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Volumn 8, Issue 1, 2009, Pages 158-166

Numerical evaluation of uncertainty in water retention parameters and effect on predictive uncertainty

Author keywords

[No Author keywords available]

Indexed keywords

COVARIANCE ANALYSIS; GAUSSIAN METHOD; HYDRAULIC PROPERTY; MAXIMUM LIKELIHOOD ANALYSIS; MULTIVARIATE ANALYSIS; NUMERICAL MODEL; PERCOLATION; POLLUTANT TRANSPORT; PROBABILITY DENSITY FUNCTION; REPOSITORY; RETENTION; SOIL WATER; TRACER; TRAVEL TIME; UNCERTAINTY ANALYSIS; UNSATURATED FLOW; VADOSE ZONE; WATER TABLE;

EID: 62149135705     PISSN: None     EISSN: 15391663     Source Type: Journal    
DOI: 10.2136/vzj2008.0092     Document Type: Article
Times cited : (20)

References (50)
  • 1
    • 33644630066 scopus 로고    scopus 로고
    • Estimating uncertain flow and transport parameters using a sequential uncertainty fitting procedure
    • Abbaspour, K.C., C.A. Johnson, and M.Th. van Genuchten. 2004. Estimating uncertain flow and transport parameters using a sequential uncertainty fitting procedure. Vadose Zone J. 3:1340-1352.
    • (2004) Vadose Zone J , vol.3 , pp. 1340-1352
    • Abbaspour, K.C.1    Johnson, C.A.2    van Genuchten, M.T.3
  • 2
    • 0036879869 scopus 로고    scopus 로고
    • Infiltration in stratified, heterogeneous soils: Relative importance of parameters and model variations
    • doi:10.1029/2001WR000725
    • Avanidou, T., and E.K. Paleologos. 2002. Infiltration in stratified, heterogeneous soils: Relative importance of parameters and model variations. Water Resour. Res. 38(11):1232, doi:10.1029/2001WR000725.
    • (2002) Water Resour. Res , vol.38 , Issue.11 , pp. 1232
    • Avanidou, T.1    Paleologos, E.K.2
  • 4
    • 35348956532 scopus 로고    scopus 로고
    • Probabilistic unsaturated flow along the textural interface in three capillary barrier models
    • Boateng, D. 2007. Probabilistic unsaturated flow along the textural interface in three capillary barrier models. J. Environ. Eng. 133:1024-1031.
    • (2007) J. Environ. Eng , vol.133 , pp. 1024-1031
    • Boateng, D.1
  • 5
    • 20444365879 scopus 로고    scopus 로고
    • Point and parameter pedotransfer functions for water retention predictions for Danish soils
    • Børgesen, C.D., and M.G. Schaap. 2005. Point and parameter pedotransfer functions for water retention predictions for Danish soils. Geoderma 127:154-167.
    • (2005) Geoderma , vol.127 , pp. 154-167
    • Børgesen, C.D.1    Schaap, M.G.2
  • 6
    • 0003520067 scopus 로고    scopus 로고
    • Bechtel SAIC Company, Rep. MDL-NBS-HS-000014 REV00. Lawrence Berkeley Natl. Lab, Berkeley, CA
    • Bechtel SAIC Company. 2003. Analysis of hydrologic properties data. Rep. MDL-NBS-HS-000014 REV00. Lawrence Berkeley Natl. Lab., Berkeley, CA.
    • (2003) Analysis of hydrologic properties data
  • 7
    • 34247593980 scopus 로고    scopus 로고
    • Bechtel SAIC Company, Rep. MDL-NBS-HS-000006 REV02. Lawrence Berkeley Natl. Lab, Berkeley, CA
    • Bechtel SAIC Company. 2004. UZ flow models and submodels. Rep. MDL-NBS-HS-000006 REV02. Lawrence Berkeley Natl. Lab., Berkeley, CA.
    • (2004) UZ flow models and submodels
  • 8
    • 0022923351 scopus 로고
    • Estimation of aquifer parameters under transient and steady-state conditions: 1. Maximum-likelihood method incorporating prior information
    • Carrera, J., and S.P. Neuman. 1986. Estimation of aquifer parameters under transient and steady-state conditions: 1. Maximum-likelihood method incorporating prior information. Water Resour. Res. 22:199-210.
    • (1986) Water Resour. Res , vol.22 , pp. 199-210
    • Carrera, J.1    Neuman, S.P.2
  • 9
    • 0024249894 scopus 로고
    • Developing joint probability distributions of soil water retention characteristics
    • Carsel, R.F., and R.S. Parrish. 1988. Developing joint probability distributions of soil water retention characteristics. Water Resour. Res. 24:755-769.
