WANG Ying-jie, WANG Lei, RONG Qi-guo, XIONG Dong. Evaluation index selection of debris flow based on entropy value theory[J]. Journal of Traffic and Transportation Engineering, 2014, 14(2): 28-33.
Citation: WANG Ying-jie, WANG Lei, RONG Qi-guo, XIONG Dong. Evaluation index selection of debris flow based on entropy value theory[J]. Journal of Traffic and Transportation Engineering, 2014, 14(2): 28-33.

Evaluation index selection of debris flow based on entropy value theory

More Information
  • Author Bio:

    WANG Ying-jie (1984-), male, doctoral student, +86-431-85862037, 929031081@qq.com

    WANG Lei (1968-2014), male, professor, PhD, +86-431-85862037, wanglei0431@126.com

  • Received Date: 2013-10-18
  • Publish Date: 2014-04-25
  • Aiming at solving the deficiencies of index weight determination in evaluating risk of geological disaster, the theory of minimum entropy analysis was used to form nonlinear independent components.The index optimization and weight determination were done based on their contributions to debris flow.The index weights were evaluated in the classic debris flow risk evaluation model.The evaluation results were compared with the calculated results.Analysis result shows that the main optimal indexes are the maximum rushed amount for a debris flow, frequency, basin area, main gully length, main gully bed tortuosity coefficient, vegetation coverage, the reserve of loose solid material, basin cutting density and sediment supply length ratio.The corresponding weight values of these indexes are 0.235 3, 0.235 3, 0.079 1, 0.079 1, 0.079 1, 0.079 1, 0.073 0, 0.073 0 and 0.073 0 respectively.The numbers of extreme, heavy, moderate and slight debris flows are 3, 3, 6 and 0 respectively.The calculated results are consistent with the real situation and development trend of studied debris flow area.It proves thereasonability of minimum entropy analysis theory applied in geological disaster risk evaluation.

     

  • loading
  • [1]
    BADOUX A, GRAF C, RHYNER J, et al. A debris-flow alarm system for the Alpine Illgraben catchment: design and performance[J]. Natural Hazards, 2009, 49 (3): 517-539. doi: 10.1007/s11069-008-9303-x
    [2]
    蔡文. 可拓学概述[J]. 系统工程理论与实践, 1998, 18 (1): 76-84. doi: 10.3321/j.issn:1000-6788.1998.01.014

    CAI Wen. Introduction of extenics[J]. Systems Engineering—Theory and Practice, 1998, 18 (1): 76-84. (in Chinese). doi: 10.3321/j.issn:1000-6788.1998.01.014
    [3]
    肖伟, 黄丹, 黎华, 等. 地质灾害气象预报预警方法研究[J]. 地质与资源, 2005, 14 (4): 274-278. https://www.cnki.com.cn/Article/CJFDTOTAL-GJSD200504008.htm

    XIAO Wei, HUANG Dan, LI Hua, et al. Research on the early warning of geo-hazards based on weather forecasting[J]. Geology and Resources, 2005, 14 (4): 274-278. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-GJSD200504008.htm
    [4]
    刘希林. 泥石流危险度判定的研究[J]. 灾害学, 1988 (3): 10-15. https://www.cnki.com.cn/Article/CJFDTOTAL-ZHXU198803001.htm

    LIU Xi-lin. Study on assessment of debris flow hazards[J]. Journal of Catastrophology, 1988 (3): 10-15. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-ZHXU198803001.htm
    [5]
    张文, 陈剑平, 秦胜伍, 等. 基于主成分分析的FCM法在泥石流分类中的应用[J]. 吉林大学学报: 地球科学版, 2010, 40 (2): 368-372. https://www.cnki.com.cn/Article/CJFDTOTAL-CCDZ201002019.htm

