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Real-time NMR investigation of water infiltration mechanisms and pore structure evolution in fractured sandstone near-wellbore regions
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作者 Sheng-Feng Wu Yong-Fa Zhang +4 位作者 Yu Zhao Chao-Lin Wang Jing Bi An-Fa Long Yan Li 《Petroleum Science》 2025年第10期4195-4210,共16页
During the exploitation of sandstone gas reservoirs,natural fractures near the wellbore affect water infiltration and pore evolution;however,the impact mechanisms of these fractures remain unclear.This study utilized ... During the exploitation of sandstone gas reservoirs,natural fractures near the wellbore affect water infiltration and pore evolution;however,the impact mechanisms of these fractures remain unclear.This study utilized real-time nuclear magnetic resonance(RT-NMR)technology to investigate the influence of near-wellbore fracture angle(a)at 0°,15°,30°,and 45°on water infiltration,migration patterns,and pore evolution mechanisms during water injection.Throughout the experiments,T_(2)curves and magnetic resonance imaging(MRI)were monito red in real time during the water injection process.The pore evolution and water infiltration were translated by the evolution of T_(2)curves and MRI.The results show that increasing injection pressure(P_(inj))transforms adsorption pores into seepage pores,leading to enhanced pore damage.Pore damage predominantly occurs during the rapid pressurization stage and is concentrated around the near-wellbore fracture.The maximum infiltration area and rate were observed at α=0°,while the minimum values occurred at α=45°,which can be attributed to the significant influence of a on water infiltration and migration pathways.The increasing inclination of the infiltration front with a is attributed to the fact that the rate of water infiltration along the fracture wall is always higher than that at the fracture tip.In field fracturing,it is recommended to adjust the perforation direction to align with the natural fracture orientation and optimize pressurization strategies by reducing the slow pressurization duration while extending the rapid pressurization stage.These findings can provide important guidance for setting fracturing sections and optimizing injection parameters in sandstone gas reservoir exploitation. 展开更多
关键词 water infiltration Pore evolution Near-wellbore damage RT-NMR SANDSTONE
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Centrifugal and field studies on water infiltration characteristics below canals under wetting-drying-freezing-thawing cycles 被引量:7
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作者 ZHU Rui CAI Zheng-yin +3 位作者 HUANG Ying-hao ZHANG Chen GUO Wan-li ZHU Xun 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第5期1519-1533,共15页
Seepage is one of the main causes for the deformation and instability of canal slopes in Xinjiang,China.In this study,centrifugal model tests under wetting-drying(WD)and wetting-drying-freezing-thawing(WDFT)cycles wer... Seepage is one of the main causes for the deformation and instability of canal slopes in Xinjiang,China.In this study,centrifugal model tests under wetting-drying(WD)and wetting-drying-freezing-thawing(WDFT)cycles were performed to investigate the water infiltration characteristics below a canal.The results show that the shallow soil of the canal models was fully saturated in the wetting process.Compared with the canal model under the WD cycles,the canal model under the WDFT cycles had larger saturated areas and a higher degree of saturation below the canal top after each cycle,indicating that the freezing-thawing(FT)process in the WDFT cycles promoted the water infiltration behavior below the canal slope.The cracks on the surface of the canal model under the cyclic action of WDFT developed further and had a higher connectivity,which provided the conditions for slope instability from a transverse tensile crack running through the canal top.On this basis,a field test was conducted to understand the water infiltration distribution below a typical canal in Xinjiang,China,which also verified the accuracy of the centrifugal results.This study provides a preliminary basis for the maintenance and seepage treatment of canals in Xinjiang,China. 展开更多
关键词 wetting-drying FREEZING-THAWING water infiltration crack CANALS centrifugal model test
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An Analytical Solution for One-Dimensional Water Infiltration and Redistribution in Unsaturated Soil 被引量:7
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作者 WANG Quan-Jiu R. HORTON FAN Jun 《Pedosphere》 SCIE CAS CSCD 2009年第1期104-110,共7页
