메뉴 건너뛰기




Volumn 72, Issue 12, 2014, Pages 4935-4956

Multiobjective parameter estimation of hydraulic properties for a sandy soil in Oman

Author keywords

Inverse modeling; Multiobjective parameter estimation; Pareto analysis; Simplified multistep outflow; Soil hydraulic properties

Indexed keywords

AGRICULTURAL ROBOTS; COMMERCE; ECONOMIC AND SOCIAL EFFECTS; HYDRAULIC CONDUCTIVITY; INVERSE PROBLEMS; PARAMETER ESTIMATION; PARTICLE SIZE; PARTICLE SIZE ANALYSIS; SAND; SOILS; SOLUTE TRANSPORT;

EID: 84912049321     PISSN: 18666280     EISSN: 18666299     Source Type: Journal    
DOI: 10.1007/s12665-014-3537-6     Document Type: Article
Times cited : (18)

References (65)
  • 1
    • 0027332340 scopus 로고
    • Soome physical and chemical characteristics of the batinah soils
    • Abdelrahman H, Lepiece A, Macalinga V (1993) Soome physical and chemical characteristics of the batinah soils. Commun Soil Sci Plant Anal 24(17&18):2293–2305
    • (1993) Commun Soil Sci Plant Anal , vol.24 , Issue.17-18 , pp. 2293-2305
    • Abdelrahman, H.1    Lepiece, A.2    Macalinga, V.3
  • 2
    • 84887776424 scopus 로고    scopus 로고
    • Conceptual and parametric representation of soil hydraulic properties: a review
    • Assouline S, Or D (2013) Conceptual and parametric representation of soil hydraulic properties: a review. Vadose Zone J 12(4):1–20
    • (2013) Vadose Zone J , vol.12 , Issue.4 , pp. 1-20
    • Assouline, S.1    Or, D.2
  • 3
    • 84912031973 scopus 로고    scopus 로고
    • A manifesto for the equafinality thesis
    • Beven K (2006) A manifesto for the equafinality thesis. J Hydrol 320:18–36
    • (2006) J Hydrol , vol.320 , pp. 18-36
    • Beven, K.1
  • 4
    • 19044378436 scopus 로고    scopus 로고
    • Inverse estimation of the unsaturated soil hydraulic properties from column outflow experiments using free-form parameterizations
    • Bitterlich S, Durner W, Iden SC, Knabner P (2004) Inverse estimation of the unsaturated soil hydraulic properties from column outflow experiments using free-form parameterizations. Vadose 3:971–981
    • (2004) Vadose , vol.3 , pp. 971-981
    • Bitterlich, S.1    Durner, W.2    Iden, S.C.3    Knabner, P.4
  • 5
    • 0025585761 scopus 로고
    • A general mass-conservative numerical solution for the unsaturated flow equation
    • Celia MA, Bouloutas ET, Zarba RL (1990) A general mass-conservative numerical solution for the unsaturated flow equation. Water Resour Res 26(7):1483–1496. doi:10.1029/WR026i007p01483
    • (1990) Water Resour Res , vol.26 , Issue.7 , pp. 1483-1496
    • Celia, M.A.1    Bouloutas, E.T.2    Zarba, R.L.3
  • 6
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: Nsga-ii
    • Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: Nsga-ii. Evol Comput IEEE Trans 6(2):182–197. doi:10.1109/4235.996017
    • (2002) Evol Comput IEEE Trans , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 7
    • 84869456028 scopus 로고    scopus 로고
    • Dynamic nonequilibrium of water flow in porous media: A review
    • Diamantopoulos E, Durner W (2012) Dynamic nonequilibrium of water flow in porous media: A review. Vadose Zone J 11(3). doi:10.2136/vzj2011.0197
    • (2012) Vadose Zone J , vol.11 , Issue.3
    • Diamantopoulos, E.1    Durner, W.2
  • 8
    • 84858010950 scopus 로고    scopus 로고
    • Inverse modeling of dynamic nonequilibrium in water flow with an effective approach
    • Diamantopoulos E, Iden SC, Durner W (2012) Inverse modeling of dynamic nonequilibrium in water flow with an effective approach, Water Resour Res, 48(3):W03503. doi:10.1029/2011WR010717.
