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Coupled hydro-mechanical analysis of slope under rainfall using modified elasto-plastic model for unsaturated soils 被引量:4
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作者 王柳江 刘斯宏 +1 位作者 傅中志 李卓 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1892-1900,共9页
Two modifications for the basic Barcelona model(BBM) are present. One is the replacement of the net stress by the average skeleton stress in unsaturated soil modeling, and the other is the adoption of an expression fo... Two modifications for the basic Barcelona model(BBM) are present. One is the replacement of the net stress by the average skeleton stress in unsaturated soil modeling, and the other is the adoption of an expression for the load-collapse(LC) yield surface that can match flexibly the normal compression lines at different suctions. The predictions of the modified BBM for the controlled-suction triaxial test on the unsaturated compacted clay are presented and compared with the experimental results. A good agreement between the predicted and experimental results demonstrates the reasonability of the modified BBM. On this basis, the coupled processes of groundwater flow and soil deformation in a homogeneous soil slope under a long heavy rainfall are simulated with the proposed elasto-plastic model. The numerical results reveal that the failure of a slope under rainfall infiltration is due to both the reduction of soil suction and the significant rise in groundwater table. The evolution of the displacements is greatly related to the change of suction. The maximum collapse deformation happens near the surface of slope where infiltrated rainwater can quickly reach. The results may provide a helpful reference for hazard assessment and control of rainfall-induced landslides. 展开更多
关键词 unsaturated soils modified basic Barcelona model(BBM) numerical analysis rainfall infiltration model slope
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Influences of rainfall infiltration on stability of accumulation slope by in-situ monitoring test 被引量:9
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作者 周中 王宏贵 +1 位作者 傅鹤林 刘宝琛 《Journal of Central South University》 SCIE EI CAS 2009年第2期297-302,共6页
In order to improve the understanding of the fundamental mechanism of rainfall infiltration induced landslides in accumulation slope and to clarify some important characteristics of slope performance,artificial rainfa... In order to improve the understanding of the fundamental mechanism of rainfall infiltration induced landslides in accumulation slope and to clarify some important characteristics of slope performance,artificial rainfall simulation tests and field synthetic monitoring were carried out on a typical accumulation slope of Shangrui Freeway in Guizhou Province,China.The monitoring results show that the most accumulation landslides caused by rainfall infiltration are shallow relaxation failure,whose deformation zone lies within the top 0-4 m soil layer.The deformation of slope gradually reduces from the surface,where the greatest deformation lies in,to the deep part of slope.The average percentage of infiltration during the first 2 h is 86%,and then it reduces gradually with time because of the increase of the surface runoff.The average percentage of infiltration drop to a relatively stable value(50%)after 6 h.Rainfall infiltration causes obvious increase of pore-water pressure,which may result in a reduction of shear strength due to a decrease in effective stress and wetting-induced softening.The double-effect of rainfall infiltration is the main reason of rainfall infiltration induced landslides in accumulation slope. 展开更多
关键词 accumulation slope STABILITY rainfall infiltration in-situ monitoring
