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Volumn 11, Issue 3-4, 2009, Pages 282-296

Uncertainty and sensitivity analysis techniques for hydrologic modeling

Author keywords

Hydrologic; Modeling; Sensitivity; Techniques; Uncertainty

Indexed keywords


EID: 68949142997     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2009.048     Document Type: Article
Times cited : (53)

References (46)
  • 3
    • 0027009437 scopus 로고
    • The future of distributed models: Model calibration and uncertainty prediction
    • Beven, K.J. & Binley, A. 1992 The future of distributed models: model calibration and uncertainty prediction. Hydrol. Process. 6, 279-298.
    • (1992) Hydrol. Process , vol.6 , pp. 279-298
    • Beven, K.J.1    Binley, A.2
  • 6
    • 0031103116 scopus 로고    scopus 로고
    • Uncertainty analysis by point estimate methods
    • Chang, C.-H., Yang, J.-C. & Tung, Y.-K. 1997 Uncertainty analysis by point estimate methods. ASCE J. Hydraul. Eng. 123 (3), 244-250.
    • (1997) ASCE J. Hydraul. Eng. , vol.123 , Issue.3 , pp. 244-250
    • Chang, C.-H.1    Yang, J.-C.2    Tung, Y.-K.3
  • 7
    • 0019392350 scopus 로고
    • First order analysis of uncertainty in numerical models of groundwater flow
    • Dettinger, M. D. & Wilson, J. L. 1981 First order analysis of uncertainty in numerical models of groundwater flow. Water Resour.Res. 17(1), 149-157.
    • (1981) Water Resour.Res. , vol.17 , Issue.1 , pp. 149-157
    • Dettinger, M.D.1    Wilson, J.L.2
  • 9
    • 0003427614 scopus 로고    scopus 로고
    • EPA/630/R-97/001, Environmental Protection Agency, Washington, DC
    • EPA 1997 Guiding Principles for Monte Carlo Analysis. EPA/630/R-97/001, Environmental Protection Agency, Washington, DC.
    • (1997) Guiding Principles for Monte Carlo Analysis
  • 10
    • 84981441535 scopus 로고
    • Using mutual information to identify lags in nonlinear models
    • Granger, C. W. J. & Lin, J. 1994 Using mutual information to identify lags in nonlinear models. J. Time Ser. Anal. 15, 371-384.
    • (1994) J. Time Ser. Anal. , vol.15 , pp. 371-384
    • Granger, C.W.J.1    Lin, J.2
  • 11
    • 0030244122 scopus 로고    scopus 로고
    • Subsurface stormflow modeling with sensitivity analysis using a latin-hypercube sampling technique
    • Gwo, J. P., Toran, L. E., Morris, M. D. & Wilson, G. V. 1996 Subsurface stormflow modeling with sensitivity analysis using a Latin-hypercube sampling technique. Ground Water 34 (5), 811-818.
    • (1996) Ground Water , vol.34 , Issue.5 , pp. 811-818
    • Gwo, J.P.1    Toran, L.E.2    Morris, M.D.3    Wilson, G.V.4
  • 13
    • 0029395069 scopus 로고
    • Probabilistic screening tool for groundwater contamination and risk assessment
    • Hamed, M. M., Conte, J. P. & Bedient, P. B. 1995 Probabilistic screening tool for groundwater contamination and risk assessment. ASCE J. Environ. Eng. 121 (11), 767-774.
    • (1995) ASCE J. Environ. Eng. , vol.121 , Issue.11 , pp. 767-774
    • Hamed, M.M.1    Conte, J.P.2    Bedient, P.B.3
  • 15
    • 0024656259 scopus 로고
    • Probabilistic estimates for multivariate analyses
    • Harr, M. E. 1989 Probabilistic estimates for multivariate analyses. Appl. Math. Model. 13 (5), 313-318.
    • (1989) Appl. Math. Model. , vol.13 , Issue.5 , pp. 313-318
    • Harr, M.E.1
  • 16
    • 0027810117 scopus 로고
    • Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal
    • Helton, J. C. 1993 Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal. Reliab. Eng. Syst. Saf. 42, 327-373.
    • (1993) Reliab. Eng. Syst. Saf. , vol.42 , pp. 327-373
    • Helton, J.C.1
  • 17
    • 84933516758 scopus 로고
    • A distribution free approach to inducing rank correlation among inputs
    • Iman, R. L. & Conover, W. J. 1982 A distribution free approach to inducing rank correlation among inputs. Commun. Stat. Simul. Comput. 11, 335-360.
