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Corresponding Author

冯学茂,男,博士.E-mail:[email protected]

Abstract

This paper aims to deeply study the influence of different rainfall patterns on soil slope stability and predict slope failure probability. Firstly, based on the unsaturated fluid-solid coupling theory, five rainfall pattern schemes of uniform, increasing, decreasing, convex peak and concave peak patterns were developed, and the variations of the groundwater level, saturation, horizontal displacement and stability factor of soil slopes under different rainfall patterns were discussed. Then, the orthogonal test was designed to perform the sensitivity analysis of slope stability, and sensitive factors were determined through range analysis. Finally, the sensitive factors were selected as random variables, and the failure probability and reliability probability under different rainfall patterns were calculated by combining the Monte Carlo method and neural network prediction model. The results show that during heavy rainfall, the unsaturated seepage field, displacement field and stability of soil slopes under different rainfall patterns show a complex non-uniform spatiotemporal distribution. The variation process of the safety factor is jointly affected by rainfall intensity, duration and rainfall patterns. Emphasis should be placed on considering the rainfall pattern response process of slope instability induced by rainfall. The effects of various factors on slope stability from strong to weak levels are the effective internal friction angle, effective cohesion, Young’s modulus and Poisson ’s ratio. The increasing pattern obviously reduces the slope stability, and has the largest failure frequency (16.529%), the convex peak, concave peak and uniform patterns have sequentially attenuating failure frequency, and the decreasing pattern has the smallest failure frequency (3.624%). The research results can provide certain reference for the stability prevention and safety early warning of soil slopes under different rainfall patterns.

Publication Date

10-29-2026

DOI

10.14048/j.issn.1671-2579.2026.05.001

First Page

1

Last Page

9

Submission Date

October 2026

Reference

[1]罗渝,何思明,何尽川.降雨类型对浅层滑坡稳定性的影响[J].地球科学,2014,39(9):1357 -1363.Luo Yu,He Siming,He Jinchuan.Effect of rainfall patterns on stability of shallow landslide [J].Earth Science,2014,39(9):1357 -1363.

[2]张永闯.基于全尺寸斜面模型试验的降雨边坡破坏机理研究 [J].中外公路,2023,43(2):43-50.Zhang Yongchuang.Study on failure mechanism of rainfall slope based on full-scale slope model experiment[J].Journal of China & Foreign Highway,2023,43(2):43-50.

[3]邹文华,刘辉,邓小钊,等.连续强降雨工况土质边坡非饱 和 渗 流 及 稳 定 性 分 析 [J].中 外 公 路,2019,39(6):11-15.Zou Wenhua,Liu Hui,Deng Xiaozhao,et al.Analysis of soil slope with unsaturated seepage and stability under continuous heavy rainfall condition [J].Journal of China & Foreign Highway,2019,39(6):11-15.

[4]薛海斌,党发宁,尹小涛,等.非稳定渗流条件下非饱和土质边坡稳定性的矢量和分析法研究 [J].岩土力学,2016,37(增刊 1):49-56.Xue Haibin,Dang Faning,Yin Xiaot ao,et al.Study on stability of unsaturated soil slope under unsteady seepage by vector sum analysis method [J].Rock and Soil Mechanics,2016,37(S1):49-56.

[5]杨欣.降雨入渗条件下含软弱夹层路堑高边坡渗流特性数值分析 [J].中外公路,2020,40(4):38-42.Yang Xin.Numerical analysis of seepage characteristics of high slope with soft interlayer under rainfall infiltration condition [J].Journal of China & Foreign Highway,2020,40(4):38-42.

[6]黄洪超.某高速公路巨型滑坡稳定性分析及处置方案研究[J].中外公路,2023,43(4):24-29.Huang Hongchao.Study on stability analysis and treatment of an expressway landslide [J].Journal of China & Foreign Highway,2023,43(4):24-29.

[7]齐向阳,苏成,宋宏芳,等.降雨入渗下强风化泥岩高边坡失稳模型试验研究 [J].河北工程大学学报 (自然科学版),2024,41(6):18-24.Qi Xiangyang,Su Cheng,Song Hongfang,et al.Model tests of instability of highly weathered mudstone high slope under rainfall infiltration [J].Journal of Hebei University of Engineering (Natural Science Edition ),2024,41(6):18-24.

[8]陈贺,鲁志强,李果,等.滇西北高原山区不同降雨条件下斜坡深部响应的试验研究 [J].中外公路,2023,43(1):11-18.Chen He,Lu Zhiqiang,Li Guo,et al.Field experiment on deep response of slope subjected to different rainfalls in plateau mountainous area of Northwest Yunnan [J].Journal of China & Foreign Highway,2023,43(1):11-18.

[9]张小东,路喆津,刘敏,等.强降雨作用下引入分形理论的浅层边坡入渗及稳定性分析 [J].哈尔滨工业大学学报,2024,56(11):140-150.Zhang Xiaodong,Lu Zhejin,Liu Min,et al.Analysis of infiltration and stability of shallow slopes under heavy rainfall conditions with fractal theory corrections [J].Journal of Harbin Institute of Technology,2024,56(11):140-150.

