首页|基于蒙特卡罗法的黄土滑坡概率与可靠度分析——以榆林市朝阳路滑坡为例

基于蒙特卡罗法的黄土滑坡概率与可靠度分析——以榆林市朝阳路滑坡为例

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基于计算滑坡概率的蒙特卡罗法,该文以黄土高原地区的榆林市朝阳路滑坡为研究对象,通过野外调查、室内试验和综合研究,分析了黄土黏聚力和内摩擦角等多种条件下的安全系数分布、失稳概率和可靠度,探讨了参数相关性对于滑坡可靠度的影响,并进行了对黏聚力和内摩擦角的敏感性分析.研究发现,该滑坡为黄土高原区典型降雨诱发型,当同时考虑黏聚力和内摩擦角的变化时,滑坡可靠度指数为1.35,失稳概率为8.83%,安全系数介于0.794~1.305;与同单一变量情况下相比,多个变量分析计算的可靠性指数显著减小,标准偏差明显增大,滑坡失稳概率升高;不同参数相关性条件下,滑坡失稳概率、可靠度和安全系数的标准偏差不同;滑坡的稳定性系数对于不同土性参数的敏感性存在差异.该文基于研究结果提出了相应的防治措施,为黄土高原地区滑坡防治和危险性评估提供科学依据.
Probability and Reliability Analysis of Loess Landslide Based on Monte-Carlo Method:Taking Chaoyanglu Landslide at Yulin City as an Example
Based on the Monte Carlo method for calculating landslide probabilities,the typical loess landslide(Chaoyanglu landslide at Yulin City)in the loess Plateau area is taken as the research object.Through detailed field investigation,laboratory test and comprehensive research,the safety factor distribution,instability probability and reliability of Chaoyanglu landslide under various conditions of loess cohesion and internal friction angle are ana-lyzed.The influence of parameter correlation on landslide reliability is discussed,and the sensitivity of stability to cohesion and internal friction angle is analyzed.The results show that Chaoyanglu landslide is a typical rainfall-induced landslide in the Loess Plateau.When considering the simultaneous change of cohesion and internal friction angle,the landslide reliability index is 1.35,the instability probability is 8.83%,the minimum safety coefficient is 0.794,and the maximum safety coefficient is 1.305.Compared with a single variable,the calculated reliability index decreases significantly,the standard deviation increases significantly,and the probability of landslide instabil-ity is higher when multiple variables are considered.The probability of landslide instability,reliability and standard deviation of safety factor calculated under different parameter correlation conditions are different.The sensitivity of landslide stability coefficient to different soil property parameters is different.Finally,based on the above results,the corresponding prevention and control measures of Chaoyanglu landslide are put forward.The research results can provide reference for engineering control,prediction and warning and risk assessment of similar landslides in the Loess Plateau.

loess landslideMonte Carloinstability probabilityreliabilitycorrelation

黄立新、李成、郭伟龙

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陕西工程勘察研究院有限公司,陕西 西安 710068

陕西省地质环境监测总站(陕西省地质灾害中心),陕西 西安 710054

黄土滑坡 蒙特卡罗 失稳概率 可靠度 相关性

2025

灾害学
陕西省地震局

灾害学

北大核心
影响因子:1.548
ISSN:1000-811X
年,卷(期):2025.40(1)