• 제목/요약/키워드: Soil water content model

검색결과 229건 처리시간 0.029초

Decision of Available Soil Depth Based on Physical and Hydraulic Properties of Soils for Landscape Vegetation in Incheon International Airport

  • Jung, Yeong-Sang;Lee, Hyun-Il;Jung, Mun-Ho;Lee, Jeong-Ho;Kim, Jeong-Tae;Yang, Jae E
    • 한국토양비료학회지
    • /
    • 제48권5호
    • /
    • pp.522-527
    • /
    • 2015
  • Decision of available soil depth based on soil physical and hydraulic properties for the $3^{rd}$ Landscape Vegetation Project in the Incheon International Airport was attempted. The soil samples were collected from the 8 sites at different depths, 0-20 and 20-60cm, for the three project fields, A, B, and C area. Physical and chemical properties including particle size distribution, organic matter content and electrical conductivity were analyzed. Hydrological properties including bulk density and water holding capacity at different water potential, -6 kPa, -10 kPa, -33 kPa, and -1500 kPa were calculated by SPAW model of Saxton and Rawls (2006), and air entry value was calculated by Campbell model (1985). Based on physical and hydrological limitation, feasibility and design criteria of soil depth for vegetation and landfill were recommended. Since the soil salinity of the soil in area A area was $19.18dS\;m^{-1}$ in top soil and $22.27dS\;m^{-1}$ in deep soil, respectively, landscape vegetation without amendment would not be possible on this area. Available soil depth required for vegetation was 2.51 m that would secure root zone water holding capacity, capillary fringe, and porosity. Available soil depth required for landscape vegetation of the B area soil was 1.51 m including capillary fringe 0.14 m and available depth for 10% porosity 1.35 m. The soils in this area were feasible for landscape vegetation. The soil in area C was feasible for bottom fill purpose only due to low water holding capacity.

물리적.개념적 연속 유출모형에 의한 유출해석 (Runoff Analysis on the Physically-Based Conceptual Time-Continuous Runoff Model)

  • 배덕효;조원철
    • 물과 미래
    • /
    • 제28권6호
    • /
    • pp.193-202
    • /
    • 1995
  • 본 연구의 목적은 하천유량에 결정적 영향을 미치는 토양수분 상태의 시간적 변화를 고려할 수 있는 강우-유출 모형을 평창강 유역에 적용하여 홍수예측 모형으로서의 가능성을 검증하는데 있다. 사용된 모형은 Sacramento 토양수분 모형과 비선형 다중저수지 형태의 유역홍수 추적 모형으로 구성된 물리적 개념에 근거를 둔 연속을 모형이다. 모형의 매개변수 추정 및 모형 검증을 위해서 각각 7년, 3년간의 일 강수량 및 증발산 자료를 이용하였다. 모형의 적용 결과, 저유량일 때에는 계산유량이 관측유량보다 다소 적게 계산되었지만, 홍수시를 포함하여 전반적으로 만족할 만한 유출계산(상관계수 0.87)을 할 수 있었다. 또한, 홍수와 가뭄과 같은 극한사상이 발생하였을 때의 강수와 토양습윤 상태가 유출에 미치는 영향을 해석하였다.

  • PDF

Water-induced changes in mechanical parameters of soil-rock mixture and their effect on talus slope stability

  • Xing, Haofeng;Liu, Liangliang;Luo, Yong
    • Geomechanics and Engineering
    • /
    • 제18권4호
    • /
    • pp.353-362
    • /
    • 2019
  • Soil-rock mixture (S-RM) is an inhomogeneous geomaterial that is widely encountered in nature. The mechanical and physical properties of S-RM are important factors contributing towards different deformation characteristics and unstable modes of the talus slope. In this paper, the equivalent substitution method was employed for the preparation of S-RM test samples, and large-scale triaxial laboratory tests were conducted to investigate their mechanical parameters by varying the water content and confining pressure. Additionally, a simplified geological model based on the finite element method was established to compare the stability of talus slopes with different strength parameters and in different excavation and support processes. The results showed that the S-RM samples exhibit slight strain softening and strain hardening under low and high water content, respectively. The water content of S-RM also had an effect on decreasing strength parameters, with the decrease in magnitude of the cohesive force and internal friction angle being mainly influenced by the low and high water content, respectively. The stability of talus slope decreased with a decrease in the cohesion force and internal friction angle, thereby creating a new shallow slip surface. Since the excavation of toe of the slope for road construction can easily cause a landslide, anti-slide piles can be used to effectively improve the slope stability, especially for shallow excavations. But the efficacy of anti-slide piles gradually decreases with increasing water content. This paper can act as a reference for the selection of strength parameters of S-RM and provide an analysis of the instability of the talus slope.