    ZHANG Wen, CHEN Jian-ping, QIN Sheng-wu, et al. Application of FCM based on principal components analysis in debris flow classification[J]. Journal of Jilin University: Earth Science Edition, 2010, 40 (2): 368-372. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-CCDZ201002019.htm
    [6]
    谷复光, 王清, 张晨. 基于投影寻踪与可拓学方法的泥石流危险度评价[J]. 吉林大学学报: 地球科学版, 2010, 40 (2): 373-377. https://www.cnki.com.cn/Article/CJFDTOTAL-CCDZ201002020.htm

    GU Fu-guang, WANG Qing, ZHANG Chen. Debris flow risk assessment by PPC and extenics[J]. Journal of Jilin University: Earth Science Edition, 2010, 40 (2): 373-377. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-CCDZ201002020.htm
    [7]
    苏鹏程, 倪长健, 孔纪名, 等. 区域泥石流危险度评价的影响因子识别[J]. 水土保持通报, 2009, 29 (1): 128-132. https://www.cnki.com.cn/Article/CJFDTOTAL-STTB200901029.htm

    SU Peng-cheng, NI Chang-jian, KONG Ji-ming, et al. Factor identification for regional danger degree of debris flow[J]. Bulletin of Soil and Water Conservation, 2009, 29 (1): 128-132. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-STTB200901029.htm
    [8]
    孟凡奇, 李广杰, 李明, 等. 逐步判别分析法在筛选泥石流评价因子中的应用[J]. 岩土力学, 2010, 31 (9): 2925-2929. https://www.cnki.com.cn/Article/CJFDTOTAL-YTLX201009047.htm

    MENG Fan-qi, LI Guang-Jie, LI Ming, et al. Application of stepwise discriminant analysis to screening evaluation factors of debris flow[J]. Rock and Soil Mechanics, 2010, 31 (9): 2925-2929. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-YTLX201009047.htm
    [9]
    张晨, 王清, 陈剑平, 等. 金沙江流域泥石流的组合赋权法危险度评价[J]. 岩土力学, 2011, 32 (3): 831-836. https://www.cnki.com.cn/Article/CJFDTOTAL-YTLX201103033.htm

    ZHANG Chen, WANG Qing, CHEN Jian-ping, et al. Evaluation of debris flow risk in Jinsha River based on combined weight process[J]. Rock and Soil Mechanics, 2011, 32 (3): 831-836. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-YTLX201103033.htm
    [10]
    陈鹏宇, 乔景顺, 彭祖武, 等. 基于等级相关的泥石流危险因子筛选与危险度评价[J]. 岩土力学, 2013, 34 (5): 1409-1415. https://www.cnki.com.cn/Article/CJFDTOTAL-YTLX201305027.htm

    CHEN Peng-yu, QIAO Jing-shun, PENG Zu-wu, et al. Screening of debris flow risk factors and risk evaluation based on rank correlation[J]. Rock and Soil Mechanics, 2013, 34 (5): 1409-1415. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-YTLX201305027.htm
    [11]
    CHIEN C C, TSENG C Y, DONG J J. New entropy-based method for variables selection and its application to the debris-flow hazard assessment[J]. Engineering Geology, 2007, 94 (1): 19-26.
    [12]
    PARESCHI M T, SANTACROCE R, SULPIZIO R, et al. Volcaniclastic debris flows in the Clanio Valley (Campania, Italy): insights for the assessment of hazard potential[J]. Geomorphology, 2002, 43 (3/4): 219-231.
    [13]
    HURLIMANN M, RICKENMANN D, MEDINA V, et al. Evaluation of approaches to calculate debris-flow parameters for hazard assessment[J]. Engineering Geology, 2008, 102 (3): 152-163.
    [14]
    RUPERT M G, CANNON S H, GARTNER J E, et al. Using logistic regression to predict the probability of debris flows in areas burned by wildfires, Southern California, 2003-2006[R]. Reston: US Geological Survey, 2008.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (533) PDF downloads(786) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return