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The Unsaturated Hydraulic Parameters for Aeolian Sand 被引量:1
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作者 程东会 王文科 +1 位作者 李威 王会 《Agricultural Science & Technology》 CAS 2010年第2期1-3,共3页
The water characteristic curve for aeolian sand in two processes of wetting and drying was obtained by the negative water column technique.The values of fitting parameters were calculated according to Van Genuchten fo... The water characteristic curve for aeolian sand in two processes of wetting and drying was obtained by the negative water column technique.The values of fitting parameters were calculated according to Van Genuchten formula and the parameters that characterized the prosperities of aeolian sand such as the unsaturated infiltration coefficient and specific water capacity were obtained.The results showed that the water characteristic curve for aeolian sand in wetting process had greater hysteresis quality than ... 展开更多
关键词 Negative water column technique Soil-wafer characteristic curve Wetting and drying Unsaturated infiltration coefficient Specific water capacity Aeolian sand
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Research on prediction of soil suction in expansive soil
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作者 缪林昌 于昕 《Journal of Southeast University(English Edition)》 EI CAS 2004年第3期364-368,共5页
Soil-water characteristic curves of expansive clay are usually measured in the laboratory, but soil suction in the field is extremely difficult and time consuming. The method of artificial neural network (ANN) is adop... Soil-water characteristic curves of expansive clay are usually measured in the laboratory, but soil suction in the field is extremely difficult and time consuming. The method of artificial neural network (ANN) is adopted to predict soil suction in the field by using measured water contents. This is done by training the network using laboratory measured soil-water characteristics. Prediction soil suction using the ANN with some limited in-situ measured water contents is compared with actual suction measurements in the field. Prediction results are discussed. 展开更多
关键词 Forecasting Neural networks Pore size SOILS WATER
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Design and Application of Automatic Test System of Soil Water Characteristic Curve
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作者 唐玉邦 徐磊 +3 位作者 虞利俊 裴勤 王恒义 黄万喜 《Agricultural Science & Technology》 CAS 2014年第11期2026-2029,共4页
[Objective] In order to better meet the requirement of crops on a more and more accurate water content under various planting environment of modern agri-culture, an automatic test system of soil water characteristic c... [Objective] In order to better meet the requirement of crops on a more and more accurate water content under various planting environment of modern agri-culture, an automatic test system of soil water characteristic curve was designed by combining the conceptions of soil moisture content and soil water potential. [Method] Electronic soil moisture tension meter was used to determine the real-time tension value of soil moisture in the tested container, and the electronic Weigh sensor was used to determine soil Weigh. Minusing method was used to calculate soil moisture content, based on which the soil water characteristic curve was plotted. [Result] Through the filed survey of 2 different kinds of soil in Jiangsu Province, the results were as fol ows: soil of different composition showed different trend in soil water characteristic curve that the soil water characteristic relation of the sandy soil in the old course of the Yel ow River in Xuzhou was Y=-0.000 2X3+0.027 7X2-1.644 5X+38.161, R2=0.991 9; while the soil water characteristic relation of the saline-alkali soil in Jinhai Farm of Dafeng was Y=-0.00 2X2-0.426X+39.905, R2=0.991 3. [Con-clusion] The automatic test system of soil water characteristic curve soil water char-acteristics curve could reflect soil moisture content and soil water potential, as wel as reflect the effectiveness of soil water to plant growth, providing basis for the sci-entific irrigation. 展开更多
关键词 Soil water characteristics curve Water tension meter Automatic detec-tion Wireless charging
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岭南地区河网密布带路基湿度调整系数预估方法研究
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作者 李俊 《交通科技与管理》 2021年第36期165-166,共2页
探讨了路基湿度状态的变迁、影响因素及路基设计、施工、运营阶段的关系,通过非饱和土力学理论阐述了基质吸力对于路基湿度的影响,利用土的三项指标推导了饱和度与体积含水率的关系,基于模型 进一步建立了饱和度和基质吸力的特征曲线。... 探讨了路基湿度状态的变迁、影响因素及路基设计、施工、运营阶段的关系,通过非饱和土力学理论阐述了基质吸力对于路基湿度的影响,利用土的三项指标推导了饱和度与体积含水率的关系,基于模型 进一步建立了饱和度和基质吸力的特征曲线。根据岭南地区特点提出了湿度调整系数的近似计算方法。研究表明,岭南地区河网密布带路基在运营期的平衡湿度状态多为受地下水控制的潮湿状态,路基土类和地下水埋深是重要影响因素,采用经过饱和度换算的水-土特征曲线计算的路基湿度调整系数相比于规范查表法偏大,对设计的回弹模量值偏严格。 展开更多
关键词 河网密布带 湿度调整系数 水—土特征曲线 饱和度 回弹模量
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Prediction of soil–water characteristic curve for Malan loess in Loess Plateau of China 被引量:11
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作者 LI Ping LI Tong-lu 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第2期432-447,共16页
