Journal of Jilin University(Earth Science Edition) ›› 2012, Vol. 42 ›› Issue (6): 1847-1852.

Previous Articles     Next Articles

Application of Weighted Distance Discriminant Analysis in Debris Flow Risk Assessment

Tan Chun1,Chen Jian-ping1,Li Hui-zhong2,Niu Cen-cen1,Zhang Wen1, Zhou Fu-jun1   

  1. 1.College of Construction Engineering,Jilin University,Changchun130026,China;
    2.Survey Planning and Design of the Yangtze River Co.,Ltd, Wuhan430010, China
  • Received:2012-03-09 Online:2012-12-26 Published:2012-11-26

Abstract: Based on the principle of weighted distance discriminant analysis, a classification model of debris flow risk assessment is built. Considering from ten key factors including watershed area, valley length, watershed relative height difference, valley incision density, bending coefficient of major ditch bed, population density, the length ratio of sediment supplement, forest cover rate, the most volume of once flow and frequency. Weights are obtained for ten factors based on entropy method.A model of distance discriminant analysis is established though training debris flow samples which come from the field investigation. The result preferably coincides with the normalization method, it was shown that the model of distance discriminant analysis performed excellently with high prediction accuracy and could be used in practical engineering.

Key words: debris, dangerous degree, entropy method, distance discriminant analysis

CLC Number: 

