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1.
Landslide monitoring and warning using inertial measurement units (IMUs) has shown the potential for remote and real-time applications. However, the studies conducted using the IMU sensors are limited to rainfall-induced landslide detection using soil moisture sensors and accelerometers for predicting slide and measuring tilt, respectively. The tilting of the slope might not occur during a slow-moving translational slide, and it may not always be possible to accurately record the soil moisture condition. The use of raw acceleration data, which is the combination of linear and gravitational accelerations, for calculating tilt or motion is another drawback of the existing studies. Hence, there is a need for a better approach to monitor slides. This paper presents two methods to define movement thresholds and criteria to identify the translational soil slides based on our understanding of the sensor data recorded during the two laboratory experiments. BNO055 sensor devices (IMU sensors) with 3-axis accelerometers and 3-axis gyroscopes were selected for this study. The linear accelerations, gravitational accelerations, and angular velocities were utilized to understand the translational soil slides by correlating the sensor behavior to that of the slope. The interpretation of the movements during the failure at each sensor location was further verified by referring to the videos recorded by two pi-cameras. The outcomes of this study confirm the applicability of the proposed IMU sensor system and the movement thresholds for effective and reliable monitoring and warning of translational soil slides. 相似文献
2.
Wang Lin Seko Ichiro Fukuhara Makoto Towhata Ikuo Uchimura Taro Tao Shangning 《Natural Hazards》2022,114(1):127-156
Slope monitoring and early warning systems are a promising approach toward mitigating landslide-induced disasters. Many large-scale sediment disasters result in the destruction of infrastructure and loss of human life. The mitigation of vulnerability to slope and landslide hazards will benefit significantly from early warning alerts. The authors have been developing monitoring technology that uses a micro-electro-mechanical systems tilt sensor array that detects the precursory movement of vulnerable slopes and informs the issuance of emergency caution and warning alerts. In this regard, the determination of alarm thresholds is very important. Although previous studies have investigated the recording of threshold values by an extensometer which installation of an extensometer at appropriate sites is also difficult. The authors prefer tilt sensors and have proposed a novel