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Volumn 520, Issue , 2015, Pages 1-16

A review of foundational methods for checking the structural identifiability of models: Results for rainfall-runoff

Author keywords

Global evolutionary algorithms; Hydromad; Polynomial chaos; Rainfall runoff models; Response surface methods; Structural identifiability

Indexed keywords

APPROXIMATION ALGORITHMS; EVOLUTIONARY ALGORITHMS; OPTIMIZATION; PARAMETER ESTIMATION; POLYNOMIALS; RAIN; RUNOFF; SENSITIVITY ANALYSIS; SURFACE PROPERTIES; UNCERTAINTY ANALYSIS;

EID: 84911921988     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2014.11.040     Document Type: Article
Times cited : (56)

References (87)
  • 1
    • 0035059298 scopus 로고    scopus 로고
    • Sensitivity analysis in oxidation ditch modelling: the effect of variations in stoichiometric, kinetic and operating parameters on the performance indices
    • Abusam A., Keesman K.J., van Straten G., Spanjers H., Meinema K. Sensitivity analysis in oxidation ditch modelling: the effect of variations in stoichiometric, kinetic and operating parameters on the performance indices. J. Chem. Technol. Biot. 2001, 76(4):430-438. http://dx.doi.org/10.1002/jctb.398.
    • (2001) J. Chem. Technol. Biot. , vol.76 , Issue.4 , pp. 430-438
    • Abusam, A.1    Keesman, K.J.2    van Straten, G.3    Spanjers, H.4    Meinema, K.5
  • 2
    • 1442291113 scopus 로고    scopus 로고
    • Impact of the length of observed records on the performance of ANN and of conceptual parsimonious rainfall-runoff forecasting models
    • Anctil F., Perrin C., Andréassian V. Impact of the length of observed records on the performance of ANN and of conceptual parsimonious rainfall-runoff forecasting models. Environ. Modell. Softw. 2004, 19(4):357-368. http://dx.doi.org/10.1016/S1364-8152(03)00135-X.
    • (2004) Environ. Modell. Softw. , vol.19 , Issue.4 , pp. 357-368
    • Anctil, F.1    Perrin, C.2    Andréassian, V.3
  • 4
    • 79957883561 scopus 로고    scopus 로고
    • An open software environment for hydrological model assessment and development
    • Andrews F.T., Croke B.F.W., Jakeman A.J. An open software environment for hydrological model assessment and development. Environ. Modell. Softw. 2011, 26(10):1171-1185. http://dx.doi.org/10.1016/j.envsoft.2011.04.006.
    • (2011) Environ. Modell. Softw. , vol.26 , Issue.10 , pp. 1171-1185
    • Andrews, F.T.1    Croke, B.F.W.2    Jakeman, A.J.3
  • 5
    • 84055217902 scopus 로고    scopus 로고
    • A covariance matrix adapted evolution strategy based solution to optimal power flow plus transmission charging
    • Bastin Solai Nazaran J., Selvi K. A covariance matrix adapted evolution strategy based solution to optimal power flow plus transmission charging. Comput. Intell. Inform. Technol. 2011, 250:765-769. http://dx.doi.org/10.1007/978-3-642-25734-6_135.
    • (2011) Comput. Intell. Inform. Technol. , vol.250 , pp. 765-769
    • Bastin Solai Nazaran, J.1    Selvi, K.2
  • 6
    • 0023523402 scopus 로고
    • Water quality modeling: a review of the analysis of uncertainty
    • Beck M.B. Water quality modeling: a review of the analysis of uncertainty. Water Resour. Res. 1987, 23(8):1393-1442. http://dx.doi.org/10.1029/WR023i008p01393.
    • (1987) Water Resour. Res. , vol.23 , Issue.8 , pp. 1393-1442
    • Beck, M.B.1
  • 7
    • 0000025874 scopus 로고
    • On structural identifiability
    • Bellman R., Åström K.J. On structural identifiability. Math. Biosci. 1970, 7(3-4):329-339. http://dx.doi.org/10.1016/0025-5564(70)90132-X.
    • (1970) Math. Biosci. , vol.7 , Issue.3-4 , pp. 329-339
    • Bellman, R.1    Åström, K.J.2
  • 9
    • 0027788553 scopus 로고
    • Prophecy, reality and uncertainty in distributed hydrological modelling
    • Beven K. Prophecy, reality and uncertainty in distributed hydrological modelling. Adv. Water Resour. 1993, 16(1):41-51. http://dx.doi.org/10.1016/0309-1708(93)90028-E.
    • (1993) Adv. Water Resour. , vol.16 , Issue.1 , pp. 41-51
    • Beven, K.1
  • 10
    • 33644526990 scopus 로고    scopus 로고
    • A manifesto for the equifinality thesis
    • Beven K. A manifesto for the equifinality thesis. J. Hydrol. 2006, 320(1-2):18-36. http://dx.doi.org/10.1016/j.jhydrol.2005.07.007.
