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Volumn 24, Issue 9, 2010, Pages 1133-1148

Sensitivity and identifiability of stream flow generation parameters of the SWAT model

Author keywords

Global sensitivity analysis; Identifiability analysis; Sobol' Method; SWAT

Indexed keywords

CALIBRATION PROCESS; EQUIFINALITY; FLOW REGIMES; GLOBAL SENSITIVITY ANALYSIS; HIGH FLOW; IDENTIFIABILITY; IDENTIFIABILITY ANALYSIS; MODEL PARAMETERS; MULTI-CRITERIA APPROACH; SENSITIVITY OF PARAMETERS; SOIL AND WATER ASSESSMENT TOOL; STREAM FLOW GENERATION; SWAT MODEL; TEMPORAL SCALE;

EID: 77953658273     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.7568     Document Type: Article
Times cited : (235)

References (57)
  • 2
    • 34547173640 scopus 로고    scopus 로고
    • Multiobjective sensitivity analysis of sediment and nitrogen processes with a watershed model
    • DOI: 10.1029/2006WR005463
    • Arabi M, Govindaraju RS, Engel B, Hantush M. 2007. Multiobjective sensitivity analysis of sediment and nitrogen processes with a watershed model. Water Resources Research 43(6): W06409, DOI: 10.1029/2006WR005463
    • (2007) Water Resources Research , vol.43 , Issue.6
    • Arabi, M.1    Govindaraju, R.S.2    Engel, B.3    Hantush, M.4
  • 3
  • 4
    • 14244253011 scopus 로고    scopus 로고
    • SWAT 2000 current capabilities and research opportunities in applied watershed modeling
    • Arnold JG, Fohrer N. 2005. SWAT 2000: current capabilities and research opportunities in applied watershed modeling. Hydrological Processes 19(3): 563-572.
    • (2005) Hydrological Processes , vol.19 , Issue.3 , pp. 563-572
    • Arnold, J.G.1    Fohrer, N.2
  • 5
    • 0034737008 scopus 로고    scopus 로고
    • Regional estimation of base flow and groundwater recharge in the upper Mississippi basin
    • Arnold JG, Muttiah RS, Srinivasan R, Allen PM. 2000. Regional estimation of base flow and groundwater recharge in the upper Mississippi basin. Journal of Hydrology 227(1-4): 21-40.
    • (2000) Journal of Hydrology , vol.227 , Issue.1-4 , pp. 21-40
    • Arnold, J.G.1    Muttiah, R.S.2    Srinivasan, R.3    Allen, P.M.4
  • 7
    • 0027009437 scopus 로고
    • The future of distributed models: model calibration and uncertainty prediction
    • Beven KJ, Binley A. 1992. The future of distributed models: model calibration and uncertainty prediction. Hydrological Processes 6: 279-298.
    • (1992) Hydrological Processes , vol.6 , pp. 279-298
    • Beven, K.J.1    Binley, A.2
  • 10
    • 44449099664 scopus 로고    scopus 로고
    • Multi-method global sensitivity analysis (MMGSA) for modelling floodplain
    • Cloke HL, Pappenberger F, Renaud JP. 2008. Multi-method global sensitivity analysis (MMGSA) for modelling floodplain. Hydrological processes 22(11): 1660-1674. http://dx.doi.org/10.1002/hyp.6734.
    • (2008) Hydrological processes , vol.22 , Issue.11 , pp. 1660-1674
    • Cloke, H.L.1    Pappenberger, F.2    Renaud, J.P.3
  • 11
    • 34547125957 scopus 로고    scopus 로고
    • Automatic calibration of hydrologic models with multi-objective evolutionary algorithm and pareto optimization
    • Confesor RB, Whittaker GW. 2007. Automatic calibration of hydrologic models with multi-objective evolutionary algorithm and pareto optimization. Journal of the American Water Resources Association 43(4): 981-989.
    • (2007) Journal of the American Water Resources Association , vol.43 , Issue.4 , pp. 981-989
    • Confesor, R.B.1    Whittaker, G.W.2
  • 13
    • 34548094947 scopus 로고    scopus 로고
    • Monte Carlo sensitivity analysis of land surface parameters using the Variable Infiltration Capacity model
    • Demaria EM, Njissen B, Wagener T. 2007. Monte Carlo sensitivity analysis of land surface parameters using the Variable Infiltration Capacity model. Journal of Geophysical Research 112: D11113.
    • (2007) Journal of Geophysical Research , vol.112
    • Demaria, E.M.1    Njissen, B.2    Wagener, T.3
  • 14
    • 36849081909 scopus 로고    scopus 로고
    • Re-conceptualizing the soil and water assessment tool (SWAT) model to predict runoff from variable source areas
    • Easton ZM, Fuka DR, Walter MT, Cowan DM, Schneiderman EM, Steenhuis TS. 2008. Re-conceptualizing the soil and water assessment tool (SWAT) model to predict runoff from variable source areas. Journal of Hydrology 348(3-4): 279-291.
