DocumentCode
2168144
Title
Mapping vulnerability to debris flows based on SOM method
Author
Ding, Mingtao ; Tellez, Ricardo Delgado ; Hu, Kaiheng
Author_Institution
Sch. of Environ. & Resources, Southwest Univ. of Sci. & Technol., Mianyang, China
Volume
1
fYear
2010
fDate
26-28 Feb. 2010
Firstpage
393
Lastpage
398
Abstract
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.
Keywords
risk management; self-organising feature maps; social sciences; SOM method; building date; debris flow vulnerability map; economic damage potential; family income; family population; housing area; housing structure; risk vulnerability mapping; self organized map; social damage potential; vulnerability measure; Buildings; Cities and towns; Economic indicators; Environmental economics; Hazards; Information analysis; Network topology; Neural networks; Neurons; Statistical analysis; Debris flow; Dongchuan city; Self Organized Maps; Shengou basin; Vulnerability;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-5585-0
Electronic_ISBN
978-1-4244-5586-7
Type
conf
DOI
10.1109/ICCAE.2010.5451928
Filename
5451928
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