Soil infiltration and redistribution are important processes in field water cycle, and it is necessary to develop a simple model to describe the processes. In this study, an algebraic solution for one-dimensional wate... Soil infiltration and redistribution are important processes in field water cycle, and it is necessary to develop a simple model to describe the processes. In this study, an algebraic solution for one-dimensional water infiltration and redistribution without evaporation in unsaturated soil was developed based on Richards equation. The algebraic solution had three parameters, namely, the saturated water conductivity, the comprehensive shape coefficient of the soil water content distribution, and the soil suction allocation coefficient. To analyze the physical features of these parameters, a relationship between the Green-Ampt model and the algebraic solution was established. The three parameters were estimated based on experimental observations, whereas the soil water content and the water infiltration duration were calculated using the algebraic solution. The calculated soil water content and infiltration duration were compared with the experimental observations, and the results indicated that the algebraic solution accurately described the unsaturated soil water flow processes. 展开更多
关键词 algebraic solution Green-Ampt model soil water infiltration and redistribution unsaturated soil
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Effects of mixed-based biochar on water infiltration and evaporation in aeolian sand soil 被引量:3
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作者 ZOU Yiping ZHANG Shuyue +6 位作者 SHI Ziyue ZHOU Huixin ZHENG Haowei HU Jiahui MEI Jing BAI Lu JIA Jianli 《Journal of Arid Land》 SCIE CSCD 2022年第4期374-389,共16页
Aeolian sandy soil in mining areas exhibits intense evaporation and poor water retention capacity.This study was designed to find a suitable biochar application method to improve soil water infiltration and minimize s... Aeolian sandy soil in mining areas exhibits intense evaporation and poor water retention capacity.This study was designed to find a suitable biochar application method to improve soil water infiltration and minimize soil water evaporation for aeolian sand soil.Using the indoor soil column method,we studied the effects of three application patterns(A(0-20 cm was a mixed sample of mixed-based biochar and soil),B(0-10 cm was a mixed sample of mixed-based biochar and soil and 10-20 cm was soil),and C(0-10 cm was soil and 10-20 cm was a mixed sample of mixed-based biochar and soil)),four application amounts(0%(control,CK),1%,2%,and 4%of mixed-based biochar in dry soil),and two particle sizes(0.05-0.25 mm(S1)and<0.05 mm(S2))of mixed-based biochar on water infiltration and evaporation of aeolian sandy soil.We separately used five infiltration models(the Philip,Kostiakov,Horton,USDA-NRCS(United States Department of Agriculture-Natural Resources Conservation Service),and Kostiakov-Lewis models)to fit cumulative infiltration and time.Compared with CK,the application of mixed-based biochar significantly reduced cumulative soil water infiltration.Under application patterns A,B,and C,the higher the application amount and the finer the particle size were,the lower the migration speed of the wetting front.With the same application amount,cumulative soil water infiltration under application pattern A was the lowest.Taking infiltration for 10 min as an example,the reductions of cumulative soil water infiltration under the treatments of A2%(S2),A4%(S1),A4%(S2),A1%(S1),C2%(S1),and B1%(S1)were higher than 30%,which met the requirements of loess soil hydraulic parameters suitable for plant growth.The five infiltration models well fitted the effects of the treatments of application pattern C and S1 particle size(R2>0.980),but the R2 values of the Horton model exceeded 0.990 for all treatments(except for the treatment B2%(S2)).Compared with CK,all other treatments reduced cumulative soil water infiltration,except for B4%(S2).With the same application amount,cumulative soil water evaporation difference between application patterns A and B was small.Treatments of application pattern C and S1 particle size caused a larger reduction in cumulative soil water evaporation.The reductions in cumulative soil water evaporation under the treatments of C4%(S1),C4%(S2),C2%(S1),and C2%(S2)were over 15.00%.Therefore,applying 2%of mixed-based biochar with S1 particle size to the underlying layer(10-20 cm)could improve soil water infiltration while minimizing soil water evaporation.Moreover,application pattern was the main factor affecting soil water infiltration and evaporation.Further,there were interactions among the three influencing factors in the infiltration process(application amount×particle size with the most important interaction),while there were no interactions among them in the evaporation process.The results of this study could contribute to the rational application of mixed-based biochar in aeolian sandy soil and the resource utilization of urban and agricultural wastes in mining areas. 展开更多
关键词 BIOCHAR water infiltration water evaporation aeolian sand soil mining areas
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Effect of Pisha sandstone on water infiltration of different soils on the Chinese Loess Plateau 被引量:22
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作者 MA Wenmei ZHANG Xingchang 《Journal of Arid Land》 SCIE CSCD 2016年第3期331-340,共10页
