFORMATION NEED; LOGICAL MODELING; MANAGEMENT DECISIONS; MODEL CHOICE; MODEL UNCERTAINTIES; OBJECTIVE FUNCTIONS; RATIONAL FIELDS; SOURCES OF UNCERTAINTY; STOCHASTIC HYDROGEOLOGY;

EID: 84862298203     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2011WR011016     Document Type: Article
Times cited : (41)

References (95)
  • 1
    • 77954865736 scopus 로고    scopus 로고
    • Optimizing subsurface field data acquisition using information theory
    • doi:10.1007/s11004-010-9285-6
    • Abellan, A., and B. Noetinger (2010), Optimizing subsurface field data acquisition using information theory, Math. Geosci., 42(6), 603-630, doi:10.1007/s11004-010-9285-6.
    • (2010) Math. Geosci. , vol.42 , Issue.6 , pp. 603-630
    • Abellan, A.1    Noetinger, B.2
  • 2
    • 0029656622 scopus 로고    scopus 로고
    • Evaluation of risk from contaminants migrating by groundwater
    • DOI 10.1029/95WR03530
    • Andricevic, R., and V. Cvetkovic (1996), Evaluation of risk from contaminants migrating by groundwater, Water Resour. Res., 32(3), 611-621. (Pubitemid 26351896)
    • (1996) Water Resources Research , vol.32 , Issue.3 , pp. 611-621
    • Andricevic, R.1    Cvetkovic, V.2
  • 3
    • 0442325669 scopus 로고
    • Pre-posterior analysis as a tool for data evaluation: Application to aquifer contamination
    • Ben-Zvi, M., B. Berkowitz, and S. Kesler (1988), Pre-posterior analysis as a tool for data evaluation: Application to aquifer contamination, Water Resour. Manage., 2(1), 11-20.
    • (1988) Water Resour. Manage. , vol.2 , Issue.1 , pp. 11-20
    • Ben-Zvi, M.1    Berkowitz, B.2    Kesler, S.3
  • 4
    • 0003807376 scopus 로고
    • Bayesian Analysis 2nd ed., Springer, New York
    • Berger, J. O. (1985), Statistical Decision Theory and Bayesian Analysis, 2nd ed., Springer, New York.
    • (1985) Statistical Decision Theory
    • Berger, J.O.1
  • 5
    • 0000626524 scopus 로고
    • Expected information as expected utility
    • Bernardo, J. M. (1979), Expected information as expected utility, Ann. Stat., 7(3) 686-690.
    • (1979) Ann. Stat. , vol.7 , Issue.3 , pp. 686-690
    • Bernardo, J.M.1
  • 6
    • 67049137556 scopus 로고    scopus 로고
    • Towards a coherent philosophy for modelling the environment
    • Beven, K. (2002), Towards a coherent philosophy for modelling the environment, Proc. R. Soc. Lond. Ser. A, 458, 2465-2484.
    • (2002) Proc. R. Soc. Lond. Ser. A , vol.458 , pp. 2465-2484
    • Beven, K.1
  • 7
    • 77952887681 scopus 로고    scopus 로고
    • The value of information in spatial decision making
    • Bhattacharjya, D., J. Eidsvik, and T. Mukerji (2010), The value of information in spatial decision making, Math. Geosci., 42(2), 141-163.
    • (2010) Math. Geosci. , vol.42 , Issue.2 , pp. 141-163
    • Bhattacharjya, D.1    Eidsvik, J.2    Mukerji, T.3
  • 9
    • 0039942582 scopus 로고
    • Choice of response surface design and alphabetic optimality
    • Box, G. E. P. (1982), Choice of response surface design and alphabetic optimality, Utilitas Math., 21, 11-55.
    • (1982) Utilitas Math. , vol.21 , pp. 11-55
    • Box, G.E.P.1
  • 12
    • 10944235085 scopus 로고    scopus 로고
    • Uncertainty and data worth analysis for the hydraulic design of funnel-and-gate systems in heterogeneous aquifers
    • doi:10.1029/ 2004WR003352
    • Cirpka, O. A., C. M. Bürger, W. Nowak, and M. Finkel (2004), Uncertainty and data worth analysis for the hydraulic design of funnel-and-gate systems in heterogeneous aquifers, Water Resour. Res., 40, W11502, doi:10.1029/ 2004WR003352.
    • (2004) Water Resour. Res. , vol.40
    • Cirpka, O.A.1    Bürger, C.M.2    Nowak, W.3    Finkel, M.4
  • 13
    • 84855453822 scopus 로고    scopus 로고
    • Tracer attenuation in groundwater
    • doi:10.1029/2011WR010999
    • Cvetkovic, V. (2011), Tracer attenuation in groundwater, Water Resour. Res., 47, W12541, doi:10.1029/2011WR010999.