    • (1988) Water Resour. Res , vol.24 , pp. 755-769
    • Carsel, R.F.1    Parrish, R.S.2
  • 10
    • 14944366975 scopus 로고    scopus 로고
    • A stochastic analysis of steady state two-phase flow in heterogeneous media
    • doi:10.1029/2004WR003412
    • Chen, M., D. Zhang, A.A. Keller, and Z. Lu. 2005. A stochastic analysis of steady state two-phase flow in heterogeneous media. Water Resour. Res. 41:W01006, doi:10.1029/2004WR003412.
    • (2005) Water Resour. Res , vol.41
    • Chen, M.1    Zhang, D.2    Keller, A.A.3    Lu, Z.4
  • 11
    • 33846617688 scopus 로고    scopus 로고
    • Uncertainty in predicting soil hydraulic properties at the hillslope scale with indirect methods
    • Chirico, G.B., H. Medina, and N. Romano. 2007. Uncertainty in predicting soil hydraulic properties at the hillslope scale with indirect methods. J. Hydrol. 344:405-422.
    • (2007) J. Hydrol , vol.344 , pp. 405-422
    • Chirico, G.B.1    Medina, H.2    Romano, N.3
  • 12
    • 0033849184 scopus 로고    scopus 로고
    • The influence of different methods to derive soil hydraulic properties on the uncertainty of various model outputs of a distributed hydrological model
    • Christiaens, K., and J. Feyen. 2000. The influence of different methods to derive soil hydraulic properties on the uncertainty of various model outputs of a distributed hydrological model. Phys. Chem. Earth B 25:679-683.
    • (2000) Phys. Chem. Earth B , vol.25 , pp. 679-683
    • Christiaens, K.1    Feyen, J.2
  • 13
    • 0035370816 scopus 로고    scopus 로고
    • Analysis of uncertainties associated with different methods to determine soil hydraulic properties and their propagation in the distributed hydrological MIKE SHE model
    • Christiaens, K., and J. Feyen. 2001. Analysis of uncertainties associated with different methods to determine soil hydraulic properties and their propagation in the distributed hydrological MIKE SHE model. J. Hydrol. 246:63-81.
    • (2001) J. Hydrol , vol.246 , pp. 63-81
    • Christiaens, K.1    Feyen, J.2
  • 14
    • 62149143062 scopus 로고    scopus 로고
    • Efron, B., and R.J. Tibshirani. 1993. An introduction to the bootstrap. Monogr. Stat. Appl. Probab. 57. Chapman & Hall, New York.
    • Efron, B., and R.J. Tibshirani. 1993. An introduction to the bootstrap. Monogr. Stat. Appl. Probab. 57. Chapman & Hall, New York.
  • 15
    • 0037395158 scopus 로고    scopus 로고
    • Effect of heterogeneity in fracture permeability on the potential for liquid seepage into a heated emplacement drift of the potential repository
    • Haukwa, C.B., Y.W. Tsang, Y.-S. Wu, and G.S. Bodvarsson. 2003. Effect of heterogeneity in fracture permeability on the potential for liquid seepage into a heated emplacement drift of the potential repository. J. Contam. Hydrol. 62-63:509-527.
    • (2003) J. Contam. Hydrol , vol.62-63 , pp. 509-527
    • Haukwa, C.B.1    Tsang, Y.W.2    Wu, Y.-S.3    Bodvarsson, G.S.4
  • 16
    • 0038476492 scopus 로고    scopus 로고
    • Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems
    • Helton, J.C., and F.J. Davis. 2003. Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems. Reliab. Eng. Syst. Safety 81:23-69.
    • (2003) Reliab. Eng. Syst. Safety , vol.81 , pp. 23-69
    • Helton, J.C.1    Davis, F.J.2
  • 18
    • 0032170667 scopus 로고    scopus 로고
    • Maximum-likelihood estimation of unsaturated hydraulic parameters
    • Hollenbeck, K.J., and K.H. Jensen. 1998. Maximum-likelihood estimation of unsaturated hydraulic parameters. J. Hydrol. 210:192-205.
    • (1998) J. Hydrol , vol.210 , pp. 192-205
    • Hollenbeck, K.J.1    Jensen, K.H.2
  • 19
    • 0034029662 scopus 로고    scopus 로고
    • An inverse model for three-dimensional flow in variably saturated porous media
    • Hughson, D.L., and T.-C. Yeh. 2000. An inverse model for three-dimensional flow in variably saturated porous media. Water Resour. Res. 36:829-840.