[10]李满意,周洪燕,魏燕珍,等.类土质边坡失稳机理分析与 稳 定 性 研 究 [J].长 江 科 学 院 院 报,2016,33(5):111-115.Li Manyi,Zhou Hongyan,Wei Yanzhen,et al.Instability mechanism and stability analysis of soil-like slope [J].Journal of Yangtze River Scientific Research Institute,2016,33(5):111-115.

[11]杨煜,何忠明,王保林,等.不同降雨条件下含软弱夹层土 坡 渗 流 特 性 数 值 分 析 [J].矿 冶 工 程,2018,38(3):15-19.Yang Yu,He Zhongming,Wang Baolin,et al.Numerical analysis for seepage characteristics of soil slope with weak intercalations under different rainfall conditions [J].Mining and Metallurgical Engineering,2018,38(3):15-19.

[12]戚蓝,王守甲,傅长锋.短历时强降雨下边坡滑移特征时空分布规律的研究 [J].水资源与水工程学报,2018,29(6):190-195.Qi Lan,Wang Shoujia,Fu Changfeng.Spatial and temporal distribution characteristics of slope-sliding under short duration high intensity rainfall [J].Journal of Water Resources and Water Engineering,2018,29(6):190-195.

[13]张勇,温智,程英建.四川巴中市滑坡灾害与降雨雨型关系探讨 [J].水文地质工程地质,2020,47(2):178-182.Zhang Yong,Wen Zhi,Cheng Yingjian.A discussion of the relationship between landslide disaster and rainfall types in Bazhong of Sichuan [J].Hydrogeology & Engineering Geology,2020,47(2):178-182.

[14]豆红强,韩同春,龚晓南,等.降雨条件下考虑饱和渗透系数变异性的边坡可靠度分析 [J].岩土力学,2016,37(4):1144 -1152.Dou Hongqiang,Han Tongchun,Gong Xiaonan,et al.Reliability analysis of slope stability considering variability of soil saturated hydraulic conductivity under rainfall infiltration [J].Rock and Soil Mechanics,2016,37(4):1144 -1152.

[15]黄景华,陈朝晖,莫玻,等.参数特性及分布形式对边坡稳定可靠性的影响分析 [J].四川大学学报 (工程科学版 ),2014,46(3):23-30.Huang Jinghua,Chen Zhaohui,Mo Bo,et al.Influence analysis of characteristics and distribution types of soil parameters on slope reliability [J].Journal of Sichuan University (Engineering Science Edition ),2014,46(3):23-30.

[16]蒋水华,刘贤,黄发明,等.考虑多参数空间变异性的降雨入渗边坡失稳机理及可靠度分析 [J].岩土工程学报,2020,42(5):900-907.Jiang Shuihua,Liu Xian,Huang Faming,et al.Failure mechanism and reliability analysis of soil slopes under rainfall infiltration considering spatial variability of multiple soil parameters [J].Chinese Journal of Geotechnical Engineering,2020,42(5):900-907.

[17]王小兵,夏晓舟,章青.基于正交试验和神经网络的堤防边坡抗滑稳定可靠度研究 [J].长江科学院院报,2019,36(10):89-93.Wang Xiaobing,Xia Xiaozhou,Zhang Qing.Reliability analysis on anti-sliding stability of levee slope based on orthogonal test and neural network [J].Journal of Yangtze River Scientific Research Institute,2019,36(10):89-93.

[18]贾羽,王晅,丁瑜,等.铁路路基降雨入渗过程中水 -气两相渗流特性研究 [J].铁道科学与工程学报,2022,19(11):3225 -3234.Jia Yu,Wang Xuan,Ding Yu,et al.Characteristics of water-air two-phase flow in railway subgrade under rainfall infiltration [J].Journal of Railway Science and Engineering,2022,19(11):3225 -3234.

[19]Itasca Consulting Group,Inc.Online manual of FLAC3D fast lagrangian analysis of continua in 3 dimensions [M].Version 3.0,Minneapolis:Itasca Inc,2003.

[20]蒋中明,熊小虎,曾铃.基于 FLAC3D平台的边坡非饱和降雨入渗分析 [J].岩土力学,2014,35(3):855-861.Jiang Zhongming,Xiong Xiaohu,Zeng Ling.Unsaturated seepage analysis of slope under rainfall condition based on FLAC3D[J].Rock and Soil Mechanics,2014,35(3):855-861.

[21]Fredlund D G,Rahardjo H.非饱和土土力学 [M].陈仲颐,张在明,陈愈炯,等,译.北京:中国建筑工业出版社,1997.Fredlund D G,Rahardjo H.Soil mechanics for unsaturated soils [M].Chen Z Y,Zhang Z M,Chen Y J,et al.,trans.Beijing:China Architecture & Building Press,1997.

[22]于国强,张茂省,王根龙,等.支持向量机和 BP神经网络在泥石流平均流速预测模型中的比较与应用 [J].水利学报,2012,43(增刊 2):105-110.Yu Guoqiang,Zhang Maosheng,Wang Genlong,et al.Application and comparison of prediction models of support vector machines and back-propagation artificial neural network for debris flow average velocity [J].Journal of Hydraulic Engineering,2012,43(S2):105-110.

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