Risk assessment and validation of flood disaster based on fuzzy mathematics

被引:97
作者
Jiang, Weiguo [1 ,2 ]
Deng, Lei [1 ,2 ]
Chen, Luyao [3 ]
Wu, Jianjun [1 ,2 ]
Li, Jing [1 ,2 ]
机构
[1] Beijing Normal Univ, MOE, Key Lab Environm Change & Nat Disaster, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, MOCA, Acad Disaster Reduct & Emergency Management, Beijing 100875, Peoples R China
[3] Texas A&M Univ, Dept Geog, College Stn, TX 77843 USA
基金
中国国家自然科学基金;
关键词
Flood disaster; Risk assessment; Risk validation; Fuzzy mathematics; Malaysia;
D O I
10.1016/j.pnsc.2008.12.010
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Floods often take place around rivers and plains, which indicates a higher risk of flooding in these areas. This paper adopts fuzzy comprehensive assessment (FCA), simple fuzzy classification (SFC), and the fuzzy similarity method (FSM) to assess flood disaster risk in Kelantan, Malaysia. Validation data, such as the flooded area, paddy area, urban area, residential area, and refuges, were overlaid to validate and analyze the accuracy of flood disaster risk. The results show that (1) 70-75% of flooded areas lie within the higher and highest risk zones, which shows an effective assessment accuracy; (2) paddy, built-up, and residential areas concentrated in the higher and highest risk zones are more likely to be destroyed by flood disasters; (3) 200-225 refuges in the higher and highest risk zones account for around 50% of all refuges, which means that more refuges should be built in the higher and highest risk zones to meet the accommodation requirement; (4) three methods proved to be feasible and effective in evaluating flood disaster risk, among which FCA is more suitable for the study area than the two other methods. (C) 2009 National Natural Science Foundation of China and Chinese Academy of Sciences. Published by Elsevier Limited and Science in China Press. All rights reserved.
引用
收藏
页码:1419 / 1425
页数:7
相关论文
共 24 条
  • [1] [Anonymous], WORLD DIS REP
  • [2] [Anonymous], 955 WMOTD
  • [3] [Anonymous], 1992, Internationally Agreed Glossary of Basic Terms Related to Disaster Management
  • [4] CHANG NB, 1999, J ENVIRON MANAGE, V63, P293
  • [5] *DID, 2003, NAT REG RIV BAS FIN
  • [6] GAO JX, 2004, RES ENV SCI, V17, P31
  • [7] Application of map and file information visualization system to comprehensive division of natural disasters-Taking the Changjiang Valley as an Example
    Hu B.-Q.
    Jiang M.-X.
    Jun S.-L.
    Zeng Q-S.
    [J]. Chinese Geographical Science, 2001, 11 (4) : 326 - 335
  • [8] HUANG CF, 2004, THEORY APPL NATURAL
  • [9] Development of a fuzzy logic-based rainfall-runoff model
    Hundecha, Y
    Bardossy, A
    Theisen, HW
    [J]. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 2001, 46 (03): : 363 - 376
  • [10] [蒋卫国 JIANG Weiguo], 2008, [湖南大学学报. 自然科学版, Journal of Hunan University. Natural Sciences], V35, P84