    • (2008) Journal of Hydrology , vol.348 , Issue.3-4 , pp. 279-291
    • Easton, Z.M.1    Fuka, D.R.2    Walter, M.T.3    Cowan, D.M.4    Schneiderman, E.M.5    Steenhuis, T.S.6
  • 15
    • 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 FJ, Bouraoui F, Bidoglio G, Galbiati L. 2003. Sensitivity analysis of distributed environmental simulation models: understanding the model behaviour in hydrological studies at the catchment scale. Reliability Engineering and System Safety 79(2): 205-218.
    • (2003) Reliability Engineering and System Safety , vol.79 , Issue.2 , pp. 205-218
    • Francos, A.1    Elorza, F.J.2    Bouraoui, F.3    Bidoglio, G.4    Galbiati, L.5
  • 16
    • 0029659801 scopus 로고    scopus 로고
    • Bayesian estimation of uncertainty in runoff prediction and the value of data: An application of the GLUE approach
    • Freer J, Beven KJ, Ambroise B. 1996. Bayesian estimation of uncertainty in runoff prediction and the value of data: An application of the GLUE approach. Water Resource Research 32(7): 2161-2173.
    • (1996) Water Resource Research , vol.32 , Issue.7 , pp. 2161-2173
    • Freer, J.1    Beven, K.J.2    Ambroise, B.3
  • 17
    • 34347208316 scopus 로고    scopus 로고
    • The soil and water assessment tool: historical development, applications and future research directions
    • Gassman PW, Reyes MR, Geen CH, Arnold JG. 2007. The soil and water assessment tool: historical development, applications and future research directions. Transactions of the ASABE 50(4): 1211-1250.
    • (2007) Transactions of the ASABE , vol.50 , Issue.4 , pp. 1211-1250
    • Gassman, P.W.1    Reyes, M.R.2    Geen, C.H.3    Arnold, J.G.4
  • 19
    • 0027810117 scopus 로고
    • Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal
    • Helton JC. 1993. Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal. Reliability Engineering and System Safety 42: 327-367.
    • (1993) Reliability Engineering and System Safety , vol.42 , pp. 327-367
    • Helton, J.C.1
  • 21
    • 0030121081 scopus 로고    scopus 로고
    • Importance measure in global sensitivity analysis of non linear models
    • Homma T, Saltelli A. 1996. Importance measure in global sensitivity analysis of non linear models. Reliability Engineering System Safety 52: 1-17.
    • (1996) Reliability Engineering System Safety , vol.52 , pp. 1-17
    • Homma, T.1    Saltelli, A.2
  • 22
    • 0016964114 scopus 로고
    • Parameter optimization for watershed models
    • Johnston PR, Pilgrim H. 1976. Parameter optimization for watershed models. Water Resource Research 12(3): 477-486.
    • (1976) Water Resource Research , vol.12 , Issue.3 , pp. 477-486
    • Johnston, P.R.1    Pilgrim, H.2
  • 24
    • 77953666012 scopus 로고    scopus 로고
    • Proceedings of the 7th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences
    • Liburne L, Gatelli D, Tarantola S. 2006. Sensitivity analysis on spatial models: new approach. Proceedings of the 7th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences
    • (2006) Sensitivity analysis on spatial models: new approach
    • Liburne, L.1    Gatelli, D.2    Tarantola, S.3
  • 25
    • 0038713234 scopus 로고    scopus 로고
    • Hydrologic simulation of the little Washita river experimental watershed using SWAT
    • van Liew MWV, Garbrecht J. 2003. Hydrologic simulation of the little Washita river experimental watershed using SWAT. Journal of American Water Resources Association 39(2): 413-426.
    • (2003) Journal of American Water Resources Association , vol.39 , Issue.2 , pp. 413-426
    • van Liew, M.W.V.1    Garbrecht, J.2
  • 26
    • 38349074924 scopus 로고    scopus 로고
    • Identification of reliable regression- and correlation-based sensitivity measures for importance ranking of waterquality model parameters
    • Manache G, Melching CS. 2008. Identification of reliable regression- and correlation-based sensitivity measures for importance ranking of waterquality model parameters. Environmental Modeling and Software 23: 549-562.
    • (2008) Environmental Modeling and Software , vol.23 , pp. 549-562
    • Manache, G.1    Melching, C.S.2
  • 27
    • 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, Beckman R, Conover W. 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.1    Beckman, R.2    Conover, W.3
  • 28
    • 41049084280 scopus 로고    scopus 로고