    • (2011) Water Resour. Res. , vol.47
    • Cvetkovic, V.1
  • 14
    • 39749127743 scopus 로고    scopus 로고
    • A risk-driven approach for subsurface site characterization
    • doi:10.1029/ 2007WR006081
    • de Barros, F. P. J., and Y. Rubin (2008), A risk-driven approach for subsurface site characterization, Water Resour. Res., 44, W01414, doi:10.1029/ 2007WR006081.
    • (2008) Water Resour. Res. , vol.44
    • De Barros, F.P.J.1    Rubin, Y.2
  • 15
    • 72149128159 scopus 로고    scopus 로고
    • The concept of comparative information yield curves and its application to risk-based site characterization
    • doi:10.1029/2008WR007324
    • de Barros, F. P. J., Y. Rubin, and R.Maxwell (2009), The concept of comparative information yield curves and its application to risk-based site characterization, Water Resour. Res., 45,W06401, doi:10.1029/2008WR007324.
    • (2009) Water Resour. Res. , vol.45
    • De Barros, F.P.J.1    Rubin, Y.2    Maxwell, R.3
  • 16
    • 79957479270 scopus 로고    scopus 로고
    • A divide and conquer approach to cope with uncertainty, human health risk and decision making in contaminant hydrology
    • doi:10.1029/2010WR009954
    • de Barros, F. P. J., D. Bolster, X. Sanchez-Vila, and W. Nowak (2011), A divide and conquer approach to cope with uncertainty, human health risk and decision making in contaminant hydrology, Water Resour. Res., 47, W05508, doi:10.1029/2010WR009954.
    • (2011) Water Resour. Res. , vol.47
    • De Barros, F.P.J.1    Bolster, D.2    Sanchez-Vila, X.3    Nowak, W.4
  • 17
    • 84855235453 scopus 로고    scopus 로고
    • Impact of hydrogeological data on measures of uncertainty, site characterization and environmental performance metrics
    • doi:10.1016/ j.advwatres.2011.05.004
    • de Barros, F. P. J., S. Ezzedine, and Y. Rubin (2012), Impact of hydrogeological data on measures of uncertainty, site characterization and environmental performance metrics, Adv. Water Resour., 36, 51-63, doi:10.1016/ j.advwatres.2011.05.004.
    • (2012) Adv. Water Resour. , vol.36 , pp. 51-63
    • De Barros, F.P.J.1    Ezzedine, S.2    Rubin, Y.3
  • 18
    • 33645062953 scopus 로고    scopus 로고
    • Bayesian geostatistical design
    • DOI 10.1111/j.1467-9469.2005.00469.x
    • Diggle, P., and S. Lophaven (2006), Bayesian geostatistical design, Scand. J. Statist., 33, 53-64, doi:10.1111/j.1467-9469.2005.00,469.x. (Pubitemid 43428047)
    • (2006) Scandinavian Journal of Statistics , vol.33 , Issue.1 , pp. 53-64
    • Diggle, P.1    Lophaven, S.2
  • 19
    • 33644635404 scopus 로고    scopus 로고
    • Bias aware kalman filters : Comparison and improvements
    • doi:10.1016/j.advwatres.2005.07.006
    • Drécourt, J.-P., H. Madsen, and D. Rosbjerg (2006), Bias aware kalman filters : Comparison and improvements, Adv. Water Res., 29(5), 707-718, doi:10.1016/j.advwatres.2005.07.006.
    • (2006) Adv. Water Res. , vol.29 , Issue.5 , pp. 707-718
    • Drécourt, J.-P.1    Madsen, H.2    Rosbjerg, D.3
  • 21
    • 84855242146 scopus 로고    scopus 로고
    • Probabilistic exposure risk assessment with advective-dispersive well vulnerability criteria
    • Enzenhöfer, R., W. Nowak, and R. Helmig (2012), Probabilistic exposure risk assessment with advective-dispersive well vulnerability criteria, Adv. Water Res., 36, 121-232.
    • (2012) Adv. Water Res. , vol.36 , pp. 121-232
    • Enzenhöfer, R.1    Nowak, W.2    Helmig, R.3
  • 22
    • 17844398019 scopus 로고    scopus 로고
    • Framework to evaluate the worth of hydraulic conductivity data for optimal groundwater resources management in ecologically sensitive areas
    • DOI 10.1029/2003WR002901, W03019
    • Feyen, L., and S. M. Gorelick (2005), Framework to evaluate the worth of hydraulic conductivity data for optimal groundwater resources management in ecologically sensitive areas, Water Resour. Res., 41, W03019, doi:10.1029/2003WR002901. (Pubitemid 40589261)
    • (2005) Water Resources Research , vol.41 , Issue.3 , pp. 1-13
    • Feyen, L.1    Gorelick, S.M.2
  • 24
    • 67349254470 scopus 로고    scopus 로고
    • A comparison of seven methods for the inverse modelling of groundwater flow. Application to the characterisation of well catchments
    • doi:10.1016/j.advwatres. 2009.02.011
    • Franssen, H. J. H., A. Alcolea, M. Riva,M. Bakr, N. van deWiel, F. Stauffer, and A. Guadagnini (2009), A comparison of seven methods for the inverse modelling of groundwater flow. Application to the characterisation of well catchments, Adv. Water Res., 32(6), 851-872, doi:10.1016/j.advwatres. 2009.02.011.