    • (2006) J. Hydrol. , vol.320 , Issue.1-2 , pp. 18-36
    • Beven, K.1
  • 11
    • 37349002754 scopus 로고    scopus 로고
    • Parameter estimation in distributed hydrological modelling: comparison of global and local optimisation techniques
    • Blasone R.-S., Madsen H., Rosbjerg D. Parameter estimation in distributed hydrological modelling: comparison of global and local optimisation techniques. Nordic Hydrol. 2007, 38(4-5):451-476. http://dx.doi.org/10.2166/nh.2007.024.
    • (2007) Nordic Hydrol. , vol.38 , Issue.4-5 , pp. 451-476
    • Blasone, R.-S.1    Madsen, H.2    Rosbjerg, D.3
  • 13
    • 0034986710 scopus 로고    scopus 로고
    • Practical identifiability analysis of large environmental simulation models
    • Brun R., Reichert P., Künsch H.R. Practical identifiability analysis of large environmental simulation models. Water Resour. Res. 2001, 37(4):1015-1030. http://dx.doi.org/10.1029/2000WR900350.
    • (2001) Water Resour. Res. , vol.37 , Issue.4 , pp. 1015-1030
    • Brun, R.1    Reichert, P.2    Künsch, H.R.3
  • 14
    • 84864059244 scopus 로고    scopus 로고
    • Uncertainty assessment and implications for data acquisition in support of integrated hydrologic models
    • Brunner P., Doherty J., Simmons C.T. Uncertainty assessment and implications for data acquisition in support of integrated hydrologic models. Water Resour. Res. 2012, 48(7):W07513. http://dx.doi.org/10.1029/2011WR011342.
    • (2012) Water Resour. Res. , vol.48 , Issue.7 , pp. W07513
    • Brunner, P.1    Doherty, J.2    Simmons, C.T.3
  • 15
    • 0003408682 scopus 로고
    • A Generalized Streamflow Simulation System: Conceptual Modeling for Digital Computers
    • Sacramento, Calif.
    • Burnash, R.J.C., Ferral, R.L., McGuire, R.A., 1973. A Generalized Streamflow Simulation System: Conceptual Modeling for Digital Computers. Tech. Rep., U.S. Natl. Weather Serv., Sacramento, Calif.
    • (1973) Tech. Rep., U.S. Natl. Weather Serv.
    • Burnash, R.J.C.1    Ferral, R.L.2    McGuire, R.A.3
  • 16
    • 0005820868 scopus 로고    scopus 로고
    • Application and testing of the simple rainfall-runoff model SIMHYD
    • Water Resour. Publ, Colorado, V.P. Singh, D.K. Frevert (Eds.)
    • Chiew F.H.S., Peel M.C., Western A.W. Application and testing of the simple rainfall-runoff model SIMHYD. Mathematical Models of Small Watershed Hydrology and Applications 2002, 335-367. Water Resour. Publ, Colorado. V.P. Singh, D.K. Frevert (Eds.).
    • (2002) Mathematical Models of Small Watershed Hydrology and Applications , pp. 335-367
    • Chiew, F.H.S.1    Peel, M.C.2    Western, A.W.3
  • 17
    • 0035154232 scopus 로고    scopus 로고
    • Predictions in catchment hydrology: an Australian perspective
    • Croke B.F.W., Jakeman A.J. Predictions in catchment hydrology: an Australian perspective. Mar. Freshwater Res. 2001, 52(1):65-79. http://dx.doi.org/10.1071/MF00045.
    • (2001) Mar. Freshwater Res. , vol.52 , Issue.1 , pp. 65-79
    • Croke, B.F.W.1    Jakeman, A.J.2
  • 18
    • 0842284796 scopus 로고    scopus 로고
    • A catchment moisture deficit module for the IHACRES rainfall-runoff model
    • Croke B.F.W., Jakeman A.J. A catchment moisture deficit module for the IHACRES rainfall-runoff model. Environ. Modell. Softw. 2004, 19(1):1-5. http://dx.doi.org/10.1016/j.envsoft.2003.09.001.
    • (2004) Environ. Modell. Softw. , vol.19 , Issue.1 , pp. 1-5
    • Croke, B.F.W.1    Jakeman, A.J.2
  • 19
    • 67650652231 scopus 로고    scopus 로고
    • Optimal irrigation scheduling with evolutionary algorithms
    • de Paly M., Zell A. Optimal irrigation scheduling with evolutionary algorithms. Lect. Notes. Comput. Sci. 2009, 5484:142-151. http://dx.doi.org/10.1007/978-3-642-01129-0_18.
    • (2009) Lect. Notes. Comput. Sci. , vol.5484 , pp. 142-151
    • de Paly, M.1    Zell, A.2
  • 20
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Deb K., Pratap A., Agarwal S., Meyarivan T. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans. Evolut. Comput. 2002, 6(2):182-197. http://dx.doi.org/10.1109/4235.996017.
    • (2002) IEEE Trans. Evolut. Comput. , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 21
    • 0029395084 scopus 로고
    • Structural identifiability of biokinetic models of activated sludge respiration
    • Dochain D., Vanrolleghem P.A., Van Daele M. Structural identifiability of biokinetic models of activated sludge respiration. Water Res. 1995, 29(11):2571-2578. http://dx.doi.org/10.1016/0043-1354(95)00106-U.
