• Title/Summary/Keyword: Soil slope analysis

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Machine-Learning Evaluation of Factors Influencing Landslides (머신러닝기법을 이용한 산사태 발생인자의 영향도 분석)

  • Park, Seong-Yong;Moon, Seong-Woo;Choi, Jaewan;Seo, Yong-Seok
    • The Journal of Engineering Geology
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    • v.31 no.4
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    • pp.701-718
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    • 2021
  • Geological field surveys and a series of laboratory tests were conducted to obtain data related to landslides in Sancheok-myeon, Chungju-si, Chungcheongbuk-do, South Korea where many landslides occurred in the summer of 2020. The magnitudes of various factors' influence on landslide occurrence were evaluated using logistic regression analysis and an artificial neural network. Undisturbed specimens were sampled according to landslide occurrence, and dynamic cone penetration testing measured the depth of the soil layer during geological field surveys. Laboratory tests were performed following the standards of ASTM International. To solve the problem of multicollinearity, the variation inflation factor was calculated for all factors related to landslides, and then nine factors (shear strength, lithology, saturated water content, specific gravity, hydraulic conductivity, USCS, slope angle, and elevation) were determined as influential factors for consideration by machine learning techniques. Minimum-maximum normalization compared factors directly with each other. Logistic regression analysis identified soil depth, slope angle, saturated water content, and shear strength as having the greatest influence (in that order) on the occurrence of landslides. Artificial neural network analysis ranked factors by greatest influence in the order of slope angle, soil depth, saturated water content, and shear strength. Arithmetically averaging the effectiveness of both analyses found slope angle, soil depth, saturated water content, and shear strength as the top four factors. The sum of their effectiveness was ~70%.

Soil-Reinforcement Interaction to Restrain Differential Settlement of Buried Pipeline (지반-보강재 상호작용에 의한 매설관의 부등침하 억제효과)

  • 손준익;정하익
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 1991.04a
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    • pp.29-33
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    • 1991
  • This paper reports the application study of the ground reinforement under a buried pipeline subjected to differential settlement via a finite element modelling. The Soil-reinforrement interaction helps to mimimize the differential settlement between the adjoining pipe segments. The settlement pattern and deformation slope of a pipeline have been evaluated for a boundary condition at the joint between a rigid structure and apipeline. The analysis results are compared for both non-reinforied and reinforced cases to measure the effectiveness of the soil reinforcement for restraining the settlement of the pipeline.

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Effect of domestic sewage on macro-micro physical and mechanical properties of soil

  • Zhi-Fei Li;Wei Liu;Yu-Ao Li;Yi Li;Shu-Chang Zhang;Yin-Lei Sun
    • Structural Monitoring and Maintenance
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    • v.11 no.3
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    • pp.247-262
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    • 2024
  • Domestic sewage can greatly affect the macro-micro physical-mechanical properties of building foundation soils. In order to investigate the effect of domestic sewage on physical and mechanical properties of soils, the physicochemical properties of three groups of different concentrations of domestic sewage contaminated soil were tested through indoor experiments. Combined with scanning electron microscopy, X-ray diffraction experiments, and grey relational analysis, the degree of influence of different concentrations of domestic sewage on the physicochemical properties of soil was compared and analyzed from multiple perspectives such as microstructure and mineral composition, revealing the influencing mechanism of soil pollution by domestic sewage. The results showed that under the immersion of contaminated water, the color of the soaking water turned black first and then yellow, and brownish yellow secretions appeared on the surface of the soil samples. The moisture content, specific gravity, density, and pore ratio index of the soil samples immersed in 50% and 100% domestic sewage decreased with the increase of sewage concentration, while the liquid limit of the soil samples changed in the opposite direction. The immersion time had little effect on the slope of the compression curve of the soil samples soaked in tap water. For the soil samples immersed in domestic sewage, the slope of the compression curve and the compression coefficient increased with the increase of domestic sewage concentration and immersion time, while the compression modulus showed the opposite trend. In the soil samples immersed in tap water, there were a large number of small particles and cementitious substances, and the structure was relatively dense. With the increase of domestic sewage concentration, the microstructure of the soil changed significantly, with the appearance of sigle particle structure, loose and disorderly arrangement of particles, increased and enlarged pores, gradual reduction of small particle substances and cementitious substances, and the soil structure transformed from compact to loose. The research findings can provide theoretical reference for contaminated geotechnical engineering.

A Basic Study for Design and Analysis of the Green Wall System (Green Wall 시스템의 설계 및 해석을 위한 기초연구)

  • Park, Si-Sam;Kim, Jong-Min;Kim, Hong-Taek
    • Proceedings of the Korean Geotechical Society Conference
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    • 2005.10a
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    • pp.681-688
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    • 2005
  • The Green Wall is the highest eco-system among a segmental retaining wall systems. Recently, the demand of high segmental retaining wall (SRW) is increased in domestic. The soil nailing system is applied in order to maintain the high SRW stability for steeper slope. However, the proper design approach that can consider the earth pressure reduction effects in soil nailing system has not been proposed. Hence, the purpose of this study was to provide the design and analysis technique of the segmental retaining wall reinforced by soil nailing. Also, in this study, various parametric studies using numerical method as shear strength reduction (SSR) technique were carried out. In the parametric study, the length ratio and the bond ratio of the soil nailing were changed to identify the earth pressure reduction effect of the retaining wall reinforced by soil nailing.