    • (2009) Adv. Water Res. , vol.32 , Issue.6 , pp. 851-872
    • Franssen, H.J.H.1    Alcolea, A.2    Riva, M.3    Bakr, M.4    Van De Wiel, N.5    Stauffer, F.6    Guadagnini, A.7
  • 25
    • 33748418456 scopus 로고    scopus 로고
    • Well vulnerability: A quantitative approach for source water protection
    • DOI 10.1111/j.1745-6584.2006.00230.x
    • Frind, E. O., J. W. Molson, and D. L. Rudolph (2006), Well vulnerability : A quantitative approach for source water protection, Ground Water, 44(5), 732-742. (Pubitemid 44341824)
    • (2006) Ground Water , vol.44 , Issue.5 , pp. 732-742
    • Frind, E.O.1    Molson, J.W.2    Rudolph, D.L.3
  • 26
    • 0029768746 scopus 로고    scopus 로고
    • Direct simulation of groundwater age
    • DOI 10.1029/95WR03401
    • Goode, D. J. (1996), Direct simulation of groundwater age, Water Resour. Res., 32(2), 289-296. (Pubitemid 26309857)
    • (1996) Water Resources Research , vol.32 , Issue.2 , pp. 289-296
    • Goode, D.J.1
  • 27
    • 0027580559 scopus 로고
    • Novel approach to nonlinear/ non-Gaussian Bayesian state estimation
    • Gordon, N., D. Salmond, and A. Smith (1993), Novel approach to nonlinear/ non-Gaussian Bayesian state estimation, IEE Proc. F, 140(2), 107-113.
    • (1993) IEE Proc. F , vol.140 , Issue.2 , pp. 107-113
    • Gordon, N.1    Salmond, D.2    Smith, A.3
  • 28
    • 77952264451 scopus 로고    scopus 로고
    • Significance of higher order moments to the complete characterization of the travel time PDF in heterogeneous porous media using the maximum entropy principle
    • Gotovac, H., V. Cvetkovic, and R. Andricevic (2010), Significance of higher order moments to the complete characterization of the travel time PDF in heterogeneous porous media using the maximum entropy principle, Water Resour. Res, 64, W05502.
    • (2010) Water Resour. Res , vol.64
    • Gotovac, H.1    Cvetkovic, V.2    Andricevic, R.3
  • 29
    • 84952117554 scopus 로고
    • A Bayesian analysis of kriging
    • Handcock, M. S., and M. L. Stein (1993), A Bayesian analysis of kriging, Technometrics, 35(4), 403-410.
    • (1993) Technometrics , vol.35 , Issue.4 , pp. 403-410
    • Handcock, M.S.1    Stein, M.L.2
  • 30
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • DOI 10.1162/106365603321828970
    • Hansen, N., S. D. Müller, and P. Koumoutsakos (2003), Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES), Evolut. Comput., 11(1), 1-18, doi:10.1162/ 106365603321828970. (Pubitemid 37044186)
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 1-18
    • Hansen, N.1    Muller, S.D.2    Koumoutsakos, P.3
  • 31
    • 31444451116 scopus 로고    scopus 로고
    • Space-time optimization of groundwater quality sampling networks
    • DOI 10.1029/2004WR003626, W12407
    • Herrera, G. S., and G. F. Pinder (2005), Space-time optimiziation of groundwater quality sampling networks, Water Resour. Res., 41, W12407, doi:10.1029/2004WR003626. (Pubitemid 43151132)
    • (2005) Water Resources Research , vol.41 , Issue.12 , pp. 1-15
    • Herrera, G.S.1    Pinder, G.F.2
  • 33
    • 31444436643 scopus 로고    scopus 로고
    • On minimum relative entropy concepts and prior compatibility issues in vadose zone inverse and forward modeling
    • Hou, Z., and Y. Rubin (2005), On minimum relative entropy concepts and prior compatibility issues in vadose zone inverse and forward modeling, Water Resour. Res, 41(12), W12425.
    • (2005) Water Resour. Res , vol.41 , Issue.12
    • Hou, Z.1    Rubin, Y.2
  • 34
    • 0028159653 scopus 로고
    • When enough is enough: The worth of monitoring data in aquifer remediation design
    • DOI 10.1029/94WR01972
    • James, B., and S. Gorelick (1994), When enough is enough: The worth of monitoring data in aquifer remediation design, Water Resour. Res., 30(12), 3499-3513. (Pubitemid 294002)
    • (1994) Water Resources Research , vol.30 , Issue.12 , pp. 3499-3513
    • James, B.R.1    Gorelick, S.M.2
  • 36
    • 0022697970 scopus 로고
    • Parameter uncertainty in estimation of spatial functions: Bayesian analysis
    • Kitanidis, P. K. (1986), Parameter uncertainty in estimation of spatial functions: Bayesian analysis, Water Resour. Res., 22(4), 499-507.