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Infiltration regulation and stability analysis of soil slope under sustained and small intensity rainfall 被引量:18
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作者 刘子振 言志信 +1 位作者 段建 邱战洪 《Journal of Central South University》 SCIE EI CAS 2013年第9期2519-2527,共9页
Rainfall infiltration depth and mode can severely influence slope stability.With the sustained rainfall,the influenced region of slope gradually expands.By using the Green-Ampt model to the soil slope,infiltration reg... Rainfall infiltration depth and mode can severely influence slope stability.With the sustained rainfall,the influenced region of slope gradually expands.By using the Green-Ampt model to the soil slope,infiltration regulation was discussed under sustained and small intensity rainfall.And the infiltration rate of unsaturated soil was proposed according to the saturated infiltration theory.Because of the changing of initial moisture content in depth of slope,the saturated or unsaturated infiltration rate and depth could also be changeable with the sustained rainfall infiltration.Based on the principle of strength reduction,the calculation model of slope safety factor was established under different initial moisture contents and infiltration modes.Then,the slope stability was quantitatively analyzed through software FLAC3D.The calculation results of soil slope engineering show that there is a shorter period for slope stability under different initial moisture contents and unsaturated infiltration ways at the slope wetting front.The stability period of slope is 33.3%according to different initial moisture contents of wetting front less than that of the same initial moisture content of wetting front.And the slope is easier to fail under the unsaturated infiltration.The results agree well with the actual situation under sustained and small intensity rainfall. 展开更多
关键词 small intensity rainfall soil slope infiltration depth safety factor
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Forming condition of transient saturated zone and its distribution in residual slope under rainfall conditions 被引量:17
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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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Effects of intense rainfall on stability of infinite terraced slope 被引量:5
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作者 马世国 韩同春 +2 位作者 徐日庆 吴渐 张杰 《Journal of Central South University》 SCIE EI CAS 2014年第4期1534-1545,共12页
For fully understanding the hydrological dynamics of an infinite terraced slope, the infiltration process was studied by employing the Green and Ampt infiltration model. The limit equilibrium method and the Mohr-Coulo... For fully understanding the hydrological dynamics of an infinite terraced slope, the infiltration process was studied by employing the Green and Ampt infiltration model. The limit equilibrium method and the Mohr-Coulomb failure criterion were adopted to derive a stability model for the infinite terraced slope subjected to an intense rainfall. Numerical simulation was performed for verifying its applicability. The results of numerical simulation indicate that a set of stepped wetting fronts are found during infiltration, and the infiltration of terraced slope covered by coarse-textured soils can be approximated as one-dimensional infiltration. The potential sliding surfaces from the numerical method are all parallel to the slope line, and the proposed model and framework can provide an approximate method of estimating how the infiltration affects the stability of an infinite terraced slope. 展开更多
关键词 intense rainfall infiltration infinite terraced slope stability safety factor