To predict the soil-water characteristic curve(i.e.SWCC)of natural and remoulded Malan loess from soil physical properties,one-point methods for determining the SWCC that are much simpler than experimental methods are... To predict the soil-water characteristic curve(i.e.SWCC)of natural and remoulded Malan loess from soil physical properties,one-point methods for determining the SWCC that are much simpler than experimental methods are proposed.The predicted SWCC is presented in the form of the BRUTSAERT equation,in which the four model parameters can be estimated from soil physical properties using the best correlations obtained in the present study along with one measured data point.The proposed one-point methods are validated using the measured SWCC data reported in the literature.The results of validation studies suggest that the proposed one-point methods can provide reasonable prediction of the SWCC for natural and remoulded Malan loess.The measured data point should be within the transition zone;the measured suction is suggested between25to100kPa for natural loess,while between100to500kPa for remoulded loess. 展开更多
关键词 soil–water characteristic curve Malan loess natural loess remoulded loess one-point method physical properties
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Estimating van Genuchten Model Parameters of Undisturbed Soils Using an Integral Method 被引量:16
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作者 HAN Xiang-Wei SHAO Ming-An R. HORTON 《Pedosphere》 SCIE CAS CSCD 2010年第1期55-62,共8页
The van Genuchten model is the most widely used soil water retention curve (SWRC) model. Two undisturbed soils (clay and loam) were used to evaluate the accuracy of the integral method to estimate van Genuchten mo... The van Genuchten model is the most widely used soil water retention curve (SWRC) model. Two undisturbed soils (clay and loam) were used to evaluate the accuracy of the integral method to estimate van Genuchten model parameters and to determine SWRCs of undisturbed soils. SWRCs calculated by the integral method were compared with those measured by a high speed centrifuge technique. The accuracy of the calculated results was evaluated graphically, as well as by root mean square error (RMSE), normalized root mean square error (NRMSE) and Willmott's index of agreement (1). The results obtained from the integral method were quite similar to those by the centrifuge technique. The RMSEs (4.61 ×10^-5 for Eum-Orthic Anthrosol and 2.74 × 10^-4 for Los-Orthic Entisol) and NRMSEs (1.56 × 10^-4 for Eum- Orthic Anthrosol and 1.45 ×10^-3 for Los-Orthic Entisol) were relatively small. The 1 values were 0.973 and 0.943 for Eum-Orthic Anthrosol and Los-Orthic Entisol, respectively, indicating a good agreement between the integral method values and the centrifuge values. Therefore, the integral method could be used to estimate SWRCs of undisturbed clay and loam soils. 展开更多
关键词 horizontal infiltration normalized root mean square error (NRMSE) root mean square error (RMSE) water retention. Willmott's index
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Soil−water characteristics of weathered crust elution-deposited rare earth ores 被引量:3
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作者 Zhong-qun GUO Jian-rong ZHOU +3 位作者 Ke-fan ZHOU Jie-fang JIN Xiao-jun WANG Kui ZHAO 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2021年第5期1452-1464,共13页
The permeability of the weathered crust elution-deposited rare earth ores directly affects the efficiency of in-situ leaching.The soil−water characteristic curve(SWCC)is an important constitutive relation for calculat... The permeability of the weathered crust elution-deposited rare earth ores directly affects the efficiency of in-situ leaching.The soil−water characteristic curve(SWCC)is an important constitutive relation for calculating the permeability of ore body,which is related to many factors.Soil−water characteristic tests of rare earth ore samples considering different factors were carried out by using the pressure plate instrument.Effects of dry density,particle size and solution leaching on water holding behavior and the mechanism were investigated.The experimental observations indicate that with the decrease of dry density,the pore ratio increases gradually,and the saturated water content increases.Under the same matric suction,the water content decreases gradually with the increase of particle size,thus decreasing water holding capacity of ore accordingly.In the same water content,matric suction is inversely proportional to particle size.Under the same matric suction,the water content of ore samples after leaching is less than that of the ore samples before leaching,indicating that solution leaching can decrease water holding capacity of ore. 展开更多
关键词 weathered crust elution-deposited rare earth ore dry density particle size solution leaching soil-water characteristic curve
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Forming condition of transient saturated zone and its distribution in residual slope under rainfall conditions 被引量:15
