基于高精度DEM和RS技术的滑坡环境指标参数快速提取方法——以陕西省宝鸡市金台区长乐塬特大型滑坡为例

DEM和RS技术是研究滑坡地质灾害的重要资料和手段。近年来,随着高空间分辨率遥感卫星和高精度雷达卫星的上天,可以获取现时性高精度的DEM,使滑坡地质灾害的研究由二维向三维提升。利用IRS-P5数据生成的5m精度的DEM,借鉴GOOGLE的三维可视性原理,将其和高空间分辨率QuickBird(0.61m)数据叠置到数字地球之上,制作成三维可视性图像,进行滑坡环境指标参数提取方法研究。研究结果表明,该方法可直接读取滑坡环境指标的三维参数,具有客观、准确、快速的特点,可为滑坡灾害评估和区域地质灾害危险性评价提供定量化资料。     

基于深度学习的滑坡灾害易发性分析

滑坡灾害成因机理复杂、影响因素众多,深度学习作为当前人工智能领域的热点,能够更好地模拟滑坡灾害的形成并准确预测潜在的斜坡。为了挖掘深度学习在滑坡易发性的应用潜能,本文构建了一维、二维和三维的滑坡数据表达形式,并提出3种基于卷积神经网络模型（Convolutional Neural Networks, CNN）的滑坡易发性分析处理框架：基于CNN分类器、基于CNN与逻辑回归的融合和基于CNN集成,最后以江西省铅山县为研究对象进行验证,结果表明：所有基于CNN的易发性模型都能够获得准确且可靠的滑坡易发性分析结果。其中,基于二维数据的CNN模型在所有单分类器中预测精度最高,为78.95%。此外,二维CNN特征提取能够显著提升逻辑回归的预测精度,其准确率提升7.9%。最后,异质集成策略能够大幅度提升基于CNN分类器的滑坡预测精度,其准确率提升4.35%~8.78%。     

区块链技术在全国地质灾害风险预警系统建设中的应用探索

2019年以来,自然资源部全面推进普适型设备研发与地质灾害自动化监测预警工作,截至2023年6月,已在17个地质灾害重点防治省份的5.5万处隐患点推广应用,全国地质灾害风险预警系统也进入了快速发展阶段。目前,系统每日接收监测数据超千万,在海量数据存储管理、时序数据并行处理、大数据智能分析和多参数风险预警等方面取得积极进展。然而,系统在数据安全方面仍存在诸多挑战,尤其是在数据一致性、数据防篡改和系统可靠性等方面有较大提升空间。文章在系统研究区块链技术特点及其在相关领域典型应用的基础上,提出基于分布式账本技术和共识机制的“可信数据流”建立方法,依此形成“区块链+全国地质灾害风险预警系统”总体框架,同时建立了原型系统。实验数据显示改进系统可以解决省-部数据不一致问题,识别并阻止非法数据篡改,多节点故障情况下仍可保障系统稳定运行,系统总体性能损耗低于20%。研究成果可为区块链技术在各级地质灾害风险预警系统中的应用提供顶层设计思路与技术方法,对于提升全国地质灾害自动化监测网安全运行能力具有重要借鉴意义。     

Holocene development and anthropogenic disturbance of a shallow lake system in Central Ireland recorded by diatoms

Three cores from two connected lakes in Central Ireland (Lough Kinale and Derragh Lough) were investigated using diatom analysis to establish the Holocene development of the lacustrine system, any local variations within the lakes and any anthropogenic influences. The study area was situated in a lowland location and the lakes were shallow, unstratified and interconnected. Litho-and bio-stratigraphical analyses of the lake cores and deposits beneath a mire separating the two lakes showed the changing spatial configuration of the lake system in the early Holocene and the separation of the initial lake into three basins (cf. lacustrine cells) and finally into two interlinked lakes. The evolution of the lake system is conceptualised as the development of distinct lacustrine cells, and its sediments have recorded changes in the physical (geography, depth and sedimentation) and chemical (water chemistry) properties of the lakes inferred through diatom analyses. The longest sequence, from the early Holocene, records fluctuating lake levels and these are correlated with geomorphological mapping and surveying of palaeoshorelines. The diatom assemblages of the upper 2 m of the three cores, covering approximately the last 2000–3000 radiocarbon years show considerable difference in trophic status and life-form categories. This is related to the location of the cores in the lake and also the distance from human settlement with particular reference to proximity to crannog (artificial island) construction and use. The most central core from the deepest part of Lough Kinale has the least representation of the human settlement and agricultural activity in the catchment and on the fringes of the lake, whereas the core taken from the edge of a crannog is able to identify when construction and use of the crannog occurred. The local nature of the palaeoecological response to human activity due to incomplete water mixing has the advantage of allowing the lake sediment cores to be used to determine spatially discrete settlement patterns.     

