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GIS-based mapping of bearing capacity and liquefaction hazard for the Srinagar metropolitan region of Kashmir 基于gis的克什米尔斯利那加大都市区承载能力和液化危害制图
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-28 DOI: 10.1007/s10064-026-04794-6
Falak Zahoor, Abdullah Ansari, K. Seshagiri Rao, Mohammad Yousuf Shah, Neelima Satyam

This study evaluates the bearing capacity and liquefaction hazards in the sedimentary deposits of the Srinagar Metropolitan Region (SMR) through two novel indices: the Bearing Capacity Hazard Index (BCHI) and the Liquefaction Hazard Index (LHI). The study area is located in the Kashmir Valley, having sedimentary deposits of alluvial floodplains and Karewa highlands, which exhibit significant geotechnical variability due to their distinct depositional environments. BCHI integrates static bearing capacity (SBC), static settlement (SS), seismic-to-static bearing capacity ratio (SBCR), and seismic settlement potential (SSP), while LHI incorporates liquefaction potential index (LPI), liquefaction settlement (S), and liquefaction severity number (LSN). These parameters have then been combined through the Analytical Hierarchy Approach integrated with a GIS platform to develop hazard maps for the region. BCHI has been used to divide the region into zones of bearing capacity hazard: low (< 0.2), medium-high (0.2–0.5), and very high (> 0.5). LHI values have been used to delineate the region based on liquefaction vulnerability: low (< 0.2), medium-high (0.2–0.5), and very high (> 0.5). Results indicate significant spatial variations in geotechnical and liquefaction hazard over the region. The alluvial plains fall in the medium-high hazard zones of liquefaction as well as bearing capacity, whereas the Karewa highlands fall in the low hazard zone of liquefaction and medium hazard zone of bearing capacity. Thereby, the study underscores the severe geotechnical risks in alluvial floodplains, while highlighting Karewa highlands as more suitable for urban expansion. The proposed hazard maps can be used for developing essential guidance for foundation design, land-use planning, and disaster risk mitigation, contributing to safer infrastructure development in the Srinagar Metropolitan Region.

采用承载力危害指数(BCHI)和液化危害指数(LHI)这两个新指标对斯利那加大都市区(SMR)沉积层的承载能力和液化危害进行了评价。研究区位于喀什米尔山谷,具有冲积洪泛平原和Karewa高地的沉积沉积,由于其独特的沉积环境,表现出显著的岩土变异性。BCHI综合了静力承载力(SBC)、静力沉降(SS)、震静承载力比(SBCR)和地震沉降势(SSP), LHI综合了液化势指数(LPI)、液化沉降(S)和液化严重程度数(LSN)。然后,通过层次分析法将这些参数与地理信息系统平台结合起来,为该地区制定危险地图。利用BCHI将该地区划分为承载力危险区:低(< 0.2)、中高(0.2 - 0.5)和极高(> 0.5)。LHI值被用来描述基于液化脆弱性的区域:低(< 0.2),中高(0.2 - 0.5)和非常高(> 0.5)。结果表明,该地区的岩土工程和液化灾害存在显著的空间差异。冲积平原处于液化和承载力的中-高危险区,卡雷瓦高原处于液化和承载力的低危险区和中危险区。因此,该研究强调了冲积洪泛平原的严重岩土工程风险,同时强调了Karewa高地更适合城市扩张。拟议的灾害地图可用于制定基础设计、土地使用规划和减轻灾害风险的基本指导,有助于斯利那加大都市区更安全的基础设施发展。
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引用次数: 0
Erosion and compressibility characteristics of dispersive soil amended with calcinated coal gangue and xanthan gum 煅烧煤矸石和黄原胶改性分散土的侵蚀和压缩特性
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-28 DOI: 10.1007/s10064-026-04811-8
Narlagiri Snehasree, Chowdam Naveen Kumar, Romana Mariyam Rasheed, Arif Ali Baig Moghal