    • (1986) Water Resour. Res. , vol.22 , Issue.4 , pp. 499-507
    • Kitanidis, P.K.1
  • 37
    • 0029413779 scopus 로고
    • Quasi-linear geostatistical theory for inversing
    • DOI 10.1029/95WR01945
    • Kitanidis, P. K. (1995), Quasi-linear geostatistical theory for inversing, Water Resour. Res., 31(10), 2411-2419. (Pubitemid 26475164)
    • (1995) Water Resources Research , vol.31 , Issue.10 , pp. 2411-2419
    • Kitanidis, P.K.1
  • 38
    • 34547697204 scopus 로고    scopus 로고
    • A framework for Visually Interactive Decision-making and Design using Evolutionary Multi-objective Optimization (VIDEO)
    • DOI 10.1016/j.envsoft.2007.02.001, PII S1364815207000308
    • Kollat, J. B., and P. Reed (2007), A framework for visually interactive decision- making and design using evolutionary multi-objective optimization (VIDEO), Environ. Model. Software, 22(12), 1691-1704, doi:10.1016/ j.envsoft.2007.02.001. (Pubitemid 47211995)
    • (2007) Environmental Modelling and Software , vol.22 , Issue.12 , pp. 1691-1704
    • Kollat, J.B.1    Reed, P.2
  • 39
    • 41749088671 scopus 로고    scopus 로고
    • A new epsilondominance hierarchical Bayesian optimization algorithm for large multiobjective monitoring network design problems
    • doi:10.1016/j.advwatres.2008.01.017
    • Kollat, J. B., P. M. Reed, and J. R. Kasprzyk (2008), A new epsilondominance hierarchical Bayesian optimization algorithm for large multiobjective monitoring network design problems, Adv. Water Res., 31(5), 828-845, doi:10.1016/j.advwatres.2008.01.017.
    • (2008) Adv. Water Res. , vol.31 , Issue.5 , pp. 828-845
    • Kollat, J.B.1    Reed, P.M.2    Kasprzyk, J.R.3
  • 40
    • 79951973284 scopus 로고    scopus 로고
    • Many-objective groundwater monitoring network design using bias-aware ensemble Kalman filtering, evolutionary optimization, and visual analytics
    • Kollat, J. D., P. M. Reed, and R. M. Maxwell (2011), Many-objective groundwater monitoring network design using bias-aware ensemble Kalman filtering, evolutionary optimization, and visual analytics, Water Resour. Res, 47, W02529.
    • (2011) Water Resour. Res , vol.47
    • Kollat, J.D.1    Reed, P.M.2    Maxwell, R.M.3
  • 43
    • 84856862708 scopus 로고    scopus 로고
    • Bayesian assessment of the expected data impact on prediction confidence in optimal sampling design
    • doi:10.1029/2010WR010137
    • Leube, P., A. Geiges, and W. Nowak (2012), Bayesian assessment of the expected data impact on prediction confidence in optimal sampling design, Water Resour. Res., 48, W02501, doi:10.1029/2010WR010137.
    • (2012) Water Resour. Res. , vol.48
    • Leube, P.1    Geiges, A.2    Nowak, W.3
  • 46
    • 0027087507 scopus 로고
    • A stochastic approach to model validation
    • DOI 10.1016/0309-1708(92)90029-2
    • Luis, S. J., and D. McLaughlin (1992), A stochastic approach to model validation, Adv. Water Resour., 15(1), 15-32. (Pubitemid 23375358)
    • (1992) Advances in Water Resources , vol.15 , Issue.1 , pp. 15-32
    • Luis, S.J.1    McLaughlin, D.2
  • 47
    • 2442535151 scopus 로고    scopus 로고
    • Survey of multi-objective optimization methods for engineering
    • doi:10.1007/s00158-003-0368-6
    • Marler, R. T., and J. S. Arora (2004), Survey of multi-objective optimization methods for engineering, Struct. Multidisciplinary Optim., 26(6), 369-395, doi:10.1007/s00158-003-0368-6.
    • (2004) Struct. Multidisciplinary Optim. , vol.26 , Issue.6 , pp. 369-395
    • Marler, R.T.1    Arora, J.S.2
  • 48
    • 0023289416 scopus 로고
    • Groundwater contamination from waste management sites: The interaction between risk-based engineering design and regulatory policy methodology
    • Massmann, J., and R. A. Freeze (1987), Groundwater contamination from waste management sites : The interaction between risk-based engineering design and regulatory policy. 1. Methodology, Water Resour. Res, 23(2), 351-367. (Pubitemid 17070171)
    • (1987) Water Resources Research , vol.23 , Issue.2 , pp. 351-367
    • Massmann, J.1    Freeze, R.A.2
  • 50
    • 0032874985 scopus 로고    scopus 로고
    • A methodology to integrate site characterization information into groundwater-driven health risk assessment
    • Maxwell, R., W. E. Kastenberg, and Y. Rubin (1999), A methodology to integrate site characterization information into groundwater-driven health risk assessment, Water Resour. Res., 35(9), 2841-2885.