Evolution of the north flank of Tenerife by recurrent giant landslides

Geomorphologic analysis of submarine and subaerial surface features using a combined topographic/bathymetric digital elevation model coupled with onshore geological and geophysical data constrain the age and geometry of giant landslides affecting the north flank of Tenerife. Shaded relief and contour maps, and topographic profiles of the submarine north flank, permit the identification of two generations of post-shield landslides. Older landslide materials accumulated near the shore (<40-km) and comprise 700 km³ of debris. Thickening towards a prominent axis suggests one major landslide deposit. Younger landslide materials accumulated 40–70 km offshore and comprise the products of three major landslides: the La Orotava landslide complex, the Icod landslide and the East Dorsal landslide complex, each with an onshore scar, a proximal submarine trough, and a distal deposit lobe. Estimated lobe volumes are 80, 80 and 100 km³, respectively. The old post-shield landslide scar is an amphitheatre, 20–25 km wide, partly submarine, now completely filled with younger materials. Age–width relationships for Tenerife's coastal platform plus onshore geological constraints suggest an age of ca. 3 Ma for the old collapse. Young landslides are all less than 560 ka old. The La Orotava and Icod slides involved failures of slabs of subaerial flank to form the subaerial La Orotava and Icod valleys. Offshore, they excavated troughs by sudden loading and basal erosion of older slide debris. The onshore East Dorsal slide also triggered secondary failure of older debris offshore. The slab-like geometry of young failures was controlled by weak layers, deep drainage channels and flank truncation by marine erosion. The (partly) submarine geometry of the older amphitheatre reflects the absence of these features. Relatively low H/L ratios for the young slides are attributed to filling of the slope break at the base of the submarine edifice by old landslide materials, low aspect ratios of the failed slabs and channelling within troughs. Post-shield landslides on Tenerife correlate with major falls in sea level, reflecting increased rates of volcanism and coastal erosion, and reduced support for the flank. Landslide head zones have strongly influenced the pattern of volcanism on Tenerife, providing sites for major volcanic centres.     

Morphology,structure and kinematics of a rainfall controlled slow‐moving Andean landslide,Peru

The large slow‐moving landslide of Maca is located in the upper Colca valley (southern Peru), a region characterized by a well pronounced rainy period, and intense and recurrent sustained seismicity. The landslide, developed in deep lacustrine deposits, has recently accelerated, threatening the Maca village. This work aims at understanding the rupture mechanism and the causes of the recent landslide reactivation/acceleration. We present a multidisciplinary characterization of the Maca landslide that includes: (i) geological and morphological mapping in the field; (ii) remote sensing analysis using an historical aerial photograph of 1955 and the Pléiades satellite images (2013); (iii) global positioning system (GPS) including time‐series of surveys over 13 years, and continuous measurements over 14 months; (iv) a geophysical campaign with deep electrical resistivity tomography profiles acquired across the landslide mass. Our study shows that this 60 Mm³ landslide, which can be classified as a clay/silt compound landslide, moved by 15 m between 2001 and 2014 with a large inter‐annual velocity variation (up to a factor of 500) depending on the rainfall intensity. We suggest that these dramatic changes in velocity are the result of the combination of a threshold mechanism and the short intense rainy season in Peru. This study reveals three main driving factors acting at different timescales: (i) over several decades, the river course has significantly changed, causing the Maca landslide reactivation in the 1980s due to the erosion of its toe; (ii) at the year scale, a minimum amount of rainfall is required to trigger the motion and this amount controls the landslide velocity; (iii) transient changes in slide velocity may occur anytime due to earthquakes. This study particularly highlights the non‐linear behaviour of the motion with rainfall. Copyright © 2016 John Wiley & Sons, Ltd.     

