A GIS-Based Flood Risk Assessment Using the Decision-Making Trial and Evaluation Laboratory Approach at a Regional Scale

被引:8
|
作者
Efraimidou, Eirini [1 ]
Spiliotis, Mike [1 ]
机构
[1] Democritus Univ Thrace, Dept Civil Engn, Bldg Α,Univ Campus Kimmeria, Xanthi 67100, Greece
来源
关键词
Flood risk; Flood hazard; Flood vulnerability; GIS; Graph theory; DEMATEL; GEOGRAPHIC INFORMATION-SYSTEMS; HIERARCHY PROCESS AHP; VULNERABILITY ASSESSMENT; HAZARD AREAS; WEST-BENGAL; MODEL; SUSCEPTIBILITY; DISTRICT; DEMATEL; RESOURCES;
D O I
10.1007/s40710-024-00683-w
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper introduces an integrated methodology that exploits both GIS and the Decision-making Trial and Evaluation Laboratory (DEMATEL) methods for assessing flood risk in the Kosynthos River basin in northeastern Greece. The study aims to address challenges arising from data limitations and provide decision-makers with effective flood risk management strategies. The integration of DEMATEL is crucial, providing a robust framework that considers interdependencies among factors, particularly in regions where conventional numerical modeling faces difficulties. DEMATEL is preferred over other methods due to its proficiency in handling qualitative data and its ability to account for interactions among the studied factors. The proposed method is based on two developed causality diagrams. The first diagram is crucial for assessing flood hazard in the absence of data. The second causality diagram offers a multidimensional analysis, considering interactions among the criteria. Notably, the causality diagram referring to flood vulnerability can adapt to local (or national) conditions, considering the ill-defined nature of vulnerability. Given that the proposed methodology identifies highly hazardous and vulnerable areas, the study not only provides essential insights but also supports decision-makers in formulating effective approaches to mitigate flood impacts on communities and infrastructure. Validation includes sensitivity analysis and comparison with historical flood data. Effective weights derived from sensitivity analysis enhance the precision of the Flood Hazard Index (FHI) and Flood Vulnerability Index (FVI). center dot The proposed Causality Diagram addresses multidimensionality regarding the vulnerability.center dot The proposed Causality Diagram addresses data gaps regarding the hazard.center dot The causality diagrams are exploited by using the DEMATEL method.center dot GIS leverages quantitative map data to assess high-risk areas comprehensively.center dot Sensitivity refines Flood Hazard Index and Flood Vulnerability Index precision.
引用
收藏
页数:39
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