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Volumn 39, Issue 4, 2014, Pages 2535-2549

Development of an Automatic Calibration Tool Using Genetic Algorithm for the ARNO Conceptual Rainfall-Runoff Model

Author keywords

Automatic calibration; Conceptual rainfall runoff models; Fitness function; Genetic algorithm; Karun river

Indexed keywords


EID: 84899997618     PISSN: 2193567X     EISSN: 21914281     Source Type: Journal    
DOI: 10.1007/s13369-013-0903-8     Document Type: Article
Times cited : (16)

References (47)
  • 1
    • 34147178948 scopus 로고    scopus 로고
    • Predicting daily streamflow using rainfall forecasts, a simple loss module and unit hydrographs: two Brazilian catchments
    • Littlewood I. G. et al.: Predicting daily streamflow using rainfall forecasts, a simple loss module and unit hydrographs: two Brazilian catchments. Environ. Model. Softw. 22(11), 1229-1239 (2007).
    • (2007) Environ. Model. Softw. , vol.22 , Issue.11 , pp. 1229-1239
    • Littlewood, I.G.1
  • 2
    • 33744917802 scopus 로고    scopus 로고
    • Application of stochastic parameter optimization to the Sacramento soil moisture accounting model
    • Vrugt J. A. et al.: Application of stochastic parameter optimization to the Sacramento soil moisture accounting model. J. Hydrol. 325(1-4), 288-307 (2006).
    • (2006) J. Hydrol. , vol.325 , Issue.1-4 , pp. 288-307
    • Vrugt, J.A.1
  • 3
    • 0034863505 scopus 로고    scopus 로고
    • A comparison of metric and conceptual approaches in rainfall-runoff modeling and its implications
    • Kokkonen T. S., Jakeman A. J.: A comparison of metric and conceptual approaches in rainfall-runoff modeling and its implications. Water Resour. Res. 37(11), 2345-2352 (2007).
    • (2007) Water Resour. Res. , vol.37 , Issue.11 , pp. 2345-2352
    • Kokkonen, T.S.1    Jakeman, A.J.2
  • 4
    • 33846590455 scopus 로고    scopus 로고
    • Calibration of conceptual rainfall-runoff models using global optimisation methods with hydrologic process-based parameter constraints
    • Cooper V. A., Nguyen V. T. V., Nicell J. A.: Calibration of conceptual rainfall-runoff models using global optimisation methods with hydrologic process-based parameter constraints. J. Hydrol. 334(3-4), 455-466 (2007).
    • (2007) J. Hydrol. , vol.334 , Issue.3-4 , pp. 455-466
    • Cooper, V.A.1    Nguyen, V.T.V.2    Nicell, J.A.3
  • 5
    • 0026445234 scopus 로고
    • Effective and efficient global optimization for conceptual rainfall-runoff models
    • Duan Q. Y., Sorooshian S., Gupta V.: Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resour. Res. 28(4), 1015-1031 (1992).
    • (1992) Water Resour. Res. , vol.28 , Issue.4 , pp. 1015-1031
    • Duan, Q.Y.1    Sorooshian, S.2    Gupta, V.3
  • 6
    • 84856622148 scopus 로고    scopus 로고
    • Computationally efficient calibration of WATCLASS Hydrologic models using surrogate optimization
    • Kamali M., Ponnambalam K., Soulis E. D.: Computationally efficient calibration of WATCLASS Hydrologic models using surrogate optimization. Hydrol. Earth Syst. Sci. Discuss. 4(4), 2307-2321 (2007).
    • (2007) Hydrol. Earth Syst. Sci. Discuss. , vol.4 , Issue.4 , pp. 2307-2321
    • Kamali, M.1    Ponnambalam, K.2    Soulis, E.D.3
  • 7
    • 33845307599 scopus 로고    scopus 로고
    • How effective and efficient are multiobjective evolutionary algorithms at hydrologic model calibration?
    • Tang Y., Reed P., Wagener T.: How effective and efficient are multiobjective evolutionary algorithms at hydrologic model calibration?. Hydrol. Earth Syst. Sci. 10(2), 289-307 (2006).