  • P642.23
[1] Wang Changming, Li Tong, Tian Shuwen, Li Shuo. Establishment and Application of Prediction Model for Debris Flow Accumulation Area Based on LAHARZ [J]. Journal of Jilin University(Earth Science Edition), 2019, 49(6): 1672-1679.
[2] Yu Weijiang, Jia Chao, Di Shengtong, Li Kang, Yuan Han. Groundwater Quality Assessment Based on Comprehensive Weight and Improved Matter-Element Extension Evaluation Model [J]. Journal of Jilin University(Earth Science Edition), 2019, 49(2): 539-547.
[3] Xia Jingsheng, Wang Zhikun, Wang Hairong, Xue Lin, Wang Kai, Liu Chengquan. Blended Mouth Bars' Cause and Sedimentary Significance of Middle-Deep Beds in Western Slope of Nanpu Sag, Bohai Bay Basin [J]. Journal of Jilin University(Earth Science Edition), 2017, 47(6): 1642-1653.
[4] Song Zhi, Deng Ronggui, Chen Zeshuo, Feng Wei. Physical Simulation and Early Identification of Dadu River Blocking Due to Moxi River Debris Flow [J]. Journal of Jilin University(Earth Science Edition), 2017, 47(1): 163-170.
[5] Wang Changming, Tian Shuwen, Wang Yihong, Ruan Yunkai, Ding Guiling. Risk Assessment of Debris Flow: A Method of SVM Based on FCM [J]. Journal of Jilin University(Earth Science Edition), 2016, 46(4): 1168-1175.
[6] Wang Meng, Jiang Yuanjun, Huang Dong, Li Qianqian. Hazard Assessment on Rainfall-Triggered Landslide and Debris Flow in the Seismic Disturbance Area at Watershed Level [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(6): 1781-1788.
[7] Xu Peihua, Yuan Zhongfan, Li Guangjie, Li Guang, Du Wenhao, Wang Yuehua. Prediction on the Hazardous Extent of the Secondary Debris Flow Induced by Volcanic Disaster of Changbai Moutains [J]. Journal of Jilin University(Earth Science Edition), 2015, 45(4): 1155-1163.
[8] Qi Xing, Yu Bin, Zhu Yuan. Experimental Study on the Clastic Deposition Forming Debris Flow [J]. Journal of Jilin University(Earth Science Edition), 2014, 44(6): 1950-1959.
[9] Guo Xiaojun, Li Yong, Cui Peng. Experiment on Random Law of Slope Soil Movement in the Source Area of Debris Flow [J]. Journal of Jilin University(Earth Science Edition), 2014, 44(4): 1260-1268.
[10] Zhu Yuan,Yu Bin,Qi Xing,Wang Tao,Chen Yuanjing. Topographical Factors in the Formation of Gully Type Debris Flows in the Upper Reaches of Minjiang River [J]. Journal of Jilin University(Earth Science Edition), 2014, 44(1): 268-277.
[11] Wang Yongsheng,Zhu Yanpeng,Jin Peihao. Modeling and Analysis of the Coupling Wear Random Process of Debris Flow Drainage Structure [J]. Journal of Jilin University(Earth Science Edition), 2013, 43(5): 1556-1562.
[12] Xu Liming, Wang Qing, Chen Jianping, Pan Yuzhen. Forcast for Average Velocity of Debris Flow Based on BP Neural Network [J]. Journal of Jilin University(Earth Science Edition), 2013, 43(1): 186-191.
[13] Zheng Rong-cai, Li Yun, Dai Chao-cheng, Gao Bo-yu, Hu Xiao-qing, Wang Chang-yong. Depositional Features of Sandy Debris Flow of Submarine Fan in Zhujiang Formation, Baiyun Sag [J]. Journal of Jilin University(Earth Science Edition), 2012, 42(6): 1581-1589.
[14] Wang Xue-dong,Li Guang-jie,Meng Fan-qi,Huang Yong,Peng Shuai-ying. Examples of Debris Flow Risk Assessment Based on Improved Scatter Degree [J]. Journal of Jilin University(Earth Science Edition), 2012, 42(6): 1853-1858.
[15] GUO Ji-fa, CUI Tie-jun, CUI Wei-hong. Multi-Scale Regional Debris Flow Hazard Assessment on Fitting Scale Interval [J]. J4, 2012, 42(1): 150-160.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] ZHANG Feng-jun, LI Qing, MA Jiu-tong, YU Guang-ju. Experimental Study on Treatment of Furfural Wastewater with Membrane Distillation[J]. J4, 2006, 36(02): 270 -0273 .
[2] LI Xian-zhou,LIU Yan,LIU Li-hua,NING Wei-kun,FAN Hai. The Preparation and Characterization of the Kaolin-Hydrazine Intercalation Complex[J]. J4, 2006, 36(04): 659 -662 .
[3] LU Shuang-fang, LI Ji-jun, XUE Hai-tao, XU Li-heng. Chemical Kinetics of Carbon Isotope Fractionation of Oil-Cracking Methane and Its Initial Application[J]. J4, 2006, 36(05): 825 -829 .
[4] Liu Fuchun, Cheng Rihui, Xie Qilai, Hu Wangshui, Tang Jiguang, Li Zhongbo, Yang Xiuhui, Xu Hao, Zhou Lihua. The Potential Evaluation of Shale Gas Resources of Lishu Fault Depression in Songliao Basin[J]. Journal of Jilin University(Earth Science Edition), 2014, 44(3): 762 -773 .
[5] Guo Ruiqing, Qin Qie, Zhang Xiaofan, (Sun Baosheng), Guo Yin. Geochronology, Petrogeochemistry of Western-Kuoktagh Alkaline Rocks in Quruqtagh Area in Xinjiang and Its Geological Implications[J]. Journal of Jilin University(Earth Science Edition), 2013, 43(2): 457 -468 .
[6] DING Zhi-hong,FENG Ping,MAO Hui-hui. Research and Application of a Method Considering Runoff Distribution Through A Year During Partitioning Runoff into Abundant and Low State[J]. J4, 2009, 39(2): 276 -0280 .
[7] REN He-jun, LIU Na, GAO Song,ZHANG Lan-ying,ZHANG Yu-ling,ZHOU Rui. Degradation of Polychlorinated Biphenyls and Confirm of bphA1 Gene Core by Pseudomonas DN2[J]. J4, 2009, 39(2): 312 -0316 .
[8] Huang Qibo, Qin Xiaoqun, Liu Pengyu, Kang Zhiqiang, Tang Pingping. Applicability of Karst Carbon Sinks Calculation Methods in Semi-Arid Climate Environment[J]. Journal of Jilin University(Earth Science Edition), 2015, 45(1): 240 -246 .
[9] ZHONG Yu-hong,FANG Chun-sheng,QIU Li-min, LV Li-sha, ZHANG Zi-yi, DONG De-ming,YU Lian-gui, LIU Hui, LIU Chun-yang, SU Hong-shi, ZHAO Jing. Application of Electron Microscopic Analysis for the Sources Apportionment of Atmospheric Particles[J]. J4, 2008, 38(3): 473 -0478 .
[10] YU Xiao-ping, ZHANG Ting-yu, LIU Cai, CHEN Zeng-bao, XU Hui-ping,PANG He-min. Determination of Geoid by GPS and Gravity Data[J]. J4, 2008, 38(5): 904 -0907 .