불포화 토양에서 공기의 배출/제한이 침투속도에 미치는 영향 (Effects of Air Drain and Confined Conditions to Infiltration Rate in Unsaturated Soils)

  • 김상래;기재홍;김영진;한무영
    • 상하수도학회지
    • /
    • 제22권6호
    • /
    • pp.681-687
    • /
    • 2008
  • It is well known that the water infiltration rate depends on soil properties such as soil water content, water head, capillary suction, density, hydraulic conductivity, and porosity. However, most of proposed infiltration models assume that the air phase is continuous and in equilibrium with the atmosphere or air compression and air entrapment on infiltration was not considered. This study presents experimental results on unsaturated water infiltration to relate air entrapment and hydraulic conductivity function based on soil air properties. The objectives of this study were to measure change of soil air pressure ahead of wetting front under air drain and air confined condition to find the confined air effect on infiltration rate, to reduce the entrapped air volume related with soil air pressure to increase the soil permeability, and to make a basis of infiltration process model for the purpose of improvement of infiltration rate in the homogeneous soil column. The results of the work show that soil air pressure increases according to increasement of the saturated soil depth rather than the wetting front depth during infiltration process.

딥러닝 기반 함수비 예측을 이용한 사질토 지반 침투 및 수분 재분포 분석 (Infiltration and Water Redistribution in Sandy Soil: Analysis Using Deep Learning-Based Soil Moisture Prediction)

  • 정은수;봉태호;서정일
    • 한국산림과학회지
    • /
    • 제112권4호
    • /
    • pp.490-501
    • /
    • 2023
  • 본 연구에서는 강우의 침투과정 및 수분 재분포 현상을 분석하기 위하여 실내 컬럼실험을 수행하였으며, 토층 내 함수비를 효율적으로 측정하기 위하여 딥러닝 기법 중 하나인 합성곱신경망(Convolutional Neural Network, CNN)을 사용하여 함수비 예측 모델을 구축하였다. 컬럼실험으로부터 획득된 디지털 이미지를 구축된 CNN 모델에 적용한 결과 시간에 따른 토층별 함수비를 효과적으로 측정할 수 있었으며, 토층별로 설치된 함수비 센서에 따른 함수비와도 비교적 잘 일치하는 것으로 나타났다. 결과적으로 CNN을 활용하여 토층 내 연속적인 함수비 분포를 파악하는 것이 가능하였으며, 토성 및 지반 함수비 조건에 따른 침투 과정을 효과적으로 분석할 수 있었다.

Machine learning-based analysis and prediction model on the strengthening mechanism of biopolymer-based soil treatment

  • Haejin Lee;Jaemin Lee;Seunghwa Ryu;Ilhan Chang
    • Geomechanics and Engineering
    • /
    • 제36권4호
    • /
    • pp.381-390
    • /
    • 2024
  • The introduction of bio-based materials has been recommended in the geotechnical engineering field to reduce environmental pollutants such as heavy metals and greenhouse gases. However, bio-treated soil methods face limitations in field application due to short research periods and insufficient verification of engineering performance, especially when compared to conventional materials like cement. Therefore, this study aimed to develop a machine learning model for predicting the unconfined compressive strength, a representative soil property, of biopolymer-based soil treatment (BPST). Four machine learning algorithms were compared to determine a suitable model, including linear regression (LR), support vector regression (SVR), random forest (RF), and neural network (NN). Except for LR, the SVR, RF, and NN algorithms exhibited high predictive performance with an R2 value of 0.98 or higher. The permutation feature importance technique was used to identify the main factors affecting the strength enhancement of BPST. The results indicated that the unconfined compressive strength of BPST is affected by mean particle size, followed by biopolymer content and water content. With a reliable prediction model, the proposed model can present guidelines prior to laboratory testing and field application, thereby saving a significant amount of time and money.