threshold for the tilt angle, which was validated in this study. This threshold has an interesting similarity to previously reported viscous models. Additionally, multi-point monitoring has recently emerged and allows for many sensors to be deployed at vulnerable slopes without disregarding the slope’s precursory local behavior. With this new technology, the detailed spatial and temporal variation of the behavior of vulnerable slopes can be determined as the displacement proceeds toward failure.
相似文献3.
研究不同渗流边界条件下粉砂边坡的稳定特性对滑坡安全评价及防灾减灾具有重要意义。开发研制了室内边坡模型试验系统,分别进行了在上部边界入渗、侧向边界入渗和底部边界入渗的边坡失稳模型试验。分析了各试验中边坡内部不同位置体积含水率、孔隙水压力和基质吸力的变化规律以及坡体破坏过程。结果表明,不同入渗边界条件下边坡土体局部由非饱和变为饱和状态,基质吸力消失,最后在坡面形成不稳定区域塌落破坏。上部边界入渗、侧向边界入渗和底部边界入渗所引起的破坏模式根据其特点可分为局部浅层破坏、多级后退式破坏和坡面滑动破坏。通过监测边坡不同位置的体积含水率,可以为渗流引发的边坡失稳预警机制提供参考依据。 相似文献
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降雨量和位移是当前降雨型滑坡监测预警最常用的指标。然而,降雨量和位移监测结果只能反映降雨作用下滑坡的变形情况,不能揭示滑坡内在物理力学性状对降雨的响应。因此,除降雨量和位移监测之外,建立包括体积含水率、基质吸力等反映滑坡动态演化过程的关键指标监测体系必将成为今后更真实地把握滑坡内在演化趋势、更准确地建立滑坡综合预警判据的最有效手段。笔者对赣南地区典型降雨型滑坡进行了多指标监测及综合预警示范研究。结果表明:(1)在降雨条件下滑坡土体内部体积含水率、基质吸力和温度等多指标均产生有规律的动态响应;(2)随着降雨的持续,滑体体积含水率与基质吸力的变化均具有显著的滞后现象;(3)体积含水率和基质吸力变化速率与滑体位移具有显著的正相关性;(4)滑体温度分布变化规律受大气温度和体积含水率的共同影响。以实测数据的滑坡稳定性分析为基准,在考虑实际降雨入渗深度与滑坡稳定性的关联度上,建立了包括日降雨量、体积含水率增加速率、基质吸力减小速率以及位移速度多元指标预警方法体系,提出了基于关键指标综合预警体系及确定方法,旨在为降雨滑坡准确预警提供新模式。 相似文献
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随着现代信息技术快速发展,人们获取滑坡现场各类监测信息的能力越来越强,积累的现场监测数据也愈来愈多,如何充分、精细化地利用监测数据已成为滑坡监测预警工作中重点关注的问题。为此,本文以土质滑坡为研究对象,采用强度折减有限元方法开展地表倾斜变形时空演化特征理论研究,发现地表倾斜变形在滑动面扩展至贯通期间出现"速率排序跃迁"现象,在滑动面贯通后出现"速率突变"现象。采用地表倾斜变形与内部滑动面之间的这种定量化关联特性,可以为土质滑坡中短期预测预报方法研究提供新的视角和方向。利用理论研究成果,本文进一步开展地表倾斜变形监测关键技术研究,讨论基于MEMS加速度计的倾角传感器的测量原理与测量精度,分析环境温差波动对倾角测量误差的影响,最后介绍基于竖直倾角测量方式研制的普适型滑坡地表倾斜变形监测设备——坡体浅层倾斜变形测量仪。 相似文献
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由于滑坡岩土体结构的复杂性和破坏机制的多样性,滑坡预警一直以来都是全球性难题,极具挑战性。本文论述了贵州省兴义滑坡特征及其成功预警,并分析了滑坡成功预警的关键因素。在对滑坡现场进行地质调查的基础上,综合应用卫星遥感、无人机航拍、LiDAR、地表位移监测等技术手段,初步分析结果认为,兴义滑坡属于典型的含软弱夹层的顺层岩质滑坡,滑源区坡体为2014年首次滑动后形成的不稳定斜坡,在不利的坡体结构加之与软弱夹层组合的地质条件下,受到长期重力及地下水作用,最终演变成滑坡地质灾害。兴义滑坡至2014年第一次滑动后,后缘山体对前缘公路和居民就产生了威胁,2019年2月17日凌晨5时53分,贵州省兴义市马岭镇龙井村兴-马大道旁约96×104 m3的山体再次发生顺层滑动。在滑坡发生前,研究人员就在滑坡体上安装了全球导航卫星系统(GNSS)和自适应性裂缝计两种位移监测传感器,对滑坡变形进行持续监控。现场监测数据实时传输到研究人员自主研发的“地质灾害监测预警系统”中,系统通过多种阈值综合预警模型自动计算监测数据并发布预警结果,在滑坡进入临滑阶段后,系统提前53 min发出了红色预警,完全避免了人员和经济损失。该滑坡的成功预警体现了自主研发的地质灾害监测预警系统、预警模型、监测仪器三者的适用性,可为今后类似滑坡的监测预警研究及应用提供借鉴。 相似文献
7.
均质土坡变形的整体旋转角度（即转角）与其弧形滑动特征相协调,是比永久位移更为优越的土坡变形与稳定性表征量。地震动瞬态弹性变形应变能相当于土坡系统势能的动态随机性“涨落”,临界点（临界转角）作为系统本身的一个固有特性,不受地震动随机性“涨落”的影响,土坡滑动失稳的临界转角实质上对应着系统势能的突变点。基于均质土坡地震动失稳的特点,结合突变理论,给出了确定失稳临界转角的计算公式,发现其仅与滑带介质本构模型参数 、 和滑弧半径R有关,但在本质上体现了诸因素的影响而具有广泛适用性。 相似文献
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9.
