메뉴 건너뛰기




Volumn 15, Issue 9, 2010, Pages 671-679

Sensitivity analysis for an infiltration-runoff model with parameter uncertainty

Author keywords

First order second moment method; Fourier amplitude sensitivity test; HYDROL INF; Parameter uncertainty; Sensitivity analysis

Indexed keywords


EID: 85001760422     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)HE.1943-5584.0000243     Document Type: Article
Times cited : (9)

References (46)
  • 2
    • 33749999782 scopus 로고    scopus 로고
    • Stochastic modelling and risk analysis of groundwater pollution using FORM coupled with auto-matic differentiation
    • Baalousha, H., and Kongeter, J. (2006). “Stochastic modelling and risk analysis of groundwater pollution using FORM coupled with auto-matic differentiation.” Adv. Water Resour., 29, 1815-1832.
    • (2006) Adv. Water Resour , vol.29 , pp. 1815-1832
    • Baalousha, H.1    Kongeter, J.2
  • 3
    • 0035426008 scopus 로고    scopus 로고
    • Equifinality, data assimilation, and un-certainty estimation in mechanistic modelling of complex environ-mental systems using the GLUE methodology
    • Beven, K., and Freer, J. (2001). “Equifinality, data assimilation, and un-certainty estimation in mechanistic modelling of complex environ-mental systems using the GLUE methodology.” J. Hydrol., 249(1), 11-29.
    • (2001) J. Hydrol , vol.249 , Issue.1 , pp. 11-29
    • Beven, K.1    Freer, J.2
  • 4
    • 0024249894 scopus 로고
    • Developing joint probability distributions of soil water retention characteristics
    • Carsel, R. F., and Parrish, R. S. (1988). “Developing joint probability distributions of soil water retention characteristics.” Water Resour. Res., 24(5), 755-769.
    • (1988) Water Resour. Res , vol.24 , Issue.5 , pp. 755-769
    • Carsel, R.F.1    Parrish, R.S.2
  • 5
    • 0028262666 scopus 로고
    • Spatial averaging of unsaturated flow equations for a really heterogeneous fields: Development of models
    • Chen, Z.-Q., Govindaraju, R. S., and Kavvas, M. L. (1994). “Spatial averaging of unsaturated flow equations for a really heterogeneous fields: Development of models.” Water Resour. Res., 30(2), 523-533.
    • (1994) Water Resour. Res , vol.30 , Issue.2 , pp. 523-533
    • Chen, Z.-Q.1    Govindaraju, R.S.2    Kavvas, M.L.3
  • 6
    • 26844488642 scopus 로고    scopus 로고
    • Determination of ponding condition and infiltration into layered soils under unsteady rainfall
    • Chu, X., and Marino, M. A. (2005). “Determination of ponding condition and infiltration into layered soils under unsteady rainfall.” J. Hydrol., 313(3-4), 195-207.
    • (2005) J. Hydrol , vol.313 , Issue.3-4 , pp. 195-207
    • Chu, X.1    Marino, M.A.2
  • 7
    • 84858601374 scopus 로고    scopus 로고
    • Simulation of infiltration and surface runoff-A Windows-based hydrologic modeling system HYDROL-INF
    • R. Graham
    • Chu, X., and Marino, M. A. (2006). “Simulation of infiltration and surface runoff-A Windows-based hydrologic modeling system HYDROL-INF.” Proc., 2006 World Environmental and Water Re-sources Congress, R. Graham, ed., 1-8.
    • (2006) Proc., 2006 World Environmental and Water Re-Sources Congress , pp. 1-8
    • Chu, X.1    Marino, M.A.2
  • 8
    • 44449099664 scopus 로고    scopus 로고
    • Multi-method global sensitivity analysis (MMGSA) for modelling flfloodplain hy-drological processes
    • Cloke, H. L., Pappenberger, F., and Renaud, J.-P. (2008). “Multi-method global sensitivity analysis (MMGSA) for modelling flfloodplain hy-drological processes.” Hydrolog. Process., 22, 1660-1674.