    • (2000) Water Resour. Res , vol.36 , pp. 829-840
    • Hughson, D.L.1    Yeh, T.-C.2
  • 20
    • 19744364348 scopus 로고    scopus 로고
    • Stochastic simulations of steady state unsaturated flow in a three-layer, heterogeneous, dual continuum model of fractured rock
    • Illman, W.A., and D.L. Hughson. 2005. Stochastic simulations of steady state unsaturated flow in a three-layer, heterogeneous, dual continuum model of fractured rock. J. Hydrol. 307:17-37.
    • (2005) J. Hydrol , vol.307 , pp. 17-37
    • Illman, W.A.1    Hughson, D.L.2
  • 21
    • 84933516758 scopus 로고
    • A distribution-free approach to inducing rank correlation among input variables
    • Iman, R.L., and W.J. Conover. 1982. A distribution-free approach to inducing rank correlation among input variables. Commun. Stat. Simul. Comput. 11:311-334.
    • (1982) Commun. Stat. Simul. Comput , vol.11 , pp. 311-334
    • Iman, R.L.1    Conover, W.J.2
  • 22
    • 4344680252 scopus 로고    scopus 로고
    • Analytical solutions to steady state unsaturated flow in layered, randomly heterogeneous soils via Kirchhoff transformation
    • Lu, Z., and D. Zhang. 2004. Analytical solutions to steady state unsaturated flow in layered, randomly heterogeneous soils via Kirchhoff transformation. Adv. Water Resour. 27:775-784.
    • (2004) Adv. Water Resour , vol.27 , pp. 775-784
    • Lu, Z.1    Zhang, D.2
  • 23
    • 0029676553 scopus 로고    scopus 로고
    • A stochastic approach to simulate water flow in a macroporous soil
    • Mallants, D., D. Jacques, M. Vanclooster, J. Diels, and J. Feyen. 1996. A stochastic approach to simulate water flow in a macroporous soil. Geoderma 10:299-324.
    • (1996) Geoderma , vol.10 , pp. 299-324
    • Mallants, D.1    Jacques, D.2    Vanclooster, M.3    Diels, J.4    Feyen, J.5
  • 24
    • 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., R.J. Beckman, and W.J. Conover. 1979. A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21:239-245.
    • (1979) Technometrics , vol.21 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 25
    • 62149084583 scopus 로고    scopus 로고
    • Meyer, P.D., M.L. Rockhold, and G.W. Gee. 1997. Uncertainty analysis of infiltration and subsurface flow and transport for SDMP sites. NUREG/CR-6565, PNNL-11705. U.S. Nucl. Regul. Commiss., Office of Nucl. Regul. Res., Washington, DC.
    • Meyer, P.D., M.L. Rockhold, and G.W. Gee. 1997. Uncertainty analysis of infiltration and subsurface flow and transport for SDMP sites. NUREG/CR-6565, PNNL-11705. U.S. Nucl. Regul. Commiss., Office of Nucl. Regul. Res., Washington, DC.
  • 26
    • 18044380547 scopus 로고    scopus 로고
    • Estimating soil hydraulic properties and their uncertainty: The use of stochastic simulation in the inverse modeling of the evaporation method
    • Minasny, B., and D.J. Field. 2005. Estimating soil hydraulic properties and their uncertainty: The use of stochastic simulation in the inverse modeling of the evaporation method. Geoderma 126:277-290.
    • (2005) Geoderma , vol.126 , pp. 277-290
    • Minasny, B.1    Field, D.J.2
  • 28
    • 0027553174 scopus 로고
    • Uncertainty analyses of unsaturated zone travel time at Yucca Mountain
    • Nichols, W.E., and M.D. Freshley. 1993. Uncertainty analyses of unsaturated zone travel time at Yucca Mountain. Ground Water 31:293-301.
    • (1993) Ground Water , vol.31 , pp. 293-301
    • Nichols, W.E.1    Freshley, M.D.2
  • 29
    • 33745431845 scopus 로고    scopus 로고
    • Simulation of solute transport in a heterogeneous vadose zone describing the hydraulic properties using a multistep stochastic approach
    • doi:10.1029/2005WR004580
    • Oliveira, L.I., A.H. Demond, L.M. Abriola, and P. Goovaerts. 2006. Simulation of solute transport in a heterogeneous vadose zone describing the hydraulic properties using a multistep stochastic approach. Water Resour. Res. 42:W05420, doi:10.1029/2005WR004580.