基于表面位移的公路滑坡监测预警研究 总被引：1，自引：0，他引：1
公路滑坡是常见的地质灾害,但对运营期公路边坡进行长期监测并成功预警的实例却很少。主要原因是公路边坡点多、线长、规模小、缺乏详细的地质勘探资料、监测费用高、预警难度大。利用拉索触发式位移计对滑坡表面位移进行监测,精度可达1 mm,通过电信的GPRS公网实时传送到远程监控中心,全程自动化,且费用低。同时,利用有限元商用软件 PLAXIS的强度折减模块和塑性分析模块对不同参数组合进行计算,在缺乏滑坡岩土体强度参数、渗透系数、土-水特征曲线等资料的情况下,建立滑坡安全系数与表面监测位移的关系, 从而通过表面位移量的变化进行阶段式预警,并制定相应的预防措施。提出的方法已在湘西某高速公路滑坡获得应用。 相似文献
10.
Suggestion of a method for landslide early warning using the change in the volumetric water content gradient due to rainfall infiltration 总被引：3，自引：2，他引：1
An early warning system can be an effective measure to reduce the damage caused by landslides by facilitating the timely evacuation of residents from a landslide-prone area. Early detection of landslide triggering across a broad range of natural terrain types can be accomplished by monitoring rainfall and the physical property changes of soils in real time or near-real time. This study involved the installation of a real-time monitoring system to observe physical property changes in soils in a valley during rainfall events. This monitoring included the measurement of volumetric water content, which was compared with the results of laboratory flume tests to identify landslide indicators in the soils. The response of volumetric water content to rainfall events is more immediate than that of pore-water pressure, and volumetric water content retains its maximum value for some time before slope failure. Therefore, an alternative method for landslide monitoring can be based on the observation of volumetric water content and its changes over time at shallow soil depths. Although no landslide occurred, the field monitoring results showed a directly proportional relationship between the effective cumulative rainfall and the gradient of volumetric water content per unit time (t/t max). This preliminary study thus related slope failure to the volumetric water content gradient as a function of rainfall. Laboratory results showed that a high amount of rainfall and a high gradient of volumetric water content could induce slope failure. Based on these results, it is possible to suggest a threshold value of the volumetric water content gradient demarcating the conditions for slope stability and slope failure. This threshold can thus serve as the basis of an early warning system for landslides considering both rainfall and soil properties. 相似文献
11.
Early warning systems for slope instability are needed to alert users of accelerating slope deformation behaviour, enable evacuation of vulnerable people, and conduct timely repair and maintenance of critical infrastructure. Communities exposed to landslide risk in low- and middle-income countries seldom currently instrument and monitor slopes to provide a warning of instability because existing techniques are complex and prohibitively expensive. Research and field trials have demonstrated conclusively that acoustic emission (AE) monitoring can be an effective approach to detect accelerating slope movements and to subsequently communicate warnings to users. The objective of this study was to develop and assess a simple, robust, low-cost AE monitoring system to warn of incipient landslides, which can be widely deployed and operated by communities globally to help protect vulnerable people. This paper describes a novel AE measurement sensor that has been designed and developed with the cost constrained to a few hundred dollars (US). Results are presented from physical model experiments that demonstrate performance of the AE system in measuring accelerating deformation behaviour, with quantifiable relationships between AE and displacement rates. Exceedance of a pre-determined trigger level of AE can be used to communicate an alarm to users in order to alert them of a slope failure. Use of this EWS approach by communities worldwide would reduce the number of fatalities caused by landslides. 相似文献
12.