Dispersive soils disintegrate rapidly when they come in contact with water thereby compromising the structures being supported. The dispersion is triggered by monovalent sodium ions found in soil pore water. Identification and stabilization of dispersive soils thus becomes imperative for the safety of the intended applications. The current study examined the performance of calcinated coal gangue (CCG) and xanthan gum (XG) in controlling the dispersivity, erosion and compressibility behaviour of dispersive soil. The dosages of CCG were maintained as 1%, 3%, 5%, 7%, and 10% respectively, whereas XG was maintained at 2%. The CCG and XG treated samples were cured for 7 and 28 days, and subjected to double hydrometer test and cylindrical dispersion test to assess the dispersivity of soil. Additionally, drip erosion test and one-dimensional incremental consolidation test were conducted. Results showed that the dispersion ratio reduced from 78% to 11% for the soil treated with 2% XG and 5% CCG. Similarly, erosion depth got reduced from 18.6 mm to 3.9 mm when treated with 2% XG and 5% CCG, thereby transforming the soil from dispersive to nondispersive. The one-dimensional consolidation test depicted that the inclusion of CCG alone increased the coefficient of consolidation (Cv) and hydraulic conductivity (k) due to non-cohesiveness, but XG addition reduced Cv and k with an increase in consolidation pressure. The microstructural examination revealed that the bonding between soil aggregations was strengthened by the XG hydrogel and filling of interaggregate voids with CCG. Considering the durability and performance of CCG and XG, the modified soil can be recommended for short term applications.

分散的土壤在与水接触时迅速分解,从而损害被支撑的结构。分散是由在土壤孔隙水中发现的单价钠离子引发的。因此,分散性土壤的识别和稳定对于预期应用的安全性至关重要。本研究考察了煅烧煤矸石(CCG)和黄原胶(XG)对分散性土壤的分散性、侵蚀性和压缩性的控制性能。CCG分别维持1%、3%、5%、7%和10%的剂量,XG维持2%的剂量。CCG和XG处理后的样品分别固化7和28 d,进行双比重计试验和圆柱分散试验,评估土壤的分散性。此外,还进行了滴灌侵蚀试验和一维增量固结试验。结果表明,在2% XG和5% CCG处理的土壤中,分散率从78%下降到11%。同样,2% XG和5% CCG处理下,侵蚀深度从18.6 mm减少到3.9 mm,土壤由分散性转变为非分散性。一维固结试验表明,单独掺入CCG会因非黏结性而增加固结系数Cv和导水系数k,而添加XG会随着固结压力的增加而降低Cv和k。微观结构分析表明,XG水凝胶和CCG填充团聚体间空隙增强了团聚体之间的结合。考虑到CCG和XG的耐久性和性能,改性土可以推荐短期应用。
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引用次数: 0
Addressing current and future challenges in the engineering geology community - A young engineering geologist’s perspective 解决当前和未来的挑战在工程地质界-一个年轻的工程地质学家的观点
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-27 DOI: 10.1007/s10064-026-04847-w
Efstratios Karantanellis, Tümay Kadakci Koca, Anika Braun, Elisa Mammoliti, Lauren Foote, Julia Loffler, Om Prasad Dhakal, Adebayo Olaniyi Afolabi, Andrey Kazeev

The field of engineering geology is changing rapidly in response to global pressures such as urbanization, climate change, and the growing demand for natural resources. Meanwhile, Young Engineering Geologists (YEGs), defined as early-career academics and professionals under 40 within the International Association for Engineering Geology and the Environment (IAEG), are increasingly engaged in research, training, and knowledge exchange activities. This study examines current challenges and anticipates future requirements in the field of engineering geology by integrating a quantitative analysis of journal publications from 2015 to 2025, related international projects, and feedback obtained through a survey conducted during an IAEG outreach activity. The bibliometric analysis showed a gradual shift from traditionally dominant infrastructure-focused studies toward topics such as geohazards intensified by climate change, urban planning, mitigation strategies, and sustainable development. This shift is accompanied by an increased use of digital tools, including remote sensing, data-driven analysis, and big data storage. This study also focuses on how YEG activities in research, professional development, and global knowledge exchange align with the United Nations Sustainable Development Goals (SDGs). It was found that YEG activities not only contribute to technical advancement but also to SDG 4 (Quality Education), SDG 5 (Gender Equality), SDG 10 (Reduced Inequalities), and SDG 17 (Partnerships for the Goals). Survey responses from early-career professionals point to significant demand for practical, accessible, and interdisciplinary training methodologies. Taken together, these findings highlight a pathway for how future YEG activities might be modified to address the changing requirements of the field and research directions in engineering geology.

