Reliability analysis of cutting slopes under rainfall conditions considering copula dependence between shear strengths

被引:3
作者
Liu, Lei-Lei [1 ,2 ,3 ]
Xu, Yue-Bing [1 ,2 ,3 ]
Zhu, Wen-Qing [1 ,2 ,3 ]
Zallah, Khan [1 ,2 ,3 ]
Huang, Lei [4 ,5 ]
Wang, Can [6 ,7 ]
机构
[1] Cent South Univ, Key Lab Metallogen Predict Nonferrous Met & Geol E, Minist Educ, Changsha 410083, Peoples R China
[2] Key Lab Nonferrous & Geol Hazard Detect, Changsha 410083, Peoples R China
[3] Cent South Univ, Sch Geosci & Infophys, Changsha 410083, Peoples R China
[4] Sanming Univ, Coll Architecture & Civil Engn, Sanming 365004, Peoples R China
[5] Wenzhou Univ, Coll Civil Engn & Architecture, Wenzhou 325035, Peoples R China
[6] Hunan Inst Geol Disaster Invest & Monitoring, Changsha 410004, Peoples R China
[7] Early Warning & Emergency Rescue Engn Technol Res, Hunan Geol Disaster Monitoring, Changsha 410004, Peoples R China
基金
中国国家自然科学基金;
关键词
Slope reliability; Slope cutting; Rainfall; Copula function; Critical slip surface; RESPONSE-SURFACE METHOD; SYSTEM RELIABILITY; BIVARIATE DISTRIBUTION; SPATIAL VARIABILITY; STABILITY; FAILURE; IMPACT; PARAMETERS; FORM;
D O I
10.1007/s00477-024-02789-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Slope reliability is of great importance in geotechnical engineering, and it is susceptible to various factors, such as slope cutting and rainfall. Currently, how the copula dependence structure affects the reliability of cutting slopes under rainfall conditions is still an open question. This study investigates the influence of copula dependence structure on the reliability analysis of a real slope, considering the slope cutting and rainfall characteristics (i.e., rainfall intensity, duration, and pattern). The Gaussian, Plackett, Frank, and No.16 copulas are first employed to model the joint probability distribution of the measured soil strength parameters. The optimal copula is subsequently identified using Akaike information criterion and Bayesian information criterion. The probability of failure (Pf) and the distribution of critical slip surface (CSS) for different slope cutting and rainfall conditions are then obtained within the framework of Monte Carlo simulation. The results show that the copula dependence between shear strengths has significant influence on the Pf for the cutting slope under rainfall conditions. The commonly used Gaussian copula may underestimate the Pf, while the No.16 copula would overestimate the Pf for different slope cutting angles and rainfall intensities, durations and patterns. The differences in Pf obtained by different copula functions decrease with the increase of cutting angle, cutting distance and rainfall intensity. Furthermore, the differences in Pf obtained by different copula functions show little variations with changes in rainfall duration and pattern. Although the copula function has a significant influence on the Pf, it has negligible influence on CSS. This study provides a practical tool for the selection of copula function and valuable insights for slope design and management under slope cutting and rainfall conditions.
引用
收藏
页码:3985 / 4006
页数:22
相关论文
共 68 条
[1]   Assessment of multi-dimensional joint probability distribution for uncertain mechanical strength parameters under small sample test data [J].
Cao, Jiazeng ;
Wang, Tao ;
Sheng, Mao ;
Huang, Yingying ;
Mo, Pinqiang ;
Zhou, Guoqing .
PROBABILISTIC ENGINEERING MECHANICS, 2023, 74
[2]   Probabilistic stability analyses of slope reinforced with piles in spatially variable soils [J].
Chen, Fuyong ;
Zhang, Runhong ;
Wang, Yu ;
Liu, Hanlong ;
Boehlke, Thomas ;
Zhang, Wengang .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2020, 122 :66-79
[3]   Stability analysis and design charts for over-dip rock slope against bi-planar sliding [J].
Chen, Longlong ;
Zhang, Wengang ;
Zheng, Yun ;
Gu, Dongming ;
Wang, Lin .
ENGINEERING GEOLOGY, 2020, 275
[4]   Modelling rainfall-induced landslides from initiation of instability to post-failure [J].
Chen, Xiangyu ;
Zhang, Lulu ;
Zhang, Limin ;
Zhou, Yuande ;
Ye, Guanlin ;
Guo, Ning .
COMPUTERS AND GEOTECHNICS, 2021, 129
[5]   Simplified approach for locating the critical probabilistic slip surface in limit equilibrium analysis [J].
Cheng, Y. M. ;
Li, L. ;
Liu, L. L. .
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2015, 15 (10) :2241-2256
[6]   Realistic assessment of slope reliability for effective landslide hazard management [J].
Cheung, RWM ;
Tang, WH .
GEOTECHNIQUE, 2005, 55 (01) :85-94
[7]   GEOTECHNICAL SYSTEM RELIABILITY OF SLOPES [J].
CHOWDHURY, RN ;
XU, DW .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 1995, 47 (03) :141-151
[8]   Time-variant failure probability of critical slopes under strong rainfall hazard including mitigation effects [J].
De Leon, David ;
Garduno, Jorge .
STRUCTURE AND INFRASTRUCTURE ENGINEERING, 2020, 16 (10) :1481-1492
[9]   Twenty-ninth Canadian Geotechnical Colloquium: The role of advanced numerical methods and geotechnical field measurements in understanding complex deep-seated rock slope failure mechanisms [J].
Eberhardt, Erik .
CANADIAN GEOTECHNICAL JOURNAL, 2008, 45 (04) :484-510
[10]   Probabilistic assessment of stability of a cut slope in residual soil [J].
El-Ramly, H ;
Morgenstern, NR ;
Cruden, DM .
GEOTECHNIQUE, 2005, 55 (01) :77-84