    • (1999) Water Resour. Res. , vol.35 , Issue.9 , pp. 2841-2885
    • Maxwell, R.1    Kastenberg, W.E.2    Rubin, Y.3
  • 52
    • 0348225037 scopus 로고    scopus 로고
    • Maximum likelihood Bayesian averaging of uncertain model predictions
    • DOI 10.1007/s00477-003-0151-7
    • Neuman, S. P. (2003), Maximum likelihood Bayesian averaging of uncertain model predictions, Stoch. Environ. Res. Risk Assess., 17, 291-305, doi10.1007/s00477-003-0151-7. (Pubitemid 38013163)
    • (2003) Stochastic Environmental Research and Risk Assessment , vol.17 , Issue.5 , pp. 291-305
    • Neuman, S.P.1
  • 53
    • 84862272070 scopus 로고    scopus 로고
    • Assessing and optimizing the worth of information under model, parameters and data uncertainties
    • Abstract H52E-04
    • Neuman, S. P., and M. Ye (2009), Assessing and optimizing the worth of information under model, parameters and data uncertainties, Eos Trans. AGU, 90(52), Abstract H52E-04.
    • (2009) Eos Trans. AGU , vol.90 , Issue.52
    • Neuman, S.P.1    Ye, M.2
  • 54
    • 84855222661 scopus 로고    scopus 로고
    • Bayesian analysis of dataworth considering model and parameter uncertainties
    • Neuman, S. P., L. Xue, M. Ye, and D. Lu (2012), Bayesian analysis of dataworth considering model and parameter uncertainties, Adv. Water Res., 36, 75-85.
    • (2012) Adv. Water Res. , vol.36 , pp. 75-85
    • Neuman, S.P.1    Xue, L.2    Ye, M.3    Lu, D.4
  • 55
    • 67649867437 scopus 로고    scopus 로고
    • Best unbiased ensemble linearization and the quasi-linear Kalman ensemble generator
    • doi:10.1029/2008WR007328
    • Nowak, W. (2009), Best unbiased ensemble linearization and the quasi-linear Kalman ensemble generator, Water Resour. Res., 45, W04431, doi:10.1029/2008WR007328.
    • (2009) Water Resour. Res. , vol.45
    • Nowak, W.1
  • 56
    • 77952887009 scopus 로고    scopus 로고
    • Measures of parameter uncertainty in geostatistical estimation and design
    • doi:10.1007/s11004- 009-9245-1
    • Nowak, W. (2010), Measures of parameter uncertainty in geostatistical estimation and design, Math. Geosci., 42(2), 199-221, doi:10.1007/s11004- 009-9245-1.
    • (2010) Math. Geosci. , vol.42 , Issue.2 , pp. 199-221
    • Nowak, W.1
  • 57
    • 3042559789 scopus 로고    scopus 로고
    • A modified Levenberg-Marquardt algorithm for quasi-linear geostatistical inversing
    • DOI 10.1016/j.advwatres.2004.03.004, PII S0309170804000594
    • Nowak, W., and O. A. Cirpka (2004), A modified Levenberg-Marquardt algorithm for quasi-linear geostatistical inversing, Adv. Water Resour., 27(7), 737-750. (Pubitemid 38836430)
    • (2004) Advances in Water Resources , vol.27 , Issue.7 , pp. 737-750
    • Nowak, W.1    Cirpka, O.A.2
  • 58
    • 53849084131 scopus 로고    scopus 로고
    • Probability density functions of hydraulic head and velocity in three-dimensional heterogeneous porous media
    • doi:10.1029/2007WR006383
    • Nowak, W., R. L. Schwede, O. A. Cirpka, and I. Neuweiler (2008), Probability density functions of hydraulic head and velocity in three-dimensional heterogeneous porous media, Water Resour. Res., 44, W08452, doi:10.1029/2007WR006383.
    • (2008) Water Resour. Res. , vol.44
    • Nowak, W.1    Schwede, R.L.2    Cirpka, O.A.3    Neuweiler, I.4
  • 59
    • 83955160616 scopus 로고    scopus 로고
    • Bayesian geostatistical design: Task-driven optimal site investigation when geostatistical model is uncertain
    • Nowak, W., F. P. J. de Barros, and Y. Rubin (2010), Bayesian geostatistical design: Task-driven optimal site investigation when geostatistical model is uncertain, Water Resour. Res, 46, W03535.