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作者 曾铃 卞汉兵 +1 位作者 史振宁 何忠明 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第8期1866-1880,共15页
Rainfall, as one of the most significant factors triggering the residual soil slope failure, leads to not only the reduction of soil shear strength, but also the increase of soil weight and the decrease of matric suct... Rainfall, as one of the most significant factors triggering the residual soil slope failure, leads to not only the reduction of soil shear strength, but also the increase of soil weight and the decrease of matric suction as well. All these modifications in soil properties have important influence on the slope stability. The water infiltration and redistribution inside the slope are the preconditions of the slope stability under rainfall conditions. Based on the numerical simulation via finite element method, the water infiltration process under rainfall conditions was studied in the present work. The emphases are the formation, distribution and dissipation of transient saturated zone. As for the calculation parameters, the SWCC and the saturated permeability have been determined by pressure plate test and variable head test respectively. The entire process(formation, development, dissipation) of the transient saturated zone was studied in detail. The variations of volumetric water content, matric suction and hydraulic gradient inside the slope, and the eventually raise of groundwater table were characterized and discussed, too. The results show that the major cause of the formation of transient saturated zone is ascribed to the fact that the exudation velocity of rainwater on the wetting front is less than the infiltration velocity of rainfall; as a result, the water content of the soil increases. On the other hand, the formation and extension of transient saturated zone have a close relationship with rainfall intensity and duration. The results can help the geotechnical engineers for the deeper understanding of the failure of residual slope under rainfall condition. It is also suggested that the proper drainage system in the slope may be the cost-effective slope failure mitigation method. 展开更多
关键词 slope stability residual soil slope rainfall infiltration numerical simulation transient saturated zone
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In-Situ Evaluation of Evaporation in Layered Soils (Tukulu, Sepane and Swartland)
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作者 Sabelo Sicelo Wesley Mavimbela Leon Daniel van Rensburg 《Journal of Agricultural Science and Technology(A)》 2012年第5期577-590,共14页
Knowledge about the influence of soil layers on evaporation is essential for the optimization of infield rainwater harvesting (IRWH) in the semi-arid areas of the Free State province of South Africa. Among the soils... Knowledge about the influence of soil layers on evaporation is essential for the optimization of infield rainwater harvesting (IRWH) in the semi-arid areas of the Free State province of South Africa. Among the soils earmarked for 1RWH development include the Tukulu, Sepane and Swartland soil types that have contrasting soil layers. These soils have to capture and store rainwater within the soil profile layers away from the evaporation zone. To determine how the three soils release and deliver soil water at the evaporating site, a 21-day evaporation experiment was conducted on pre-drained monoliths. Instantaneous soil water content (SWC) from in-situ and soil water characteristic curve (SWCC) from laboratory was measured. Separate soil samples of 15 mm thickness were also evaporated under the same conditions to establish the extent of drying and hydraulic gradient at the soil surface. The Darcian evaporative flux and unsaturated hydraulic conductivity (K-coefficient) were also determined. At the surface suctions of magnitude greater than 1,500 kPa were observed from all monoliths. Total contributions to evaporation from the Tukulu, Sepane and Swartland were 43, 51 and 70 mm, respectively. The low contributions were explained by the presence of the prismacutanic C-horizon in the Tukulu and Sepane at respective depths of 600 and 700 mm. This layer was associated with the steepest suction gradient that restrained further upward fluxes by subsequent lowering for the K-coefficient with more than two orders of magnitudes within a narrow range of SWC. However, the presence of the pedocutanic B-horizon at depths of 300 mm undermined this restrictive function through the appreciable capillary activity demonstrated by clays at near evaporating surfaces. The shallowness and deficiency in structure of the Swartland was consistent with the high contribution to evaporation that gave this soil a dry soil water regime. It was therefore concluded that the Tukulu offered soil profile layers that could reasonably satisfy the soil water conservation requirements for IRWH. 展开更多
关键词 Soil water soil layers EVAPORATION soil hydraulic characteristics.