    • Spatial distributions and stochastic parameter influences on SWAT flow and sediment predictions
    • Migliaccio KW, Chaubey I. 2008. Spatial distributions and stochastic parameter influences on SWAT flow and sediment predictions. Journal of Hydrologic Engineering 13(4): 258-269.
    • (2008) Journal of Hydrologic Engineering , vol.13 , Issue.4 , pp. 258-269
    • Migliaccio, K.W.1    Chaubey, I.2
  • 29
    • 18844381609 scopus 로고    scopus 로고
    • Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model
    • Muleta MK, Nicklow JW. 2005. Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model. Journal of Hydrology 306(1-4): 127-145.
    • (2005) Journal of Hydrology , vol.306 , Issue.1-4 , pp. 127-145
    • Muleta, M.K.1    Nicklow, J.W.2
  • 31
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models part I-a discussion of principles
    • Nash JE, Sutcliffe JV. 1970. River flow forecasting through conceptual models part I-a discussion of principles. Journal of Hydrology 10(3): 282-290.
    • (1970) Journal of Hydrology , vol.10 , Issue.3 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 33
    • 0035024102 scopus 로고    scopus 로고
    • Identification of model structure for aquatic ecosystems using regionalized sensitivity analysis
    • Osidele OO, Beck MB. 2001. Identification of model structure for aquatic ecosystems using regionalized sensitivity analysis. Water Science and Technology 43(7): 271-278.
    • (2001) Water Science and Technology , vol.43 , Issue.7 , pp. 271-278
    • Osidele, O.O.1    Beck, M.B.2
  • 34
  • 37
    • 0003167258 scopus 로고
    • An introduction to spatially distributed modelling of basin response
    • Rosso R Peano A Becchi I, Bemporad GA (eds). Water Resources Publications: Fort Collins;
    • Rosso R. 1994. An introduction to spatially distributed modelling of basin response. In Advances in Distributed Hydrology, Rosso R Peano A Becchi I, Bemporad GA (eds). Water Resources Publications: Fort Collins; 3-30.
    • (1994) Advances in Distributed Hydrology , pp. 3-30
    • Rosso, R.1
  • 39
  • 42
    • 0034926426 scopus 로고    scopus 로고
    • Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates
    • Sobol' IM. 2001. Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Mathematics and Computers in Simulation 55(1): 271-280.
    • (2001) Mathematics and Computers in Simulation , vol.55 , Issue.1 , pp. 271-280
    • Sobol', I.M.1
  • 43
    • 0002857056 scopus 로고
    • Model calibration. In Computer Models of Watershed Hydrology
    • Singh VP (ed). Colorado, USA
    • Sorooshian S, Gupta VK. 1995. Model calibration. In Computer Models of Watershed Hydrology, Singh VP (ed). Water Resources Publications: Highlands Ranch, Colorado, USA; 23-63.
    • (1995) Water Resources Publications: Highlands Ranch , pp. 23-63
    • Sorooshian, S.1    Gupta, V.K.2
  • 44
    • 0034470269 scopus 로고    scopus 로고
    • Simulation of daily and monthly stream discharge from small watersheds using the SWAT model
    • Spruill CA, Workman SR, Taraba JL. 2000. Simulation of daily and monthly stream discharge from small watersheds using the SWAT model. Transactions of the ASAE 43(6): 1431-1439.
    • (2000) Transactions of the ASAE , vol.43 , Issue.6 , pp. 1431-1439
    • Spruill, C.A.1    Workman, S.R.2    Taraba, J.L.3
  • 46
    • 37249068512 scopus 로고    scopus 로고
    • Impact of timescale of the calibration objective function on the performance of watershed models
    • Sudheer KP, Chaubey I, Garg V, Migliaccio KW. 2007. Impact of timescale of the calibration objective function on the performance of watershed models. Hydrological Processes 21(25): 3409-3419.
    • (2007) Hydrological Processes , vol.21 , Issue.25 , pp. 3409-3419
    • Sudheer, K.P.1    Chaubey, I.2    Garg, V.3    Migliaccio, K.W.4
  • 47
    • 0037197571 scopus 로고    scopus 로고
    • A data driven algorithm for constructing ANN based rainfall-runoff models
    • Sudheer KP, Gosain AK, Ramasastri KS. 2002. A data driven algorithm for constructing ANN based rainfall-runoff models. Hydrological Processes 16(6): 1325-1330.
    • (2002) Hydrological Processes , vol.16 , Issue.6 , pp. 1325-1330
    • Sudheer, K.P.1    Gosain, A.K.2    Ramasastri, K.S.3
  • 48
    • 33846807795 scopus 로고    scopus 로고
    • Comparing sensitivity analysis methods to advance lumped watershed model identification and evaluation