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Slope stability of an unsaturated embankment with and without natural pore water salinity subjected to rainfall infiltration 被引量:1
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作者 SADEGHI Hamed KOLAHDOOZ Ali AHMADI Mohammad-Mehdi 《岩土力学》 EI CAS CSCD 北大核心 2022年第8期2136-2148,共13页
Natural soils contain a certain amount of salt in the form of dissolved ions or electrically charged atoms,originated from the long-term erosion by acidic rainwater.The dissolved salt poses an extra osmotic water pote... Natural soils contain a certain amount of salt in the form of dissolved ions or electrically charged atoms,originated from the long-term erosion by acidic rainwater.The dissolved salt poses an extra osmotic water potential being normally neglected in laboratory measurements and numerical analyses.However,ignorance of salinity may result in overestimation of stability,and the design may not be as conservative as thought.Therefore,this research aims to first experimentally examine the influence of pore water salinity on water retention curve and saturated permeability of natural dispersive loess under saline and desalinated conditions.Second,the measured parameters are used for stability analyses of a railway embankment in an area subjected to regional rainfall incident.Eventually,a numerical parametric study is carried out to explore the significance of different rainfall schemes,construction patterns,and anisotropic permeability on the factor of safety.Results reveal that desalinization suppresses the water retention capability,which in turn results in a tremendous declination of unsaturated hydraulic conductivity.Despite the natural saline embankment,rainfall can hardly infiltrate into the desalinated embankment due to the lower conductivity.Therefore,the factor of safety for natural saline conditions drops notably,while only marginal changes occur in the case of the desalinated embankment. 展开更多
关键词 slope stability water salinity osmotic potential dispersive loess rainfall patterns
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The Influence of Sea Surface Temperatures on Uganda's Rainfall
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作者 Saul Daniel Ddumba 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期95-95,共1页
Uganda’s rainfall is controlled by large scale patterns and synoptic-scale weather features such as the Inter Tropical Convergence Zone(ITCZ), monsoons,meso-scale circulations,subtropical anticyclones and teleconnect... Uganda’s rainfall is controlled by large scale patterns and synoptic-scale weather features such as the Inter Tropical Convergence Zone(ITCZ), monsoons,meso-scale circulations,subtropical anticyclones and teleconnections.This study focused on the influence of sea surface temperatures(SSTs)on Uganda’s March-May(MAM)and September-November (SON)rains.The data used included 展开更多
关键词 SEA SURFACE TEMPERATURES rainfall CLIMATE
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ISOTOPE EFFECT OF PRECIPITATION AND MOTION REGULARITY OF RAINFALL CLOUD IN THE SOUTH TIBET
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作者 Yin Guan 1, Wang Jun 1, Liu Tianchou 2 2.Xizang Bureau of Hydrology and Water Resource Survey,Lasa 850000,China) 《地学前缘》 EI CAS CSCD 2000年第S1期380-382,共3页