由于城市化、气候变化和对自然资源日益增长的需求等全球压力,工程地质领域正在迅速变化。与此同时,国际工程地质与环境协会(IAEG)内40岁以下的年轻工程地质学家(YEGs)越来越多地从事研究、培训和知识交流活动。本研究通过对2015年至2025年的期刊出版物、相关国际项目的定量分析,以及在IAEG外联活动期间进行的调查获得的反馈,审视了工程地质领域当前的挑战,并预测了未来的需求。文献计量分析显示,传统上以基础设施为主的研究逐渐转向气候变化、城市规划、减灾战略和可持续发展等加剧的地质灾害等主题。这一转变伴随着数字工具的使用增加,包括遥感、数据驱动分析和大数据存储。本研究还侧重于YEG在研究、专业发展和全球知识交流方面的活动如何与联合国可持续发展目标(sdg)保持一致。研究发现,可持续发展目标活动不仅有助于技术进步,还有助于实现可持续发展目标4(优质教育)、可持续发展目标5(性别平等)、可持续发展目标10(减少不平等)和可持续发展目标17(实现目标的伙伴关系)。来自初入职场的专业人士的调查反馈表明,对实用、容易理解和跨学科的培训方法有很大的需求。综上所述,这些发现突出了未来YEG活动如何修改的途径,以满足工程地质领域不断变化的需求和研究方向。
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引用次数: 0
Probabilistic large deformation analysis of rainfall-induced slope failures considering spatial variability of saturated hydraulic conductivity 考虑饱和导水率空间变异性的降雨坡面破坏概率大变形分析
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-27 DOI: 10.1007/s10064-026-04838-x
Jian-Ping Li, Shui-Hua Jiang, Jiawei Xie, Jinsong Huang

Determining post-failure characteristics of slopes under rainfall is an essential prerequisite for assessing and mitigating landslide risks. This study proposes a coupled hydro-mechanical framework that integrates the Random Limit Equilibrium and Material Point Methods (RLE-MPM). The post-failure characteristics, landslide types and probability of slope failure considering the spatial variability of saturated hydraulic conductivity (ks) are evaluated using this framework through probabilistic large deformation analyses. An infinite slope under rainfall and Tokai-Hokuriku expressway landslide in Japan are investigated, respectively, to illustrate the effectiveness of the proposed RLE-MPM framework. The influences of the rainfall duration as well as the coefficient of variation of mechanical parameters and ks on the slope post-failure characteristics are investigated. Results indicate that the proposed RLE-MPM framework is computationally more efficient in evaluating the slope post-failure characteristics and probability of slope failure than the Random Material Point Method (RMPM). Additionally, the spatial variability of ks significantly affects the means and coefficients of variation of slope post-failure characteristics. The failure characteristics of the Tokai-Hokuriku expressway landslide can be accurately predicted by using the proposed framework. This study highlights the necessity of considering the heterogeneity of soils in landslide movement prediction and risk assessment.