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Influence of Dry Density on Soil-Water Retention Curve of Unsaturated Soils and Its Mechanism Based on Mercury Intrusion Porosimetry
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作者 李博 陈宇龙 《Transactions of Tianjin University》 EI CAS 2016年第3期268-272,共5页
The soil-water retention curve(SWRC)can be used to evaluate the ability of unsaturated soils to attract water at various water contents and suctions. In this study, drying SWRCs for a kind of sandy soil were obtained ... The soil-water retention curve(SWRC)can be used to evaluate the ability of unsaturated soils to attract water at various water contents and suctions. In this study, drying SWRCs for a kind of sandy soil were obtained in the laboratory by using self-modified SWRC apparatus. In addition, the porosity and the pore size distribution of the samples were investigated by a mercury porosimetry test in order to analyze the effect of dry density. Results showed that the soil-water retention of the soil specimens was strongly dependent on the dry density. Under zero suction, soil specimens with a higher dry density exhibited lower initial volumetric water content. The higher the dry density of soil, the more slowly the volumetric water content decreased with the increase of suction. There was a general and consistent trend for a soil specimen to possess a larger air-entry value and residual suction, while smaller slope of SWRC when it had a higher density. This was probably attributed to the presence of smaller interconnected pores in the soil specimen with a higher dry density. The proportion of large diameter pores decreased in comparison to pores with small diameters in the soil tested. The measured total pore volume of the soil specimen, which had a larger dry density, was lower than that of the relatively loose specimens. 展开更多
关键词 soil-water retention curve dry density mercury intrusion porosimetry unsaturated soil
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Effects of Grazing Intensity on Soil Water Regime and Flux in Inner Mongolia Grassland,China 被引量:23
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作者 GAN Lei PENG Xin-Hua +1 位作者 S.PETH R.HORN 《Pedosphere》 SCIE CAS CSCD 2012年第2期165-177,共13页
In the past few decades, the increase in grazing intensity has led to soil degradation and desertification in Inner Mongolia grassland, China, due to population growth and shift in the socio-economic system. Two sites... In the past few decades, the increase in grazing intensity has led to soil degradation and desertification in Inner Mongolia grassland, China, due to population growth and shift in the socio-economic system. Two sites with different grazing intensities, continuous grazing site (CG) with 1.2 sheep ha-1 year-1 and heavy grazing site (HG) with 2.0 sheep ha-1 year-1, were investigated at the Inner Mongolia Grassland Ecosystem Research Station (43° 37′ 50″ N, 116° 42′ 18″ E) situated in the northern China to i) characterize the temporal distribution of soil water content along soil profile; and ii) quantify the water fluxes as affected by grazing intensity. Soil water content was monitored by time domain refiectometry (TDR) probes. Soil water retention curves were determined by pressure membrane extractor, furthermore processed by RETC (RETention Curve) software. Soil matric potential, plant available water and water flux were calculated using these data. Both sites showed an identical seasonal soil water dynamics within four defined hydraulic periods: i) wetting transition coincided with a dramatic water increase due to snow and frozen soil thawing from March to April; 2) wet summer, rainfall in accordance with plant growth from May to September; 3) drying transition, a decrease of soil water from October to November due to rainfall limit; and 4) dry winter, freezing from December to next February. Heavy grazing largely reduced soil water content by 43%-48% and plant available water by 46%-61% as compared to the CG site. During growing season net water flux was nearly similar between HG (242 mm) and CG (223 mm) sites between 5 and 20 cm depths. However, between 20 and 40 cm depths, the upward flux was more pronounced at HG site than at CG site, indicating that water was depleted by root uptake at HG site but stored at CG site. In semi-arid grassland ecosystem, grazing intensity can affect soil water regime and flux, particularly in the growing season. 展开更多
关键词 heavy grazing plant available water semi-arid grassland soil matric potential soil water content
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Study of Soil-Water Characteristic Curve Using Microscopic Spherical Particle Model 被引量:22
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作者 YANG Song LU Ting-Hao 《Pedosphere》 SCIE CAS CSCD 2012年第1期103-111,共9页
