基于DS-AHP法的洪水风险评估不确定性信息融合

Yajuan Xie, Shanzhen Yi, Yang Cao, Yuntao Lu
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引用次数: 6

摘要

洪水风险评估是洪水灾害预警和决策管理的重要内容。然而,影响洪水风险评估的不确定性因素很多。为了解决这一问题,本文提出了一种基于DS-AHP (Dempster-Shafer and Analytic Hierarchy Process)的信息融合方法来处理不确定性信息,并利用模糊集理论和GIS方法对洪水风险评估进行空间分析和可视化。首先采用层次分析法对所有可能元素进行识别,然后建立模糊集,并采用专家经验法构造隶属函数。函数的结果作为DS的基本概率赋值(BPA)输入。最后确定各决策的偏好关系。结果表明,所提出的方法是有效的,在洪水风险管理决策支持中具有潜在的应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Uncertainty information fusion for flood risk assessment based on DS-AHP method
Assessment of flood risk is important to flood disaster forewarning and decision management. However, there are many uncertainty factors that influence flood risk assessment. In order to solve this problem, this paper proposes an information fusion method based on DS-AHP (Dempster-Shafer and Analytic Hierarchy Process) to deal with uncertainty information, and fuzzy set theory and GIS methods are also employed for spatial analysis and visualization of flood risk assessment. Firstly all possible elements are identified based on AHP method, then the fuzzy set is built and the membership function is constructed based on experts experience method. The results of the function are inputted as the basic probability assignment (BPA) of DS. Finally the preference relations of each decision are determined. The results show that the proposed methods are efficient and demonstrate the potential applications in the decision support of flood risk management.
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