    • (1982) Commun. Stat. Simul. Comput. , vol.11 , pp. 335-360
    • Iman, R.L.1    Conover, W.J.2
  • 18
    • 0023822856 scopus 로고
    • Investigation of uncertainty and sensitivity analysis techniques for computer models
    • Iman, R. L. & Helton, J. C. 1985 Investigation of uncertainty and sensitivity analysis techniques for computer models. Risk Anal. 8 (1), 71-90.
    • (1985) Risk Anal. , vol.8 , Issue.1 , pp. 71-90
    • Iman, R.L.1    Helton, J.C.2
  • 19
    • 0030680308 scopus 로고    scopus 로고
    • Linear and Monte Carlo uncertainty analysis for subsurface multiphase contaminant transport
    • James, A. L. & Oldenburg, C. M. 1997 Linear and Monte Carlo uncertainty analysis for subsurface multiphase contaminant transport. Water Resour. Res. 33 (11), 2495-2503.
    • (1997) Water Resour. Res. , vol.33 , Issue.11 , pp. 2495-2503
    • James, A.L.1    Oldenburg, C.M.2
  • 20
    • 0026204029 scopus 로고
    • Eliciting probabilities from experts in complex technical problems
    • Keeny, R. L. & von Winterfeld, D. 1991 Eliciting probabilities from experts in complex technical problems. IEEE Trans. Eng. Manage. 38 (3), 191-201.
    • (1991) IEEE Trans. Eng. Manage. , vol.38 , Issue.3 , pp. 191-201
    • Keeny, R.L.1    Von Winterfeld, D.2
  • 21
    • 0033212847 scopus 로고    scopus 로고
    • Total system performance assessment using a logic tree approach
    • Kessler, J. H. & McGuire, R. M. 1999 Total system performance assessment using a logic tree approach. Risk Anal. 19, 915-932.
    • (1999) Risk Anal. , vol.19 , pp. 915-932
    • Kessler, J.H.1    McGuire, R.M.2
  • 23
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay, M. D., Conover, W. J. & Beckman, R. J. 1979 A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21 (3), 239-245.
    • (1979) Technometrics , vol.21 , Issue.3 , pp. 239-245
    • McKay, M.D.1    Conover, W.J.2    Beckman, R.J.3
  • 24
    • 0026614965 scopus 로고
    • An improved first-order reliability approach for assessing uncertainties in hydrologic modeling
    • Melching, C. S. 1992 An improved first-order reliability approach for assessing uncertainties in hydrologic modeling. J. Hydrol. 132, 157-177.
    • (1992) J. Hydrol. , vol.132 , pp. 157-177
    • Melching, C.S.1
  • 25
    • 0033785162 scopus 로고    scopus 로고
    • Uncertainty propagation using the point estimate method
    • (ed. F. Stauffer, W. Kinzelbach, K. Kovar & E. Hoehn), IAHS Publ., 265, International Association of Hydrological Sciences. Wallingford, UK
    • Mishra, S. 2000 Uncertainty propagation using the point estimate method. In Calibration and Reliability in Groundwater Modeling: Coping with Uncertainty (ed. F. Stauffer, W. Kinzelbach, K. Kovar & E. Hoehn), pp. 292-296. IAHS Publ. 265, International Association of Hydrological Sciences. Wallingford, UK.
    • (2000) Calibration and Reliability in Groundwater Modeling: Coping with Uncertainty , pp. 292-296
    • Mishra, S.1
  • 27
    • 0242636652 scopus 로고    scopus 로고
    • Beyond Monte Carlo simulation-alternative techniques for probabilistic groundwater modeling
    • (ed. S. Mishra), American Society of Civil Engineers, Reston, VA
    • Mishra, S. 2003 Beyond Monte Carlo simulation-alternative techniques for probabilistic groundwater modeling. In Groundwater Quality Modeling and Management under Uncertainty (ed. S. Mishra), pp. 204-214. American Society of Civil Engineers, Reston, VA.
    • (2003) Groundwater Quality Modeling and Management under Uncertainty , pp. 204-214
    • Mishra, S.1
  • 28
    • 0037303173 scopus 로고    scopus 로고
    • Application of classification trees in the sensitivity analysis of probabilistic model results
