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Articles

Comparison of several heuristic approaches to calibration of WATCLASS hydrologic model1Footnote

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Pages 40-46 | Published online: 28 Mar 2013

References

  • Bartlett , P. A. , McCaughey , J. H. , Lafleur , P. M. and Verseghy , D. L. 2003 . Modelling evapotranspiration at three boreal forest stands using the class: Tests of parameterizations for canopy conductance and soil evaporation . International Journal of Climatology , 23 : 427 – 451 .
  • Barlett , P. A. , MacKay , M. D. and Verseghy , D. L. 2006 . Modified snow algorithms in the Canadian Land Surface Scheme: Model runs and sensitivity analysis at three boreal forest stands . Atmosphere - Ocean , 44 ( 3 ) : 207 – 222 .
  • Blasonel , R. , Madsen , H. and Rosbjerg , D. 2007 . Parameter estimation in distributed hydrological modelling: comparison of global and local optimisation techniques . Nordic Hydrology , 38 : 451 – 476 .
  • Chu , W. , Gao , X. and Sorooshian , S. 2010 . Improving the shuffled complex evolution scheme for optimization of complex nonlinear hydrological systems: Application to the calibration of the Sacramento soil-moisture accounting model . Water Resources Research , 46 ( 9 ) : W09530 doi: 10.1029/2010WR009224
  • Couckuyt, I., D. Gorissen, H. Rouhani, E. Laermans, and T. Dhaene. 2009. “Evolutionary regression modeling with active learning: An application to rainfall runoff modeling.” In Adaptive and Natural Computing Algorithms : 9th International Conference, ICANNGA 2009, Kuopio, Finland, April 2009, Revised Selected Papers, edited by M. Kolehmainen, P. Toivanen and B. Beliczynski, 548–558, New York: Springer.
  • Duan , Q. , Gupta , V. and Sorooshian , S. 1993 . A shuffled complex evolution approach for effective and efficient optimization . Journal of Optimization Theory and Applications , 76 : 501 – 521 .
  • Gan , T. and Biftu , G. 1996 . Automatic calibration of conceptual rainfall runoff models: Optimization algorithms, catchment conditions, and model structure . Water Resources Research , 32 ( 12 ) : 3513 – 3524 .
  • Gupta , H. , Sorooshian , S. and Yapo , P. 1991 . The genetic algorithm and its application to calibrating conceptual rainfall-runoff models . Water Resources Research , 9 : 2467 – 2471 .
  • Jones , D. , Schonlau , M. and Welch , W. 1998 . Efficient global optimization of expensive black-box functions . Journal of Global Optimization , 13 : 455 – 492 .
  • Kamali, M., K. Ponnambalam, and E. Soulis. 2005. “Hydrologic model calibration using fuzzy TSK surrogate model.” Fuzzy Information Processing Society, Annual Meeting of NAFIPS. 2005: 799–803. doi:10.1109/NAFIPS.2005.1548642.
  • Kouwen , N. 1988 . WATFLOOD: A micro-computer based flood forecasting system based on real-time weather radar . Canadian Water Resources Journal , 13 ( 1 ) : 62 – 77 .
  • Marsden , A. , Wang , M. , Dennis , J. E. Jr. and Moin , P. 2004 . Optimal aeroacoustic shape design using the surrogate management framework . Optimization and Engineering , 5 : 235 – 262 .
  • McKay , M. , Conover , W. and Beckman , R. J. 1979 . A comparison of three methods for selecting values of input variables in the analysis of output from a computer code . Technometrics , 21 : 239 – 245 .
  • Mugunthan , P. and Shoemaker , C. 2006 . Assessing the impacts of parameter uncertainty for computationally expensive groundwater models . Water Resources Research , 42 ( 10 ) : W10428 doi: 10.1029/2005WR004640
  • Nash , J. and Sutcliffe , J. V. 1970 . River flow forecasting through conceptual models part I: A discussion of principles . Journal of Hydrology , 10 : 282 – 290 .
  • Sacks , J. , Welch , W. , Mitchell , T. and Wynn , H. 1989 . Design and analysis of computer experiments . Statistical Science. , 4 : 409 – 423 .
  • Soulis , E. D. and Seglenieks , F. 2008 . “ The MAGS integrated modeling system ” . In Cold Regions Atmospheric and Hydrologic Studies: the Mackenzie GEWEX Experience, hydrologic Processes , Edited by: Woo , M. K. Volume 2 , 445 – 473 . Berlin : Springer-Verlag .
  • Stadnyk , T. , Amour , N. S. T. , Kouwen , N. , Edwards , T. W. D. , Pietroniro , A. and Gibson , J. J. 2005 . A groundwater separation study in boreal wetland terrain: The WATFLOOD hydrological model compared with stable isotope tracers . Isotopes in Environmental and Health Studies , 41 : 49 – 68 .
  • Verseghy , D. L. 1991 . CLASS-A Canadian land surface scheme for GCMs, I soil model . International Journal of Climatology , 11 : 111 – 133 .
  • Verseghy , D. L. 1993 . CLASS-A Canadian land surface scheme for GCMs, II vegetation model and coupled runs . International Journal of Climatology , 13 : 347 – 370 .
  • Yirdaw , S. , Snelgrove , K. , Seglenieks , F. , Agboma , C. and Soulis , E. 2009 . Assessment of the WATCLASS hydrological model result of the Mackenzie River basin using the GRACE satellite total water storage measurement . Hydrological Processes , 23 : 3391 – 3400 .

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