The water system in Tibet distributes mainly in the south, and the water originates from precipitation. The local rainy season is from May to July. Finding out the origin and motion regularity on the regional atmosphe... The water system in Tibet distributes mainly in the south, and the water originates from precipitation. The local rainy season is from May to July. Finding out the origin and motion regularity on the regional atmospheric precipitation clouds is always emphases about the hydrology and water resource research.37 precipitation samples were collected from 1995 to 1998 in this research area. The hydrogen, oxygen isotope compositions and tritium contents were determined (see table).The results on the table has the follow feature:1 The precipitation line equation Go through regression handling, the precipitation equation is: δ D=7 54 δ 18 O+15 92( n =31),Fall down the right side in the global precipitation line shows stronger evaporation feature, and reflects the disequilibrium level on the Raleigh Fraction in rainfall cloud transportation proceeding. 展开更多
关键词 PRECIPITATION ISOTOPE composition rainfall motion SOUTH TIBET
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Statistical Analysis of Climatic Data:Case of Temperature and Rainfall
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作者 Gabriel Habiyaremye Jiwen Ge +2 位作者 Jean de la Paix Mupenzi Balogun Waheed Oyelola Jean de Dieu Bazimenyera 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期122-122,共1页
Climate is a general weather condition in the air above the Earth such as wind,temperature,humidity, rain...especially at a particular time over a particular area.It is said that there is interdependence between those... Climate is a general weather condition in the air above the Earth such as wind,temperature,humidity, rain...especially at a particular time over a particular area.It is said that there is interdependence between those elements.In order to check out this connectivity, a statistical analysis between rainfall and temperature was carried out by analyzing the correlation and linear regression as well as testing the 展开更多
关键词 CLIMATE rainfall TEMPERATURE
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Analysis of Rainfall Trend and the Variation in Number of Rain Days in A Tropical Station
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作者 Nikhil Raj 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期105-105,共1页
Rainfall trend analysis has asupreme role for forecasting the rain events,which is very vital for tropics where the fluctuation in occurrence of rainfall is widespread.The local level rainfall trend analysis on the ot... Rainfall trend analysis has asupreme role for forecasting the rain events,which is very vital for tropics where the fluctuation in occurrence of rainfall is widespread.The local level rainfall trend analysis on the other side provides valuable information to cope up with the vehemence of global climate changes.The present study analyses the trend in the rainfall and number of rain days in a tropical town ship,Pattambi,located in the Bharathapuzha River basin of Kerala state of India.We used Man-Kendall rank correlation statistics to see the variations 展开更多
关键词 TREND ANALYSIS rainfall RAIN DAYS Pattambi Man-Kendall rank correlation
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Application of Wavelet Random Coupling Model in Monthly Rainfall Prediction
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作者 DONG Lili XU Shuqin LIU Yang WANG Yunhe 《Journal of Northeast Agricultural University(English Edition)》 CAS 2011年第4期65-69,共5页
A Trous algorithm of wavelet transform was used to decompose wavelet signal, and the cross-correlation analysis was used to analyze the sequence of each wavelet transform, and then the mathematical model correspond wi... A Trous algorithm of wavelet transform was used to decompose wavelet signal, and the cross-correlation analysis was used to analyze the sequence of each wavelet transform, and then the mathematical model correspond with wavelet transform sequence was established, finally wavelet random coupling model was obtained by wavelet reconstruction algorithm. Then, according to the rainfall data in crop growth period of Farm Chahayang from 1956 to 2008, the wavelet random coupling model was established to fit the model prediction test. The results showed that the prediction and fitting accuracy of the model was high, the model could reflect the rainfall variation regulation in the region, and it was a practical prediction model. It was very important for us to determine reasonably irrigation schedule and to use efficiency coefficient of precipitation resource. 展开更多