    • (2008) Hydrolog. Process , vol.22 , pp. 1660-1674
    • Cloke, H.L.1    Pappenberger, F.2    Renaud, J.-P.3
  • 9
    • 84953649167 scopus 로고
    • Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I. Theory
    • Cukier, R. I., Fortuin, C. M., Shuler, K. E., Petschek, A. G., and Schaibly, I. H. (1973). “Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I. Theory.” J. Chem. Phys., 59, 3873-3878.
    • (1973) J. Chem. Phys , vol.59 , pp. 3873-3878
    • Cukier, R.I.1    Fortuin, C.M.2    Shuler, K.E.3    Petschek, A.G.4    Schaibly, I.H.5
  • 10
    • 0040102388 scopus 로고
    • Nonlinear sensitivity analysis of multiparameter model systems
    • Cukier, R. I., Levine, H. B., and Shuler, K. E. (1978). “Nonlinear sensitivity analysis of multiparameter model systems.” J. Comput. Phys., 26, 1-42.
    • (1978) J. Comput. Phys , vol.26 , pp. 1-42
    • Cukier, R.I.1    Levine, H.B.2    Shuler, K.E.3
  • 11
    • 0001762397 scopus 로고
    • Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. III. Analysis of the approximations
    • Cukier, R. I., Schaibly, J. H., and Shuler, K. E. (1975). “Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. III. Analysis of the approximations.” J. Chem. Phys., 63(3), 1140-1149.
    • (1975) J. Chem. Phys , vol.63 , Issue.3 , pp. 1140-1149
    • Cukier, R.I.1    Schaibly, J.H.2    Shuler, K.E.3
  • 12
    • 0020971822 scopus 로고
    • Unsaturated flow in spatially variable fields. 1. Derivation of models of infiltration and redistribution
    • Dagan, G., and Bresler, E. (1983). “Unsaturated flow in spatially variable fields. 1. Derivation of models of infiltration and redistribution.” Water Resour. Res., 19(2), 413-420.
    • (1983) Water Resour. Res , vol.19 , Issue.2 , pp. 413-420
    • Dagan, G.1    Bresler, E.2
  • 13
    • 0037303951 scopus 로고    scopus 로고
    • Sensitivity analysis of distributed environmental simulation models: Understanding the model behaviour in hydrological studies at the catchment scale
    • Francos, A., Elorza, F. J., Bouraoui, F., Bidoglio, G., and Galbiati, L. (2003). “Sensitivity analysis of distributed environmental simulation models: Understanding the model behaviour in hydrological studies at the catchment scale.” Reliab. Eng. Syst. Saf., 79(2), 205-218.
    • (2003) Reliab. Eng. Syst. Saf , vol.79 , Issue.2 , pp. 205-218
    • Francos, A.1    Elorza, F.J.2    Bouraoui, F.3    Bidoglio, G.4    Galbiati, L.5
  • 15
    • 0242350332 scopus 로고    scopus 로고
    • Effect of parameter uncertainty on DRAINMOD predictions: I. Hydrology and yield
    • Haan, P. K., and Skaggs, R. W. (2003). “Effect of parameter uncertainty on DRAINMOD predictions: I. Hydrology and yield.” Trans. ASAE, 46(44), 1061-1067.
    • (2003) Trans. ASAE , vol.46 , Issue.44 , pp. 1061-1067
    • Haan, P.K.1    Skaggs, R.W.2
  • 16
    • 33745001467 scopus 로고    scopus 로고
    • On Latin hypercube sampling for efficient uncertainty estimation of satellite rainfall observations in flood prediction
    • Hossain, F., Anagnostou, E. N., and Bagtzoglou, A. C. (2006). “On Latin hypercube sampling for efficient uncertainty estimation of satellite rainfall observations in flood prediction.” Comput. Geosci., 32, 776792.
    • (2006) Comput. Geosci , vol.32
    • Hossain, F.1    Anagnostou, E.N.2    Bagtzoglou, A.C.3
  • 17
    • 84900847494 scopus 로고
    • Small sample sensitivity analysis techniques for computer models, with an application to risk assessment
    • Iman, R. L., and Conover, W. J. (1980). “Small sample sensitivity analysis techniques for computer models, with an application to risk assessment.” Commun. Stat: Theory Meth., A9(17), 1749-1842.