Predicting soil-water characteristic curves of expansive soils relying on correlations

  • Ahmed M. Al-Mahbashi;Muawia Dafalla;Mosleh Al-Shamrani
    • Geomechanics and Engineering
    • /
    • 재33권6호
    • /
    • pp.625-633
    • /
    • 2023
  • The volume changes associated with moisture or suction variation in expansive soils are of geotechnical and geoenvironmental design concern. These changes can impact the performance of infrastructure projects and lightweight structures. Assessment of unsaturated function for these materials leads to better interpretation and understanding, as well as providing accurate and economic design. In this study, expansive soils from different regions of Saudi Arabia were studied for their basic properties including gradation, plasticity and shrinkage, swelling, and consolidation characteristics. The unsaturated soil functions of saturated water content, air-entry values, and residual states were determined by conducting the tests for the entire soil water characteristic curves (SWCC) using different techniques. An attempt has been made to provide a prediction model for unsaturated properties based on the basic properties of these soils. Once the profile of SWCC has been predicted the time and cost for many tests can be saved. These predictions can be utilized in practice for the application of unsaturated soil mechanics on geotechnical and geoenvironmental projects.

TDR(Time Domain Reflectometry)에 의한 사력토(Sandy-Gravelly Soil)의 함수량 측정 (Measurement do Water Content in Sandy-Gravelly Soils using Time Domain Reflectometry)

  • 김동주;김정석
    • 한국수자원학회논문집
    • /
    • 제32권3호
    • /
    • pp.215-223
    • /
    • 1999
  • 최근, 국내외에서 TDR(Time Domain Reflectometry)기법을 이용한 토양 함수량 측정이 유용한 기술로써 받아들여져 오고 있다. Topp 등, (1980)에 의하여 최초로 제안된 경험식이 TDR에 의해 측정된 유전상수로부터 토양 함수량을 결정하는 데에 폭넓게 적용되어져 왔다. 그러나, 이 방법의 적용범위는 중간 입자 조성의 토양(Medium-testured soils)에 한해서 제한되어져 왔다. 본 연구에서는 Topp 모델이 사력토(Sandy-gravelly soils)에서도 적용가능한 지를 알아보고자 한다. 검정실험은 토양시료내에 설치된 2선 TDR 탐침을 따라 전송되는 광전자파의 전송시간 측정과 중력법에 따른 토양 함수량 결정의 두 부분으로 구성되었다. 실험에 사용된 토양시료는 2개의 다른 TDR 탐침길이에 대하여 중복시료로서 각 시료당 자갈의 질량 퍼센티지가 다른 7개의 입도 분포로 구성되었다. 계산 결과 Topp이 제안한 식은 주어진 유전상수에 대하여 3내지 8%정도 함수량을 과대 추정하고 있음을 알 수 있었으며, 본 연구에서 사력토에 대한 새로운 경험식을 제안하였다.

  • PDF

DEM 모델을 이용한 평판재하시험의 토양 수직응력 해석 (Soil Stress Analysis Using Discrete Element Method for Plate-Sinkage Tests)

  • 장기찬;이수진;이규진
    • 한국CDE학회논문집
    • /
    • 제20권3호
    • /
    • pp.230-237
    • /
    • 2015
  • Soil deformation on the off-load ground is significantly affected by soil conditions, such as soil type, water content, and etc. Thus, the soil characteristics should be estimated for predicting vehicle movements on the off-load conditions. The plate-sinkage test, a widely-used experimental test for predicting the wheel-soil interaction, provides the soil characteristic parameters from the relationship between soil stress and plate sinkage. In this study, soil stress under the plate-sinkage situation is calculated by the DEM (Discrete Element Method) model. We developed a virtual soil bin with DEM to obtain the vertical reaction forces under the plate pressing the soil surface. Also parametric studies to investigate effects of DEM model parameters, such as, particle density, Young's modulus, dynamic friction, rolling friction, and adhesion, on the characteristic soil parameters were performed.

모형실험에 의한 보강 점성토체의 장기적 거동 분석(지반공학) (Analysis on Long-Term Behavior of Reinforced Clayey Soil by Model Test)

  • 이상호;김철영;장병욱
    • 한국농공학회:학술대회논문집
    • /
    • 한국농공학회 2000년도 학술발표회 발표논문집
    • /
    • pp.471-476
    • /
    • 2000
  • Long-term behavior of reinforced clayey soil by model tests were performed to investigate the effect of reinforcement during loads and under static loads. In order to determine proper contents by weight of monofilament polypropylene fiber and calcium carbonate, the drying shrinkage and compressive strength tests had been conducted before model tests. Model tests were run on a clayey soil mixed with or without reinforcement and test specimen in test apparatus was placed in air dry for 7days before load application. In the case of fiber reinforced soil, the horizontal strain was lower than others during loads because the presence of fibers increased the soil's resistance to deformation. All of reinforced clayey soil, horizontal strain decreased as the water content decrease under static loads.

  • PDF