关键词 wavelet random coupling model Farm Chahayang rainfall forecast Trous algorithm
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Studies of Rainfall Induced Landslides Along NH-39 of Manipur,India
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作者 Th.Dolendro Singh 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期53-54,共2页
Landslide is one of the most frequently occurring natural hazards in Manipur which is a tectonically active area.Rainfall-induced landslides are studied along NH-39 to find out the impact of rainfall.Though rainfall-i... Landslide is one of the most frequently occurring natural hazards in Manipur which is a tectonically active area.Rainfall-induced landslides are studied along NH-39 to find out the impact of rainfall.Though rainfall-induced landslides are usually shallow slips in nature and the volume of slip mass is not very large, the damage caused to the properties and infrastructures can be quite serious due to their highly frequent occurrences.NH-39,which is one of the life lines of Manipur,is regularly affected by frequent landslides during rainy season and the frequency is increasing at present as compared to the recent past.Several lands- 展开更多
关键词 rainfall-induced LANDSLIDES hazards DEM GIS
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Rainfall-runoff modeling for storm events in a coastal forest catchmen t using neural networks
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作者 WANG Yi HE Bin 《成都理工大学学报(自然科学版)》 CAS CSCD 北大核心 2008年第1期68-73,共6页
The process of transformation of rainfall into runoff over a catchment is very complex and highly nonlinear and exhibits both tempor al and spatial variabilities. In this article, a rainfall-runoff model using th e ar... The process of transformation of rainfall into runoff over a catchment is very complex and highly nonlinear and exhibits both tempor al and spatial variabilities. In this article, a rainfall-runoff model using th e artificial neural networks (ANN) is proposed for simula ting the runoff in storm events. The study uses the data from a coa stal forest catchment located in Seto Inland Sea, Japan. This article studies the accuracy of the short-term rainfall forecast obta ined by ANN time-series analysis techniques and using antecedent rainfa ll depths and stream flow as the input information. The verification results from the proposed model indicate that the approach of ANN rai nfall-runoff model presented in this paper shows a reasonable agreement in rainfall-runoff modeling with high accuracy. 展开更多
关键词 降雨径流模型 暴风雨 沿海林 集水 神经网络
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降雨和坡度对桂北岩溶石山地区水土流失的影响研究 被引量:1
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作者 顾展飞 魏海龙 +1 位作者 全鑫 刘之葵 《水利水电技术(中英文)》 北大核心 2025年第3期251-262,共12页
【目的】为识别不同条件影响下土壤流失量的变化规律以及科学防治水土流失,【方法】以桂北岩溶石山地区坡面水土流失为研究对象,基于室内人工降雨模拟试验,系统分析了不同裂隙度、不同降雨强度以及不同坡度对岩溶石山地区坡面径流、产... 【目的】为识别不同条件影响下土壤流失量的变化规律以及科学防治水土流失,【方法】以桂北岩溶石山地区坡面水土流失为研究对象,基于室内人工降雨模拟试验,系统分析了不同裂隙度、不同降雨强度以及不同坡度对岩溶石山地区坡面径流、产沙的影响;并结合水土流失野外监测数据,验证了模拟试验的准确性和有效性。【结果】结果表明:(1)裂隙度恒定,降雨强度为15 mm/h时,与坡度为0°的土壤流失量相比,坡度为3°、6°、9°的土壤流失量平均增长率为70.13%;降雨强度为30 mm/h时,相较于坡度为0°的土壤流失量,坡度为3°、6°、9°的土壤流失量平均增长率为42.53%;降雨强度为60 mm/h时,与坡度为0°的土壤流失量相比,坡度3°、6°、9°的土壤流失量平均增长率为35.07%。坡度越大地表土壤流失量越多,但土壤流失量增长速率逐渐放缓,且放缓趋势较为明显。(2)坡度、降雨强度恒定时,裂隙度对土壤流失量的影响较小,随着裂隙度的增大,土壤流失量总体呈下降趋势,并且减少幅度比较小。坡度、裂隙度恒定时,降雨强度在15~30 mm/h时,降雨强度越大地表土壤流失量增长率越大;当降雨强度大于30 mm/h,土壤流失量仍然在增大,但增长速率放缓。(3)由Pearson相关系数计算结果可知,降雨强度对水土流失量的影响程度要大于坡度对水土流失量的影响程度。坡度为3°、6°时,野外实地监测结果与室内试验结果基本保持一致,可见室内人工降雨试验适用于研究岩溶地区坡面产流特征。【结论】该研究可为桂北岩溶石山地区水土流失的防治和生态恢复提供理论指导和技术支撑。 展开更多
