光学与雷达遥感融合的铁路边坡三维形变监测与评价研究OA
Research on Three-Dimensional Deformation Monitoring and Evaluation of Railway Slopes by Integrating Optical and Radar Remote Sensing
[目的]路堑边坡安全一直是铁路工程重点关注的问题.近年来,因路堑边坡变形破坏造成的工程事故屡有发生,对工程建设和运维安全构成巨大威胁.受山区地形起伏和植被覆盖等不利因素影响,传统人工调绘方法存在效率低、盲区多,且危险性高等问题;单点式形变监测方法难以获取边坡面域形变信息,易导致隐患的遗漏.为此,开展边坡三维形变监测与评价技术研究.[方法]以某在建铁路路堑边坡为研究对象,利用光学遥感像素偏移追踪和合成孔径雷达干涉(InSAR)方法,通过数据融合分析,明确边坡形变区的空间范围,并揭示其三维形变特征.[结果]基于光学遥感像素偏移追踪技术获取边坡二维平面形变,最大量级为 84.71 mm;InSAR 监测垂向形变与降水量呈正相关趋势,符合膨胀土遇水软化,失水干缩的特性;融合监测识别出一处潜在的小型~中型浅层滑坡体,滑体方量 1.97×104~4.54×104 m3.最大形变位于裂缝 L1 上游约 35 m 处,形变方向为 255°~270°,量级为85.59 mm;计算获得边坡降雨工况下稳定性系数为 1.043,处于欠稳定状态,须开展工程治理.[结论]研究成果可为类似工程边坡监测提供参考.
[Objective]The safety of cutting slopes has always been a key concern in railway engineering.In recent years,engineering accidents caused by the deformation and failure of cutting slopes occur frequently,posing great threats to the safety of engineering construction and operation.Influenced by unfavorable factors such as undulating terrain and dense vegetation coverage in mountainous areas,traditional manual survey methods suffer from low efficiency,numerous blind spots,and high operational risks.Furthermore,single-point deformation monitoring methods are incapable of capturing surface-wide deformation information of slopes,which can easily lead to the omission of potential hazards.To this end,research on three-dimensional deformation monitoring and evaluation technology for slopes is conducted.[Methods]A cutting slope of a railway under construction was taken as the research object.Optical remote sensing pixel offset tracking and synthetic aperture radar interferometry(InSAR)methods were employed,and data fusion analysis was conducted to delineate the spatial extent of the slope deformation zone and reveal its three-dimensional deformation characteristics.[Results]Based on optical remote sensing pixel offset tracking technology,the two-dimensional planar deformation of the slope was obtained,with a maximum magnitude of 84.71 mm.InSAR monitoring revealed a positive correlation between vertical deformation and precipitation,which was consistent with the characteristics of expansive soil—softening upon water absorption and shrinking upon desiccation.Fusion monitoring identified a potential small-to medium-sized shallow landslide,with a volume ranging from 1.97×104 m3 to 4.54×104 m3.The maximum deformation was located approximately 35 m upstream of crack L1,with a deformation direction of 255°~270° and a magnitude of 85.59 mm.The stability coefficient of the slope under rainfall conditions was calculated to be 1.043,indicating a marginally unstable state requiring engineering treatment.[Conclusion]The research findings can provide a reference for the monitoring of similar engineering slopes.
张璇钰;刘桂卫;孙琪皓;任光雪;王飞;王衍汇
中国铁路设计集团有限公司,天津 300251中国铁路设计集团有限公司,天津 300251中国铁路设计集团有限公司,天津 300251中国铁路设计集团有限公司,天津 300251中国铁路设计集团有限公司,天津 300251中国铁路设计集团有限公司,天津 300251
交通工程
路堑边坡光学遥感InSAR三维形变裂缝识别边坡稳定性评价
cutting slopeoptical remote sensingInSARthree-dimensional deformationcrack identificationslope stability evaluation
《铁道标准设计》 2026 (7)
41-47,91,8
中国国家铁路集团有限公司科技研究计划重大课题(K2023G032)中国铁路设计集团有限公司科技开发重点课题(2023A0226408,2023A0226409)
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