    • (2006) Water Resour. Res , vol.42
    • Oliveira, L.I.1    Demond, A.H.2    Abriola, L.M.3    Goovaerts, P.4
  • 30
    • 33744911628 scopus 로고    scopus 로고
    • Stochastic analysis and prioritization of the influence of parameter uncertainty on the predicted pressure profile in heterogeneous, unsaturated soils
    • Paleologos, E.K., T. Avanidou, and N. Mylopoulos. 2006. Stochastic analysis and prioritization of the influence of parameter uncertainty on the predicted pressure profile in heterogeneous, unsaturated soils. J. Hazard. Mater. 136:137-143.
    • (2006) J. Hazard. Mater , vol.136 , pp. 137-143
    • Paleologos, E.K.1    Avanidou, T.2    Mylopoulos, N.3
  • 32
    • 62149142533 scopus 로고    scopus 로고
    • Pruess, K., C. Oldenburg, and G. Moridis. 1999. TOUGH2 user's guide, version 2.0. LBL-43134. Lawrence Berkeley Natl. Lab., Berkeley, CA.
    • Pruess, K., C. Oldenburg, and G. Moridis. 1999. TOUGH2 user's guide, version 2.0. LBL-43134. Lawrence Berkeley Natl. Lab., Berkeley, CA.
  • 33
    • 0027048237 scopus 로고
    • Statistical analysis of spatial variability in unsaturated flow parameters
    • Russo, D., and M. Bouton. 1992. Statistical analysis of spatial variability in unsaturated flow parameters. Water Resour. Res. 28:1911-1925.
    • (1992) Water Resour. Res , vol.28 , pp. 1911-1925
    • Russo, D.1    Bouton, M.2
  • 34
    • 40549130667 scopus 로고    scopus 로고
    • Russo, D., J. Zaidel, and A. Laufer. 2008. Numerical analysis of solute transport from trickle sources in a combined desert soil-imported soil flow system. Vadose Zone J. 7:53-66 10.2136/vzj2007.0050.
    • Russo, D., J. Zaidel, and A. Laufer. 2008. Numerical analysis of solute transport from trickle sources in a combined desert soil-imported soil flow system. Vadose Zone J. 7:53-66 10.2136/vzj2007.0050.
  • 35
    • 0032474481 scopus 로고    scopus 로고
    • Using neural networks to predict soil water retention and soil hydraulic conuductivity
    • Schaap, M.G., and F.J. Leij. 1998. Using neural networks to predict soil water retention and soil hydraulic conuductivity. Soil Tillage Res. 47:37-42.
    • (1998) Soil Tillage Res , vol.47 , pp. 37-42
    • Schaap, M.G.1    Leij, F.J.2
  • 38
    • 0019057216 scopus 로고
    • A closed-form equation for predicting the hydraulic conductivity of unsaturated soils
    • van Genuchten, M.Th. 1980. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci. Soc. Am. J. 44:892-898.
    • (1980) Soil Sci. Soc. Am. J , vol.44 , pp. 892-898
    • van Genuchten, M.T.1
  • 40
    • 0036852121 scopus 로고    scopus 로고
    • Validity of first-order approximations to describe parameter uncertainty in soil hydrologic models
    • Vrugt, J.A., and W. Bouten. 2002. Validity of first-order approximations to describe parameter uncertainty in soil hydrologic models. Soil Sci. Soc. Am. J. 66:1740-1751.
    • (2002) Soil Sci. Soc. Am. J , vol.66 , pp. 1740-1751
    • Vrugt, J.A.1    Bouten, W.2
  • 41
    • 4544283037 scopus 로고    scopus 로고
    • Simulation of large-scale field infiltration experiments using a hierarchy of models based on public, general, and site data
    • Wang, W., S.P. Neuman, T. Yao, and P.J. Wierenga. 2003. Simulation of large-scale field infiltration experiments using a hierarchy of models based on public, general, and site data. Vadose Zone J. 2:297-312.
    • (2003) Vadose Zone J , vol.2 , pp. 297-312
    • Wang, W.1    Neuman, S.P.2    Yao, T.3    Wierenga, P.J.4
  • 42
    • 62149131560 scopus 로고    scopus 로고
    • Wu, Y.-S., C.F. Ahlers, P. Fraser, A. Simmons, and K. Pruess. 1996. Software qualification of selected TOUGH2 modules. LBNL-39490. Lawrence Berkeley Natl. Lab., Berkeley, CA.
    • Wu, Y.-S., C.F. Ahlers, P. Fraser, A. Simmons, and K. Pruess. 1996. Software qualification of selected TOUGH2 modules. LBNL-39490. Lawrence Berkeley Natl. Lab., Berkeley, CA.