    • (2006) Hydrol. Earth Syst. Sci. , vol.10 , Issue.2 , pp. 289-307
    • Tang, Y.1    Reed, P.2    Wagener, T.3
  • 9
    • 0035502003 scopus 로고    scopus 로고
    • A parallelized genetic algorithm for the calibration of Lowry model
    • Wong S. C., Wong C. K., Tong C. O.: A parallelized genetic algorithm for the calibration of Lowry model. Parallel Comput. 27(12), 1523-1536 (2001).
    • (2001) Parallel Comput. , vol.27 , Issue.12 , pp. 1523-1536
    • Wong, S.C.1    Wong, C.K.2    Tong, C.O.3
  • 10
    • 33847217888 scopus 로고    scopus 로고
    • Using genetic algorithms to calibrate a water quality model
    • Liu S. M. et al.: Using genetic algorithms to calibrate a water quality model. Sci. Total Environ. 374(2-3), 260-272 (2007).
    • (2007) Sci. Total Environ. , vol.374 , Issue.2-3 , pp. 260-272
    • Liu, S.M.1
  • 11
    • 0026266630 scopus 로고
    • The genetic algorithm and its application to calibrating conceptual rainfall-runoff models
    • Wang Q. J.: The genetic algorithm and its application to calibrating conceptual rainfall-runoff models. Water Resour. Res. 27(11), 2467-2471 (1991).
    • (1991) Water Resour. Res. , vol.27 , Issue.11 , pp. 2467-2471
    • Wang, Q.J.1
  • 12
    • 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. 29(4), 1185-1194 (1993).
    • (1993) Water Resour. Res. , vol.29 , Issue.4 , pp. 1185-1194
    • Sorooshian, S.1    Duan, Q.2    Gupta, V.K.3
  • 13
    • 0030714137 scopus 로고    scopus 로고
    • Evaluation of global optimization methods for conceptual rainfall-runoff model calibration
    • Cooper V. A., Nguyen V. T. V., Nicell J. A.: Evaluation of global optimization methods for conceptual rainfall-runoff model calibration. Water Sci. Technol. 36(5), 53-60 (1997).
    • (1997) Water Sci. Technol. , vol.36 , Issue.5 , pp. 53-60
    • Cooper, V.A.1    Nguyen, V.T.V.2    Nicell, J.A.3
  • 14
    • 0032579570 scopus 로고    scopus 로고
    • Multi-objective global optimization for hydrologic models
    • Yapo P. O., Gupta H. V., Sorooshian S.: Multi-objective global optimization for hydrologic models. J. Hydrol. 204(1-4), 83-97 (1998).
    • (1998) J. Hydrol. , vol.204 , Issue.1-4 , pp. 83-97
    • Yapo, P.O.1    Gupta, H.V.2    Sorooshian, S.3
  • 15
    • 34447100952 scopus 로고    scopus 로고
    • A nonlinear rainfall-runoff model embedded with an automated calibration method. Part 2: The automated calibration method
    • Lin G. F., Wang C. M.: A nonlinear rainfall-runoff model embedded with an automated calibration method. Part 2: The automated calibration method. J. Hydrol. 341(3-4), 196-206 (2007).
    • (2007) J. Hydrol. , vol.341 , Issue.3-4 , pp. 196-206
    • Lin, G.F.1    Wang, C.M.2
  • 16
    • 0031160838 scopus 로고    scopus 로고
    • Comparing several genetic algorithm schemes for the calibration of conceptual rainfall-runoff models
    • Franchini M., Galeati G.: Comparing several genetic algorithm schemes for the calibration of conceptual rainfall-runoff models. Hydrol. Sci. J. 42(3), 357-379 (1997).
    • (1997) Hydrol. Sci. J. , vol.42 , Issue.3 , pp. 357-379
    • Franchini, M.1    Galeati, G.2
  • 17
    • 0029657538 scopus 로고    scopus 로고
    • Use of a genetic algorithm combined with a local search method for the automatic calibration of conceptual rainfall-runoff models
    • Franchini M.: Use of a genetic algorithm combined with a local search method for the automatic calibration of conceptual rainfall-runoff models. Hydrol. Sci. J. 41(1), 21-39 (1996).