    • (2010) Water Resour. Res , vol.46
    • Nowak, W.1    De Barros, F.P.J.2    Rubin, Y.3
  • 60
    • 79957801378 scopus 로고    scopus 로고
    • An integrative approach to robust design and probabilistic risk assessment for CO2 storage in geological formations
    • doi:10.1007/s10596-011-9224-8
    • Oladyshkin, S., H. Class, R. Helmig, and W. Nowak (2011a), An integrative approach to robust design and probabilistic risk assessment for CO2 storage in geological formations, Comput. Geosc., 15(3), 565-577, doi:10.1007/s10596-011- 9224-8.
    • (2011) Comput. Geosc. , vol.15 , Issue.3 , pp. 565-577
    • Oladyshkin, S.1    Class, H.2    Helmig, R.3    Nowak, W.4
  • 61
    • 80053438826 scopus 로고    scopus 로고
    • A concept for data-driven probabilistic risk assessment and application to carbon dioxide storage in geological formations
    • doi:10.1016/j.advwatres.2011.08.005
    • Oladyshkin, S., H. Class, R. Helmig, and W. Nowak (2011b), A concept for data-driven probabilistic risk assessment and application to carbon dioxide storage in geological formations, Adv. Water Res., 34, 1508-1518, doi:10.1016/j.advwatres.2011.08.005.
    • (2011) Adv. Water Res. , vol.34 , pp. 1508-1518
    • Oladyshkin, S.1    Class, H.2    Helmig, R.3    Nowak, W.4
  • 62
    • 0028763687 scopus 로고
    • Verification, validation, and confirmation of numerical models in the earth sciences
    • Oreskes, N., K. Shrader-Frechette, and K. Belitz (1994), Verification, validation, and confirmation of numerical models in the earth sciences, Science, 263(5147), 641.
    • (1994) Science , vol.263 , Issue.5147 , pp. 641
    • Oreskes, N.1    Shrader-Frechette, K.2    Belitz, K.3
  • 63
    • 33745445005 scopus 로고    scopus 로고
    • Ignorance is bliss: Or seven reasons not to use uncertainty analysis
    • DOI 10.1029/2005WR004820
    • Pappenberger, F., and K. J. Beven (2006), Ignorance is bliss : Or seven reasons not to use uncertainty analysis, Water Resour. Res., 42, W05302, doi:10.1029/2005WR004820. (Pubitemid 43955900)
    • (2006) Water Resources Research , vol.42 , Issue.5
    • Pappenberger, F.1    Beven, K.J.2
  • 65
    • 84862293202 scopus 로고    scopus 로고
    • Classics in Applied Mathematics, SIAM, Philadelphia
    • Pukelsheim, F. (2006), Optimal Design of Experiments, pp. 61-113, 135- 157, Classics in Applied Mathematics, SIAM, Philadelphia.
    • (2006) Optimal Design of Experiments , vol.135-157 , pp. 61-113
    • Pukelsheim, F.1
  • 68
    • 0034517514 scopus 로고    scopus 로고
    • Cost-effective long-term groundwater monitoring design using a genetic algorithm and global mass interpolation
    • DOI 10.1029/2000WR900232
    • Reed, P., B. Minsker, and A. J. Valocchi (2000a), Cost-effective long-term groundwater monitoring design using a genetic algorithm and global mass interpolation, Water Resour. Res., 36(12), 3731-3741. (Pubitemid 32039922)
    • (2000) Water Resources Research , vol.36 , Issue.12 , pp. 3731-3741
    • Reed, P.1    Minsker, B.2    Valocchi, A.J.3
  • 69
    • 0034515584 scopus 로고    scopus 로고
    • Designing a competent simple genetic algorithm for search and optimization
    • DOI 10.1029/2000WR900231
    • Reed, P., B. Minsker, and D. E. Goldberg (2000b), Designing a competent simple genetic algorithm for search and optimization, Water Resour. Res., 36(12), 3757-3761. (Pubitemid 32039924)
    • (2000) Water Resources Research , vol.36 , Issue.12 , pp. 3757-3761
    • Reed, P.1    Minsker, B.2    Goldberg, D.E.3
  • 70
    • 82355162892 scopus 로고    scopus 로고
    • Save now, pay later? Multi-period many-objective groundwater monitoring design given systematic model errors and uncertainty
    • doi:10.1016/ j.advwatres.2011.10.011
    • Reed, P. M., and J. B. Kollat (2012), Save now, pay later? Multi-period many-objective groundwater monitoring design given systematic model errors and uncertainty, Adv. Water Res., 35, 55-68, doi:10.1016/ j.advwatres.2011.10.011.
