A new prediction method for the occurrence of landslides based on the time history of tilting of the slope surface

被引:27
|
作者
Xie, Jiren [1 ,2 ]
Uchimura, Taro [3 ]
Wang, Gonghui [4 ]
Shen, Quan [5 ,6 ]
Maqsood, Zain [2 ]
Xie, Canrong [6 ]
Liu, Jiapeng [5 ]
Lei, Weikai [6 ]
Tao, Shangning [3 ]
Chen, Pan [6 ]
Dong, Hongyuan [6 ]
Mei, Guoxiong [6 ]
Qiao, Shifan [1 ]
机构
[1] Cent South Univ, Dept Civil Engn, Changsha 410075, Hunan, Peoples R China
[2] Univ Tokyo, Dept Civil Engn, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1138656, Japan
[3] Saitama Univ, Dept Civil & Environm Engn, Sakura Ku, 255 Shimo Okubo, Saitama 3388570, Japan
[4] Kyoto Univ, Disaster Prevent Res Inst, Uji, Kyoto 6110011, Japan
[5] Hunan Univ Technol, Dept Civil Engn, Zhuzhou 412000, Hunan, Peoples R China
[6] Guangxi Univ, Coll Civil Engn & Architecture, Nanning 530004, Peoples R China
基金
日本学术振兴会;
关键词
Tilting behaviors; Slope failure; Accelerating stage of tilting; Tilting rate; Duration time; EARLY WARNING SYSTEM; FAILURE; DISPLACEMENT; PRECAUTION; MOVEMENT; PATTERNS;
D O I
10.1007/s10346-019-01283-8
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
In recent decades, early warning systems using tilt sensors to predict the occurrence of landslides have been developed and employed in slope monitoring due to the simple installation and low cost of these systems. However, few studies were carried out to investigate the tilting behaviors of landslides, and the prediction methods for the occurrence of slope failure based on tilting measurements also demand detailed investigations. In this paper, pre-failure tilting behaviors of slopes were investigated by performing a series of model tests as well as a field test. The test results reveal a linear relationship between the reciprocal tilting rate and time during the acceleration stage of tilting before slope failure. Furthermore, an equation for this linear relation was also proposed. By approximating the reciprocal tilting rate to be 0/(o), the slope failure time can be forecasted using the proposed equation, and the predicted failure time is consistent with the actual slope failure time recorded in this study. Additionally, the correlation between the tilting rate and remaining time before slope failure in logarithmic space was also studied, and most of the data is situated in a region with boundaries. Based on this region, it is possible to anticipate the remaining time before slope failure at an arbitrary tilting rate in the acceleration stage. Conclusively, this paper provides comprehensive investigations on the correlation between the pre-failure tilting behaviors and duration time before landslides, and also introduces a method to potentially predict the occurrence of slope failure based on the slope tilting measurement.
引用
收藏
页码:301 / 312
页数:12
相关论文
共 50 条
  • [41] The deformation prediction of foundation pit slope based on time series analysis
    Liu, Hanbing
    Sun, Yanyi
    Cheng, Yongchun
    Jiang, Ping
    Jiao, Yubo
    INFORMATION ENGINEERING FOR MECHANICS AND MATERIALS SCIENCE, PTS 1 AND 2, 2011, 80-81 : 516 - +
  • [42] Time history analysis method for dynamic fuzzy reliability of bedding rock slope
    Zhong, X. H.
    Gong, W. H.
    Chen, X. L.
    Qiu, J. W.
    Li, Y.
    ROCK DYNAMICS: FROM RESEARCH TO ENGINEERING, 2016, : 529 - 540
  • [43] Block element method for time-history stability analysis of a rock slope
    Zheng, H. F.
    Wu, G. Y.
    ROCK MECHANICS: ACHIEVEMENTS AND AMBITIONS, 2012, : 855 - 859
  • [44] Exponential smoothing method based on wavelet transform for slope displacement prediction
    Hu, Wei
    Yang, Xingguo
    Xu, Fugang
    Hao, Minghui
    2012 2ND INTERNATIONAL CONFERENCE ON UNCERTAINTY REASONING AND KNOWLEDGE ENGINEERING (URKE), 2012, : 264 - 267
  • [45] A new method of global prediction for chaotic time series based on continued fractions
    Zhang, S
    Xiao, XC
    ACTA PHYSICA SINICA, 2005, 54 (11) : 5062 - 5068
  • [46] A new method based on generative adversarial networks for multivariate time series prediction
    Qin, Xiwen
    Shi, Hongyu
    Dong, Xiaogang
    Zhang, Siqi
    EXPERT SYSTEMS, 2024, 41 (12)
  • [47] A New Method of Time-Series Event Prediction Based on Sequence Labeling
    Zhong, Zihan
    Lv, Shu
    Shi, Kaibo
    APPLIED SCIENCES-BASEL, 2023, 13 (09):
  • [48] Time prediction of an onset of failure in a sandy model slope based on the monitoring of the groundwater level and the surface displacement at different locations
    Sasahara, K.
    Ishizawa, T.
    LANDSLIDES AND ENGINEERED SLOPES: EXPERIENCE, THEORY AND PRACTICE, VOLS 1-3, 2016, : 1791 - 1798
  • [49] A new method for searching critical slip surface of three-dimensional slope based on deformation analysis
    Zhang, Ke
    Cao, Ping
    Sichuan Daxue Xuebao (Gongcheng Kexue Ban)/Journal of Sichuan University (Engineering Science Edition), 2012, 44 (06): : 55 - 60
  • [50] Probability Based Rainfall-Induced Landslides Prediction Method in Three Gorges Area
    Yang, Zong-Ji
    Qiao, Jian-Ping
    Zhang, Xiao-Gang
    EBM 2010: INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT, VOLS 1-8, 2010, : 3385 - 3388