When variations occur in the water content or dry bulk density of soil,the contact angle hysteresis will affect the soil-water characteristic curve(SWCC).The occurrence of the contact angle hysteresis can be divided i... When variations occur in the water content or dry bulk density of soil,the contact angle hysteresis will affect the soil-water characteristic curve(SWCC).The occurrence of the contact angle hysteresis can be divided into slipping and pinning.It is difficult to determine the effect of pinning existence on SWCC by tests.In this study,the effect of contact angle hysteresis on SWCC was analyzed either in the case of no variations in soil dry bulk density with changes in soil water content or no variations in soil water content with changes in soil dry bulk density.In both cases,soil particles were simplified to the spherical particle model.Based on the geometrically mechanic relationship between the particles and connecting liquid bridges,a physical model for predicting the SWCC was derived from the spherical particle model.Adjusting parameters made the model applicable to various soils,that is,the cohesive soil was considered as micron-sized spherical particles.Through the simulations on SWCC test data of sand,silt,clay,and swelling soil,it was confirmed that the physical model possessed good reliability and practicability.Finally,the analysis of rationality of contact angle was performed based on the basic assumptions of the model. 展开更多
关键词 connecting liquid bridge contact angle hysteresis dry bulk density physical model
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Predicting Soil Moisture Characteristic Curves from Continuous Particle-Size Distribution Data 被引量:17
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作者 M.H.MOHAMMADI F.MESKINI-VISHKAEE 《Pedosphere》 SCIE CAS CSCD 2013年第1期70-80,共11页
Soil moisture characteristic curve (SMC) is a fundamental soil property and its direct measurement is tedious and time consuming. Therefore, various indirect methods have been developed to predict SMC from particle-... Soil moisture characteristic curve (SMC) is a fundamental soil property and its direct measurement is tedious and time consuming. Therefore, various indirect methods have been developed to predict SMC from particle-size distribution (PSD). However, the majority of these methods often yield intermittent SMC data because they involve estimating individual SMC points. The objectives of this study were 1) to develop a procedure to predict continuous SMC from a limited number of experimental PSD data points and 2) to evaluate model predictions through comparisons with measured values. In this study, an approach that allowed predicting SMC from the knowledge of PSD, parameterized by means of the closed-form van Genuchten model (VG), was used. Through using Mohammadi and Vanclooster (MV) model, the parameters obtained from fitting of VG to PSD data were applied to predict SMC curves. Since the residual water content (Or) could not be obtained through fitting of VG-MV integrated model to PSD data, we also examined and compared four different methods estimating 0r. Results showed that the proposed equation (MV-VG integrated model) provided an excellent fit to all the PSD data and the model could adequately predict SMC as measured in forty-two soils sampled from different regions of Iran. For all soils, the method in which Or Was obtained through parameter optimization procedure provided the best overall predictions of SMC. The two methods estimating Or with Campbell and Shiozawa (CS) model resulted in less accuracy than the optimization procedure. Furthermore, the proposed model underestimated the moisture content in the dry range of SMC when the value of 0r was assumed to equal zero. 0r could be attributed to the incomplete desorption of water coated on soil particles and the accurate estimation of 0r was critical in prediction of SMC, especially for fine-textured soils at high suction heads. It could be concluded that the advantages of our approach were the continuity, robustness, and independency of model performance on soil type, allowing to improve predictions of SMC from PSD at the field and watershed scales. 展开更多
关键词 fine-textured soils modeling residual water content soil hydraulic properties van Genuchten model
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Evaluation of Pedotransfer Functions for Estimating Soil Water Retention Curve of Saline and Saline-Alkali Soils of Iran 被引量:5
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作者 Y.ABBASI B.GHANBARIAN-ALAVIJEH +1 位作者 A.M.LIAGHAT M.SHORAFA 《Pedosphere》 SCIE CAS CSCD 2011年第2期230-237,共8页
Soil water retention data are essential for irrigation scheduling and determination of irrigation frequency. However, direct measurement of this characteristic is time consuming and expensive and furthermore its spati... Soil water retention data are essential for irrigation scheduling and determination of irrigation frequency. However, direct measurement of this characteristic is time consuming and expensive and furthermore its spatial and temporal variabilities in field scales increase the number of measurements. Different pedotransfer functions, such as Saxton et al., Campbell, Vereecken et al., l^awls and Brakensiek, WSsten et al., Rajkni et al., Ghorbani Dashtaki and Homaee, Zacharias and Wessolek, and Rosetta, were evaluated to estimate soil water retention of saline and saline-alkali soils collected from south of Tehran, Iran. The saturation-extract conductivity of all the 68 samples and exchangeable sodium percentage of more than half of them were measured to be greater than 4 dS m-1 and 15%, respectively. The calculated Akaike's information criterion values showed that Saxton et al. and Campbell models were the best in estimation of soil water retention curve and total available water, respectively. 展开更多
关键词 exchangeable sodium percentage irrigation frequency soil moisture curve total available water
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Effect of the uncertainty in soil-water characteristic curve on the estimated shear strength of unsaturated soil 被引量:1
