Mapping vulnerability to debris flows based on SOM method

被引:3
作者
Ding, Mingtao [1 ,2 ]
Tellez, Ricardo Delgado [2 ,3 ]
Hu, Kaiheng [2 ]
机构
[1] Southwest Univ Sci & Technol, Sch Environm & Resources, Mianyang 621010, Peoples R China
[2] Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
[3] Chinese Acad Sci, Grad Univ, Inst Geog Sci & Nat Resources Res, Beijing 10049, Peoples R China
来源
2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 1 | 2010年
基金
中国国家自然科学基金;
关键词
Debris flow; Vulnerability; Self Organized Maps; Shengou basin; Dongchuan city; DISASTER VULNERABILITY; DECISION-MAKING; MODEL; CRITERIA;
D O I
10.1109/ICCAE.2010.5451928
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Vulnerability measure is essential for hazards and risk research. It refers to the susceptibility of people, communities or regions to natural or technological hazards. This paper defines vulnerability as a combination of economic and social damage potential. In order to measure the vulnerability, indicators cover both economic and social scopes. The Shengou basin in Dongchuan city of Yunnan province is taken as a case to study the risk vulnerability of debris flow using 6 vulnerable indicators which are housing structure, building date, housing area, levels, family population and family income. Combining the indicators based on a Self Organized Map, (SOM) the proposed method creates an integrated debris flow vulnerability map to depict the vulnerability levels of the town in the Shengou basin. The obtained map agrees with the conditions of Dongchuan city and provides a scientific basis to activities related to disaster prevention and reduction in Dongchuan city.
引用
收藏
页码:393 / 398
页数:6
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