    • (1995) Water Res. , vol.29 , Issue.11 , pp. 2571-2578
    • Dochain, D.1    Vanrolleghem, P.A.2    Van Daele, M.3
  • 22
    • 0026445234 scopus 로고
    • Effective and efficient global optimization for conceptual rainfall-runoff models
    • Duan Q., Sorooshian S., Gupta V. Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resour. Res. 1992, 28(4):1015-1031. http://dx.doi.org/10.1029/91WR02985.
    • (1992) Water Resour. Res. , vol.28 , Issue.4 , pp. 1015-1031
    • Duan, Q.1    Sorooshian, S.2    Gupta, V.3
  • 23
    • 0027558431 scopus 로고
    • Shuffled complex evolution approach for effective and efficient global minimization
    • Duan Q.Y., Gupta V.K., Sorooshian S. Shuffled complex evolution approach for effective and efficient global minimization. J. Optimiz. Theory App. 1993, 76(3):501-521. http://dx.doi.org/10.1007/BF00939380.
    • (1993) J. Optimiz. Theory App. , vol.76 , Issue.3 , pp. 501-521
    • Duan, Q.Y.1    Gupta, V.K.2    Sorooshian, S.3
  • 24
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman A., Rubin D.B. Inference from iterative simulation using multiple sequences. Stat. Sci. 1992, 7(4):457-472. http://dx.doi.org/10.1214/ss/1177011136.
    • (1992) Stat. Sci. , vol.7 , Issue.4 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 25
    • 84901737997 scopus 로고    scopus 로고
    • Debates-the future of hydrological sciences: a (common) path forward? using models and data to learn: a systems theoretic perspective on the future of hydrological science
    • Gupta H.V., Nearing G.S. Debates-the future of hydrological sciences: a (common) path forward? using models and data to learn: a systems theoretic perspective on the future of hydrological science. Water Resour. Res. 2014, 50(6). http://dx.doi.org/10.1002/2013WR015096.
    • (2014) Water Resour. Res. , vol.50 , Issue.6
    • Gupta, H.V.1    Nearing, G.S.2
  • 26
    • 0020971571 scopus 로고
    • Uniqueness and observability of conceptual rainfall-runoff model parameters: the percolation process examined
    • Gupta V.K., Sorooshian S. Uniqueness and observability of conceptual rainfall-runoff model parameters: the percolation process examined. Water Resour. Res. 1983, 19(1):269-276. http://dx.doi.org/10.1029/WR019i001p00269.
    • (1983) Water Resour. Res. , vol.19 , Issue.1 , pp. 269-276
    • Gupta, V.K.1    Sorooshian, S.2
  • 27
    • 0022173361 scopus 로고
    • The automatic calibration of conceptual catchment models using derivative-based optimization algorithms
    • Gupta V.K., Sorooshian S. The automatic calibration of conceptual catchment models using derivative-based optimization algorithms. Water Resour. Res. 1985, 21(4):473-485. http://dx.doi.org/10.1029/WR021i004p00473.
    • (1985) Water Resour. Res. , vol.21 , Issue.4 , pp. 473-485
    • Gupta, V.K.1    Sorooshian, S.2
  • 28
    • 0031922634 scopus 로고    scopus 로고
    • Toward improved calibration of hydrologic models: multiple and noncommensurable measures of information
    • Gupta H.V., Sorooshian S., Yapo P.O. Toward improved calibration of hydrologic models: multiple and noncommensurable measures of information. Water Resour. Res. 1998, 34(4):751-763. http://dx.doi.org/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
  • 29
    • 70349272865 scopus 로고    scopus 로고
    • Decomposition of the mean squared error and NSE performance criteria: implications for improving hydrological modelling
    • Gupta H.V., Kling H., Yilmaz K.K., Martinez G.F. Decomposition of the mean squared error and NSE performance criteria: implications for improving hydrological modelling. J. Hydrol. 2009, 377(1):80-91. http://dx.doi.org/10.1016/j.jhydrol.2009.08.003.
    • (2009) J. Hydrol. , vol.377 , Issue.1 , pp. 80-91
    • Gupta, H.V.1    Kling, H.2    Yilmaz, K.K.3    Martinez, G.F.4
  • 30
    • 84865728764 scopus 로고    scopus 로고
    • Towards a comprehensive assessment of model structural adequacy
    • Gupta H.V., Clark M.P., Vrugt J.A., Abramowitz G., Ye M. Towards a comprehensive assessment of model structural adequacy. Water Resour. Res. 2012, 48(8). http://dx.doi.org/10.1029/2011WR011044.
    • (2012) Water Resour. Res. , vol.48 , Issue.8
    • Gupta, H.V.1    Clark, M.P.2    Vrugt, J.A.3    Abramowitz, G.4    Ye, M.5
  • 31
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • Hansen N., Ostermeier A. Completely derandomized self-adaptation in evolution strategies. Evol. Comput. 2001, 9(2):159-195. http://dx.doi.org/10.1162/106365601750190398.
    • (2001) Evol. Comput. , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 32
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • Hansen N., Müller S.D., Koumoutsakos P. Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evol. Comput. 2003, 11(1):1-18. http://dx.doi.org/10.1162/106365603321828970.
