RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN >> 2015, Vol. 24 >> Issue (06): 931-936.doi: 10.11870/cjlyzyyhj201506005

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RESEARCH FOR EVALUATING WATER SHORTAGE RISK BASED ON SIMILAR CLOUD METHOD IN JIANGSU PROVINCE

GONG Yan-bing1,2, LIU Gao-feng1, FENG Lan-ping1, ZHANG Ji-guo1, HU Na1   

  1. 1. Institute of Hydraulic Information Statistics and Management, Hohai University, Changzhou 213022, China;
    2. State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China
  • Received:2014-04-30 Revised:2014-06-27 Online:2015-06-20

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Abstract: In order to monitor and evaluate the risk of water shortage and realize the sustainable utilization of water resources, the comprehensive evaluation model based on similar cloud model and entropy weight theory was presented to solve the fuzzy and random problem in water shortage risk. The cloud model is a mathematical representation of fuzziness and randomness. It can realize the transformation between the qualitatives when the fuzziness and randomness are integrated together. It has strong robustness for the uncertain question. The method keeps the random and fuzzy in evaluation. Using existing theoretical approaches, a total of five assessment indexes were considered, such as the risk rate, weakness, possibility of recovery, period for reappear and risk level. The entropy weight method was used to compute the evaluation factors' weights, and the normal cloud model was used to describe the grade of water shortage risk. Based on the combined fuzzy similarity measure, a new method to measure the similarity of normal cloud model was proposed. By comparing the value of entropy weight and similar cloud between the three basins and the risk grade, the comprehensive evaluation model based on the entropy weight and similar cloud was constructed. Moreover, the method was compared with the entropy fuzzy comprehensive (EFC) method, the set pair analysis and the variable fuzzy sets (SPA-VFS) method. The application to analysis of three basins (Huaihe River Basin, Yangtze River Basin and Taihu Basin) in Jiangsu Province shows that the proposed model is feasible and the result indicates the water shortage risk level in Huaihe River Basin will be high in 2010, so that measures for risk management must be adopted in the near future. A numerical example shows the new method is simple, feasible and reasonable, and it can overcome some of the shortcomings of the existing methods.

Key words: water shortage risk, normal cloud, similarity measurement, comprehensive evaluation

CLC Number: 

  • TV213.4
[1] 阮本清,韩宇平,王 浩,等.水资源短缺风险的模糊综合评价[J].水利学报,2005,36(8):906-912.
[2] HASHIMOTO T,STEDINGER J R,LOUCKS D P.Reliability,resiliency,and vulnerability criteria for water resources system performance evaluation[J].Water Resources Research,1982,18(1):14-20.
[3] 德克斯坦E,波兰特J.水资源工程可靠性与风险[M].吴媚玲,王俊德译.北京:水利电力出版社,1993.
[4] 张芸霞.基于模糊数学的水资源短缺风险综合评价[J].统计与决策,2012,16:49-51.
[5] 谢 坚,王谢勇,初 莉.城市水资源短缺风险评价模型及预测模型研究[J].水电能源科学,2012,30(7):17-20.
[6] 罗军刚,解建仓,阮本清.基于熵权的水资源短缺风险模糊综合评价模型及应用[J].水利学报,2008,39(9):1092-1104.
[7] 黄明聪,解建仓,阮本清.基于支持向量机的水资源短缺风险评价模型及应用[J].水利学报,2007,38(3):255-259.
[8] 王富强,韩宇平,汪党献.区域水资源短缺风险的SPA-VFS评价模型[J].水电能源科学,2009,27(4):31-33.
[9] 王红瑞,钱龙霞,许新宜.基于模糊概率的水资源短缺风险评价模型及其应用[J].水利学报,2009,40(7):813-821.
[10] 李德毅,杜 鹢.不确定性人工智能[M].北京:国防工业出版社,2005.
[11] 李德毅,刘常昱.论正态云模型的普适性[J].中国工程科学,2004,6(8):28-34.
[12] 汪培庄.模糊集合论及其应用[M].上海:上海科技出版社,1982.
[13] LIU X C.Entropy distance measure and similarity measure of fuzzy sets and their relations[J].Fuzzy Sets and Systems,1992,52:305-318.
[14] 刘常昱,李德毅,杜 鹢.正态云模型的统计分析[J].信息与控制,2005,34(2):236-248.
[15] 胡长忠.江苏省水资源供需平衡现状分析[J].水利水电科技进展,2000,20(4):35-37.
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