To verify numerical models used for the development of an early warning system for rainfall induced landslides, a back analysis of a roadway embankment adjacent to State Highway 1 in Silverdale, New Zealand has been undertaken. The embankment collapsed in June 2008 as a result of prolonged rainfall. The failure occurred in a cut slope through the landslide-prone Northland Allochthon formation. Using volumetric water content sensors and a rainfall gauge, recordings were made of the field response of the soil due to rainfall events during the 2010 winter. Saturated/unsaturated seepage analyses were undertaken using empirically obtained soil parameters to simulate the variation in the monitored volumetric water contents in conjunction with a slope stability analysis to determine the factor of safety of the slope. The rainfall record that caused the slope failure was then applied as an influx to this model to determine the factor of safety against slope failure. If modelled correctly, this factor of safety should reach a minimum at the same time the landslide occurred. If a good agreement between the models and the field observations is reached, the models can be used to create a cost-effective early warning system. 相似文献
13.
A full-scale landslide-triggering experiment was conducted on a natural sandy slope subjected to an artificial rainfall event, which resulted in mobilisation of 130 m3 of soil mass. Novel slope deformation sensors (SDSs) were applied to monitor the subsurface pre-failure movements and the precursors of the artificially triggered landslide. These fully automated sensors are more flexible than the conventional inclinometers by several orders of magnitude and therefore are able to detect fine movements (<?1 mm) of the soil mass reliably. Data from high-frequency measurements of the external bending work, indicating the transmitted energy from the surrounding soil to these sensors, pore water pressure at various depths, horizontal soil pressure and advanced surface monitoring techniques, contributed to an integrated analysis of the processes that led to triggering of the landslide. Precursors of movements were detected before the failure using the horizontal earth pressure measurements, as well as surface and subsurface movement records. The measurements showed accelerating increases of the horizontal earth pressure in the compression zone of the unstable area and external bending work applied to the slope deformation sensors. These data are compared to the pore water pressure and volumetric water content changes leading to failure. 相似文献
14.
降雨在松散堆积土中入渗引起内部水土力学的变化是影响稳定性的关键。目前研究多侧重考虑颗粒粒径、含量等因素对斜坡破坏的影响,但是针对斜坡体内部水土响应及稳定性时空演化方面的研究存在不足。基于野外滑坡案例,通过室内降雨滑坡模型试验、土力学试验和理论分析手段,研究了降雨触发松散堆积体斜坡变形破坏过程及模式,采用Van Genuchten模型（VG模型）重构了土体的土-水特征曲线,重点探究了斜坡内部水土力学变化以及稳定性时空演化规律。结果表明：（1）堆积体斜坡破坏经历了微裂隙发育-局部破坏-整体破坏3个阶段,呈现出“初期拉裂-坡面坍塌-塑性滑动”的破坏模式;（2）入渗过程斜坡体积含水率以及孔隙水压力急速增加,而土颗粒之间基质吸力下降甚至消散,促进了斜坡破坏发展;（3）土体力学强度随体积含水率升高呈指数下降,体积含水率为36.3%时,有效黏聚力和有效内摩擦角仅为0.27 kPa、3.39°;（4）基于极限平衡理论和斜坡土水特征监测数据,构建了斜坡稳定性时空演化图谱,与模型试验破坏特征有较好的一致性。研究结果对降雨作用下的堆积层斜坡监测预警与防灾减灾提供理论支撑。 相似文献
15.