    • (2003) Evol. Comput. , vol.11 , Issue.1 , pp. 1-18
    • Hansen, N.1    Müller, S.D.2    Koumoutsakos, P.3
  • 33
    • 79960909525 scopus 로고    scopus 로고
    • Corruption of parameter behavior and regionalization by model and forcing data errors: a Bayesian example using the SNOW17 model
    • He M., Hogue T.S., Franz K.J., Margulis S.A., Vrugt J.A. Corruption of parameter behavior and regionalization by model and forcing data errors: a Bayesian example using the SNOW17 model. Water Resour. Res. 2011, 47(7):W07546. http://dx.doi.org/10.1029/2010WR009753.
    • (2011) Water Resour. Res. , vol.47 , Issue.7 , pp. W07546
    • He, M.1    Hogue, T.S.2    Franz, K.J.3    Margulis, S.A.4    Vrugt, J.A.5
  • 34
    • 84876733457 scopus 로고    scopus 로고
    • Time-varying sensitivity analysis clarifies the effects of watershed model formulation on model behavior
    • Herman J.D., Reed P.M., Wagener T. Time-varying sensitivity analysis clarifies the effects of watershed model formulation on model behavior. Water Resour. Res. 2013, 49(3):1400-1414. http://dx.doi.org/10.1002/wrcr.20124.
    • (2013) Water Resour. Res. , vol.49 , Issue.3 , pp. 1400-1414
    • Herman, J.D.1    Reed, P.M.2    Wagener, T.3
  • 36
    • 72149132049 scopus 로고    scopus 로고
    • Hydraulic properties of a model dike from coupled Bayesian and multi-criteria hydrogeophysical inversion
    • Huisman J.A., Rings J., Vrugt J.A., Sorg J., Vereecken H. Hydraulic properties of a model dike from coupled Bayesian and multi-criteria hydrogeophysical inversion. J. Hydrol. 2010, 380(1-2):62-73. http://dx.doi.org/10.1016/j.jhydrol.2009.10.023.
    • (2010) J. Hydrol. , vol.380 , Issue.1-2 , pp. 62-73
    • Huisman, J.A.1    Rings, J.2    Vrugt, J.A.3    Sorg, J.4    Vereecken, H.5
  • 37
    • 0027790160 scopus 로고
    • How much complexity is warranted in a rainfall-runoff model?
    • Jakeman A.J., Hornberger G.M. How much complexity is warranted in a rainfall-runoff model?. Water Resour. Res. 1993, 29(8):2637-2649. http://dx.doi.org/10.1029/93WR00877.
    • (1993) Water Resour. Res. , vol.29 , Issue.8 , pp. 2637-2649
    • Jakeman, A.J.1    Hornberger, G.M.2
  • 38
    • 79551474924 scopus 로고    scopus 로고
    • Numerical troubles in conceptual hydrology: approximations, absurdities and impact on hypothesis testing
    • Kavetski D., Clark M.P. Numerical troubles in conceptual hydrology: approximations, absurdities and impact on hypothesis testing. Hydrol. Process. 2011, 25(4):661-670. http://dx.doi.org/10.1002/hyp.7899.
    • (2011) Hydrol. Process. , vol.25 , Issue.4 , pp. 661-670
    • Kavetski, D.1    Clark, M.P.2
  • 39
    • 34247610333 scopus 로고    scopus 로고
    • Model smoothing strategies to remove microscale discontinuities and spurious secondary optima in objective functions in hydrological calibration
    • Kavetski D., Kuczera G. Model smoothing strategies to remove microscale discontinuities and spurious secondary optima in objective functions in hydrological calibration. Water Resour. Res. 2007, 43(3):W03411. http://dx.doi.org/10.1029/2006WR005195.
    • (2007) Water Resour. Res. , vol.43 , Issue.3 , pp. W03411
    • Kavetski, D.1    Kuczera, G.2
  • 40
    • 4344707250 scopus 로고    scopus 로고
    • Learning probability distributions in continuous evolutionary algorithms - a comparative review
    • Kern S., Müller S.D., Hansen N., Büche D., Ocenasek J., Koumoutsakos P. Learning probability distributions in continuous evolutionary algorithms - a comparative review. Nat. Comp. 2004, 3(1):77-112. http://dx.doi.org/10.1023/B:NACO.0000023416.59689.4e.
    • (2004) Nat. Comp. , vol.3 , Issue.1 , pp. 77-112
    • Kern, S.1    Müller, S.D.2    Hansen, N.3    Büche, D.4    Ocenasek, J.5    Koumoutsakos, P.6
  • 41
    • 17844379254 scopus 로고    scopus 로고
    • Multiobjective calibration with Pareto preference ordering: an application to rainfall-runoff model calibration
    • Khu S.T., Madsen H. Multiobjective calibration with Pareto preference ordering: an application to rainfall-runoff model calibration. Water Resour. Res. 2005, 41(3):W03004. http://dx.doi.org/10.1029/2004WR003041.
    • (2005) Water Resour. Res. , vol.41 , Issue.3 , pp. W03004
    • Khu, S.T.1    Madsen, H.2
  • 42
    • 79951810819 scopus 로고    scopus 로고
    • An assessment of modelling capacity to identify the impacts of climate variability on catchment hydrology
    • Kim H.S., Croke B.F.W., Jakeman A.J., Chiew F.H.S. An assessment of modelling capacity to identify the impacts of climate variability on catchment hydrology. Math. Comput. Simulat. 2011, 81(7):1419-1429. http://dx.doi.org/10.1016/j.matcom.2010.05.007.