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Stability Analysis of Unsaturated Weathered Soil Slopes Considering Rainfall Duration (지속강우특성에 따른 불포화 풍화토사면의 안정성분석)

  • Jeong, Sang-Seom;Choi, Jae-Young;Lee, Jae-Hwan
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.29 no.1C
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    • pp.1-9
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    • 2009
  • In this study, the influence of wetting band depth by continuous rainfall and the magnitude of wetting front suction on the stability of slopes in weathered soils were investigated by using finite element programs SEEP/W and SLOPE/W. Three different intensities of rainfall (10mm/hr, 30mm/hr, 50mm/hr) were chosen, and the total duration of rainfall was 96 hours. Three infinite slopes with the inclination of 1:1.5 and 1:1.8, 1:2.0 were considered and the typical properties and the shear strength parameters of the weathered soil were applied. It is shown that rainfall duration plays an important role in slope stability. Based on the analytical results, it is found that as the rainfall duration increases, the wetting band depth also increases. Also, the increasing rate of the wetting band depth was decreased as the soil density was increased. These results come from the decrease of the coefficient of permeability and the increase of the soil suction. Finally, it is also shown that the safety factors of slopes by unsaturated analysis are mostly larger than those by saturated analysis. Therefore, commonly used saturated analysis may substantially underestimate the degree of safety factor in realistic situations.

Analysis of Response Characteristics According to Permanent Displacement in Seismic Slope (지진시 비탈면의 영구변위 발생에 따른 응답특성 분석)

  • Ahn, Jae-Kwang;Park, Sangki;Kim, Wooseok;Son, Su-Won
    • Journal of the Korean Geotechnical Society
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    • v.35 no.12
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    • pp.135-145
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    • 2019
  • The slope collapse can be classified into internal and external factors. Internal factors are engineering factors inherent in the formation of slopes such as soil depth, slope angle, shear strength of soil, and external factors are external loading such as earthquakes. The external factor for earthquake can be expressed by various values such as peak ground acceleration (PGA), peak ground velocity (PGV), Arias coefficient (I), natural period (Tp), and spectral acceleration (SaT=1.0). Specially, PGA is the most typical value that defines the magnitude of the ground motion of an earthquake. However, it is not enough to consider the displacement in the slope which depends on the duration of the earthquake even if the vibration has the same peak ground acceleration. In this study, numerical analysis of two-dimensional plane strain conditions was performed on engineered block, and slope responses due to seismic motion of scaling PGA to 0.2 g various event scenarios was analyzed. As a result, the response of slope is different depending on the presence or absence of sliding block; it is shown that slope response depend on the seismic wave triggering sliding block than the input motion factors.

Slope Stability Assessment on a Landslide Risk Area in Ulsan During Rainfall (울산 산사태 위험지역의 강우 침투 안정성 평가)

  • Kim, Jinwook;Shin, Hosung
    • Journal of the Korean Geotechnical Society
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    • v.32 no.6
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    • pp.27-40
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    • 2016
  • Conventional warning criteria for landslides due to rainfall in broad regions have limitations, because they did not have proper reflection of topography, forest physiognomy, and unsaturated soil properties, et al. This study suggested a new stability model for unsaturated slope analyses during rainfall, considering rainfall pattern, geomorphological characteristics (slope angle, soil depth), engineering properties of unsaturated soils, and tree surcharge and root reinforcement. Stability analysis not considering root reinforcement and tree surcharge tends to over-predict a factor of safety in unsaturated slopes. Developed slope stability model was used to build database on the factor of safety in unsaturated slopes during rainfall, and it was integrated with GIS to do quantitative risk analysis in landslide risk areas specified in Ulju. Landslide risk areas were located at downstream of the point with sudden drop in safety factor, as well as at regions with low safety factor during rainfall.