    • (1996) Hydrol. Sci. J. , vol.41 , Issue.1 , pp. 21-39
    • Franchini, M.1
  • 18
    • 0030719780 scopus 로고    scopus 로고
    • Using genetic algorithms to optimise model parameters
    • Wang Q. J.: Using genetic algorithms to optimise model parameters. Environ. Model. Softw. 12(1), 27-34 (1997).
    • (1997) Environ. Model. Softw. , vol.12 , Issue.1 , pp. 27-34
    • Wang, Q.J.1
  • 21
    • 84880571402 scopus 로고
    • Relazione Generale dello studio per conto della Regione Toscana, in Tech. Report. Bologna
    • Todini, E.: Il modello afllussi deflussi del fiume Amo. Relazione Generale dello studio per conto della Regione Toscana, in Tech. Report. Bologna (1988).
    • (1988) Il Modello Afllussi Deflussi Del Fiume Amo
    • Todini, E.1
  • 23
    • 0030483015 scopus 로고    scopus 로고
    • The ARNO rainfall-runoff model
    • Todini E.: The ARNO rainfall-runoff model. J. Hydrol. 175(1-4), 339-382 (1996).
    • (1996) J. Hydrol. , vol.175 , Issue.1-4 , pp. 339-382
    • Todini, E.1
  • 24
    • 0842325034 scopus 로고    scopus 로고
    • Optimizing water quality monitoring stations using genetic algorithms
    • Al-Zahrani, M. A.: Moied, K.: Optimizing water quality monitoring stations using genetic algorithms. Arab. J. Sci. Eng. 28(1B), 57-75 (2003).
    • (2003) Arab. J. Sci. Eng , vol.28 , Issue.1 B , pp. 57-75
    • Al-Zahrani, M.A.1
  • 25
    • 79956205598 scopus 로고    scopus 로고
    • Reactive power dispatch incorporating thyristor controlled series capacitors using improved genetic algorithm
    • Durairaj S., Devaraj D.: Reactive power dispatch incorporating thyristor controlled series capacitors using improved genetic algorithm. Arab. J. Sci. Eng. 34(1B), 173-185 (2009).
    • (2009) Arab. J. Sci. Eng. , vol.34 , Issue.1 B , pp. 173-185
    • Durairaj, S.1    Devaraj, D.2
  • 26
    • 26844450242 scopus 로고    scopus 로고
    • Genetic algorithms for optimal reservoir dispatching
    • Jian-Xia C., Qiang H., Yi-min W.: Genetic algorithms for optimal reservoir dispatching. Water Resour. Manag. 19(4), 321-331 (2005).
    • (2005) Water Resour. Manag. , vol.19 , Issue.4 , pp. 321-331
    • Jian-Xia, C.1    Qiang, H.2    Yi-Min, W.3
  • 28
    • 57349190011 scopus 로고    scopus 로고
    • Hybridized improved genetic algorithm with variable length chromosome for image clustering
    • Katari V. et al.: Hybridized improved genetic algorithm with variable length chromosome for image clustering. Int. J. Comput. Sci. Netw. Secur. 7(11), 121-131 (2007).
    • (2007) Int. J. Comput. Sci. Netw. Secur. , vol.7 , Issue.11 , pp. 121-131
    • Katari, V.1
  • 30
    • 28744454934 scopus 로고    scopus 로고
    • Using genetic algorithm and TOPSIS for Xinanjiang model calibration with a single procedure
    • Cheng C. T. et al.: Using genetic algorithm and TOPSIS for Xinanjiang model calibration with a single procedure. J. Hydrol. 316(1-4), 129-140 (2006).
    • (2006) J. Hydrol. , vol.316 , Issue.1-4 , pp. 129-140
    • Cheng, C.T.1
  • 31
  • 32
    • 0026272988 scopus 로고
    • Selection of calibration objective functions in the context of rainfall-runoff modeling in a Sudanese Savannah area
    • Servat E., Dezetter A.: Selection of calibration objective functions in the context of rainfall-runoff modeling in a Sudanese Savannah area. Hydrol. Sci. J. 36(4), 307-330 (1991).
    • (1991) Hydrol. Sci. J. , vol.36 , Issue.4 , pp. 307-330
    • Servat, E.1    Dezetter, A.2
  • 33
    • 0036499755 scopus 로고    scopus 로고
    • Potential climate change impacts on flood producing mechanisms in southern British Columbia, Canada using the CGCMA1 simulation results