    • (2011) Math. Comput. Simulat. , vol.81 , Issue.7 , pp. 1419-1429
    • Kim, H.S.1    Croke, B.F.W.2    Jakeman, A.J.3    Chiew, F.H.S.4
  • 43
    • 0000347248 scopus 로고
    • The identification of structural characteristics
    • Koopmans T.C., Reiersol O. The identification of structural characteristics. Ann. Math. Stat. 1950, 21(2):165-181. http://dx.doi.org/10.1214/aoms/1177729837.
    • (1950) Ann. Math. Stat. , vol.21 , Issue.2 , pp. 165-181
    • Koopmans, T.C.1    Reiersol, O.2
  • 44
    • 71849088035 scopus 로고    scopus 로고
    • Parameter optimization and uncertainty analysis for plot-scale continuous modeling of runoff using a formal Bayesian approach
    • Laloy E., Fasbender D., Bielders C.L. Parameter optimization and uncertainty analysis for plot-scale continuous modeling of runoff using a formal Bayesian approach. J. Hydrol. 2010, 380(1-2):82-93. http://dx.doi.org/10.1016/j.jhydrol.2009.10.025.
    • (2010) J. Hydrol. , vol.380 , Issue.1-2 , pp. 82-93
    • Laloy, E.1    Fasbender, D.2    Bielders, C.L.3
  • 45
    • 84155189048 scopus 로고    scopus 로고
    • Development of a biosphere hydrological model considering vegetation dynamics and its evaluation at basin scale under climate change
    • Li Q., Ishidaira H. Development of a biosphere hydrological model considering vegetation dynamics and its evaluation at basin scale under climate change. J. Hydrol. 2012, 3-13. http://dx.doi.org/10.1016/j.jhydrol.2011.08.046.
    • (2012) J. Hydrol. , pp. 3-13
    • Li, Q.1    Ishidaira, H.2
  • 47
    • 77958572476 scopus 로고    scopus 로고
    • Impact of the spatial distribution of imperviousness on the hydrologic response of an urbanizing basin
    • Mejía A.I., Moglen G.E. Impact of the spatial distribution of imperviousness on the hydrologic response of an urbanizing basin. Hydrol. Process. 2010, 24(23):3359-3373. http://dx.doi.org/10.1002/hyp.7755.
    • (2010) Hydrol. Process. , vol.24 , Issue.23 , pp. 3359-3373
    • Mejía, A.I.1    Moglen, G.E.2
  • 48
    • 84860388353 scopus 로고    scopus 로고
    • Utility of quantitative precipitation estimates for high resolution hydrologic forecasts in mountain watersheds of the Colorado front range
    • Moreno H.A., Vivoni E.R., Gochis D.J. Utility of quantitative precipitation estimates for high resolution hydrologic forecasts in mountain watersheds of the Colorado front range. J. Hydrol. 2012, 66-83. http://dx.doi.org/10.1016/j.jhydrol.2012.03.019.
    • (2012) J. Hydrol. , pp. 66-83
    • Moreno, H.A.1    Vivoni, E.R.2    Gochis, D.J.3
  • 49
    • 84858693743 scopus 로고    scopus 로고
    • Multiobjective optimization of urban water resources: moving toward more practical solutions
    • Mortazavi M., Kuczera G., Cui L. Multiobjective optimization of urban water resources: moving toward more practical solutions. Water Resour. Res. 2012, 48(3):W03514. http://dx.doi.org/10.1029/2011WR010866.
    • (2012) Water Resour. Res. , vol.48 , Issue.3 , pp. W03514
    • Mortazavi, M.1    Kuczera, G.2    Cui, L.3
  • 50
    • 84911940822 scopus 로고    scopus 로고
    • Identifiability analysis. Towards constrained equifinality and reduced uncertainty in a conceptual model
    • (press).
    • Muñoz, E., Rivera, D., Vergara, F., Tume, P., Arumí, J.L., 2014. Identifiability analysis. Towards constrained equifinality and reduced uncertainty in a conceptual model. Hydrol. Sci. J. (in press). http://dx.doi.org/10.1080/02626667.2014.892205.
    • (2014) Hydrol. Sci. J.
    • Muñoz, E.1    Rivera, D.2    Vergara, F.3    Tume, P.4    Arumí, J.L.5
  • 51
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models part I - a discussion of principles
    • Nash J.E., Sutcliffe J.V. River flow forecasting through conceptual models part I - a discussion of principles. J. Hydrol. 1970, 10(3):282-290. http://dx.doi.org/10.1016/0022-1694(70)90255-6.
    • (1970) J. Hydrol. , vol.10 , Issue.3 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 52
    • 0000238336 scopus 로고
    • A simplex method for function minimization
    • Nelder J.A., Mead R. A simplex method for function minimization. Comput. J. 1965, 7(4):308-313. http://dx.doi.org/10.1093/comjnl/7.4.308.
