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In view of the parameter uncertainty of Xin'anjiang hydrological model,the streamflow simulations from different objective functions are analyzed based on Xin'anjiang model and two Nash Sutciffe coefficients combing with SCE-UA method in the Xiangtan section of Xiangjiang basin.Further,the characteristics of uncertain interval are analyzed according to the results from the single and multi-objective GLUE algorithm as well as NSGA-Ⅱ algorithm.The final results show that different simulation performances are subject to different objective functions,and that the smaller uncertainty interval of NSGA-Ⅱalgorithm is also accompanied by smaller cover rate,and that compared with a single objective algorithm,the results of multi-objective GLUE method has higher cover rate based on the same interval width.
[1]周理,冯威,黎小东,等.基于GLUE方法的分布式水文模型BTOPMC参数不确定性分析[J].水电能源科学,2014,32(8):26-29,33.
[2]Yapo P O,Gupta H V,Sorooshian S.Multi-objective Global Optimization for Hydrologic Models[J].Journal of Hydrology,1998,204:83-97.
[3]Jasper A Vrugt,Hoshin V Gupta,Luis A,et al.Effective and Efficient Algorithm for Multiobjective Optimization of Hydrologic Models[J].Water Resources Research,2003,39(8):5-19.
[4]黄晓敏,雷晓辉,王宇晖,等.基于NSGA-Ⅱ的水文模型参数多目标优化研究[J].人民长江,2012,43(2):16-21.
[5]Jasper A Vrugt,Bruce A Robinson.Improved Evolutionary Optimization from Genetically Adaptive Multimethod Search[J].PNAS.,2007,104(3):708-711.
[6]黄国如,谢河海.基于GLUE方法的流域水文模型的不确定性分析[J].华南理工大学学报:自然科学版,2007,35(3):137-149.
[7]Mckay M D,Beckman R J,Conover W J.A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code[J].Technimetrics,1979,21(5):239-245.
[8]卫晓婧,熊立华.改进的GLUE方法在水文模型不确定性研究中的应用[J].水利水电快报,2008,29(6):23-25.
[9]刘晓英,李玉中,王庆锁.几种基于温度的参考作物蒸散量计算方法的评价[J].农业工程学报,2006,22(6):12-18.
[10]宋文献,江善虎,杨春生,等.SCE-UA、SCEM-UA算法对改进的HYMOD模型模拟结果的影响[J].水电能源科学,2013,31(11):17-20.
Basic Information:
DOI：10.20040/j.cnki.1000-7709.2016.03.004
China Classification Code:P333.9
Citation Information:
[1]REN Zheng,SHENG Dong.Study on Uncertainty of Xin'anjiang Model Parameters Based on Multi-objective GLUE Method[J].Water Resources and Power,2016,34(03):15-18+43.DOI:10.20040/j.cnki.1000-7709.2016.03.004.
Fund Information:
河北省应用基础研究计划(15967663D); 湖南省水利科技项目(湘江科技[2013]243-17,[2013]170-19,[2015]13-34)
2016-03-25
2016-03-25