确定降雨作用下边坡的破坏后特征是评估和减轻滑坡风险的必要前提。本研究提出了一个结合随机极限平衡和物质点法(RLE-MPM)的耦合流体力学框架。利用该框架,通过概率大变形分析,对考虑饱和导水系数空间变异性的边坡失稳后特征、滑坡类型和失稳概率进行了评价。以降雨作用下的无限边坡和日本东海-北陆高速公路滑坡为例,验证了RLE-MPM框架的有效性。研究了降雨持续时间、力学参数变异系数和ks对边坡失稳后特征的影响。结果表明,RLE-MPM框架在评估边坡破坏后特征和破坏概率方面比随机物质点法(RMPM)计算效率更高。此外,ks的空间变异性显著影响边坡失稳后特征的变异均值和变异系数。利用该框架可以准确预测东海-北陆高速公路滑坡的破坏特征。本研究强调了在滑坡运动预测和风险评估中考虑土壤异质性的必要性。
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引用次数: 0
Experimental study of self-healing effect of slip zone soil in red-bed translational landslide 红层平移滑坡滑带土自愈效应试验研究
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-26 DOI: 10.1007/s10064-026-04828-z
Hongke Zhou, Da Zheng, Hang Zhou, Zhanglei Wu

One of the main determinants of whether a reactivated landslide will start sliding again is the mechanical characteristics of the soil in the slip zone. Previous studies believe that the residual strength of slip zone soil is a static parameter, but many studies have found that the strength of slip zone soil will produce self-healing phenomenon, which is shown as the increase of shear strength. Based on this phenomenon, this article conducted relevant research. The healing of residual strength of the red-bed sliding zone soil under various normal stresses and consolidation time is studied through the shear-consolidation-shear test on sliding zone soil of the red-bed translational landslide, and the corresponding analysis and discussion are conducted. The findings demonstrate that the red-bed slip zone soil has a self-healing effect; the landslide’s reactivation initiation strength is between its peak strength and residual strength; the red-bed slip zone soil’s strength recovery ratio is proportional to consolidation time and inversely proportional to normal stress; and the consolidation of the slip zone soil of the red-bed translational landslides is the primary factor of the strength healing mechanism, and the mineral characteristics strengthen the mechanism to some extent. In summary, the strength healing mechanism of the red-bed slip zone soil can delay the reoccurrence of the red-bed translational landslides, and this mechanism holds significant importance for the study of red-bed translational landslides.

重新激活的滑坡是否会再次开始滑动的主要决定因素之一是滑动带土壤的力学特性。以往的研究认为滑移带土的残余强度是一个静态参数,但很多研究发现滑移带土的强度会产生自愈现象,表现为抗剪强度的增加。基于这一现象,本文进行了相关研究。通过对红层平移滑坡滑带土的剪切-固结-剪切试验,研究了不同正应力和固结时间下红层滑带土残余强度的愈合情况,并进行了相应的分析和讨论。结果表明:红层滑带土具有自愈作用;滑坡的活化起始强度介于峰值强度和残余强度之间;红层滑移带土的强度恢复比与固结时间成正比,与正应力成反比;红层平移滑坡滑带土的固结是其强度愈合机制的主要因素,其矿物特性在一定程度上强化了该机制。综上所述,红层滑动带土的强度愈合机制可以延缓红层平移滑坡的再次发生,该机制对红层平移滑坡的研究具有重要意义。
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引用次数: 0
Robust and efficient iterative algorithm for copula-based FORM and its application to slope reliability analysis 基于copula的FORM鲁棒高效迭代算法及其在边坡可靠度分析中的应用
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-26 DOI: 10.1007/s10064-026-04819-0
Xin Lin, Xiao-Song Tang

This study proposes a robust and efficient iterative algorithm (called iHLRF-BFGS algorithm) to find the design point of the copula-based first-order reliability method (FORM) for slope reliability analysis under incomplete probability information. First, a brief introduction to the copula theory for modeling the joint cumulative distribution function (CDF) of shear strength parameters is provided. Second, the copula-based FORM using the conventional HLRF algorithm is reviewed. Third, a novel iHLRF-BFGS algorithm for solving the copula-based FORM is derived. Finally, three cohesion-frictional slopes, namely an infinite slope, a two-dimensional (2-D) single-layered slope, and a three-dimensional (3-D) two-layered slope, are presented to illustrate and demonstrate the proposed iHLRF-BFGS algorithm. The results indicate that the iHLRF-BFGS algorithm not only demonstrates high accuracy for slope reliability problems involving explicit and implicit performance functions, but also it is more robust and efficient in finding the design point of the copula-based FORM than both first-order optimization algorithms and the HLRF-BFGS algorithm. In addition, the iHLRF-BFGS algorithm can comprehensively investigate the impact of the dependence structure of shear strength parameters on slope reliability. The prevalent use of the Gaussian copula can result in a hazardous slope design, which underscores the critical importance of proper copula selection in determining slope reliability.