    • (1965) Comput. J. , vol.7 , Issue.4 , pp. 308-313
    • Nelder, J.A.1    Mead, R.2
  • 54
    • 0019042675 scopus 로고
    • Normal-mode identifiability analysis of linear compartmental systems in linear stages
    • Norton J.P. Normal-mode identifiability analysis of linear compartmental systems in linear stages. Math. Biosci. 1980, 50(1-2):95-115. http://dx.doi.org/10.1016/0025-5564(80)90124-8.
    • (1980) Math. Biosci. , vol.50 , Issue.1-2 , pp. 95-115
    • Norton, J.P.1
  • 55
    • 41649108631 scopus 로고    scopus 로고
    • Algebraic sensitivity analysis of environmental models
    • Norton J.P. Algebraic sensitivity analysis of environmental models. Environ. Modell. Softw. 2008, 23(8):963-972. http://dx.doi.org/10.1016/j.envsoft.2007.11.007.
    • (2008) Environ. Modell. Softw. , vol.23 , Issue.8 , pp. 963-972
    • Norton, J.P.1
  • 56
    • 0003958372 scopus 로고
    • Schwier, A.S., Page, A.N. (Eds.), MacMillan, London, UK.
    • Pareto, V., 1972. Manual of Political Economy. In: Schwier, A.S., Page, A.N. (Eds.), MacMillan, London, UK.
    • (1972) Manual of Political Economy
    • Pareto, V.1
  • 58
    • 84884731028 scopus 로고    scopus 로고
    • Towards an Improvement of a Lumped Rainfall-Runoff Model through a Comparative Approach
    • Univ. Joseph Fourier, Grenoble, France (in French).
    • Perrin, C., 2000. Towards an Improvement of a Lumped Rainfall-Runoff Model through a Comparative Approach. Ph.D. Thesis, Univ. Joseph Fourier, Grenoble, France (in French).
    • (2000) Ph.D. Thesis
    • Perrin, C.1
  • 59
    • 0035961496 scopus 로고    scopus 로고
    • Does a large number of parameters enhance model performance? Comparative assessment of common catchment model structures on 429 catchments
    • Perrin C., Michel C., Andréassian V. Does a large number of parameters enhance model performance? Comparative assessment of common catchment model structures on 429 catchments. J. Hydrol. 2001, 242(3-4):275-301. http://dx.doi.org/10.1016/S0022-1694(00)00393-0.
    • (2001) J. Hydrol. , vol.242 , Issue.3-4 , pp. 275-301
    • Perrin, C.1    Michel, C.2    Andréassian, V.3
  • 60
    • 0141682120 scopus 로고    scopus 로고
    • Improvement of a parsimonious model for streamflow simulation
    • Perrin C., Michel C., Andréassian V. Improvement of a parsimonious model for streamflow simulation. J. Hydrol. 2003, 279(1):275-289. http://dx.doi.org/10.1016/S0022-1694(03)00225-7.
    • (2003) J. Hydrol. , vol.279 , Issue.1 , pp. 275-289
    • Perrin, C.1    Michel, C.2    Andréassian, V.3
  • 61
    • 79251503037 scopus 로고    scopus 로고
    • Cooperative Research Centre for Catchment Hydrology
    • Podger, G., 2004. RRL Rainfall Runoff Library User Guide. Cooperative Research Centre for Catchment Hydrology. http://www.toolkit.net.au.
    • (2004) RRL Rainfall Runoff Library User Guide
    • Podger, G.1
  • 62
    • 0023436768 scopus 로고
    • Global optimization algorithms for a CAD workstation
    • Price W.L. Global optimization algorithms for a CAD workstation. J. Optimiz. Theory App. 1987, 55(1):133-146. http://dx.doi.org/10.1007/BF00939049.
    • (1987) J. Optimiz. Theory App. , vol.55 , Issue.1 , pp. 133-146
    • Price, W.L.1
  • 64
    • 0001727688 scopus 로고
    • Identification in parametric models
    • Rothenberg T.J. Identification in parametric models. Econometrica 1971, 39(3):577-591. http://dx.doi.org/10.2307/1913267.
    • (1971) Econometrica , vol.39 , Issue.3 , pp. 577-591
    • Rothenberg, T.J.1
  • 65
    • 0037093163 scopus 로고    scopus 로고
    • Making best use of model evaluations to compute sensitivity indices
    • Saltelli A. Making best use of model evaluations to compute sensitivity indices. Comput. Phys. Commun. 2002, 145(2):280-297. http://dx.doi.org/10.1016/S0010-4655(02)00280-1.
    • (2002) Comput. Phys. Commun. , vol.145 , Issue.2 , pp. 280-297
    • Saltelli, A.1
  • 67
    • 79951579229 scopus 로고    scopus 로고
    • Estimating evapotranspiration under warmer climates: insights from a semi-arid riparian system
    • Serrat-Capdevila A., Scott R.L., James Shuttleworth W., Valdés J.B. Estimating evapotranspiration under warmer climates: insights from a semi-arid riparian system. J. Hydrol. 2011, 399(1-2):1-11. http://dx.doi.org/10.1016/j.jhydrol.2010.12.021.