    • Loukas A., Vasiliades L., Dalezios N. R.: Potential climate change impacts on flood producing mechanisms in southern British Columbia, Canada using the CGCMA1 simulation results. J. Hydrol. 259(1-4), 163-188 (2002).
    • (2002) J. Hydrol. , vol.259 , Issue.1-4 , pp. 163-188
    • Loukas, A.1    Vasiliades, L.2    Dalezios, N.R.3
  • 35
    • 33646367151 scopus 로고    scopus 로고
    • Calibrations of a daily rainfall-runoff model with poor quality data
    • Boughton W.: Calibrations of a daily rainfall-runoff model with poor quality data. Environ. Model. Softw. 21(8), 1114-1128 (2006).
    • (2006) Environ. Model. Softw. , vol.21 , Issue.8 , pp. 1114-1128
    • Boughton, W.1
  • 38
    • 84900020467 scopus 로고    scopus 로고
    • Calibrations of the AWBM for use on ungauged catchments, in Technical Report 03/15
    • Monash University
    • Boughton, W.; Chiew, F.: Calibrations of the AWBM for use on ungauged catchments, in Technical Report 03/15. CRC for Catchment Hydrology. Monash University. p. 37 (2003).
    • (2003) CRC For Catchment Hydrology , pp. 37
    • Boughton, W.1    Chiew, F.2
  • 42
    • 0002048389 scopus 로고
    • An approach toward a rational classification of climate
    • Thornthwaite C. W.: An approach toward a rational classification of climate. Geograph. Rev. 38, 55-94 (1948).
    • (1948) Geograph. Rev. , vol.38 , pp. 55-94
    • Thornthwaite, C.W.1
  • 43
    • 0002370669 scopus 로고
    • Reference crop evapotranspiration from temperature
    • Hargreaves G. H., Samani Z. A.: Reference crop evapotranspiration from temperature. Appl. Eng. Agric. 1(2), 96-99 (1985).
    • (1985) Appl. Eng. Agric. , vol.1 , Issue.2 , pp. 96-99
    • Hargreaves, G.H.1    Samani, Z.A.2
  • 44
    • 27644535962 scopus 로고    scopus 로고
    • Rainfall-runoff modelling in a catchment with a complex groundwater flow system: application of the Representative Elementary Watershed (REW) approach
    • Zhang G. P., Savenije H. H. G.: Rainfall-runoff modelling in a catchment with a complex groundwater flow system: application of the Representative Elementary Watershed (REW) approach. Hydrol. Earth Syst. Sci. 9(3), 243-261 (2005).
    • (2005) Hydrol. Earth Syst. Sci. , vol.9 , Issue.3 , pp. 243-261
    • Zhang, G.P.1    Savenije, H.H.G.2
  • 45
    • 0036830423 scopus 로고    scopus 로고
    • Hydrological impacts of climate change on inflows to Perth, Australia
    • Evans J., Schreider S.: Hydrological impacts of climate change on inflows to Perth, Australia. Clim. Change 55(3), 361-393 (2002).
    • (2002) Clim. Change , vol.55 , Issue.3 , pp. 361-393
    • Evans, J.1    Schreider, S.2
  • 46
    • 5644259931 scopus 로고    scopus 로고
    • Climate change implications on flood response of a mountainous watershed
    • Loukas A., Vasiliades L., Dalezios N.: Climate change implications on flood response of a mountainous watershed. Water Air Soil Pollut. Focus 4(4), 331-347 (2004).
    • (2004) Water Air Soil Pollut. Focus , vol.4 , Issue.4 , pp. 331-347
    • Loukas, A.1    Vasiliades, L.2    Dalezios, N.3
  • 47
    • 36148941807 scopus 로고    scopus 로고
    • Semi-distributed flood runoff model at the subcontinental scale for southwestern Iran
    • Nourani V., Mano A.: Semi-distributed flood runoff model at the subcontinental scale for southwestern Iran. Hydrol. Process. 21(27), 3173-3180 (2007).
    • (2007) Hydrol. Process. , vol.21 , Issue.27 , pp. 3173-3180
    • Nourani, V.1    Mano, A.2


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