    • (1980) Commun. Stat: Theory Meth , vol.A9 , Issue.17 , pp. 1749-1842
    • Iman, R.L.1    Conover, W.J.2
  • 18
    • 0032214428 scopus 로고    scopus 로고
    • Monte Carlo assessment of parameter uncertainty in conceptual catchment models: The metropolis algorithm
    • Kuczera, G., and Prent, E. (1998). “Monte Carlo assessment of parameter uncertainty in conceptual catchment models: The metropolis algorithm.” J. Hydrol., 211, 69-85.
    • (1998) J. Hydrol , vol.211 , pp. 69-85
    • Kuczera, G.1    Prent, E.2
  • 20
    • 34247156294 scopus 로고    scopus 로고
    • Aggregation of vertical flow in the vadose zone with auto- and cross- correlated hydraulic properties
    • Leij, F. J., Sciortino, A., Haverkamp, R., and Ugalde, J. M. S. (2007). “Aggregation of vertical flow in the vadose zone with auto- and cross- correlated hydraulic properties.” J. Hydrol., 338(1-2), 96-112.
    • (2007) J. Hydrol , vol.338 , Issue.1-2 , pp. 96-112
    • Leij, F.J.1    Sciortino, A.2    Haverkamp, R.3    Ugalde, J.M.S.4
  • 21
    • 85001625445 scopus 로고
    • Statistical methods for engineers
    • Englewood Cliffs, N.J
    • McCuen, R. H. (1985). Statistical methods for engineers, Prentice-Hall, Englewood Cliffs, N.J.
    • (1985) Prentice-Hall
    • McCuen, R.H.1
  • 22
    • 0002576246 scopus 로고
    • Sensitivity and uncertainty analysis using a statistical sample of input values
    • Y. Ronen, CRC, Boca Raton, Fla
    • McKay, M. D. (1988). “Sensitivity and uncertainty analysis using a statistical sample of input values.” Uncertainty analysis, Y. Ronen, ed., CRC, Boca Raton, Fla., 145-186.
    • (1988) Uncertainty Analysis , pp. 145-186
    • McKay, M.D.1
  • 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., Beckman, R. J., and Conover, W. J. (1979). “A comparison of three methods for selecting values of input variables in the analysis of output from a computer code.” Technometrics, 21(2), 239-245.
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 24
    • 0019926821 scopus 로고
    • Global sensitivity analysis-A computational implementation of the Fourier amplitude sensitivity test (FAST)
    • McRae, G. J., Tilden, J. W., and Seinfeld, J. H. (1982). “Global sensitivity analysis-A computational implementation of the Fourier amplitude sensitivity test (FAST).” Comput. Chem. Eng., 6(1), 15-25.
    • (1982) Comput. Chem. Eng , vol.6 , Issue.1 , pp. 15-25
    • McRae, G.J.1    Tilden, J.W.2    Seinfeld, J.H.3
  • 25
    • 0030089388 scopus 로고    scopus 로고
    • Key sources of uncertainty in QUAL2E model of Passaic river
    • Melching, C. S., and Yoon, C. G. (1996). “Key sources of uncertainty in QUAL2E model of Passaic river.” J. Water Resour. Plann. Manage., 122(2), 105-113.
    • (1996) J. Water Resour. Plann. Manage , vol.122 , Issue.2 , pp. 105-113
    • Melching, C.S.1    Yoon, C.G.2
  • 27
    • 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
  • 28
    • 0030746750 scopus 로고    scopus 로고
    • Infiltration from a surface point source and drip irrigation. 2. An approximate time-dependent solution for wet-front position
    • Revol, P., Clothier, B. E., Mailhol, J.-C., and Vauclin, M. (1997). “Infiltration from a surface point source and drip irrigation. 2. An approximate time-dependent solution for wet-front position.” Water Resour. Res., 33(8), 1869-1874.