灌溉诱发的黄土滑坡大多数具有明显的突发性特征;斜坡破坏过程变形量小,历时短,具有较大的危险性。由于此类黄土滑坡加速变形阶段经历时间较短,GNSS系统和裂缝计等传统监测手段难以获取加速变形阶段系统完整的监测数据,更难以提前预警。针对这一难题,自主研发了自适应智能变频裂缝仪,它能够根据滑坡变形快慢自动调整采样频率。基于获取的黑方台多个突发型黄土滑坡的全过程变形-时间曲线,对这些变形曲线特征和规律进行分析研究,建立了针对性的黄土滑坡综合预警模型。将变形速率阈值和改进切线角作为滑坡预警的重要指标,建立了4级预警判据,通过自主研发的"地质灾害实时监测预警系统"实现滑坡的实时自动预警,并将预警信息与当地的群防群测信息平台对接,为防灾应急避让提供直接依据。2017年以来已先后6次对黑方台黄土滑坡实施成功预警,避免了重大人员伤亡,取得显著的防灾减灾效果。 相似文献
16.
The landslide can destroy all kinds of constructions, and seriously hinder people's production and life as well as the development of national economy. Bolt is one of the main methods for slope treatment, but it is difficult to monitor its construction quality and anchoring effect directly. With the rise and development of MEMS (Micro-electro mechanical system) technology, MEMS sensors, with the advantages of small size, low cost and high precision, quickly come out from the conventional monitoring methods and provide new possibilities for the monitoring field in geological engineering. In this paper, based on MEMS sensors, a model test was designed to explore the stability of the slope after treatment by bolts. Natural river sands were used to prepare slopes with angle of 45° through the air-plluviation method. In addition, the tests were divided into two groups (with or without bolts). MEMS sensors were set up in the slope to wirelessly and continually capture the acceleration, angular velocity and angle of slope sliding triggered by simulated rainfall in real-time. It was found that: with no treatment, the acceleration and angle in the interior and the bottom of the slope gradually changed during rainfall, while those parameters in the rear and the surface of the slope had no significant change, which indicated that the slope creep mainly occurred in the interior and the bottom of the slope before failure. When landslides occurred, the movement monitoring indexes in the interior and the bottom of the slope suddenly changed, followed by those in the rear and the surface of the slope, which means that when the sandy slope slides, the interior and the bottom of the slope slides first, and then the rear and the surface of the slope surface fail. This is a typical retrogressive landslide. After the slope was treated by bolts, only creep could be observed during long-term rainfall, and the acceleration and angle in the bottom, interior and surface of the slope gradually changed, while almost no change was found in the rear of the slope, which shows that under rainfall conditions, overall creep occurs for the slope after reinforcement, the slope angle decreases, and there is no landside. The experimental results prove that MEMS sensors can realize low-cost, high-precision, continuous real-time monitoring of slope, and can capture gradual changes of movements before failure and the sudden change when landslide occurs. It should play a certain role in the study of landslide mechanism and landslide warning, and has a broad application in the field of geological engineering monitoring. 相似文献
17.
滑坡破坏各种建筑工程,严重影响了人民生产生活以及国民经济的发展。锚杆作为边坡治理的主要手段之一,其施工质量与锚固效果难以直接监测。随着微机电系统(MEMS)技术的兴起与不断发展,MEMS传感器具有体积小、造价低和精度高等优点,使其从常规监测手段中脱颖而出,为地质工程监测提供了新的可能。通过设计模型试验,基于MEMS传感器探讨锚杆对边坡的加固作用。试验采用天然河砂,通过撒砂法堆坡,边坡坡角为45°,分有锚杆加固和无锚杆加固2组。以降雨触发滑坡,将MEMS传感器布设在边坡内部,实现对边坡内部各点的加速度、角度和角速度的实时连续监测。研究表明:当未加固边坡蠕滑开始时,边坡内部和坡脚处的加速度与角度发生渐变,边坡后缘与表面处的加速度和角度变化不明显,表明边坡蠕滑主要发生在边坡内部与坡脚处;滑坡发生时,边坡内部与坡脚处的加速度和角度率先发生突变,边坡后缘与表面的参数随后发生突变,表明砂土坡破坏的瞬间,其内部与坡脚处先发生滑动,边坡后缘与坡面随后滑动,为典型的牵引式滑坡。采用锚杆加固后,边坡只发生蠕滑,边坡内部、坡脚处与坡面的加速度和角度有明显渐变,边坡后缘的各指标几乎无变化,表明降雨条件下,加固后的边坡发生整体蠕滑,边坡坡角降低,不发生破坏。MEMS传感器能够实现低成本、高精度的连续实时监测边坡蠕滑的渐变规律,捕捉到滑坡发生时运动的明显突变,对研究边坡的滑动机制及滑坡预警有一定的应用价值,在地质工程监测领域具有广阔的应用前景。 相似文献
18.
