A spatial fuzzy logic approach to urban multi-hazard impact assessment in Concepcion, Chile

被引:55
作者
Araya-Munoz, Dahyann [1 ,2 ]
Metzger, Marc J. [1 ]
Stuart, Neil [1 ]
Wilson, A. Meriwether W. [1 ]
Carvajal, Danilo [3 ,4 ]
机构
[1] Univ Edinburgh, Sch GeoSci, Drummond St, Edinburgh EH8 9XP, Midlothian, Scotland
[2] Pontificia Univ Catolica Valparaiso, Inst Geog, Av Brasil 2241, Valparaiso 2362807, Chile
[3] Univ La Serena, Inst Invest Multidisciplinar Ciencia & Tecnol, Benavente 980, La Serena 1720170, Chile
[4] Int Org Dew Utilizat OPUR, 60 Rue Emeriau, F-75015 Paris, France
关键词
Developing countries; Bottom-up evaluation; Fuzzy modelling; Geographical information system (GIS); Vulnerability; CLIMATE-CHANGE; ADAPTIVE CAPACITY; VULNERABILITY; RISKS; INDICATORS; CHALLENGES; EUROPE; AREAS; FLOOD;
D O I
10.1016/j.scitotenv.2016.10.077
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Even though most cities are exposed to more than one hazard, local planners and decision-makers still have a limited understanding of the exposure and sensitivity to and the spatial distribution of hazards. We examine the impact of multiple hazards in the Concepcion Metropolitan Area (CMA), Chile. A flexible methodology based on spatial fuzzy logic modelling was developed to explore the impact of weather-related hazards, including coastal flooding, fluvial flooding, water scarcity, heat stress, and wildfire. 32 indicators were standardised and then aggregated through a stepwise approach into a multi-hazard impact index. We find that all the municipalities in the CMA increased their level of impact between 1992 and 2002, due to a larger increase in the exposure rather than the modest decrease in sensitivity. Municipal sensitivity was driven mostly by changes in the population's age structure. Wild-fires and water scarcity appeared to have the largest impact on all municipalities. Fuzzy modelling offered high flexibility in the standardisation and aggregation of indicators with diverse characteristics, while also providing a means to explore how the interaction of numerous indicators influenced the index. The resulting maps can help identify indicators, components, and hazards or combinations of hazards that most influence the impact on municipalities. The results can be used to improve and promote dialogue among policy-makers and stakeholders regarding prioritisation of resources for urban development in ways that can also reduce exposure and sensitivity and lower vulnerability to climate change. The methods presented can be adapted to other cities. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:508 / 519
页数:12
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