    • (1997) Water Resour. Res , vol.33 , Issue.8 , pp. 1869-1874
    • Revol, P.1    Clothier, B.E.2    Mailhol, J.-C.3    Vauclin, M.4
  • 29
    • 0031665477 scopus 로고    scopus 로고
    • Comparison of three land-surface schemes with the Fourier amplitude sensitivity test (FAST)
    • Rodriguez-Camino, E., and Avissar, R. (1998). “Comparison of three land-surface schemes with the Fourier amplitude sensitivity test (FAST).” Tellus Series A: Dynamic Meteorology and Oceanography, 50(3), 313-332.
    • (1998) Tellus Series A: Dynamic Meteorology and Oceanography , vol.50 , Issue.3 , pp. 313-332
    • Rodriguez-Camino, E.1    Avissar, R.2
  • 30
    • 0020332124 scopus 로고
    • A univariate versus a multivariate parameter distribution in a stochastic conceptual analysis of unsatur- ated flow
    • Russo, D., and Bresler, E. (1982). “A univariate versus a multivariate parameter distribution in a stochastic conceptual analysis of unsatur- ated flow.” Water Resour. Res., 18, 483-488.
    • (1982) Water Resour. Res , vol.18 , pp. 483-488
    • Russo, D.1    Bresler, E.2
  • 31
    • 0004237770 scopus 로고    scopus 로고
    • Saltelli, A., Chan, K., and Scott, E. M., eds., Wiley, New York
    • Saltelli, A., Chan, K., and Scott, E. M., eds. (2000). Sensitivity analysis, Wiley, New York.
    • (2000) Sensitivity Analysis
  • 32
    • 0033079533 scopus 로고    scopus 로고
    • A quantitative model-independent method for global sensitivity analysis of model output
    • Saltelli, A., Tarantola, S., and Chan, K. P. S. (1999). “A quantitative model-independent method for global sensitivity analysis of model output.” Technometrics, 41, 39-56.
    • (1999) Technometrics , vol.41 , pp. 39-56
    • Saltelli, A.1    Tarantola, S.2    Chan, K.P.S.3
  • 33
    • 0024073343 scopus 로고
    • A test to determine the multivariate normality of a dataset
    • Smith, S. P., and Jain, A. K. (1988). “A test to determine the multivariate normality of a dataset.” IEEE Trans. Pattern Anal. Mach. Intell., 10(5), 757-761.
    • (1988) IEEE Trans. Pattern Anal. Mach. Intell , vol.10 , Issue.5 , pp. 757-761
    • Smith, S.P.1    Jain, A.K.2
  • 34
    • 0842327836 scopus 로고    scopus 로고
    • Scale dependency in spatial patterns of saturated hydraulic conductivity
    • Sobieraj, J. A., Elsenbeer, H., and Cameron, G. (2004). “Scale dependency in spatial patterns of saturated hydraulic conductivity.” Catena, 55, 49-77.
    • (2004) Catena , vol.55 , pp. 49-77
    • Sobieraj, J.A.1    Elsenbeer, H.2    Cameron, G.3
  • 35
    • 0003776426 scopus 로고
    • A primer for the Monte Carlo method
    • Boca Raton, Fla
    • Sobol, I. (1994). A primer for the Monte Carlo method, CRC Press, Boca Raton, Fla.
    • (1994) CRC Press
    • Sobol, I.1
  • 36
    • 33644929516 scopus 로고    scopus 로고
    • Random balance designs for the estimation of first order global sensitivity indices
    • Tarantola, S., Gatelli, D., and Mara, T. A. (2006). “Random balance designs for the estimation of first order global sensitivity indices.” Reliab. Eng. Syst. Saf., 91(6), 717-727.
    • (2006) Reliab. Eng. Syst. Saf , vol.91 , Issue.6 , pp. 717-727
    • Tarantola, S.1    Gatelli, D.2    Mara, T.A.3
  • 37
    • 0035015969 scopus 로고    scopus 로고
    • Uncertainty analysis using corrected first-order approximation method
    • Tyagi, A., and Haan, C. T. (2001). “Uncertainty analysis using corrected first-order approximation method.” Water Resour. Res., 37(6), 1847-1858.
