›› 2003, Vol. 24 ›› Issue (6): 935-939.

• Fundamental Theroy and Experimental Research • Previous Articles     Next Articles

Study on info-construction of large landslides based on intelligent and visual analysis of monitoring data

ZHANG You-liang, FENG Xia-ting, ZHAO Hong-bo, LI Shao-jun   

  1. ZHANG You-liang, FENG Xia-ting, ZHAO Hong-bo, LI Shao-jun
  • Received:2002-10-21 Online:2003-12-10 Published:2014-08-19

Abstract: Application of info-construction to large landslides ensures the project both safer and more economical. Methods of info-construction focused on tremendous data analysis are studied. The slip plane, slide direction and landslide zonation are determined by method of data visualization of monitoring data. The support vector machine is applied to predicting landslide displacements. The results of intelligent and visual analysis of monitoring data are used in the dynamic optimizing design of landslides. Finally, an engineering example is given to discuss the train of thought of the methods.

Key words: landslide monitoring, data visualization, info-construction, intelligent prediction

CLC Number: 

  • TP 391
  • Please send e-mail to pingzhou3@126.com if you would like to read full paper in English for free. Parts of our published papers have English translations.
[1] TAO Zhi-gang , LI Hai-peng , SUN Guang-lin , YIN Li-jie , ZHANG Xiu-lian,. Development of monitoring and early warning system for landslides based on constant resistance and large deformation anchor cable and its application [J]. , 2015, 36(10): 3032-3040.
[2] LI Heng-kai, LIU Chuang-li. Study of deformation intelligent prediction model base based on gray theory [J]. , 2011, 32(10): 3119-3124.
[3] XU Jin-jun, WANG Hai-cheng, LUO Yu-zhen, WANG Shang-qing, YAN Xue-qing. Deformation monitoring and data processing of landslide based on 3D laser scanning [J]. , 2010, 31(7): 2188-2191.
[4] WANG Gui-jie, XIE Mo-wen , QIU Cheng, ESAKI Tetsuro. Application of D-INSAR technique to landslide monitoring [J]. , 2010, 31(4): 1337-1344.
[5] XU Chong,LIU Bao-guo,LIU Kai-yun,GUO Jia-qi. Slope angle intelligent design based on Gaussian process with combinatorial kernel function [J]. , 2010, 31(3): 821-826.
[6] HOU Wei-sheng , WU Xin-cai , LIU Xiu-guo . Study of urban land subsidence information management and prediction system based on GIS [J]. , 2008, 29(6): 1685-1690.
[7] Lü Ai-zhong , MO Xiao-ming . Application of intelligent prediction to time-effect deformation analysis for the partition frusta of Three Gorges Permanent Shiplock [J]. , 2007, 28(5): 1066-1068.
[8] SUN Jun , YU Xing-fu , SUN Min , LI Xiang-yang . Analysis and prediction on soft ground deformation of a super-large shallow burried “pipe-roofing and box-culvert” jacking project under construction [J]. , 2006, 27(7): 1021-1027.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] YANG Le,XU Nian-chun,XIE Gui-hua,WU De-lun. Finite element analysis of underground caverns in layered rock mass based on Cosserat theory[J]. , 2010, 31(3): 981 -985 .
[2] QI Ke-jun, ZAI Jin-min, WANG Xu-dong, WANG Zhong-wei. Simplified analysis of pile group based on discussion of interaction factors[J]. , 2010, 31(5): 1609 -1614 .
[3] WANG Shi-min,ZHU He-hua,CAI Yong-chang. A discontinuous sub-block model(Ⅱ):Case analysis[J]. , 2010, 31(8): 2383 -2388 .
[4] LU Zheng,YAO Hai-lin,WU Wan-ping,YANG Yang,LUO Xing-wen. Structural analysis and design method of dynamic deformation of expressway subgrade[J]. , 2010, 31(9): 2907 -2912 .
[5] LI Ting, XU Zhen-hua, LUO Jun. Study of analysis method for collected data of integrity testing of piles by ultrasonic crosshole testing[J]. , 2010, 31(10): 3165 -3172 .
[6] JING Xiao-fei , YIN Guang-zhi , WEI Zuo-an , LI Xiao-shuang , WANG Meng-lai. Model experimental study of collapse mechanism and broken mode of tailings dam[J]. , 2011, 32(5): 1377 -1384 .
[7] ZHANG Hong , ZHENG Ying-ren , YANG Zhen , WANG Qian-yuan , GE Su-ming. Exploration of design methods of support structure in loess tunnel[J]. , 2009, 30(S2): 473 -478 .
[8] QI Wei , WANG Yong-zhi , JIANG Fu-wei. Determination of mechanical parameters of rock mass at a high arch dam on Yellow River[J]. , 2011, 32(S2): 478 -483 .
[9] LI Heng-kai, LIU Chuang-li. Study of deformation intelligent prediction model base based on gray theory[J]. , 2011, 32(10): 3119 -3124 .
[10] ZHU Wen-hua MING Feng SONG Cheng-zi. Fractal study of rock damage under blasting loading[J]. , 2011, 32(10): 3131 -3135 .