  • 43
    • 33847210541 scopus 로고    scopus 로고
    • A mountain-scale model for characterizing unsaturated flow and transport in fractured tuffs of Yucca Mountain
    • Wu, Y.S., G. Lu, K. Zhang, and G.S. Bodvarsson. 2004. A mountain-scale model for characterizing unsaturated flow and transport in fractured tuffs of Yucca Mountain. Vadose Zone J. 3:796-805.
    • (2004) Vadose Zone J , vol.3 , pp. 796-805
    • Wu, Y.S.1    Lu, G.2    Zhang, K.3    Bodvarsson, G.S.4
  • 44
    • 0027036341 scopus 로고
    • Analysis of measured, predicted, and estimated hydraulic conductivity using the RETC computer program
    • Yates, S.R., M.Th. van Genuchten, A.W. Warwick, and F.J. Leij. 1992. Analysis of measured, predicted, and estimated hydraulic conductivity using the RETC computer program. Soil Sci. Soc. Am. J. 56:347-354.
    • (1992) Soil Sci. Soc. Am. J , vol.56 , pp. 347-354
    • Yates, S.R.1    van Genuchten, M.T.2    Warwick, A.W.3    Leij, F.J.4
  • 45
    • 36649003308 scopus 로고    scopus 로고
    • Simulation of field injection experiments in heterogeneous unsaturated media using cokriging and artificial neural network
    • doi:10.1029/ 2006WR005030
    • Ye, M., R. Khaleel, M.G. Schaap, and J. Zhu. 2007a. Simulation of field injection experiments in heterogeneous unsaturated media using cokriging and artificial neural network. Water Resour. Res. 43:W07413, doi:10.1029/ 2006WR005030.
    • (2007) Water Resour. Res , vol.43
    • Ye, M.1    Khaleel, R.2    Schaap, M.G.3    Zhu, J.4
  • 46
    • 43249109413 scopus 로고    scopus 로고
    • On model selection criteria in multimodel analysis
    • doi:10.1029/2008WR006803
    • Ye, M., P.D. Meyer, and S.P. Neuman. 2008. On model selection criteria in multimodel analysis. Water Resour. Res. 44:W03428, doi:10.1029/2008WR006803.
    • (2008) Water Resour. Res , vol.44
    • Ye, M.1    Meyer, P.D.2    Neuman, S.P.3
  • 47
    • 33750940570 scopus 로고    scopus 로고
    • Assessment of radionuclide transport uncertainty in the unsaturated zone of Yucca Mountain
    • Ye, M., F. Pan, Y.-S. Wu, B.X. Hu, C. Shirley, and Z. Yu. 2007b. Assessment of radionuclide transport uncertainty in the unsaturated zone of Yucca Mountain. Adv. Water Resour. 30:118-134.
    • (2007) Adv. Water Resour , vol.30 , pp. 118-134
    • Ye, M.1    Pan, F.2    Wu, Y.-S.3    Hu, B.X.4    Shirley, C.5    Yu, Z.6
  • 48
    • 0030497602 scopus 로고    scopus 로고
    • A geostatistical inverse method for variably saturated flow in the vadose zone
    • Yeh, T.-C.J., and J. Zhang. 1996. A geostatistical inverse method for variably saturated flow in the vadose zone. Water Resour. Res. 32:2757-2766.
    • (1996) Water Resour. Res , vol.32 , pp. 2757-2766
    • Yeh, T.-C.J.1    Zhang, J.2
  • 49
    • 34247573138 scopus 로고    scopus 로고
    • Sensitivity analysis of hydrological parameters in modeling flow and transport in the unsaturated zone of Yucca Mountain, Nevada, USA
    • Zhang, K., Y.-S. Wu, and J.E. Houseworth. 2006. Sensitivity analysis of hydrological parameters in modeling flow and transport in the unsaturated zone of Yucca Mountain, Nevada, USA. Hydrogeol. J. 14:1599-1619.
    • (2006) Hydrogeol. J , vol.14 , pp. 1599-1619
    • Zhang, K.1    Wu, Y.-S.2    Houseworth, J.E.3
  • 50
    • 0037210295 scopus 로고    scopus 로고
    • Flow and transport in unsaturated fractured rock: Effects of multiscale heterogeneity of hydrogeologic properties
    • Zhou, Q., H.H. Liu, G.S. Bodvarsson, and C.M. Oldenburg. 2003. Flow and transport in unsaturated fractured rock: Effects of multiscale heterogeneity of hydrogeologic properties. J. Contam. Hydrol. 60:1-30.
    • (2003) J. Contam. Hydrol , vol.60 , pp. 1-30
    • Zhou, Q.1    Liu, H.H.2    Bodvarsson, G.S.3    Oldenburg, C.M.4


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