    • (2012) Adv. Water Res. , vol.35 , pp. 55-68
    • Reed, P.M.1    Kollat, J.B.2
  • 71
    • 1842787606 scopus 로고    scopus 로고
    • Striking the balance: Long-term groundwater monitoring design for conflicting objectives
    • DOI 10.1061/(ASCE)0733-9496(2004)130:2(140)
    • Reed, P. M., and B. S. Minsker (2004), Striking the balance: Long-term groundwater monitoring design for conflicting objectives, J. Water Resour. Plann. Manage., 130(2), 140-149, doi:10.1061(ASCE)0733- 9496(2004)130:2(140). (Pubitemid 38459489)
    • (2004) Journal of Water Resources Planning and Management , vol.130 , Issue.2 , pp. 140-149
    • Reed, P.M.1    Minsker, B.S.2
  • 72
    • 33748416660 scopus 로고    scopus 로고
    • A framework for dealing with uncertainty due to model structure error
    • DOI 10.1016/j.advwatres.2005.11.013, PII S0309170805002903
    • Refsgaard, J. C., J. P. van der Sluijs, J. Brown, and P. van der Keur (2006), A framework for dealing with uncertainty due to model structure error, Adv. Water Resour., 29(11), 1586-1597. (Pubitemid 44341076)
    • (2006) Advances in Water Resources , vol.29 , Issue.11 , pp. 1586-1597
    • Refsgaard, J.C.1    Van Der Sluijs, J.P.2    Brown, J.3    Van Der Keur, P.4
  • 74
    • 0026444879 scopus 로고
    • Conditional estimates of solute travel time in heterogenous formations: Impact of transmissivity measurements
    • Rubin, Y., and G. Dagan (1992a), Conditional estimates of solute travel time in heterogenous formations: Impact of transmissivity measurements, Water Resour. Res., 28(4), 1033-1040.
    • (1992) Water Resour. Res. , vol.28 , Issue.4 , pp. 1033-1040
    • Rubin, Y.1    Dagan, G.2
  • 75
    • 0027091480 scopus 로고
    • A note on head and velocity covariances in three-dimensional flow through heterogeneous anisotropic porous media
    • DOI 10.1029/92WR00107
    • Rubin, Y., and G. Dagan (1992b), A note on head an velocity covariances in three-dimensional flow through heterogeneous anisotropic porous media, Water Resour. Res., 28(5), 1463-1470. (Pubitemid 23372243)
    • (1992) Water Resources Research , vol.28 , Issue.5 , pp. 1463-1470
    • Rubin, Y.1    Dagan, G.2
  • 76
    • 77957565531 scopus 로고    scopus 로고
    • A Bayesian approach for inverse modeling, data assimilation and conditional simulation of spatial random fields
    • doi:10.1029/2009WR008799
    • Rubin, Y., X. Chen, H. Murakami, and M. Hahn (2010), A Bayesian approach for inverse modeling, data assimilation and conditional simulation of spatial random fields, Water Resour. Res., 46, W10523, doi:10.1029/2009WR008799.
    • (2010) Water Resour. Res. , vol.46
    • Rubin, Y.1    Chen, X.2    Murakami, H.3    Hahn, M.4
  • 78
    • 36849127358 scopus 로고
    • Statistical hydrodynamics in porous media
    • Scheidegger, A. E. (1954), Statistical hydrodynamics in porous media, J. Appl. Phys., 25, 994-1001.
    • (1954) J. Appl. Phys. , vol.25 , pp. 994-1001
    • Scheidegger, A.E.1
  • 79
    • 84881834137 scopus 로고
    • The expected utility model: Its variants, purposes, evidence and limitations
    • Schoemaker, P. J. H. (1982), The expected utility model: its variants, purposes, evidence and limitations, J. Econ. Lit., 20(2), 529-563.
    • (1982) J. Econ. Lit. , vol.20 , Issue.2 , pp. 529-563
    • Schoemaker, P.J.H.1
  • 80
    • 74849119944 scopus 로고    scopus 로고
    • Stochastic evaluation of mass discharge from pointlike concentration measurements
    • doi :10.1016/j.jconhyd.2009.10.011
    • Schwede, R. L., and O. A. Cirpka (2010), Stochastic evaluation of mass discharge from pointlike concentration measurements, J. Contam. Hydrol., 111(1-4), 36-47,doi :10.1016/j.jconhyd.2009.10.011.
    • (2010) J. Contam. Hydrol. , vol.111 , Issue.1-4 , pp. 36-47
    • Schwede, R.L.1    Cirpka, O.A.2
  • 81
    • 79952195180 scopus 로고    scopus 로고
    • Comparative analysis of multiobjective evolutionary algorithms for random and correlated instances of multiobjective d-dimensional knapsack problems
    • doi:10.1016/j.ejor.2011.01.030
    • Shah, R., and P. M. Reed (2011), Comparative analysis of multiobjective evolutionary algorithms for random and correlated instances of multiobjective d-dimensional knapsack problems, Eur. J. Oper. Res., 211(3), 466-479, doi:10.1016/j.ejor.2011.01.030.
    • (2011) Eur. J. Oper. Res. , vol.211 , Issue.3 , pp. 466-479
    • Shah, R.1    Reed, P.M.2
  • 83
    • 0003174553 scopus 로고
    • Bayesian statistics without tears: A sampling-resampling perspective
    • Smith, A. F. M., and A. E. Gelfand (1992), Bayesian statistics without tears: A sampling-resampling perspective, Am. Stat., 46(2), 84-88.