本文提出了一种鲁棒高效的迭代算法(iHLRF-BFGS算法)来寻找基于copula的一阶可靠度方法(FORM)在不完全概率信息下的设计点。首先,简要介绍了用于抗剪强度参数节理累积分布函数(CDF)建模的联结理论。其次,对传统HLRF算法中基于copula的FORM进行了综述。第三,提出了一种新的求解基于copula的FORM的iHLRF-BFGS算法。最后,以无限斜率、二维(2-D)单层斜率和三维(3-D)两层斜率三种黏结-摩擦斜率为例,对所提出的iHLRF-BFGS算法进行了说明和验证。结果表明,iHLRF-BFGS算法不仅对涉及显式和隐式性能函数的边坡可靠性问题具有较高的精度,而且在寻找基于公式的FORM设计点方面比一阶优化算法和HLRF-BFGS算法具有更高的鲁棒性和效率。此外,iHLRF-BFGS算法可以全面研究抗剪强度参数依赖结构对边坡可靠度的影响。高斯联结函数的普遍使用可能导致危险的边坡设计,这强调了正确选择联结函数在确定边坡可靠度中的重要性。
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引用次数: 0
Tensile strength characteristics and predictive modeling of expansive soil containing termite nests 含白蚁巢膨胀土的抗拉强度特性及预测模型
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-26 DOI: 10.1007/s10064-026-04824-3
Junran Zhang, Hengchen Yin, Xia Zhang, Bin Zhao, Zhendong Wei, Tao Zhang

The stability of the canal embankment in the Middle Route of the South-to-North Water Diversion Project is crucial to the project’s safety. However, the expansive soil widely distributed along the route tends to damage the canal embankment, owing to its strong swelling and shrinkage properties. Moreover, termite nests resulting from frequent termite activity in the region disrupt the continuity of the soil mass and exacerbate the deterioration of the expansive soil’s tensile strength, thereby posing a dual threat. Therefore, investigating the tensile strength characteristics of expansive soil in environments containing termite nests is highly relevant for engineering applications. Splitting tests were conducted on expansive soil containing termite nest pores using Particle Image Velocimetry (PIV). The test results revealed the following: The tensile strength of expansive soil decreases as the pore diameter of the termite nest increases. This is mainly because the termite nest pores reduce the effective bearing area, intensify stress concentration, and induce rapid crack propagation. The tensile strength decreases as the water content increases. The primary reason is that decreasing matric suction causes expansive soil to absorb water and swell, increases the void ratio, and substantially weakens interparticle cohesion. Based on the test results, a prediction model for the tensile strength deterioration of expansive soil was established. The findings of this study provide a scientific basis for evaluating the tensile strength of expansive soil containing termite nests, and offer important practical guidance for the later-stage, high-quality development of the Middle Route of the South-to-North Water Diversion Project.