基于遍布节理模型的边坡稳定性强度折减法分析 总被引：10，自引：4，他引：6
采用非线性数值分析方法分析边坡稳定性问题时,强度折减法因其具有较多的优点而得到广泛应用。岩土体一般采用理想弹塑性模型,屈服准则为广义米赛斯准则。对于密集节理岩质边坡稳定性问题,采用遍布节理模型可同时考虑岩块和节理属性,更符合岩体状态及工程实际,认为岩体经强度折减后潜在破坏可能首先出现在岩体中或沿节理面或二者同时破坏。结合工程实例,基于遍布节理模型的强度折减法计算结果表明,潜在滑移面为折线型滑面,下部潜在滑移面倾角与节理面等效内摩擦角基本一致,上部潜在滑移面与岩体拉破坏相关;节理倾角与边坡安全系数、潜在滑动范围密切相关,陡倾角节理对边坡稳定性影响较小。通过对边坡失稳判据和边坡滑移面确定的探讨,认为以力或位移不收敛作为边坡失稳判据是适当的,而边坡的剪应变速率物理意义十分明确,适于作为边坡潜在滑移面的确定依据。 相似文献
19.
为考虑位移因素对于滑坡渐进性发育的影响,基于简布条分法基本原理,提出一个新的能够考虑滑带土抗剪能力与剪切位移关系的滑坡稳定性简化评价方法。该方法从以下两个方面对简布条分法进行了改进：（1）将滑动面剪应力-剪切位移本构模型与沿滑动面的剪切位移模型相结合,以考虑滑坡随着变形发展渐进破坏的过程;（2）提出局部安全系数的概念并对整体安全系数进行重新定义,物理意义更加明确。推导了该方法的计算公式,给出了其迭代计算思路,并编制Matlab计算程序。通过计算实例表明,应变软化边坡的安全系数不仅取决于土的抗剪强度指标,还与其剪应力-剪切位移关系密切相关,基于峰值强度的极限平衡条分法应用于实际工程是偏于危险的。同时该方法还可以有效地模拟边坡从开始破坏到最终滑动面贯通的发育过程,实现了坡体位移与安全系数之间一一对应的定量关系,进而实现边坡的稳定性的预测预报。 相似文献
20.
光纤传感技术具有精度高、灵敏度高的特点,在变形测量方面具有独特优势。但由于缺乏有效的封装保护技术,目前将光纤传感器用于土工合成材料变形监测的应用和研究比较少。文章通过对光纤传感器的封装结构进行设计,较好地解决了光纤传感器与被测物体间的协调变形问题,并延长了光纤传感器的使用寿命。基于此封装结构,通过室内土工格栅加筋边坡模型试验,选取土工格栅的加筋层数及筋材的布设方式作为变量,研究了土工格栅在加筋过程中的变形及受力特性。研究结果表明:在垂直方向上,上层筋材的应变大于下层筋材的应变;在水平方向上,单层变形最大处位于加载点正下方范围内。增加加筋层数,能够使得各层格栅的变形得到分担,同时有效限制坡面的法向位移,尤其是坡面中上部分的法向位移;土工格栅能够显著提高边坡的极限承载力。通过对光纤传感器的研究,表明其能够灵敏监测被测物体的微小变形与受力,实际使用中较为稳定,验证了本文封装结构设计的可行性,弥补了传统测量方法的缺陷。 相似文献