Effects of Forest Environmental Factors and Forest Road Structures on the Stability of Forest Road in Granite Areas (화강암지역의 산림환경 및 도로구조인자가 임도의 안정성에 미치는 영향)

  • Yim, Byung-Jun;Ma, Ho-Seop
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.2 no.3
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    • pp.83-92
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    • 1999
  • To investigate the influence of forest road characteristics and site conditions on the stability of forest-road in granite area, four forest roads had been selected in Kyongbuk regions. The total of 13 road characteristic variables were evaluated by the discriminant analysis. The factors influencing the stability of forest road were bed rock, slope length, coverage, hardness, side-ditch erosion and road width. But aspect and soil texture were not significant for the stability in this area. In the correlation between forest environment and road structure, hardness and bed rock was highly significant in stability group, and coverage and side-ditch erosion was highly significant in instability group. 75 of 175 segments were instable whereas the others were stable. The centroids value by discriminant function in the stability and instability were estimated to 3.0585 and -1.9116, respectively. The stability criterion of forest road was discriminated from the centroids value of the each group. The main factors contributing the stability of forest road were significant in order of side-ditch erosion, coverage, soil texture, elevation, gradient, slope length and construction year. The prediction rate of discriminant function for stability evaluation of forest road was as high as 97.44%. In conclusion, the forest road structure factors such as length, coverage and slope gradient were controlled by construction techniques. If the factors like those should be considered in design, construction and forest road management, the stability of forest road may increase more. And also, it is necessary to take slope protection measures like small terraces and retaining walls for stability of cut slope.

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Stability Analysis of Large Slope Based on In-Situ Monitoring and Numerical Analysis (대절토사면의 현장계측 및 수치해석을 통한 사면 안정성 분석 사례)

  • Kim, Byung-Chul;Hwang, Ji-Hoon;Won, Ji-Hyun;Choi, Mun-Kyu;Kwon, Oh-Sung;Song, Chi-Yong
    • Proceedings of the Korean Geotechical Society Conference
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    • 2005.10a
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    • pp.629-638
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    • 2005
  • 본 연구대상 사면은 연장이 300m이고 최대 사면높이가 80m에 달하는 대절토 사면으로 서 총 11 소단으로 이루어져 있으며, 전 사면에 걸쳐 Soil Nail 공법으로 보강이 되어있다. 사면 상단부에 설치된 2개의 경사계를 이용하여 주기적으로 사면의 수평방향 변위 계측을 실시하던 중, 사면 하부의 소단 굴착과정에서 상대적으로 급격한 사변경사 방향의 수평변위가 발생한 것을 확인하였다. 본 연구에서는 사면의 수평방향 변위 계측결과 분석 및 대상 사면에 대한 수치해석을 통하여 사면의 안정성 여부를 판단하고자 하였으며, 굴착단계별 수평방향 변위량 및 변위 양상을 분석함으로써 급격히 증가한 변위의 원인을 파악하였다. 수치해석을 통해 나타난 사면 굴착 단계에 따른 사면 토체의 소성영역을 도시한 결과, 사면 전체에 걸쳐 대규모 파괴면이 나타났으며 파괴활동면이 Soil Nail 로 보강된 영역의 바깥쪽에 위치하여 사면 안정성 확보를 위한 대책방안이 수립되어야 할 것으로 판단되었다. 또한 보다 자세한 원인 규명을 위한 확인 시추조사를 실시하여 하부 지층 특성을 파악하였으며, 하부에 풍화가 심하고 절리 및 균열이 심한 파쇄구간이 분포하고 있음이 확인되었다. 연구 대상 사면의 변위 계측 결과, 수치해석 결과, 확인 시추 조사 결과 및 예상되는 사면 활동의 규모 등을 고려할 때 사변의 안정성 확보를 위한 대책방안이 수립되어야 하며, 본 사면은 억지말뚝과 Ahchor 공법 적용이 가장 적절할 것으로 판단되었다.

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The Distribution Characteristics Analysis of Block Stream and Talus Landform by Using GIS-based Likelihood Ratio in the Honam Region (GIS 기반 우도비를 이용한 호남지역 암괴류와 애추지형의 분포 특성 분석)

  • JANG, Dong-Ho;Kim, ChanSoo
    • Journal of The Geomorphological Association of Korea
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    • v.25 no.2
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    • pp.1-14
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    • 2018
  • The main objective of this paper is to classify properties of the locational environment for each debris type by calculating likelihood ratio based on the correlation between the distributions for each type of debris landform. A total of 8 thematic maps, like as elevation, slope, aspect, curvature, topographic wetness index (TWI), soil drainage, geology, and landcover including with GIS spatial information generally used in this type of debris landform analysis. The results of this study showed that the block stream had a high likelihood ratio compared to talus in areas with relatively high elevation; and concerning slope, the block stream had a high likelihood ratio in a relatively low region than talus. Concerning aspect, a clear correlation could not be analyzed for each debristype, and concerning curvature, the block stream displayed a developed slope on the more concave valley than the talus. Analysis concerning TWI, the block stream displayed a higher likelihood ratio in wider sections than talus, and concerning soil drainage, the talus and block stream both displayed a high likelihood ratio in regions with well-drained soil. The talus displayed a high likelihood ratio in the order of metamorphic rocks, sedimentary rocks, and granite, while the block stream displayed a high likelihood ratio in the order of volcanic rocks, granite, and sedimentary rocks. In addition, concerning landcover, the likelihood ratio had the most concentrated distributed compared to natural bare land only concerning talus. Based on the likelihood ratio result, it can be used as basic data for extracting the possible areas of distribution for each debris type through the GIS spatial integration method.