Suppr超能文献

基于考虑风险偏好空间异质性的空间有序加权平均方法的综合洪水灾害评估。

Integrated flood hazard assessment based on spatial ordered weighted averaging method considering spatial heterogeneity of risk preference.

机构信息

College of Hydropower and Information Engineering, Huazhong University of Science and Technology, NO. 1037, Luoyu Road, Wuhan 430074, China.

出版信息

Sci Total Environ. 2017 Dec 1;599-600:1034-1046. doi: 10.1016/j.scitotenv.2017.04.218. Epub 2017 Jun 6.

Abstract

Flood is the most common natural hazard in the world and has caused serious loss of life and property. Assessment of flood prone areas is of great importance for watershed management and reduction of potential loss of life and property. In this study, a framework of multi-criteria analysis (MCA) incorporating geographic information system (GIS), fuzzy analytic hierarchy process (AHP) and spatial ordered weighted averaging (OWA) method was developed for flood hazard assessment. The factors associated with geographical, hydrological and flood-resistant characteristics of the basin were selected as evaluation criteria. The relative importance of the criteria was estimated through fuzzy AHP method. The OWA method was utilized to analyze the effects of different risk attitudes of the decision maker on the assessment result. The spatial ordered weighted averaging method with spatially variable risk preference was implemented in the GIS environment to integrate the criteria. The advantage of the proposed method is that it has considered spatial heterogeneity in assigning risk preference in the decision-making process. The presented methodology has been applied to the area including Hanyang, Caidian and Hannan of Wuhan, China, where flood events occur frequently. The outcome of flood hazard distribution presents a tendency of high risk towards populated and developed areas, especially the northeast part of Hanyang city, which has suffered frequent floods in history. The result indicates where the enhancement projects should be carried out first under the condition of limited resources. Finally, sensitivity of the criteria weights was analyzed to measure the stability of results with respect to the variation of the criteria weights. The flood hazard assessment method presented in this paper is adaptable for hazard assessment of a similar basin, which is of great significance to establish counterplan to mitigate life and property losses.

摘要

洪水是世界上最常见的自然灾害,已造成严重的生命和财产损失。对洪水易发地区进行评估对于流域管理和减少潜在的生命和财产损失非常重要。本研究提出了一种结合地理信息系统(GIS)、模糊层次分析法(AHP)和空间有序加权平均(OWA)方法的多准则分析(MCA)框架,用于洪水灾害评估。选择与流域地理、水文和抗洪特征相关的因素作为评估标准。通过模糊 AHP 方法估计标准的相对重要性。OWA 方法用于分析决策者不同风险态度对评估结果的影响。在 GIS 环境中实现了具有空间可变风险偏好的空间有序加权平均方法来整合标准。该方法的优点在于,它在决策过程中考虑了分配风险偏好的空间异质性。提出的方法已应用于中国武汉市汉阳、蔡甸和汉南地区,该地区洪水频发。洪水灾害分布的结果呈现出人口密集和发达地区风险较高的趋势,特别是历史上经常遭受洪水的汉阳东北部。结果表明,在资源有限的情况下,应首先在哪些地方进行增强项目。最后,分析了标准权重的敏感性,以衡量结果对标准权重变化的稳定性。本文提出的洪水灾害评估方法适用于类似流域的灾害评估,对于制定减轻生命和财产损失的对策具有重要意义。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验