The infiltration of water into soil is one of the most important soil physical properties that affect soil erosion and the eco-environment, especially in the Pisha sandstone area on the Chinese Loess Plateau. We studi... The infiltration of water into soil is one of the most important soil physical properties that affect soil erosion and the eco-environment, especially in the Pisha sandstone area on the Chinese Loess Plateau. We studied the one-dimensional vertical infiltration of water in three experimental soils, created by mixing Pisha sandstone with sandy soil, irrigation-silted soil, and loessial soil, at mass ratios of 1:1, 1:2, 1:3, 1:4, and 1:5. Our objective was to compare water infiltration in the experimental soils and to evaluate the effect of Pisha sandstone on water infiltration. We assessed the effect by measuring soil bulk density(BD), porosity, cumulative infiltration, infiltration rate and saturated hydraulic conductivity(Ks). The results showed that Pisha sandstone decreased the infiltration rate and saturated hydraulic conductivity in the three experimental soils. Cumulative infiltration over time was well described by the Philip equation. Sandy soil mixed with the Pisha sandstone at a ratio of 1:3 had the best water-holding capacity. The results provided experimental evidence for the movement of soil water and a technical support for the reconstruction and reclamation of mining soils in the Pisha sandstone area. 展开更多
关键词 Pisha sandstone soil structure saturated hydraulic conductivity water infiltration
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Observation and modeling on irregular purple soil water infiltration process 被引量:6
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作者 CHENG Dong-bing DONG Lin-yao +1 位作者 QIAN Feng SUN Bei 《Journal of Mountain Science》 SCIE CSCD 2017年第6期1076-1085,共10页
The infiltration process is a critical link between surface water and groundwater. In this research, a specific device to observe infiltration processes in homogeneous and heterogeneous soils with triangular and inver... The infiltration process is a critical link between surface water and groundwater. In this research, a specific device to observe infiltration processes in homogeneous and heterogeneous soils with triangular and inverted triangular profiles was designed, and the Green-Ampt model was employed for the process simulation. The results indicate that(1) the wetting front in coarse texture soils transports faster than in fine texture soils;(2) for the homogeneous case, the wetting front in triangularshaped soils transports faster than the inverted triangular type, but the triangular-shaped soils show a lower infiltration rate;(3) in the initial step, the wetting front in triangular-shaped soils shows higher transport speed, but depicts lower speed with increase in the time;(4) both the wetting front and infiltration rate show a significant exponential relation with the time. From these findings, an empirical model was developed which agrees well with the observed data and provides a useful method for this field of soil research. 展开更多
关键词 Purple soil Triangular profile Inverted triangular profiles Soil water infiltration Empirical modeling
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Effects of Typical Soil and Stratification Thickness on Water Infiltration Characteristics in Central Ningxia 被引量:1
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作者 Tianwen ZHANG Wei CHEN +4 位作者 Xiaoying CHEN Rongjun ZHI Lin CHEN Haibo ZHANG Wei LIANG 《Meteorological and Environmental Research》 2024年第4期58-65,共8页
In order to compare the influence of different soil types and stratification on water infiltration capacity,two main types of soil in the desert steppe,sierozem(S)and aeolian sandy soil(A),were selected,and infiltrati... In order to compare the influence of different soil types and stratification on water infiltration capacity,two main types of soil in the desert steppe,sierozem(S)and aeolian sandy soil(A),were selected,and infiltration simulation tests were conducted on homogeneous soil and layered soil(layer thickness 5,10,and 20 cm),respectively.The results show that during the whole experiment,there was a small difference between S5A95(aeolian sandy soil 95 cm thick was covered with sierozem 5 cm thick)and S10A90(aeolian sandy soil 90 cm thick was covered with sierozem 10 cm thick)in the wetting front process,infiltration rate and cumulative infiltration,but there was a significant difference between S5A95 and S20A80(aeolian sandy soil 80 cm thick was covered with sierozem 20 cm thick).In the initial infiltration stage,there was no significant difference between A5S95(sierozem 95 cm thick was covered with aeolian sandy soil 5 cm thick)and A10S90(sierozem 90 cm thick was covered with aeolian sandy soil 10 cm thick).However,with the increase of infiltration time,the wetting front process,A5S95,A10S90 and A20S80 had significant differences in terms of wetting front process,infiltration rate and cumulative infiltration.The infiltration capacity of A was significantly higher than that of S.Combined with linear R 2 value and model parameters,the three infiltration models were comprehensively compared,and the fitting process and results of the general empirical model for the infiltration process of homogeneous soil and layered soil showed good results.Three models were used to simulate the water infiltration process of layered soil with different textures,and the order of the effect is as follows:general empirical model>Kostiakov model>Philip model.Soil type and layer thickness had a great influence on water infiltration process.When sierozem was covered with aeolian sandy soil 20 cm thick,the infiltration capacity was the best.As aeolian sandy soil was covered with sierozem 10 cm thick,the infiltration effect was the worst.Therefore,once coarse graying occurs on the surface of sierozem(the thickness of sand is more than 20 cm)or when the content of fine particles overlying aeolian sandy soil(the thickness of silt and clay soil is more than 10 cm)during ecological restoration is high,the soil hydrological characteristics will change significantly,which may lead to changes in vegetation types and even ecosystem structure. 展开更多