    • (1992) Am. Stat. , vol.46 , Issue.2 , pp. 84-88
    • Smith, A.F.M.1    Gelfand, A.E.2
  • 85
    • 80855131543 scopus 로고    scopus 로고
    • A methodology for establishing a data reliability measure for value of spatial information problems
    • doi:10.1007/s11,004-011-9367-0
    • Trainor-Guitton, W. J., J. K. Caers, and T. Mukerji (2011), A methodology for establishing a data reliability measure for value of spatial information problems, Math. Geosci., 43, 929-949, doi:10.1007/s11,004-011-9367-0.
    • (2011) Math. Geosci. , vol.43 , pp. 929-949
    • Trainor-Guitton, W.J.1    Caers, J.K.2    Mukerji, T.3
  • 86
    • 79551503155 scopus 로고    scopus 로고
    • Uncertainty evaluation of mass discharge estimates from a contaminated site using a fully Bayesian framework
    • doi:10.1029/2010WR009227
    • Troldborg, M., W. Nowak, N. Tuxen, P. L. Bjerg, R. Helmig, and P. Binning (2010), Uncertainty evaluation of mass discharge estimates from a contaminated site using a fully Bayesian framework, Water Resour. Res., 46, W12552, doi:10.1029/2010WR009227.
    • (2010) Water Resour. Res. , vol.46
    • Troldborg, M.1    Nowak, W.2    Tuxen, N.3    Bjerg, P.L.4    Helmig, R.5    Binning, P.6
  • 88
    • 0004323071 scopus 로고
    • USEPA Tech. Rep. Rep. EPA/540/1-89/002, Off. Emerg. and Remedial Response, U.S. Environmental Protection Agency, Washington, D. C
    • USEPA (1989), Risk Assessment Guidance for Superfund Vol. 1: Human Health Manual (Part A), Tech. Rep. Rep. EPA/540/1-89/002, Off. Emerg. and Remedial Response, U.S. Environmental Protection Agency, Washington, D. C.
    • (1989) Risk Assessment Guidance for Superfund Vol. 1: Human Health Manual (Part A)
  • 89
    • 0348179308 scopus 로고
    • USEPA, Tech. Rep. Rep. EPA/540/R-92/003, Off. Emerg. and Remedial Response, U.S. Environmental Protection Agency, Washington, D. C
    • USEPA (1991), Risk Assessment Guidance for Superfund Vol. 1: Human Health Evaluation (Part B), Tech. Rep. Rep. EPA/540/R-92/003, Off. Emerg. and Remedial Response, U.S. Environmental Protection Agency, Washington, D. C.
    • (1991) Risk Assessment Guidance for Superfund Vol. 1: Human Health Evaluation (Part B)
  • 91
    • 67149144879 scopus 로고    scopus 로고
    • Self-adaptive multimethod search for global optimization in real-parameter spaces
    • doi:10.1109/TEVC.2008.924428
    • Vrugt, J. A., B. A. Robinson, and J. M. Hyman (2009), Self-adaptive multimethod search for global optimization in real-parameter spaces, IEEE Trans. Evol. Comput., 13(2), 243-259, doi:10.1109/TEVC.2008.924428.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.2 , pp. 243-259
    • Vrugt, J.A.1    Robinson, B.A.2    Hyman, J.M.3
  • 93
    • 0033989533 scopus 로고    scopus 로고
    • A full-Bayesian approach to parameter inference from tracer travel time moments and investigation of scale effects at the Cape Cod experimental site
    • DOI 10.1029/1999WR900273
    • Woodbury, A. D., and Y. Rubin (2000), A full-Bayesian approach to parameter inference from tracer travel time moments and investigation of scale effects at the Cape Cod experimental site, Water Resour. Res., 36(1), 159-171. (Pubitemid 30042118)
    • (2000) Water Resources Research , vol.36 , Issue.1 , pp. 159-171
    • Woodbury, A.D.1    Rubin, Y.2
  • 94
    • 0027789975 scopus 로고
    • Minimum relative entropy: Forward probabilistic modeling
    • Woodbury, A. D., and T. J. Ulrych (1993), Minimum relative entropy: Forward probabilistic modeling, Water Resour. Res., 29(8), 2847-2860.
    • (1993) Water Resour. Res. , vol.29 , Issue.8 , pp. 2847-2860
    • Woodbury, A.D.1    Ulrych, T.J.2
  • 95
    • 25844491039 scopus 로고    scopus 로고
    • Least cost design of groundwater quality monitoring networks
    • DOI 10.1029/2005WR003936, W08412
    • Zhang, Y., G. F. Pinder, and G. S. Herrera (2005), Least cost design of groundwater quality monitoring networks, Water Resour. Res., 41, W08412, doi:10.1029/2005WR003936. (Pubitemid 41393332)
    • (2005) Water Resources Research , vol.41 , Issue.8 , pp. 1-12
    • Zhang, Y.1    Pinder, G.F.2    Herrera, G.S.3


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