黄土滑坡的基本类型与活动特征

高位黄土滑坡具有高势能、突发性、隐蔽性、滑动速度迅速、威胁范围广、破坏冲击能力强等特点,破坏形式多为摧毁和压埋为主,是黄土地区防灾减灾、工程治理棘手难题。不同的地形地貌类型、地层岩性、水文地质条件、地质构造等对滑坡形成都具有本质上的差异。结合平凉市静宁县仁大镇和天水市麦积区大沟高位黄土滑坡典型实例,通过工程地质测绘、工程地质勘查、无人机高精度航测等技术手段,从空间分布、滑坡特征、成因、运动机理、成灾特点等方面进行了系统研究。结果表明,根据地形地貌归属可分为坡面型和沟谷型高位黄土滑坡,其中平凉市静宁县仁大镇滑坡属于坡面型,以 “土浪” 的形式运动,在运动时间上与滑坡启动具有同周期性和连续性,运动速度迅速,运动顺序为滑体脱离母体→土体滑动→土体堆积;天水市麦积区大沟属于沟谷型,以泥流的形式进行运动,滑坡滑动与堆积体启动在时间上具有一定的滞后性,速度相对前者较缓慢,运动顺序为滑体脱离母体→土体堆积→土体滑动→淤积,其运动、堆积特点和黏性泥石流基本相似。     

暗挖隧道注浆-降压联合地下水控制技术

动水条件下承压水的注浆止水及加固问题,是暗挖隧道地下水控制的重要难题,在浆液配比、注浆参数等方面的设计施工经验较少。以某地铁区间联络通道的地下水控制工程为背景,结合该通道地质条件复杂、承压水头高、突涌水量大等施工现状,基于注浆-降压联合的地下水控制思路,探索了高承压水头条件下的WSS双液注浆止水施工技术,并通过现场探测和地面沉降监测研究其止水加固效果。结果表明,采用注浆-降压联合的地下水控制及加固方案,在显著承压性的地下水含水层注浆止水加固中取得了良好的效果,既能够保证地下通道的注浆过程顺利进行,又能确保地下水治理效果,并遏制围岩的变形发展,各部位变形均满足控制指标。     

地埋管换热影响岩土体传热因素及热影响范围分析

该文介绍了地埋管换热器传热模型,对影响地下岩土体传热的地埋管换热功率、持续时间、热泵机组运行的方式与模式、换热器规格、管外回填材料以及地质-水文地质条件等因素进行了探讨,认为周围岩土体热响应范围大小与换热功率大小和持续时间长短、管外回填材料和周围岩土体导热性能高低呈正相关性,热泵机组间歇运行方式有利于地温场的及时恢复,冬季制热夏季制冷模式能削弱单一负荷聚集产生的热影响程度,同等能条件下双U型De32地埋管较单U型De25地埋管热影响范围要大。由于地埋管换热器吸热或放热不平衡而引起的冷热量累积效应,渗流速度越大,热影响范围则越大。济南东部碎屑岩区某模拟夏季工况试验表明,其他条件相同的前提下,8 k W换热功率持续运行,以换热孔为中心,岩体温度响应速率和影响幅度与径向距离成负相关性,距离越近,响应速率和影响幅度越大,反之就越小;47天后,地埋管换热器热影响范围大于5m。     

汶川地震灾区滑坡空间特征变化分析

“5.12”汶川大地震触发了大量滑坡,给人民群众生命财产和社会经济发展造成了巨大损失。基于GIS空间分析方法,结合震前和震后的滑坡编目数据,对滑坡与坡度、坡向、高程、岩土类型、道路、河流和断裂带等7个孕灾环境因素的空间分布关系进行统计分析。结果表明：滑坡与孕灾环境因素的空间分布关系受地震的影响比较大。相比于震前,震后滑坡发生的优势坡度、优势岩土类型、优势距离缓冲区等均发生了很大的变化;并且坡向、距道路距离、距河流距离等因素对滑坡有明显地趋势性影响。