关键词 Soil type Layer thickness water infiltration Desert steppe
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Electrical capacitance volume tomography for measurement soil water infiltration in vessel experiments
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作者 Muhammad Mukhlisin Marlin Ramadhan Baidillah Mohd Raihan Taha 《Journal of Central South University》 SCIE EI CAS 2014年第1期358-364,共7页
Electrical capacitance volume tomography(ECVT) is a recently-developed technique for real-time,non-invasive 3D monitoring of processes involving materials with strong contrasts in dielectric permittivity.This work is ... Electrical capacitance volume tomography(ECVT) is a recently-developed technique for real-time,non-invasive 3D monitoring of processes involving materials with strong contrasts in dielectric permittivity.This work is first application of the method to visualization of water flow in soil.We describe the principles behind the method,and then demonstrate its use with a simple laboratory infiltration experiment.32 ECVT sensors were installed on the sides of an empty PVC column.Water was poured into the column at a constant rate,and ECVT data were collected every second.The column was then packed with dry sand and again supplied with water at a constant rate with data collected every second.Data were analyzed to give bulk average water contents,which proved consistent with the water supply rates.Data were also analyzed to give 3D images(216 voxels) allowing visualization of the water distribution during the experiments.Result of this work shows that water infiltration into the soil,wall flow,progress of the unstable wetting front and the final water distribution are clearly visible. 展开更多
关键词 soil water infiltration electrical capacitance volume tomography real time imaging
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Development at the zone of water infiltration and effect on water conservation
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《Global Geology》 1998年第1期105-105,共1页
关键词 Development at the zone of water infiltration and effect on water conservation
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A finite difference lattice Boltzmann method for Richards equation in vertical unsaturated soil water infiltration
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作者 Zhe Zhang He-fang Jing +1 位作者 Qiu-tong Chen Yu-jie Yang 《Journal of Hydrodynamics》 2025年第4期804-814,共11页
In soil water infiltration problems,the basic control equation,i.e.,Richards equation is a nonlinear partial differential equation(PDE),and is difficult to solve.In this study,a finite difference lattice Boltzmann met... In soil water infiltration problems,the basic control equation,i.e.,Richards equation is a nonlinear partial differential equation(PDE),and is difficult to solve.In this study,a finite difference lattice Boltzmann method(FDLBM),in which the D1Q5 model is employed as the lattice layout scheme,is developed to solve the 1-D Richards equation with water content as the main variable in unsaturated soil.The relationship between the lattice Boltzmann equation(LBE)and the Richards equation is established using a multiscale expansion technique.Numerical examples show that LBM is suitable to solve Richards equation in unsaturated soil water infiltration problems. 展开更多
关键词 Richards equation lattice Boltzmann method(LBM) soil water infiltration nonlinear partial differential equation
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Deep soil water infiltration and its dynamic variation in the shifting sandy land of typical deserts in China 被引量:22
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作者 YANG WenBin TANG JinNian +2 位作者 LIANG HaiRong DANG HongZhong LI Wei 《Science China Earth Sciences》 SCIE EI CAS 2014年第8期1816-1824,共9页
Soil moisture is the key resource constraint in arid ecosystems, and has been a focus of research on restoration. However, quantitative studies on the contribution of rainfall to deep soil rainfall infiltration are la... Soil moisture is the key resource constraint in arid ecosystems, and has been a focus of research on restoration. However, quantitative studies on the contribution of rainfall to deep soil rainfall infiltration are lacking. In this study, we used the YWB-01 Deep Soil Infiltration Water Recorder which had been invented by ourselves to measure the quantity of rain infiltration into deep soil, 150 cm below ground, in four locations in China: Mu Us Sandy Land and Ulan Buh, Tengger, and Badan Jilin deserts over a 2-year period. We found:(1) Deep soil rainfall infiltration decreased progressively from east to west and from semiarid to arid areas, with two locations completely lacking rainfall infiltration. Heavy rain was important to deep soil infiltration in shifting sandy land of arid and semiarid areas.