南水北调中线工程渠道堤防的稳定性对工程的安全至关重要。然而,沿线广泛分布的膨胀土由于其强烈的膨胀收缩特性,容易对运河堤防造成破坏。此外,该地区白蚁频繁活动造成的白蚁巢破坏了土体的连续性,加剧了膨胀土抗拉强度的恶化,构成了双重威胁。因此,研究白蚁巢环境下膨胀土的抗拉强度特性具有重要的工程应用意义。采用粒子图像测速法(PIV)对含白蚁巢孔的膨胀土进行了劈裂试验。试验结果表明:膨胀土的抗拉强度随白蚁巢孔径的增大而减小;这主要是由于白蚁巢孔缩小了有效承载面积,加剧了应力集中,诱发裂纹快速扩展。拉伸强度随含水量的增加而降低。主要原因是基质吸力的减小导致膨胀土吸水膨胀,孔隙比增大,颗粒间黏聚力大幅减弱。在试验结果的基础上,建立了膨胀土抗拉强度退化的预测模型。本研究结果为评价含白蚁巢膨胀土抗拉强度提供了科学依据,为南水北调中线工程后期高质量发展提供了重要的实践指导。
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引用次数: 0
A new perspective on hydric dynamics and damage susceptibility in natural stones: Insights from the thermal impact on carbonate lithologies 天然岩石流体动力学和损伤敏感性的新视角:来自碳酸盐岩岩性热影响的见解
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-25 DOI: 10.1007/s10064-026-04800-x
Roberta Lobarinhas, Gustavo Paneiro, Amélia Dionísio

Thermal exposure can substantially alter the hydric behaviour of carbonate stones, with direct implications for damage susceptibility and post-fire durability. This study provides a new perspective on hydric dynamics by analysing not only how water is absorbed, but also how it is retained and released after thermal exposure. Thirteen Portuguese carbonate lithologies (limestones, marbles, a breccia, and a travertine) were heated to 300 °C and 600 °C, and their hydric response was characterised through open porosity, bulk density, capillary uptake coefficients, drying rates, and total water absorption. Pore-size distribution analysis was used to assess the role of porosity and its spatial organisation in controlling these processes. Hydric susceptibility was further evaluated using time-based metrics describing the progression of both water intake and water release within each stone. Results reveal clear lithology-dependent responses, showing that thermal damage modifies pore geometry and connectivity in ways that distinctly affect both absorption and evaporation pathways. These findings deepen our understanding of thermally induced hydric behaviour and support more robust evaluations of damage susceptibility in fire-affected carbonate stones.

热暴露可以大大改变碳酸盐岩石的水行为,直接影响破坏敏感性和火灾后的耐久性。这项研究不仅分析了水是如何被吸收的,而且还分析了热暴露后水是如何保留和释放的,为水动力学提供了一个新的视角。13种葡萄牙碳酸盐岩岩性(石灰石、大理岩、角砾岩和石灰华)被加热到300°C和600°C,并通过开放孔隙度、体积密度、毛细吸收系数、干燥速率和总吸水率来表征它们的水响应。孔隙大小分布分析用于评估孔隙度及其空间组织在控制这些过程中的作用。使用基于时间的指标进一步评估水分敏感性,该指标描述了每个结石内的水摄入和水释放的进展。研究结果揭示了明显的岩性相关响应,表明热损伤以明显影响吸收和蒸发途径的方式改变孔隙几何形状和连通性。这些发现加深了我们对热致水行为的理解,并支持对受火影响的碳酸盐岩石的损伤敏感性进行更可靠的评估。
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引用次数: 0
Intelligent lithology identification method based on spectral curve images of advanced horizontal drilling cuttings and engineering application 基于光谱曲线图像的先进水平井岩屑岩性智能识别方法及工程应用
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-25 DOI: 10.1007/s10064-026-04834-1
Peng Lin, Chenyu Zhai, Zhenhao Xu, Jintao Kang, Tao Han

Lithology identification is an important basis for guiding tunnel engineering construction as well as estimating the reserves of oil, gas, and solid mineral resources. Drilling technology is one of the key methods for quickly acquiring lithological information. This paper proposes a method for identifying lithology in drilling cuttings by combining object detection algorithms with visible and near-infrared (VNIR) spectroscopy. Firstly, a laboratory VNIR spectral dataset containing 27 lithologies was established, and a classification model based on the YOLOv5s algorithm was developed specifically for identifying spectral data features in the laboratory setting. Then the field spectral data for five lithologies were collected, and the transfer learning method was employed to achieve intelligent lithology identification in field drilling cuttings. Finally, this method was applied to a real-world engineering project. The results show that the identification accuracy for laboratory lithology data is nearly 99%, with evaluation metrics reflecting the model’s excellent performance. The accuracy of the transfer learning method used for the intelligent identification of field drilling cuttings data reached 98%. In the engineering application, only one of the 30 cuttings samples was incorrectly identified, and the identification results were generally consistent with the excavation verification outcomes. The YOLOv5s object detection algorithm demonstrates good identification performance for spectral curves of different lithologies. This method holds promise for wide application in geological exploration, oil and gas resource development, and mining industries.