    • (2011) J. Hydrol. , vol.399 , Issue.1-2 , pp. 1-11
    • Serrat-Capdevila, A.1    Scott, R.L.2    James Shuttleworth, W.3    Valdés, J.B.4
  • 68
    • 84884721323 scopus 로고    scopus 로고
    • Addressing ten questions about conceptual rainfall-runoff models with global sensitivity analyses in R
    • Shin M.-J., Guillaume J.H.A., Croke B.F.W., Jakeman A.J. Addressing ten questions about conceptual rainfall-runoff models with global sensitivity analyses in R. J. Hydrol. 2013, 503:135-152. http://dx.doi.org/10.1016/j.jhydrol.2013.08.047.
    • (2013) J. Hydrol. , vol.503 , pp. 135-152
    • Shin, M.-J.1    Guillaume, J.H.A.2    Croke, B.F.W.3    Jakeman, A.J.4
  • 69
    • 34249782862 scopus 로고    scopus 로고
    • Watershed calibration using multistart local optimization and evolutionary optimization with radial basis function approximation
    • Shoemaker C.A., Regis R.G., Fleming R.C. Watershed calibration using multistart local optimization and evolutionary optimization with radial basis function approximation. Hydrol. Sci. J. 2007, 52(3):450-465. http://dx.doi.org/10.1623/hysj.52.3.450.
    • (2007) Hydrol. Sci. J. , vol.52 , Issue.3 , pp. 450-465
    • Shoemaker, C.A.1    Regis, R.G.2    Fleming, R.C.3
  • 70
    • 0000760143 scopus 로고
    • Sensitivity analysis for nonlinear mathematical models
    • Sobol I.M. Sensitivity analysis for nonlinear mathematical models. Math. Model. Comput. Exp. 1993, 1(4):407-414.
    • (1993) Math. Model. Comput. Exp. , vol.1 , Issue.4 , pp. 407-414
    • Sobol, I.M.1
  • 71
    • 0027503733 scopus 로고
    • Calibration of rainfall-runoff models: application of global optimization to the Sacramento soil moisture accounting model
    • Sorooshian S., Duan Q., Gupta V.K. Calibration of rainfall-runoff models: application of global optimization to the Sacramento soil moisture accounting model. Water Resour. Res. 1993, 29(4):1185-1194. http://dx.doi.org/10.1029/92WR02617.
    • (1993) Water Resour. Res. , vol.29 , Issue.4 , pp. 1185-1194
    • Sorooshian, S.1    Duan, Q.2    Gupta, V.K.3
  • 72
    • 0000852513 scopus 로고
    • Muiltiobjective optimization using nondominated sorting in genetic algorithms
    • Srinivas N., Deb K. Muiltiobjective optimization using nondominated sorting in genetic algorithms. Evol. Comput. 1994, 2(3):221-248. http://dx.doi.org/10.1162/evco.1994.2.3.221.
    • (1994) Evol. Comput. , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 73
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R., Price K. Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. J. Global Optim. 1997, 11(4):341-359. http://dx.doi.org/10.1023/A:1008202821328.
    • (1997) J. Global Optim. , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 74
    • 39849107510 scopus 로고    scopus 로고
    • Global sensitivity analysis using polynomial chaos expansions
    • Sudret B. Global sensitivity analysis using polynomial chaos expansions. Reliab. Eng. Syst. Safety 2008, 93(7):964-979. http://dx.doi.org/10.1016/j.ress.2007.04.002.
    • (2008) Reliab. Eng. Syst. Safety , vol.93 , Issue.7 , pp. 964-979
    • Sudret, B.1
  • 75
    • 84856406533 scopus 로고    scopus 로고
    • Toward calibration of regional groundwater models using GRACE data
    • Sun A.Y., Green R., Swenson S., Rodell M. Toward calibration of regional groundwater models using GRACE data. J. Hydrol. 2012, 1-9. http://dx.doi.org/10.1016/j.jhydrol.2011.10.025.
    • (2012) J. Hydrol. , pp. 1-9
    • Sun, A.Y.1    Green, R.2    Swenson, S.3    Rodell, M.4
  • 76
    • 84911893638 scopus 로고    scopus 로고
    • Assessment of the uncertainties of a conceptual hydrologic model by using artificially generated flows
    • Valent P., Szolgay J., Land Riverso C. Assessment of the uncertainties of a conceptual hydrologic model by using artificially generated flows. Slovak J. Civil Eng. 2012, 20(4):35-43. http://dx.doi.org/10.2478/v10189-012-0020-9.
    • (2012) Slovak J. Civil Eng. , vol.20 , Issue.4 , pp. 35-43
    • Valent, P.1    Szolgay, J.2    Land Riverso, C.3
  • 77
    • 67650417863 scopus 로고    scopus 로고
    • Sensitivity-guided reduction of parametric dimensionality for multi-objective calibration of watershed models
    • van Werkhoven K., Wagener T., Reed P., Tang Y. Sensitivity-guided reduction of parametric dimensionality for multi-objective calibration of watershed models. Adv. Water Resour. 2009, 32(6):1154-1169. http://dx.doi.org/10.1016/j.advwatres.2009.03.002.