(2) Seasonal variation of infiltration was correlated with rainfall, with a time lag that was less apparent in areas with more rainfall.(3) For single intense rainfall events, infiltration maximums occurred 40–55 h after the rainfall, during which the infiltration rates increased rapidly before reaching a peak, and then decreased slowly. Continuous infiltration could last about 150 h. Rainfall infiltration was determined by the combined action of intensity, quantity and duration. Rainfall with low intensity, long duration, and large quantity was most favorable for deep soil infiltration. Our results can be used in water resource assessments and protection during eco-restoration in the arid and semiarid areas in China. 展开更多
关键词 deep soil water infiltration dynamic variation RAINFALL shifting sandy land arid and semiarid areas
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Effects of alternate moistube-irrigation on soil water infiltration
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作者 Lixia Shen Yumeng Zhang +1 位作者 Mei Yang Ronghao Liu 《International Journal of Agricultural and Biological Engineering》 SCIE EI CAS 2020年第4期151-158,共8页
Alternate moistube-irrigation is a new type of water-saving irrigation,and research on water infiltration with alternate moistube-irrigation is important for the design of irrigation schemes and helpful to understand ... Alternate moistube-irrigation is a new type of water-saving irrigation,and research on water infiltration with alternate moistube-irrigation is important for the design of irrigation schemes and helpful to understand and apply this technology.The effects of the pressure head(1.0 m and 1.5 m)and tube spacing(10 cm,20 cm,and 30 cm between two moistubes respectively)on soil water infiltration in alternate moistube-irrigation were studied in laboratory experiments,and the cumulative infiltration,discharge of the moistube,and shape and water distribution of the cross-section of the wetting front were determined.The cumulative infiltration increased quickly and linearly with the infiltration time at 0-96 h(R^(2)>0.99),and changed smoothly at 96-192 h with a basically steady infiltration rate.The discharge of the moistube increased rapidly at the beginning of irrigation,then decreased before stabilizing.The cumulative infiltrations and discharges of moistube under the 1.5 m pressure head were more than those under the 1.0 m pressure head.The shape of the cross-section of the wetting front for a single moistube was similar to a concentric circle.With the increase of tube spacing,the interaction between water infiltrations of two moistubes decreased.The soil water distributions around two moistubes were similar to each other under the 1.0 m pressure head and large tube spacing.When the tube spacing was 20 cm,the soil water distribution was more uniform around two moistubes. 展开更多
关键词 alternate irrigation moistube-irrigation soil water infiltration water use efficiency water-saving irrigation
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Salt-Water Dynamics in Soils:IV.Changes of Ionic Composition in Soil Profiles During Water Evaporation and Infiltration
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作者 MENGFAN-HUA YOUWEN-RUI 《Pedosphere》 SCIE CAS CSCD 1994年第4期347-356,共10页
Through a simulation test carried out with soil columns (61.8 cm in diameter), the changes of ioniccomposition in soil profile during the processes of water evaporation and infiltration were studied. Underevaporation ... Through a simulation test carried out with soil columns (61.8 cm in diameter), the changes of ioniccomposition in soil profile during the processes of water evaporation and infiltration were studied. Underevaporation conditions, ions moving upward with fresh groundwater were mainly Cl ̄-, SO, Ca ̄(2+), andNa ̄+. When the mineralized groundwater took part in the salt accumulation, the ionic composition in soilswas close to that in ground water supplemented. Under rainfall infiltration conditions, the salt-leaching roleoccurred mainly in the top soil. With the decrease of total salt content, NO and Cl ̄- reduced rapidly, SOdecreased slowly, but HCO had a little change only. Among cations, Na ̄+ and Ca ̄(2+) contents lowered atthe same speed, and Mg ̄(2+) decreased slowly. 展开更多
关键词 ion composition salt-water dynamics water evaporation water infiltration
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Subsoiling tillage increases water-use efficiency of winter wheat by improving soil hydraulic properties associated with pore structure in the North China Plain
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作者 Meng Yuan Xiudi Shangguan +6 位作者 Xin Wang Shiyu Wei Bowen Li Zhendong Liu Rui Zong Yanli Fan Quanqi Li 《The Crop Journal》 2025年第4期1291-1300,共10页