    • Tang Y, Reed PM, Wagener T, van Werkhoven K. 2007a. Comparing sensitivity analysis methods to advance lumped watershed model identification and evaluation. Hydrology and Earth System Sciences 11: 793-817.
    • (2007) Hydrology and Earth System Sciences , vol.11 , pp. 793-817
    • Tang, Y.1    Reed, P.M.2    Wagener, T.3    van Werkhoven, K.4
  • 49
    • 34547212829 scopus 로고    scopus 로고
    • Advancing the identification and evaluation of distributed rainfall-runoff models using global sensitivity analysis
    • W06415. DOI:10.1029/2006WR005813
    • Tang Y, Reed P, van Werkhoven K, Wagener T. 2007b. Advancing the identification and evaluation of distributed rainfall-runoff models using global sensitivity analysis. Water Resource Research 43(6): W06415. DOI:10.1029/2006WR005813.
    • (2007) Water Resource Research , vol.43 , Issue.6
    • Tang, Y.1    Reed, P.2    van Werkhoven, K.3    Wagener, T.4
  • 50
    • 0038606184 scopus 로고    scopus 로고
    • Local methods. In Sensitivity Analysis, Wiley Series in Probability and Statistics
    • Saltelli A Chan K, Scott EM (eds). John Wiley & Sons: Chichester, UK;
    • Turanyi T, Rabitz H. 2000. Local methods. In Sensitivity Analysis, Wiley Series in Probability and Statistics, Saltelli A Chan K, Scott EM (eds). John Wiley & Sons: Chichester, UK; 81-89.
    • (2000) , pp. 81-89
    • Turanyi, T.1    Rabitz, H.2
  • 51
    • 39749149573 scopus 로고    scopus 로고
    • Characterization of watershed model behavior across a hydroclimatic gradient
    • DOI:10.1029/2007WR006271
    • van Werkhoven K, Wagener T, Reed P, Tang Y. 2008. Characterization of watershed model behavior across a hydroclimatic gradient. Water Resources Research 44: W01429. DOI:10.1029/2007WR006271.
    • (2008) Water Resources Research , vol.44
    • van Werkhoven, K.1    Wagener, T.2    Reed, P.3    Tang, Y.4
  • 52
    • 33846799316 scopus 로고    scopus 로고
    • Visual and numerical evaluation of hydrologic and environmental models using the Monte Carlo Analysis Toolbox (MCAT)
    • Wagener T, Kollat J. 2007. Visual and numerical evaluation of hydrologic and environmental models using the Monte Carlo Analysis Toolbox (MCAT). Environmental Modeling and Software 22: 1021-1033.
    • (2007) Environmental Modeling and Software , vol.22 , pp. 1021-1033
    • Wagener, T.1    Kollat, J.2
  • 54
    • 0037442971 scopus 로고    scopus 로고
    • Towards reduced uncertainty in conceptual rainfall-runoff modelling: dynamic identifiability analysis
    • Wagener T, McIntyre N, Lees MJ, Wheater HS, Gupta HV. 2003. Towards reduced uncertainty in conceptual rainfall-runoff modelling: dynamic identifiability analysis. Hydrological Processes 17: 455-476.
    • (2003) Hydrological Processes , vol.17 , pp. 455-476
    • Wagener, T.1    McIntyre, N.2    Lees, M.J.3    Wheater, H.S.4    Gupta, H.V.5
  • 55
    • 26644439932 scopus 로고    scopus 로고
    • Sensitivity analysis, calibration, and validations for a multisite and multivariable SWAT model
    • White KL, Chaubey I. 2005. Sensitivity analysis, calibration, and validations for a multisite and multivariable SWAT model. Journal of the American Water Resources Association 41(5): 1077-1089.
    • (2005) Journal of the American Water Resources Association , vol.41 , Issue.5 , pp. 1077-1089
    • White, K.L.1    Chaubey, I.2
  • 56
    • 0034100712 scopus 로고    scopus 로고
    • Prediction of watershed runoff using Bayesian concepts and modular neural networks
    • Zhang B, Govindaraju RS. 2000. Prediction of watershed runoff using Bayesian concepts and modular neural networks. Water Resource Research 36(3): 753-762.
    • (2000) Water Resource Research , vol.36 , Issue.3 , pp. 753-762
    • Zhang, B.1    Govindaraju, R.S.2
  • 57
    • 42049113209 scopus 로고    scopus 로고
    • Runoff simulation of the headwaters of the Yellow River using the SWAT model with three snowmelt algorithms
    • Zhang X, Srinivasan R, Debele B, Hao F. 2008. Runoff simulation of the headwaters of the Yellow River using the SWAT model with three snowmelt algorithms. Journal of the American Water Resources Association 44(1): 48-61.
    • (2008) Journal of the American Water Resources Association , vol.44 , Issue.1 , pp. 48-61
    • Zhang, X.1    Srinivasan, R.2    Debele, B.3    Hao, F.4


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