Rapid susceptibility mapping of co-seismic landslides triggered by the 2013 Lushan Earthquake using the regression model developed for the 2008 Wenchuan Earthquake

被引:20
|
作者
Li Wei-le [1 ]
Huang Run-qiu [1 ]
Xu Qiang [1 ]
Tang Chuan [1 ]
机构
[1] Chengdu Univ Technol, State Key Lab Geohazard Prevent & Geoenvironm Pro, Chengdu 610059, Peoples R China
关键词
Lushan earthquake; Landslide; Susceptibility mapping; Logistical regression; SPATIAL PREDICTION MODELS; LOGISTIC-REGRESSION; GIS; HAZARDS;
D O I
10.1007/s11629-013-2786-2
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The primary objective of landslide susceptibility mapping is the prediction of potential landslides in landslide-prone areas. The predictive power of a landslide susceptibility mapping model could be tested in an adjacent area of similar geoenvironmental conditions to find out the reliability. Both the 2008 Wenchuan Earthquake and the 2013 Lushan Earthquake occurred in the Longmen Mountain seismic zone, with similar topographical and geological conditions. The two earthquakes are both featured by thrust fault and similar seismic mechanism. This paper adopted the susceptibility mapping model of co-seismic landslides triggered by Wenchuan earthquake to predict the spatial distribution of landslides induced by Lushan earthquake. Six influencing parameters were taken into consideration: distance from the seismic fault, slope gradient, lithology, distance from drainage, elevation and Peak Ground Acceleration (PGA). The preliminary results suggested that the zones with high susceptibility of coseismic landslides were mainly distributed in the mountainous areas of Lushan, Baoxing and Tianquan counties. The co-seismic landslide susceptibility map was completed in two days after the quake and sent to the field investigators to provide guidance for rescue and relief work. The predictive power of the susceptibility map was validated by ROC curve analysis method using 2037 co-seismic landslides in the epicenter area. The AUC value of 0.710 indicated that the susceptibility model derived from Wenchuan Earthquake landslides showed good accuracy in predicting the landslides triggered by Lushan earthquake.
引用
收藏
页码:699 / 715
页数:17
相关论文
共 50 条
  • [41] Susceptibility assessment of earthquake-triggered landslides in El Salvador using logistic regression
    Garcia-Rodriguez, M. J.
    Malpica, J. A.
    Benito, B.
    Diaz, M.
    GEOMORPHOLOGY, 2008, 95 (3-4) : 172 - 191
  • [42] Assessment of co-seismic landslide hazard using the Newmark model and statistical analyses: a case study of the 2013 Lushan, China, Mw6.6 earthquake
    Ma, Siyuan
    Xu, Chong
    NATURAL HAZARDS, 2019, 96 (01) : 389 - 412
  • [43] Comparison of fault models of the 2008 Wenchuan earthquake (Ms8.0) and spatial distributions of co-seismic deformations
    Wang, Wuxing
    Sun, Wenke
    Jiang, Zaisen
    TECTONOPHYSICS, 2010, 491 (1-4) : 85 - 95
  • [44] Assessment of co-seismic landslide hazard using the Newmark model and statistical analyses: a case study of the 2013 Lushan, China, Mw6.6 earthquake
    Siyuan Ma
    Chong Xu
    Natural Hazards, 2019, 96 : 389 - 412
  • [45] Ejection landslides triggered by the 2008 Wenchuan earthquake and movement modelling using aerodynamic theory and artificial disintegration collision technique
    Huang, Da
    Li, Yan Qi
    Song, Yi Xiang
    Ma, Wen Zhu
    Ma, Guo Wei
    ENVIRONMENTAL EARTH SCIENCES, 2020, 79 (11)
  • [46] Ejection landslides triggered by the 2008 Wenchuan earthquake and movement modelling using aerodynamic theory and artificial disintegration collision technique
    Da Huang
    Yan Qi Li
    Yi Xiang Song
    Wen Zhu Ma
    Guo Wei Ma
    Environmental Earth Sciences, 2020, 79
  • [47] Exploring co-seismic thermal response of Wenchuan earthquake by using Land Surface Temperatures of Terra and Aqua Satellites
    Chen Shun-Yun
    Ma Jin
    Liu Pei-Xun
    Liu Li-Qiang
    Hu Xiao-Yan
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2013, 56 (11): : 3788 - 3799
  • [48] Co-seismic slip and slip partitioning of multi-faults during the Ms8. 0 2008 Wenchuan earthquake
    Chen Gui-Hua
    Xu Xi-Wei
    Yu Gui-Hua
    An Yan-Fen
    Yuan Ren-Mao
    Guo Ting-Ting
    Gao Xiang
    Yang Hu
    Tan Xi-Bin
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2009, 52 (05): : 1384 - 1394
  • [49] Co-seismic deformation derived from GPS observations during April 20th, 2013 Lushan Earthquake, Sichuan, China
    Du, Yujun
    Wang, Zemin
    Yang, Shujiang
    An, Jiachun
    Liu, Qiang
    Che, Guowei
    EARTHQUAKE SCIENCE, 2013, 26 (3-4) : 153 - 160
  • [50] Co-seismic landslide susceptibility mapping for the Luding earthquake area based on heterogeneous ensemble machine learning models
    Zhang, Rui
    Yang, Yunjie
    Wang, Tianyu
    Liu, Anmengyun
    Lv, Jichao
    He, Xu
    Fu, Yin
    Zhang, Bo
    Dai, Keren
    Liu, Guoxiang
    INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2024, 17 (01)