Subsoiling is widely used to improve soil productivity in the North China Plain(NCP).However,its effects on pore network-based hydraulic properties and their relationship with water use efficiency(WUE)are far from cle... Subsoiling is widely used to improve soil productivity in the North China Plain(NCP).However,its effects on pore network-based hydraulic properties and their relationship with water use efficiency(WUE)are far from clear.In this study,we evaluated the effects of three tillage systems(rotary tillage at 15 cm depth,RT15;subsoiling at 40 cm depth,SS40;and subsoiling at 35 cm depth,SS35)on soil pore structure,hydraulic properties,and WUE during the 2022-2024 winter wheat seasons.Results showed that the effects of SS40 and SS35 were similar in optimizing the soil pore structure and hydraulic properties.Compared with RT15,SS40 and SS35 increased the soil macroporosity ratio,the soil pore connectivity,and the soil water storage.Structural equation modeling revealed that optimized soil pore structure under subsoiling directly and positively influenced the WUE or indirectly increasing the soil water storage.As a result,compared with RT15,SS40 and SS35 increased the spike number,kernel number per spike,and 1000-grain weight,and ultimately improved the yield(35.59% and 39.32%,respectively)and WUE(36.69% and 41.55%,respectively).Overall,the results revealed the mechanism of high-efficiency water use from the perspective of pore network-based hydraulic properties,providing a theoretical basis for food security. 展开更多
关键词 MACROPOROSITY Pore connectivity Soil saturated hydraulic conductivity Soil water stable infiltration rate Grain yield
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Modelling the water diversion of a sustainable cover system under humid climates
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作者 Haowen Guo Charles Wang Wai Ng +2 位作者 Qi Zhang Chuanxiang Qu Liwen Hu 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第7期2429-2440,共12页
Extreme rainfall significantly threatens the safety of the landfill cover system,especially under humid climates.This study aims to provide design recommendations for a sustainable landfill cover system consisting of ... Extreme rainfall significantly threatens the safety of the landfill cover system,especially under humid climates.This study aims to provide design recommendations for a sustainable landfill cover system consisting of a low-permeability soil layer underlying a two-layer capillary barrier for humid climates.First,the numerical back-analysis was conducted for verification against a series of flume model tests.Then,a parametric study was performed to investigate the effects of inclination angle,particle size and layer thickness on the lateral diversion length(DL)of the three-layer cover system under the 100-year return period rainfall of humid climates.The results show that the water lateral DL of the cover system can be greatly enhanced by increasing the inclination angle from 3°to 18°.Moreover,the bottom layer of the cover system with a coarser d10 was more susceptible to the impact of the heavy rainfall,while this can be alleviated by increasing the thickness of the bottom layer.A dimensionless number,defined as the ratio of thickness and d_(10) of the bottom layer,is proposed for designing lateral diversion of the three-layer cover system under humid climates.To preserve the maximum DL,it is suggested that the proposed dimensionless number should be larger than 95 and 110 for the design of rainfall events with 50-year and 100-year return periods for humid climates,respectively. 展开更多
关键词 Unsaturated soil RECYCLING Construction waste Three-layer landfill cover water infiltration
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Comparing the Soil Conservation Service model with new machine learning algorithms for predicting cumulative infiltration in semi-arid regions
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作者 Khabat KHOSRAVI Phuong T.T.NGO +3 位作者 Rahim BARZEGAR John QUILTY Mohammad T.AALAMI Dieu T.BUI 《Pedosphere》 SCIE CAS CSCD 2022年第5期718-732,共15页
Water infiltration into soil is an important process in hydrologic cycle;however,its measurement is difficult,time-consuming and costly.Empirical and physical models have been developed to predict cumulative infiltrat... Water infiltration into soil is an important process in hydrologic cycle;however,its measurement is difficult,time-consuming and costly.Empirical and physical models have been developed to predict cumulative infiltration(CI),but are often inaccurate.In this study,several novel standalone machine learning algorithms(M5Prime(M5P),decision stump(DS),and sequential minimal optimization(SMO))and hybrid algorithms based on additive regression(AR)(i.e.,AR-M5P,AR-DS,and AR-SMO)and weighted instance handler wrapper(WIHW)(i.e.,WIHW-M5P,WIHW-DS,and WIHW-SMO)were developed for CI prediction.The Soil Conservation Service(SCS)model developed by the United States Department of Agriculture(USDA),one of the most popular empirical models to predict CI,was considered as a benchmark.Overall,154 measurements of CI(explanatory/input variables)were taken from 16 sites in a semi-arid region of Iran(Illam and Lorestan provinces).Six input variable combinations were considered based on Pearson correlations between candidate model inputs(time of measuring and soil bulk density,moisture content,and sand,clay,and silt percentages)and CI.The dataset was divided into two subgroups at random:70%of the data were used