    • (2012) Water Resour Res , vol.48 , Issue.3 , pp. W03503
    • Diamantopoulos, E.1    Iden, S.C.2    Durner, W.3
  • 9
    • 0025509540 scopus 로고
    • A comparison of four field methods for measuring saturated hydraulic conductivity
    • Dorsey JD, Ward AD, Fausey NR, Bair E (1992) A comparison of four field methods for measuring saturated hydraulic conductivity. Trans Am Soc Agric Eng 33:1925–1931
    • (1992) Trans Am Soc Agric Eng , vol.33 , pp. 1925-1931
    • Dorsey, J.D.1    Ward, A.D.2    Fausey, N.R.3    Bair, E.4
  • 10
    • 80052043197 scopus 로고    scopus 로고
    • Extended multistep outflow method for the accurate determination of soil hydraulic properties near water saturation
    • Durner W, Iden SC (2011) Extended multistep outflow method for the accurate determination of soil hydraulic properties near water saturation, Water Resour Res 47(8):W08526. doi:10.1029/2011WR010632
    • (2011) Water Resour Res , vol.47 , Issue.8 , pp. W08526
    • Durner, W.1    Iden, S.C.2
  • 11
    • 0027843468 scopus 로고
    • Optimization of hydraulic functions from transient outflow and soil water pressure data
    • Eching SO, Hopmans JW (1993) Optimization of hydraulic functions from transient outflow and soil water pressure data. Soil Sci Soc Am J 57(5):1167–1175
    • (1993) Soil Sci Soc Am J , vol.57 , Issue.5 , pp. 1167-1175
    • Eching, S.O.1    Hopmans, J.W.2
  • 12
    • 0028668262 scopus 로고
    • Unsaturated hydraulic conductivity from transient multistep outflow and soil water pressure data
    • Eching SO, Hopmans JW, Wendroth O (1994) Unsaturated hydraulic conductivity from transient multistep outflow and soil water pressure data. Soil Sci Soc Am J 58(3):687–695
    • (1994) Soil Sci Soc Am J , vol.58 , Issue.3 , pp. 687-695
    • Eching, S.O.1    Hopmans, J.W.2    Wendroth, O.3
  • 13
    • 77958533797 scopus 로고    scopus 로고
    • One decade of multi-objective calibration approaches in hydrological modelling: a review
    • Efstratiadis A, Koutsoyiannis D (2010) One decade of multi-objective calibration approaches in hydrological modelling: a review. Hydrol S 55:58–78
    • (2010) Hydrol S , vol.55 , pp. 58-78
    • Efstratiadis, A.1    Koutsoyiannis, D.2
  • 14
    • 0025433765 scopus 로고
    • Deficit irrigation: 1. analytical framework
    • English M (1990) Deficit irrigation: 1. analytical framework. J Irrig Drain Eng 116(3):399–412
    • (1990) J Irrig Drain Eng , vol.116 , Issue.3 , pp. 399-412
    • English, M.1
  • 15
    • 0001724246 scopus 로고
    • Calculation of capillary conductivity from pressure plate outflow data1
    • Gardner WR (1956) Calculation of capillary conductivity from pressure plate outflow data1. Soil Sci Soc Am J 20(3):317–320
    • (1956) Soil Sci Soc Am J , vol.20 , Issue.3 , pp. 317-320
    • Gardner, W.R.1
  • 16
    • 84856957416 scopus 로고    scopus 로고
    • Towards an integrated arid zone water management using simulation based optimisation
    • Grundmann J, Schütze N, Schmitz GH, Al-Shaqsi S (2012) Towards an integrated arid zone water management using simulation based optimisation. Environ Earth Sci 65(5):1381–1394
    • (2012) Environ Earth Sci , vol.65 , Issue.5 , pp. 1381-1394
    • Grundmann, J.1    Schütze, N.2    Schmitz, G.H.3    Al-Shaqsi, S.4
  • 17
    • 0031922634 scopus 로고    scopus 로고
    • Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information