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作者 Qian ZHAI Harianto RAHARDJO +2 位作者 Alfrendo SATYANAGA Guo-liang DAI Yan-jun DU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2020年第4期317-330,共14页
Most failures or instabilities of geotechnical structures commonly result from shear failure in soil. In addition, many infrastructures are constructed within the unsaturated zone. Therefore, the determination of shea... Most failures or instabilities of geotechnical structures commonly result from shear failure in soil. In addition, many infrastructures are constructed within the unsaturated zone. Therefore, the determination of shear strength of unsaturated soil is crucial in geotechnical design. The soil-water characteristic curve(SWCC) is commonly used to estimate the shear strength of unsaturated soil because the direct measurement is time-consuming and costly. However, the uncertainty associated with the determined SWCC is rarely considered in the estimation of the shear strength. In this paper, the uncertainties of SWCC resulted from different factors are reviewed and discussed. The variability of the estimated shear strength for the unsaturated soil due to the uncertainty of SWCC associated with the best fit process is quantified by using the upper and lower bounds of the determined SWCC. On the other hand, the uncertainties of the estimated shear strength due to different initial void ratios or different confining pressures are quantified by adopting different SWCCs. As a result, it is recommended that the measured SWCC from the conventional Tempe cell or pressure plate needs to be corrected by considering different stress levels in the estimation of the shear strength of unsaturated soil. 展开更多
关键词 Unsaturated shear strength Pore-size distribution function VARIABILITY Soil-water characteristic curve (SWCC) Confidence limits
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Hydraulic Properties Analysis of the Unsaturated Cracked Soil 被引量:1
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作者 曹玲 张华 陈勇 《Journal of Shanghai Jiaotong university(Science)》 EI 2017年第1期35-44,共10页
Morphological parameters of cracks significantly affect the hydraulic conductivity of cracked soil. A laboratory test was conducted to study the hydraulic properties of cracks. The dynamic development of cracks in soi... Morphological parameters of cracks significantly affect the hydraulic conductivity of cracked soil. A laboratory test was conducted to study the hydraulic properties of cracks. The dynamic development of cracks in soil during drying and wetting was measured in the test. Based on the test results, the relationships between the morphological parameters and the soil water content were quantified. According to the fractal model, the soil-water characteristic curve(SWCC) and permeability functions for the cracked soil were predicted based on the dynamical development process of the cracks. A crack-pore dual media model was established to simulate the ponding infiltration in the unsaturated cracked soil. The variations of the pore water pressure in different part of the fractal model are quite different due to the impact of the cracks. This result illustrates that the prediction of the hydraulic properties for the cracked soil is reasonable. 展开更多
关键词 expansive soil SEEPAGE fractal model soil-water characteristic curve (SWCC) crack-pore media TU 443 A
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Estimating Water Retention with Pedotransfer Functions Using Multi-Objective Group Method of Data Handling and ANNs 被引量:2
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作者 H.BAYAT M.R.NEYSHABOURI +1 位作者 K.MOHAMMADI N.NARIMAN-ZADEH 《Pedosphere》 SCIE CAS CSCD 2011年第1期107-114,共8页
Pedotransfer functions (PTFs) have been developed to estimate soil water retention curves (SWRC) by various techniques. In this study PTFs were developed to estimate the parameters (θs, θr, α and λ) of the B... Pedotransfer functions (PTFs) have been developed to estimate soil water retention curves (SWRC) by various techniques. In this study PTFs were developed to estimate the parameters (θs, θr, α and λ) of the Brooks and Corey model from a data set of 148 samples. Particle and aggregate size distribution fractal parameters (PSDFPs and ASDFPs, respectively) were computed from three fractal models for either particle or aggregate size distribution. The most effective model in each group was determined by sensitivity analysis. Along with the other variables, the selected fractal parameters were employed to estimate SWRC using multi-objective group method of data handling (mGMDH) and different topologies of artificial neural networks (ANNs). The architecture of ANNs for parametric PTFs was different regarding the type of ANN, output layer transfer functions and the number of hidden neurons. Each parameter was estimated using four PTFs by the hierarchical entering of input variables in the PTFs. The inclusion of PSDFPs in the list of inputs improved the accuracy and reliability of parametric PTFs with the exception of ~s- The textural fraction variables in PTF1 for the estimation of a were replaced with PSDFPs in PTF3. The use of ASDFPs as inputs significantly improved a estimates in the model. This result highlights the importance of ASDFPs in developing parametric PTFs. The mCMDH technique performed significantly better than ANNs in most PTFs. 展开更多
关键词 aggregate size distribution fraetal parameters particle size distribution
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