for model building(training dataset)and the remaining 30%were used for model validation(testing dataset).The various models were evaluated using different graphical approaches(bar charts,scatter plots,violin plots,and Taylor diagrams)and quantitative measures(root mean square error(RMSE),mean absolute error(MAE),Nash-Sutcliffe efficiency(NSE),and percent bias(PBIAS)).Time of measuring had the highest correlation with CI in the study area.The best input combinations were different for different algorithms.The results showed that all hybrid algorithms enhanced the CI prediction accuracy compared to the standalone models.The AR-M5P model provided the most accurate CI predictions(RMSE=0.75 cm,MAE=0.59 cm,NSE=0.98),while the SCS model had the lowest performance(RMSE=4.77 cm,MAE=2.64 cm,NSE=0.23).The differences in RMSE between the best model(AR-M5P)and the second-best(WIHW-M5P)and worst(SCS)were 40%and 84%,respectively. 展开更多
关键词 additive regression hybrid algorithms empirical model soil water infiltration weighted instances handler wrapper
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Quantification of irrigation water transport processes in ZiZiphus jujuba garden using water stable isotopes
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作者 ZHONG Xiaofei ZHANG Mingjun +3 位作者 CHE Cunwei LIU Zechen LI Beibei ZHANG Yuanyuan 《Journal of Mountain Science》 SCIE CSCD 2024年第10期3263-3274,共12页
ZiZiphus jujuba,which is native to China,has become one of the main crops widely planted in the western Loess Plateau because of its drought and flood-tolerance,adaptability,and higher nutritional value of the fruit.T... ZiZiphus jujuba,which is native to China,has become one of the main crops widely planted in the western Loess Plateau because of its drought and flood-tolerance,adaptability,and higher nutritional value of the fruit.The irrigation water infiltration in Z.jujuba gardens is complex,and understanding its mechanisms is essential for efficient water use and sustainable agriculture.This knowledge helps ensure the long-term success of jujuba cultivation.This paper describes a field experiment that investigates the infiltration process of irrigation water from Z.jujuba garden and quantifies the contribution of irrigation water to soil water at different depths using the MixSIAR model.According to the FC(Field water holding Capacity)of Z.jujuba,irrigation experiments with three volumes of 80%FC,60%FC,and 40%FC are set up in this study.The study finds that water retention is better in Z.jujuba garden soils with a higher proportion of coarse gravel in the soil particle composition.Soil water content exhibits a gradient change after irrigation,with deeper wetting front transport depth observed with increased irrigation water.Additionally,there is correlation between soil temperature and soil water content.The soil water in Z.jujuba garden generally exhibits a preferential flow signal in the 0-40 cm range.Below 40 cm,a piston flow pattern dominates.The rate of soil water infiltration increases with the amount of irrigation water.In the 0-40 cm range of the soil vertical profile,irrigation water was the main contributor to soil water.Z.jujuba demonstrated flexibility in water uptake,primarily absorbing soil water at depths of 0-40 cm.For optimal growth of Z.jujuba at this stage,40%FC irrigation is recommended.The results are expected to be valuable future irrigation practices and land use planning for Z.jujuba garden in arid zones,supporting sustainable agricultural development and water management. 展开更多
关键词 water stable isotopes Different irrigation volumes ZiZiphus jujuba Irrigation water infiltration process MixSIAR model
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Impacts of soil infiltration and its determinants on water resource management on semiarid conditions
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作者 Nelson Virgilio Piraneque-Gambasica Sonia Esperanza Aguirre-Forero Laureano José Ordoñez-Thalliens 《International Journal of Agricultural and Biological Engineering》 2025年第5期205-214,共10页
Infiltration is a critical process within the hydrological cycle and plays a fundamental role in agricultural activity, irrigation design, and soil and water conservation efforts. Various factors, including soil prope... Infiltration is a critical process within the hydrological cycle and plays a fundamental role in agricultural activity, irrigation design, and soil and water conservation efforts. Various factors, including soil properties, precipitation patterns, and flow conditions, influence this complex process. Therefore, understanding the soil’s hydraulic properties, including infiltration, is essential for efficient water resources management. With this in mind, a field study was carried out to assess soil water infiltration across 33 productive units under semiarid conditions. In each case, the predominant landform was characterized, infiltration rates were measured using a double-ring infiltrometer, and soil samples were collected to determine texture, bulk density, soil organic matter, saturation point, field capacity, and electrical conductivity. Based on these data, the infiltration rate, volumetric moisture content, retained water, irrigation interval, and