    • Gupta HV, Sorooshian S, Yapo PO (1998) Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information. Water Resour Res 34(4):751–763. doi:10.1029/97WR03495
    • (1998) Water Resour Res , vol.34 , Issue.4 , pp. 751-763
    • Gupta, H.V.1    Sorooshian, S.2    Yapo, P.O.3
  • 18
    • 1842276284 scopus 로고
    • Determining effective soil water diffusivities from one-step outflow experiments1
    • Gupta SC, Farrell DA, Larson WE (1974) Determining effective soil water diffusivities from one-step outflow experiments1. Soil Sci Soc Am J 38(5):710–716
    • (1974) Soil Sci Soc Am J , vol.38 , Issue.5 , pp. 710-716
    • Gupta, S.C.1    Farrell, D.A.2    Larson, W.E.3
  • 19
    • 0038563932 scopus 로고    scopus 로고
    • An adaptive metropolis algorithm
    • Haario H, Saksman E, Tamminen J (2001) An adaptive metropolis algorithm. Bernoulli 7(2):223–242
    • (2001) Bernoulli , vol.7 , Issue.2 , pp. 223-242
    • Haario, H.1    Saksman, E.2    Tamminen, J.3
  • 20
    • 0027073944 scopus 로고
    • X-ray tomography of soil water distribution in one-step outflow experiments
    • Hopmanns JW, Vogel T, Koblik PD (1992) X-ray tomography of soil water distribution in one-step outflow experiments. Soil Sci Soc Am J 56:355–362
    • (1992) Soil Sci Soc Am J , vol.56 , pp. 355-362
    • Hopmanns, J.W.1    Vogel, T.2    Koblik, P.D.3
  • 23
    • 36649006457 scopus 로고    scopus 로고
    • Free-form estimation of the unsaturated soil hydraulic properties by inverse modeling using global optimization, Water Resour Res, 43(7), n/a-n/a
    • Iden SC, Durner W (2007) Free-form estimation of the unsaturated soil hydraulic properties by inverse modeling using global optimization, Water Resour Res, 43(7), n/a-n/a. doi:10.1029/2006WR005845
    • (2007) doi:10.1029/2006WR005845
    • Iden, S.C.1    Durner, W.2
  • 24
    • 34248329499 scopus 로고    scopus 로고
    • A review of non-equilibrium water flow and solute transport in soil macropores: principles, controlling factors and consequences for water quality
    • Jarvis NJ (2007) A review of non-equilibrium water flow and solute transport in soil macropores: principles, controlling factors and consequences for water quality. Eur J Soil Sci 58:523–546
    • (2007) Eur J Soil Sci , vol.58 , pp. 523-546
    • Jarvis, N.J.1
  • 26
    • 84911999498 scopus 로고    scopus 로고
    • Investigation of optimal deficit irrigation strategies combining svat-modeling and experiments
    • Kloss S, Grundmann J, Schütze N, Werisch S, Trümmer J, Schmidthalter U (this Issue), this issue, XX–XX
    • Kloss S, Grundmann J, Schütze N, Werisch S, Trümmer J, Schmidthalter U (this Issue), Investigation of optimal deficit irrigation strategies combining svat-modeling and experiments., Environ Earth Sci, this issue, XX–XX.
    • Environ Earth Sci
  • 27
    • 84876915686 scopus 로고    scopus 로고
    • Robust multi-objective calibration strategies—possibilities for improving flood forecasting
    • Krauße T, Cullmann J, Saile P, Schmitz GH (2012) Robust multi-objective calibration strategies - possibilities for improving flood forecasting. Hydrol Earth Syst Sci 16:3579–3606
    • (2012) Hydrol Earth Syst Sci , vol.16 , pp. 3579-3606
    • Krauße, T.1    Cullmann, J.2    Saile, P.3    Schmitz, G.H.4
  • 28
    • 77957749928 scopus 로고    scopus 로고
    • How efficient are one-dimensional models to reproduce the hydrodynamic behavior of structured soils subjected to multi-step outflow experiments?