岩性识别是指导隧道工程建设和估计油气、固体矿产资源储量的重要依据。钻井技术是快速获取岩性信息的关键手段之一。提出了一种将目标检测算法与可见光和近红外光谱相结合的岩屑岩性识别方法。首先,建立了包含27种岩性的实验室近红外光谱数据集,并建立了基于YOLOv5s算法的实验室光谱数据特征识别分类模型。然后采集了5种岩性的野外光谱数据,采用迁移学习方法实现了野外钻井岩屑岩性的智能识别。最后,将该方法应用于实际工程项目。结果表明,该模型对实验室岩性数据的识别精度接近99%,评价指标反映了该模型的优异性能。将迁移学习方法用于现场钻井岩屑数据的智能识别,准确率达到98%。在工程应用中,30个岩屑样中仅有1个岩屑识别错误,识别结果与开挖验证结果基本一致。YOLOv5s目标检测算法对不同岩性的光谱曲线具有良好的识别性能。该方法在地质勘探、油气资源开发、矿业等领域具有广阔的应用前景。
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引用次数: 0
Shaking table test on the seismic response of subway station in the sand-fine mixture liquefiable site 砂细混合物可液化场地地铁车站地震响应的振动台试验
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-02-24 DOI: 10.1007/s10064-026-04795-5
Baoguo Pei, Chuanchuan Zhang, Yimei Cheng, Yifan Xiao, Hongjun He, Xiaojian Xu, Yu Miao

Most previous studies have investigated the seismic performance of subway stations in clean sands. However, naturally deposited sands are always mixed with fines, such as clay or silt. The results of laboratory tests revealed that the content of fines significantly influenced the shear modulus and cyclic liquefaction resistance ratio of the host sands. Therefore, the dynamic response and damage mechanism of the subway stations at sand-fines mixture sites deserve more attention. In this study, a series of shaking table tests were conducted to investigate the dynamic response of the subway station structure in the sand-fines mixture liquefiable sites. Different seismic motions with various intensities were applied in the shaking table tests, which represented different spectral characteristics and Arias intensities. The test results reveal that the acceleration response of a soil-structure system is sensitive to the frequency contents between 1 and 5 Hz of the input ground motions and that the excess pore water pressure ratio of the sand-fines mixture is dependent on the characteristics of its frequency spectrum and Arias intensity. Moreover, the subway station may float when the soil liquefies, and the weakest parts of the seismic resistance of the subway station structures are the center columns. These results provide reference data for the seismic design of subway stations at sand-fines mixture liquefiable sites.

以往的研究大多是对洁净沙中地铁车站的抗震性能进行研究。然而,自然沉积的沙子总是与粘土或淤泥等细粒混合在一起。室内试验结果表明,细粒含量对宿主砂的剪切模量和抗液化循环比有显著影响。因此,细砂混合场地下地铁车站的动力响应及损伤机理值得关注。本文通过一系列振动台试验,研究了地铁车站结构在砂粉混合物可液化场地的动力响应。振动台试验采用了不同烈度的不同地震运动,它们代表了不同的频谱特征和阿里亚斯烈度。试验结果表明,土-结构体系的加速度响应对输入地震动频率在1 ~ 5 Hz之间的敏感,砂-细粒混合物的超孔隙水压力比取决于其频谱特征和Arias强度。此外,当土壤液化时,地铁车站可能会浮起,地铁车站结构的抗震性能最弱的部分是中心柱。研究结果可为砂粉混合物液化场地的地铁车站抗震设计提供参考数据。
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Bulletin of Engineering Geology and the Environment
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