    • (2009) Adv. Water Resour. , vol.32 , Issue.6 , pp. 1154-1169
    • van Werkhoven, K.1    Wagener, T.2    Reed, P.3    Tang, Y.4
  • 78
    • 65349141143 scopus 로고    scopus 로고
    • Accelerating Markov Chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling
    • Vrugt J.A., ter Braak C.J.F., Diks C.G.H., Robinson B.A., Hyman J.M., Higdon D. Accelerating Markov Chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling. Int. J. Nonlin. Sci. Num. 2008, 10(3):273-290. http://dx.doi.org/10.1515/IJNSNS.2009.10.3.273.
    • (2008) Int. J. Nonlin. Sci. Num. , vol.10 , Issue.3 , pp. 273-290
    • Vrugt, J.A.1    ter Braak, C.J.F.2    Diks, C.G.H.3    Robinson, B.A.4    Hyman, J.M.5    Higdon, D.6
  • 79
    • 29144451373 scopus 로고    scopus 로고
    • Model identification for hydrological forecasting under uncertainty
    • Wagener T., Gupta H.V. Model identification for hydrological forecasting under uncertainty. Stoch. Environ. Res. Risk A 2005, 19(6):378-387. http://dx.doi.org/10.1007/s00477-005-0006-5.
    • (2005) Stoch. Environ. Res. Risk A , vol.19 , Issue.6 , pp. 378-387
    • Wagener, T.1    Gupta, H.V.2
  • 80
    • 33846799316 scopus 로고    scopus 로고
    • Numerical and visual evaluation of hydrological and environmental models using the Monte Carlo analysis toolbox
    • Wagener T., Kollat J. Numerical and visual evaluation of hydrological and environmental models using the Monte Carlo analysis toolbox. Environ. Modell. Softw. 2007, 22(7):1021-1033. http://dx.doi.org/10.1016/j.envsoft.2006.06.017.
    • (2007) Environ. Modell. Softw. , vol.22 , Issue.7 , pp. 1021-1033
    • Wagener, T.1    Kollat, J.2
  • 81
    • 4243444854 scopus 로고    scopus 로고
    • A generic rainfall-runoff modelling toolbox
    • Wagener, T., Lees, M.J., Wheater, H.S., 1999. A generic rainfall-runoff modelling toolbox. EOS Trans. AGU Fall Meet. Suppl., Vol. 80, p. F409.
    • (1999) EOS Trans. AGU Fall Meet. , vol.80 , Issue.SUPPL , pp. F409
    • Wagener, T.1    Lees, M.J.2    Wheater, H.S.3
  • 83
    • 0004371532 scopus 로고    scopus 로고
    • A toolkit for the development and application of parsimonious hydrological models
    • Water Resour. Publ. LLC, USA
    • Wagener T., Lees M.J., Wheater H.S. A toolkit for the development and application of parsimonious hydrological models. Mathematical Models of Small Watershed Hydrology 2001, vol. 2. Water Resour. Publ. LLC, USA.
    • (2001) Mathematical Models of Small Watershed Hydrology , vol.2
    • Wagener, T.1    Lees, M.J.2    Wheater, H.S.3
  • 84
    • 0019610560 scopus 로고
    • Unidentifiable compartmental models: what to do?
    • Walter E., Lecourtier Y. Unidentifiable compartmental models: what to do?. Math. Biosci. 1981, 56(1-2):1-25. http://dx.doi.org/10.1016/0025-5564(81)90025-0.
    • (1981) Math. Biosci. , vol.56 , Issue.1-2 , pp. 1-25
    • Walter, E.1    Lecourtier, Y.2
  • 85
    • 77951205089 scopus 로고    scopus 로고
    • Covariance matrix adaptation evolution strategy based design of centralized PID controller
    • Willjuice I.M., Baskar S. Covariance matrix adaptation evolution strategy based design of centralized PID controller. Expert. Syst. Appl. 2010, 37(8):5775-5781. http://dx.doi.org/10.1016/j.eswa.2010.02.031.
    • (2010) Expert. Syst. Appl. , vol.37 , Issue.8 , pp. 5775-5781
    • Willjuice, I.M.1    Baskar, S.2
  • 86
    • 0030162090 scopus 로고    scopus 로고
    • Automatic calibration of conceptual rainfall-runoff models: sensitivity to calibration data
    • Yapo P.O., Gupta H.V., Sorooshian S. Automatic calibration of conceptual rainfall-runoff models: sensitivity to calibration data. J. Hydrol. 1996, 181(1-4):23-48. http://dx.doi.org/10.1016/0022-1694(95)02918-4.
    • (1996) J. Hydrol. , vol.181 , Issue.1-4 , pp. 23-48
    • Yapo, P.O.1    Gupta, H.V.2    Sorooshian, S.3
  • 87
    • 78649498049 scopus 로고    scopus 로고
    • In lieu of the paired catchment approach: hydrologic model change detection at the catchment scale
    • Zégre N., Skaugset A.E., Som N.A., McDonnell J.J., Ganio L.M. In lieu of the paired catchment approach: hydrologic model change detection at the catchment scale. Water Resour. Res. 2010, 46(11):W11544. http://dx.doi.org/10.1029/2009WR008601.
    • (2010) Water Resour. Res. , vol.46 , Issue.11 , pp. W11544
    • Zégre, N.1    Skaugset, A.E.2    Som, N.A.3    McDonnell, J.J.4    Ganio, L.M.5


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