    • Mishra, S., Deeds, N. E. & RamaRao, B. S. 2003 Application of classification trees in the sensitivity analysis of probabilistic model results. Reliab. Eng. Syst. Saf. 73, 123-129.
    • (2003) Reliab. Eng. Syst. Saf. , vol.73 , pp. 123-129
    • Mishra, S.1    Deeds, N.E.2    RamaRao, B.S.3
  • 29
    • 68949124299 scopus 로고    scopus 로고
    • Probabilistic risk assessment techniques applied to the performance assessment of the disposal of high-level radioactive waste in Japan
    • Tokyo, Japan
    • Mishra, S. & Freeze, G. A. 1998 Probabilistic Risk Assessment Techniques Applied to the Performance Assessment of the Disposal of High-level Radioactive Waste in Japan. Report prepared for Advanced Information Technology, Inc. Tokyo, Japan.
    • (1998) Report Prepared for Advanced Information Technology, Inc.
    • Mishra, S.1    Freeze, G.A.2
  • 31
    • 0024855318 scopus 로고
    • Effects of parameter uncertainty on predictions of unsaturated flow
    • Mishra, S. & Parker, J. C. 1989 Effects of parameter uncertainty on predictions of unsaturated flow. J. Hydrol. 108, 19-25.
    • (1989) J. Hydrol. , vol.108 , pp. 19-25
    • Mishra, S.1    Parker, J.C.2
  • 34
    • 84952096573 scopus 로고
    • Factorial sampling plans for preliminary computational experiments
    • Morris, M. D. 1991 Factorial sampling plans for preliminary computational experiments. Technometrics 33 (2), 161-174.
    • (1991) Technometrics , vol.33 , Issue.2 , pp. 161-174
    • Morris, M.D.1
  • 35
    • 18844381609 scopus 로고    scopus 로고
    • Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model
    • Muleta, M. K. & Nicklow, J. W. 2005 Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model. J. Hydrol. 306, 127-145.
    • (2005) J. Hydrol. , vol.306 , pp. 127-145
    • Muleta, M.K.1    Nicklow, J.W.2
  • 36
    • 0348225037 scopus 로고    scopus 로고
    • Maximum likelihood Bayesian averaging of uncertain model predictions
    • Neuman, S. P. 2003 Maximum likelihood Bayesian averaging of uncertain model predictions. Stochast. Environ. Res. Risk Assess. 17 (5), 291-305.
    • (2003) Stochast. Environ. Res. Risk Assess. , vol.17 , Issue.5 , pp. 291-305
    • Neuman, S.P.1
  • 37
    • 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
  • 41
    • 0004237770 scopus 로고    scopus 로고
    • Saltelli, A., Chan, K. & Scott, M. (Eds.), Wiley, Chichester
    • Saltelli, A., Chan, K. & Scott, M. (Eds.) 2000 Sensitivity Analysis. Wiley, Chichester
    • (2000) Sensitivity Analysis
  • 42
    • 0023524349 scopus 로고
    • First-order reliability approach to stochastic analysis of subsurface flow and solute transport
    • Sitar, N., Cawlfield, J. D. & der Kiureghian, A. 1987 First-order reliability approach to stochastic analysis of subsurface flow and solute transport. Water Resour. Res. 23 (5), 794-804.
    • (1987) Water Resour. Res. , vol.23 , Issue.5 , pp. 794-804
    • Sitar, N.1    Cawlfield, J.D.2    Der Kiureghian, A.3
  • 44
    • 84875816777 scopus 로고
    • Comparison of three uncertainty analysis methods to assess impacts on groundwater of constituents leached from land-disposed waste
    • Unlu, K., Parker, J. C. & Chong, P. K. 1995 Comparison of three uncertainty analysis methods to assess impacts on groundwater of constituents leached from land-disposed waste. Hydrogeol. J. 3 (2), 4-18.
    • (1995) Hydrogeol. J. , vol.3 , Issue.2 , pp. 4-18
    • Unlu, K.1    Parker, J.C.2    Chong, P.K.3
  • 46
    • 0031235588 scopus 로고    scopus 로고
    • Probabilistic multiphase flow modeling using the limit-state method
    • Xiang, Y. & Mishra, S. 1997 Probabilistic multiphase flow modeling using the limit-state method. Ground Water 35 (5), 820-826.
    • (1997) Ground Water , vol.35 , Issue.5 , pp. 820-826
    • Xiang, Y.1    Mishra, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.