    • Laloy E, Weynants M, Bielders CL, Vanclooster M, Javaux M (2010) How efficient are one-dimensional models to reproduce the hydrodynamic behavior of structured soils subjected to multi-step outflow experiments? J Hydrol 393:37–52
    • (2010) J Hydrol , vol.393 , pp. 37-52
    • Laloy, E.1    Weynants, M.2    Bielders, C.L.3    Vanclooster, M.4    Javaux, M.5
  • 30
    • 0028668258 scopus 로고
    • Comparison of saturated hydraulic conductivity measurement for a glacial-till soil
    • Mohanty BP, Kanwar RS, Everts CJ (1994) Comparison of saturated hydraulic conductivity measurement for a glacial-till soil. Soil Sci Soc Am J 58:672–677
    • (1994) Soil Sci Soc Am J , vol.58 , pp. 672-677
    • Mohanty, B.P.1    Kanwar, R.S.2    Everts, C.J.3
  • 31
    • 0016961814 scopus 로고
    • A new model for predicting the hydraulic conductivity of unsaturated porous media
    • Mualem Y (1976) A new model for predicting the hydraulic conductivity of unsaturated porous media. Water Resour Res 12(3):513–522. doi:10.1029/WR012i003p00513
    • (1976) Water Resour Res , vol.12 , Issue.3 , pp. 513-522
    • Mualem, Y.1
  • 32
    • 83155192500 scopus 로고    scopus 로고
    • Simplified multistep outflow method to estimate unsaturated hydraulic functions for coarse-textured soils
    • Nasta P, Huynh S, Hopmans JW (2011) Simplified multistep outflow method to estimate unsaturated hydraulic functions for coarse-textured soils. Soil Sci Soc Am J 75(2):418–425
    • (2011) Soil Sci Soc Am J , vol.75 , Issue.2 , pp. 418-425
    • Nasta, P.1    Huynh, S.2    Hopmans, J.W.3
  • 33
    • 0022766334 scopus 로고
    • Water flow and solute transport processes in the unsaturated zone
    • Nielsen DR, van Genuchten MT, Biggar JW (1986) Water flow and solute transport processes in the unsaturated zone. Water Resour Res 22:895–1085
    • (1986) Water Resour Res , vol.22 , pp. 895-1085
    • Nielsen, D.R.1    van Genuchten, M.T.2    Biggar, J.W.3
  • 34
    • 80052837735 scopus 로고    scopus 로고
    • Consistent parameter constraints for soil hydraulic functions
    • Peters A, Durner W, Wessolek G (2011) Consistent parameter constraints for soil hydraulic functions. Adv Water Resour 34:1352–1365
    • (2011) Adv Water Resour , vol.34 , pp. 1352-1365
    • Peters, A.1    Durner, W.2    Wessolek, G.3
  • 36
    • 79960190275 scopus 로고    scopus 로고
    • Analysis of the agreement of soil hydraulic properties obtained from multistep-outflow and evaporation methods
    • Schelle H, Iden S, Peters A, Durner W (2010) Analysis of the agreement of soil hydraulic properties obtained from multistep-outflow and evaporation methods. Vadose Zone J 9:1080–1091
    • (2010) Vadose Zone J , vol.9 , pp. 1080-1091
    • Schelle, H.1    Iden, S.2    Peters, A.3    Durner, W.4
  • 37
    • 80052056266 scopus 로고    scopus 로고
    • Combined transient method for determining soil hydraulic properties in a wide pressure head range
    • Schelle H, Iden SC, Durner W (2011) Combined transient method for determining soil hydraulic properties in a wide pressure head range. Soil Sci Soc Am J 75(5):1681–1693
    • (2011) Soil Sci Soc Am J , vol.75 , Issue.5 , pp. 1681-1693
    • Schelle, H.1    Iden, S.C.2    Durner, W.3
  • 38
    • 24344501320 scopus 로고    scopus 로고
    • Multi-criteria optimization of a regional spatially-distributed subsurface water flow model
    • Schoups G, Hopmanns J, Young CA, Vrugt JA, Wallander WW (2005) Multi-criteria optimization of a regional spatially-distributed subsurface water flow model. J Hydrol 311:20–48
    • (2005) J Hydrol , vol.311 , pp. 20-48
    • Schoups, G.1    Hopmanns, J.2    Young, C.A.3    Vrugt, J.A.4    Wallander, W.W.5
  • 39