irrigation time were established. The study revealed that the predominant soil types were inceptisols and entisols, which are commonly associated with landforms such as plains, alluvial plains, hills, foothills, and mountains. Soils in these regions primarily exhibited clayey, sandy loam, and sandy clay loam textures. Infiltration rates varied significantly depending on soil texture, ranging from less than 8.00 cm/h to 18.83 cm/h. Additionally, agricultural activities were found to reduce water infiltration rates, indicating that land use practices have a direct impact on this process. Electrical conductivity had a negative effect on infiltration rates in the study area. This research highlights the variables that influence infiltration across different landforms, textural classes, and infiltration types, demonstrating spatial variation. These findings have important implications for the development of sustainable agricultural systems that promote both water and soil conservation. 展开更多
关键词 soil and water conservation sustainable agricultural systems agricultural land use soil hydraulic properties water infiltration IRRIGATION semiarid environment
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Three-year field study on grass growth and soil hydrological properties in biochar-amended soil 被引量:1
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作者 Haowen Guo Charles Wang Wai Ng +2 位作者 Junjun Ni Qi Zhang Yuchen Wang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第7期2764-2774,共11页
Field monitoring was conducted to investigate and quantify the long-term effects of peanut shell biochar on soil-grass interaction over three years.Three 10 m5 m grassed plots were constructed in completely decomposed... Field monitoring was conducted to investigate and quantify the long-term effects of peanut shell biochar on soil-grass interaction over three years.Three 10 m5 m grassed plots were constructed in completely decomposed granitic soil.Two of them were amended,respectively,with 5%and 10%biochar contents(m^(3)/m^(3))for grass growth,while the third was without biochar amendment.During the threeyear monitoring,plant characteristics,saturated water permeability(k_(s))of grassed soil and soil suction were measured.The monitored results show that the grass leaf area index(LAI)and root length density(RLD)with biochar amendment were improved by 38%and 200%,respectively.In the grassed plot without biochar,a threshold RLD existed with a value of 1.7 cm/cm^(3),beyond which k_(s) raised pronouncedly.The threshold RLD increased by 52%when biochar content increased from 0%to 10%.This implies that biochar may restrict the increase in k_(s) of grassed soil due to the rise in the threshold RLD.The presence of biochar and grass can retain over 100%higher suction after heavy rainfalls,while 54%lower peak suction under evapotranspiration(ET)compared with the non-amended plot.Biochar can alleviate the negative effects on hydraulic properties caused by plant growth and reduce ET-induced excessive water loss.A 5%peanut shell biochar content is recommended for the long-term management of vegetated earthen infrastructures. 展开更多
关键词 Soil-grass interaction BIOCHAR LONG-TERM water infiltration Soil drying
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Coupled hydro-mechanical analysis of expansive soils:Parametric identification and calibration
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作者 Abhishek Rawat Linzhi Lang +2 位作者 Wiebke Baille Anne-Catherine Dieudonne Frederic Collin 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2020年第3期620-629,共10页
A methodology for identifying and calibrating the material parameters for a coupled hydro-mechanical problem is presented in this pape r.For validation purpose,a laboratory-based water infiltration test was numericall... A methodology for identifying and calibrating the material parameters for a coupled hydro-mechanical problem is presented in this pape r.For validation purpose,a laboratory-based water infiltration test was numerically simulated using finite element method(FEM).The test was conducted using a self-designed column-type experimental device,which mimicked the wetting process of a candidate backfill material in a nuclear waste repository.The real-time measurements of key state variables(e.g.water content,relative humidity,temperature,and total stresses)were performed with the monitoring sensors along the height of cylindrical soil sample.For numerical simulation,the modified Barcelona Basic Model(BBM)along with soil-water retention model for compacted bentonite was used.It shows that the identified model parameters successfully captured the moisture migration process under an applied hydraulic gradient in a bentonite-based compacted soil sample.A comparison between the measured and predicted values of total stresses both in axial and lateral directions along with other state variables revealed that heterogeneous moisture content was distributed along the hydration-path,resulting in non-uniform stress-deformation characteristics of soil. 展开更多
关键词 Compacted bentonite Backfill material Deep geological repository Constitutive modeling Hydro-mechanical coupling water infiltration test
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