    • (2001) Water Resour. Res , vol.37 , Issue.6 , pp. 1847-1858
    • Tyagi, A.1    Haan, C.T.2
  • 38
    • 33646725682 scopus 로고    scopus 로고
    • A global sensitivity analysis tool for the parameters of multi-variable catchment models
    • van Griensven, A., Meixner, T., Grunwald, S., Bishop, T., Diluzio, M., and Srinivasan, R. (2006). “A global sensitivity analysis tool for the parameters of multi-variable catchment models.” J. Hydrol., 324, 1023.
    • (2006) J. Hydrol , vol.324 , pp. 1023
    • Van Griensven, A.1    Meixner, T.2    Grunwald, S.3    Bishop, T.4    Diluzio, M.5    Srinivasan, R.6
  • 39
    • 33749240572 scopus 로고    scopus 로고
    • Investigation of parameter uncertainty and identifiability of the model WaSiM-ETH
    • Wriedt, G., and Rode, M. (2006). “Investigation of parameter uncertainty and identifiability of the model WaSiM-ETH.” Advances in Geo- sciences, 9, 145-150.
    • (2006) Advances in Geo- Sciences , vol.9 , pp. 145-150
    • Wriedt, G.1    Rode, M.2
  • 40
    • 39749179857 scopus 로고    scopus 로고
    • A general first-order global sensitivity analysis method
    • Xu, C., and Gertner, G. Z. (2008). “A general first-order global sensitivity analysis method.” Reliab. Eng. Syst. Saf., 93, 1060-1071.
    • (2008) Reliab. Eng. Syst. Saf , vol.93 , pp. 1060-1071
    • Xu, C.1    Gertner, G.Z.2
  • 42
    • 85040293115 scopus 로고
    • Probability and statistics in hydrology
    • Littleton, Colo
    • Yevjevich, V. (1972). Probability and statistics in hydrology, Water Resources Publications, Littleton, Colo.
    • (1972) Water Resources Publications
    • Yevjevich, V.1
  • 43
    • 0035794641 scopus 로고    scopus 로고
    • Comparison of uncertainty analysis methods for a distributed rainfall-runoff model
    • Yu, P.-S., Yang, T.-Ch., and Chen, S.-J. (2001). “Comparison of uncertainty analysis methods for a distributed rainfall-runoff model.” J. Hydrol., 244, 43-59.
    • (2001) J. Hydrol , vol.244 , pp. 43-59
    • Yu, P.-S.1    Yang, T.-CH.2    Chen, S.-J.3
  • 44
    • 27644556547 scopus 로고    scopus 로고
    • Scaling relationships between saturated hydraulic conductivity and soil physical properties
    • Zeleke, T. B., and Si, B. C. (2005). “Scaling relationships between saturated hydraulic conductivity and soil physical properties.” Soil Sci. Soc. Am. J., 69, 1691-1702.
    • (2005) Soil Sci. Soc. Am. J , vol.69 , pp. 1691-1702
    • Zeleke, T.B.1    Si, B.C.2
  • 45
    • 0027551648 scopus 로고
    • An approach to estimating uncertainties in modeling transport of solutes through soils
    • Zhang, H., Haan, C. T., and Nofziger, D. L. (1993). “An approach to estimating uncertainties in modeling transport of solutes through soils.” J. Contam. Hydrol., 12(1-2), 35-50.
    • (1993) J. Contam. Hydrol , vol.12 , Issue.1-2 , pp. 35-50
    • Zhang, H.1    Haan, C.T.2    Nofziger, D.L.3
  • 46
    • 77953496071 scopus 로고    scopus 로고
    • Estimating field-scale hydraulic parameters of heterogeneous soils using a combination of parameter scaling and inverse methods
    • Richland, Wash
    • Zhang, Z. F., Ward, A. L., and Gee, G. W. (2002). “Estimating field-scale hydraulic parameters of heterogeneous soils using a combination of parameter scaling and inverse methods.” Rep. No. PNNL-14109, Pacific Northwest National Laboratory, Richland, Wash
    • (2002) Rep. No. PNNL-14109, Pacific Northwest National Laboratory
    • Zhang, Z.F.1    Ward, A.L.2    Gee, G.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.