    • 78449241298 scopus 로고    scopus 로고
    • Occasion: a new planning tool for optimal climate change adaption strategies in irrigation
    • Schütze N, Schmitz GH (2010) Occasion: a new planning tool for optimal climate change adaption strategies in irrigation. J Irrig Drain Eng 136(12):836–846
    • (2010) J Irrig Drain Eng , vol.136 , Issue.12 , pp. 836-846
    • Schütze, N.1    Schmitz, G.H.2
  • 40
    • 0032474560 scopus 로고    scopus 로고
    • Parameter estimation of unsaturated soil hydraulic properties from transient flow processes
    • Šim$$\dot{\rm u }$$u˙nek J, van Genuchten MT, Gribb MM, Hopmanns JW (1998) Parameter estimation of unsaturated soil hydraulic properties from transient flow processes. Soil Tillage Res 47:27–36
    • (1998) Soil Tillage Res , vol.47 , pp. 27-36
    • Šimu̇nek, J.1    van Genuchten, M.T.2    Gribb, M.M.3    Hopmanns, J.W.4
  • 41
    • 51849113294 scopus 로고    scopus 로고
    • The hydrus-1d software package for simulating the movement of water, heat, and multiple solutes in variably saturated media, Hydrus Software Series 3
    • Šim$$\dot{\rm u }$$u˙nek J, Šejna M, Saito H, Sakai M, van Genuchten MT (2013) The hydrus-1d software package for simulating the movement of water, heat, and multiple solutes in variably saturated media, Hydrus Software Series 3. Version 4:16
    • (2013) Version , vol.4 , pp. 16
  • 42
    • 67149123651 scopus 로고    scopus 로고
    • Untangling diffusion from advection in unsaturated porous media: Experimental data, modeling, and parameter uncertainty
    • Stauffer PH, Vrugt JA, Turin H, Gable CW, Soll WE (2009) Untangling diffusion from advection in unsaturated porous media: Experimental data, modeling, and parameter uncertainty. Vadose Zone J 8:510–522
    • (2009) Vadose Zone J , vol.8 , pp. 510-522
    • Stauffer, P.H.1    Vrugt, J.A.2    Turin, H.3    Gable, C.W.4    Soll, W.E.5
  • 43
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution: a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R, Price K (1997) Differential evolution: A simple and efficient heuristic for global optimization over continuous spaces. J Global Optim 11(4):341–359. doi:10.1023/A:1008202821328
    • (1997) J Global Optim , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 45
    • 0027101422 scopus 로고
    • Inverse method for determining soil hydraulic functions from one-step outflow experiments
    • van Dam JC, Stricker JNM, Droogers P (1992) Inverse method for determining soil hydraulic functions from one-step outflow experiments. Soil Sci Soc Am J 56(4):1042–1050
    • (1992) Soil Sci Soc Am J , vol.56 , Issue.4 , pp. 1042-1050
    • van Dam, J.C.1    Stricker, J.N.M.2    Droogers, P.3
  • 46
    • 0028594409 scopus 로고
    • Inverse method to determine soil hydraulic functions from multistep outflow experiments
    • van Dam JC, Stricker JNM, Droogers P (1994) Inverse method to determine soil hydraulic functions from multistep outflow experiments. Soil Sci Soc Am J 58(3):647–652
    • (1994) Soil Sci Soc Am J , vol.58 , Issue.3 , pp. 647-652
    • van Dam, J.C.1    Stricker, J.N.M.2    Droogers, P.3
  • 47
    • 0019057216 scopus 로고
    • A closed-form equation for predicting the hydraulic conductivity of unsaturated soils
    • van Genuchten MT (1980) A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci Am J 44:892–898
    • (1980) Soil Sci Am J , vol.44 , pp. 892-898
    • van Genuchten, M.T.1
  • 48
    • 0004210424 scopus 로고
    • Calculating the unsaturated hydraulic conductivity with a new, closed-form analytical model, Tech. rep., Research Report 78-WR-08, Water Resources Program, Dep
    • Princeton Univ., Princeton, NJ:
    • van Genuchten R (1978) Calculating the unsaturated hydraulic conductivity with a new, closed-form analytical model, Tech. rep., Research Report 78-WR-08, Water Resources Program, Dep. of Civil Engineering, Princeton Univ., Princeton, NJ
    • (1978) of Civil Engineering
    • van Genuchten, R.1
  • 49
    • 33846489175 scopus 로고    scopus 로고
    • Improved evolutionary optimization from genetically adaptive multimehtod search
    • Vrugt J, Robinson B (2007) Improved evolutionary optimization from genetically adaptive multimehtod search. Proc Natl Acad Sci USA (PNAS) 104(3):708–711
    • (2007) Proc Natl Acad Sci USA (PNAS) , vol.104 , Issue.3 , pp. 708-711
    • Vrugt, J.1    Robinson, B.2
  • 50
    • 1542442237 scopus 로고    scopus 로고
    • Effective and efficient algorithm for multiobjective optimization of hydrologic models
    • Vrugt J, Gupta HV, Bastidas LA, Bouten W, Sorooshian S (2003a), Effective and efficient algorithm for multiobjective optimization of hydrologic models, Water Resour Res, 39(8):1214. doi:10.1029/2002WR001746
    • (2003) Water Resour Res , vol.39 , Issue.8 , pp. 1214
    • Vrugt, J.1    Gupta, H.V.2    Bastidas, L.A.3    Bouten, W.4    Sorooshian, S.5
  • 51
    • 44949177443 scopus 로고    scopus 로고
    • Inverse modelling of subsurface flow and transport properties: A review with new developments
    • Vrugt J, Stauffer P, Wöhling T, Robinson B, Vesselinov V (2008) Inverse modelling of subsurface flow and transport properties: A review with new developments. Vadose Zone J 7:843–864
    • (2008) Vadose Zone J , vol.7 , pp. 843-864
    • Vrugt, J.1    Stauffer, P.2    Wöhling, T.3    Robinson, B.4    Vesselinov, V.5
  • 52
    • 67149144879 scopus 로고    scopus 로고
    • Self-adaptive multimethod search for global optimization in real-parameter spaces
    • Vrugt J, Robinson B, Hyman J (2009) Self-adaptive multimethod search for global optimization in real-parameter spaces. IEEE Trans Evol Comput 13:243–259
    • (2009) IEEE Trans Evol Comput , vol.13 , pp. 243-259
    • Vrugt, J.1    Robinson, B.2    Hyman, J.3
  • 53
    • 0036852121 scopus 로고    scopus 로고
    • Validity of first-order approximations to describe parameter uncertainty in soil hydrologic models
    • Vrugt JA, Bouten W (2002) Validity of first-order approximations to describe parameter uncertainty in soil hydrologic models. Soil Sci Soc Am J 66(6):1740–1751
    • (2002) Soil Sci Soc Am J , vol.66 , Issue.6 , pp. 1740-1751
    • Vrugt, J.A.1    Bouten, W.2
  • 54
    • 0035101623 scopus 로고    scopus 로고
    • Information content of data for identifying soil hydraulic parameters from outflow experiments, Soil Sci
    • Vrugt JA, Bouten W, Weerts AH (2001) Information content of data for identifying soil hydraulic parameters from outflow experiments, Soil Sci Soc Am J 65:19–27
    • (2001) Soc Am J , vol.65 , pp. 19-27
    • Vrugt, J.A.1    Bouten, W.2    Weerts, A.H.3
  • 55
    • 3242709992 scopus 로고    scopus 로고
    • Toward improved identifiability of soil hydraulic parameters: On the selection of a suitable parametric model
    • Vrugt JA, Bouten W, Gupta HV, Hopmans JW (2003b) Toward improved identifiability of soil hydraulic parameters: On the selection of a suitable parametric model. Vadose Zone J 2:98–113
    • (2003) Vadose Zone J , vol.2 , pp. 98-113
    • Vrugt, J.A.1    Bouten, W.2    Gupta, H.V.3    Hopmans, J.W.4
  • 56
    • 84869447111 scopus 로고    scopus 로고
    • Conductivity and hydraulic nonequilibrium across drainage and infiltration fronts
    • Weller U, Vogel H-J (2012) Conductivity and hydraulic nonequilibrium across drainage and infiltration fronts, Gsvadzone 11(3). doi:10.2136/vzj2011.0134
    • (2012) Gsvadzone , vol.11 , Issue.3
    • Weller, U.1    Vogel, H.-J.2
  • 57
    • 79960123608 scopus 로고    scopus 로고
    • Direct measurement of unsaturated conductivity including hydraulic nonequilibrium and hysteresis
    • Weller U, Ippisch O, Köhne M, Vogel H-J (2011) Direct measurement of unsaturated conductivity including hydraulic nonequilibrium and hysteresis. Vadose Zone J 10(2):654–661
    • (2011) Vadose Zone J , vol.10 , Issue.2 , pp. 654-661
    • Weller, U.1    Ippisch, O.2    Köhne, M.3    Vogel, H.-J.4
  • 58
    • 0035109062 scopus 로고    scopus 로고
    • Flow rate dependence of soil hydraulic characteristics
    • Wildenschild D, Hopmans J, Šim$$\dot{\rm u }$$u˙nek J (2001) Flow rate dependence of soil hydraulic characteristics. Soil Sci Am J 65:35–48
    • (2001) Soil Sci Am J , vol.65 , pp. 35-48
    • Wildenschild, D.1    Hopmans, J.2    Šimu̇nek, J.3
  • 59
    • 79952028458 scopus 로고    scopus 로고
    • Multiresponse multilayer vadose zone model calibration using markov chain monte carlo simulation and field water retention data
    • Wöhling T, Vrugt J (2011) Multiresponse multilayer vadose zone model calibration using markov chain monte carlo simulation and field water retention data. Water Resour Res 47:1–19
    • (2011) Water Resour Res , vol.47 , pp. 1-19
    • Wöhling, T.1    Vrugt, J.2
  • 60
    • 40849094690 scopus 로고    scopus 로고
    • Comparison of three multiobjective optimzation algorithms for inverse modeling of vadose zone hydraulic properties
    • Wöhling T, Vrugt JA, Barkle GF (2008) Comparison of three multiobjective optimization algorithms for inverse modeling of vadose zone hydraulic properties. Soil Sci Soc Am J 72:305–319
    • (2008) Soil Sci Soc Am J , vol.72 , pp. 305-319
    • Wöhling, T.1    Vrugt, J.A.2    Barkle, G.F.3
  • 62
    • 84886746757 scopus 로고    scopus 로고
    • Towards optimizing experiments for maximum-conficence model selection between different soil-plant models
    • Wöhling T, Geiges A, Nowak W, Gayler S, Högy P, Wizemann HD (2013a) Towards optimizing experiments for maximum-conficence model selection between different soil–plant models. Procedia Environ Sci 19:514–523
    • (2013) Procedia Environ Sci , vol.19 , pp. 514-523
    • Wöhling, T.1    Geiges, A.2    Nowak, W.3    Gayler, S.4    Högy, P.5    Wizemann, H.D.6
  • 63
    • 84876891076 scopus 로고    scopus 로고
    • Evaluating multiple performance criteria to calibrate the distributed hydrological model of the upper neckar catchment
    • Wöhling T, Samaniego L, Kumar R (2013b) Evaluating multiple performance criteria to calibrate the distributed hydrological model of the upper neckar catchment. Environ Earth Sci 69(2):453–468. doi:10.1007/s12665-013-2306-2
    • (2013) Environ Earth Sci , vol.69 , Issue.2 , pp. 453-468
    • Wöhling, T.1    Samaniego, L.2    Kumar, R.3
  • 64
    • 84896725758 scopus 로고    scopus 로고
    • Multiresponse, multiobjective calibration as a diagnostic tool to compare accuracy and structural limitations of five coupled soil-plant models and clm3.5
    • Wöhling T et al (2013c) Multiresponse, multiobjective calibration as a diagnostic tool to compare accuracy and structural limitations of five coupled soil–plant models and clm3.5. Water Resour Res 49:1–22
    • (2013) Water Resour Res , vol.49 , pp. 1-22
    • Wöhling, T.1
  • 65
    • 0032579570 scopus 로고    scopus 로고
    • Multi-objective global optimization for hydrologic models
    • Yapo PO, Gupta HV, Sorooshian S (1998) Multi-objective global optimization for hydrologic models. J Hydrol 204:83–97
    • (1998) J Hydrol , vol.204 , pp. 83-97
    • Yapo, P.O.1    Gupta, H.V.2    Sorooshian, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.