关键词 降雨 降雨强度 径流 水土流失 地形坡度 桂北地区
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基于稠密雨量观测的四川省复杂地形降水特征分析 被引量:3
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作者 周秋雪 康岚 +1 位作者 龙柯吉 冯良敏 《高原气象》 北大核心 2025年第2期302-310,共9页
基于四川省空间稠密的3454个站点逐小时降水资料及高精度格点海拔高度资料,对四川省7个区域近10年的降水特征进行分析。研究发现:(1)四川省汛期雨量有三个大值中心:盆地西南部雅安、盆地西北部安州区和攀西地区南部盐边,其中安州区是全... 基于四川省空间稠密的3454个站点逐小时降水资料及高精度格点海拔高度资料,对四川省7个区域近10年的降水特征进行分析。研究发现:(1)四川省汛期雨量有三个大值中心:盆地西南部雅安、盆地西北部安州区和攀西地区南部盐边,其中安州区是全省的大暴雨中心,汛期雨量主要由R_(24)≥100 mm的天气过程贡献。(2)受山脉走向和地形陡峭程度影响,盆周大值区形态和等值线梯度均有明显差异,且累积雨量越大,站点越向山脉迎风坡集中。(3)夜雨比率自西南向东北逐渐减弱,其中攀枝花夜雨比率为全省最大。(4)大雨及以上量级的强降水雨日分布与地形关系密切,大暴雨日站点仅分布在盆地西部与高原的陡峭过渡区。另外盆地西北部暴雨日中出现小时雨强≥50 mm·h^(-1)的站点比率最高。(5)相较持续性大雨而言,持续性暴雨的站点分布受迎风坡地形影响更加显著。 展开更多
关键词 四川 强降水 陡峭地形 夜雨 汛期
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1961—2023年中国降雨侵蚀力变化特征及未来趋势预估 被引量:1
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作者 高歌 陈涛 徐沅鑫 《农业工程学报》 北大核心 2025年第4期50-58,共9页
为水土流失预防和科学治理提供参考,基于1961—2023年中国均一化逐日降水资料对降雨侵蚀力进行估算,并结合侵蚀性降雨特征开展降雨侵蚀力变化趋势和成因分析,并探讨降雨侵蚀力的极端变化,在此基础上,摸清中国及十大流域降雨侵蚀力变化... 为水土流失预防和科学治理提供参考,基于1961—2023年中国均一化逐日降水资料对降雨侵蚀力进行估算,并结合侵蚀性降雨特征开展降雨侵蚀力变化趋势和成因分析,并探讨降雨侵蚀力的极端变化,在此基础上,摸清中国及十大流域降雨侵蚀力变化危险状况,并基于Hurst方法预估未来变化趋势。结果表明:1)1961—2023年,中国及东南诸河、西北诸河流域年降雨侵蚀力呈现显著增加趋势,西南诸河流域则呈现显著减少趋势,其余大多数流域增加趋势不明显;2)中国及十大流域大多年侵蚀性降雨量、雨日、平均降雨强度增加,其中平均降雨强度和/或降雨量的变化为大多数流域年降雨侵蚀力变化的主要成因;3)中国大部地区年最大日降雨侵蚀力增加,10年一遇次降雨侵蚀力1961—2023年相比1961—1990年呈增加的站点比例多达64.3%;4)近60年来,中国大部地区降雨侵蚀力变化具有危险性,站点比例达80%,其中降雨侵蚀力总量及极端都呈增加变化的类型在各流域均最为突出、范围最大;5)除西南诸河流域外,预估大多数流域年降雨侵蚀力未来变化趋势将均以持续增加为主。目前和未来气候条件对中国水土流失治理不容乐观,需根据降雨侵蚀力变化特点,因地制宜制定长期规划和采取有效措施。 展开更多
关键词 降雨 侵蚀 变化 极端 趋势预估
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极端降雨下黄土体灾变机制与滑坡风险防控 被引量:1
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作者 范文 邓龙胜 +8 位作者 于渤 魏亚妮 梁鑫 魏心声 于宁宇 苑伟娜 梁佳宇 宋宇飞 张宝庆 《地球科学与环境学报》 北大核心 2025年第3期285-312,F0002,共29页
受全球气候变化的影响,黄土高原极端降雨事件频发,严重威胁人民群众生命财产安全。极端降雨下的黄土滑坡出现3个新特点:点多面广危害大、突发性强监测难、链生性强防控难。同时,黄土体灾变过程也发生新的变化:水文响应速度加快、渗流模... 受全球气候变化的影响,黄土高原极端降雨事件频发,严重威胁人民群众生命财产安全。极端降雨下的黄土滑坡出现3个新特点:点多面广危害大、突发性强监测难、链生性强防控难。同时,黄土体灾变过程也发生新的变化:水文响应速度加快、渗流模式显著变化;水-土相互作用加速、黄土体损伤劣化加剧;灾害防控从单一灾害向系统性防御转变。这给黄土滑坡灾害评价和防控带来很多新的难题,需要进一步研究黄土体多尺度灾变演化机理及风险演进机制,开展黄土地质灾害“区域-流域-斜坡”多尺度协同预警与风险防控,以应对极端降雨下黄土高原灾害新形势。系统梳理了黄土高原极端降雨规律、降雨作用下坡面流和坡体入渗规律、极端天气斜坡破坏模式、灾变力学机制和风险防控技术等方向最新研究进展;在此基础上,总结了本团队采用试验研究、理论分析、数值模拟、机器学习算法等方法得到的相关研究成果,可为黄土高原的防灾减灾提供理论依据和技术支持。 展开更多
关键词 滑坡 极端降雨 灾变力学 风险防控 气候变化 黄土高原
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紫色土弃渣体坡面产流产沙对坡度和降雨强度的响应分析 被引量:2
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作者 郭天雷 梅雪 +5 位作者 任顺华 石劲松 孙昆 魏建锋 王玉林 刘文祥 《水土保持研究》 北大核心 2025年第4期11-17,25,共8页
[目的]探究坡度和降雨强度对紫色土弃渣体坡面侵蚀特征的影响,为生产建设项目弃渣场规范设计及弃渣体坡面水土流失防治提供科学支撑。[方法]以金刚沱弃渣场弃渣体为研究对象,结合渝西水资源配置工程沿线降雨特征和弃渣场堆置特点,设计了... [目的]探究坡度和降雨强度对紫色土弃渣体坡面侵蚀特征的影响,为生产建设项目弃渣场规范设计及弃渣体坡面水土流失防治提供科学支撑。[方法]以金刚沱弃渣场弃渣体为研究对象,结合渝西水资源配置工程沿线降雨特征和弃渣场堆置特点,设计了2种坡比(1∶2.5,1∶2)和3种不同降雨强度(60,90,120 mm/h),开展紫色土弃渣体坡面侵蚀产流产沙试验。[结果]90,120 mm/h降雨强度下初始产流时间分别比60 mm/h降雨强度缩短了30.15%和56.62%,坡比1∶2的初始产流时间分别比坡比1∶2.5的缩短了8.45%和36.11%。坡比1∶2.5,1∶2的径流率达到稳定所需时间分别为20 min和10 min,两者累计径流量无显著差异。两种坡比坡面含沙率和产沙率在不同降雨强度下表现差异,累计产沙量大小顺序则表现为120 mm/h>90 mm/h>60 mm/h。坡度和降雨强度贡献分析表明,90,120 mm/h降雨强度条件下坡度的贡献率分别为28.57%和12.92%,90,120 mm/h降雨强度的贡献率分别为71.43%,87.08%。[结论]紫色土弃渣体坡面产流产沙受坡度和降雨强度的影响,其中降雨强度是主要影响因素。 展开更多
关键词 弃渣体 坡比 降雨强度 产流 产沙量
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含降雨量修正的台风灾害下输电杆塔数据机理联合故障概率预测 被引量:3
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作者 侯慧 徐海峰 +3 位作者 王少华 谷山强 王振国 苏杰 《高电压技术》 北大核心 2025年第4期1654-1662,共9页
针对以往研究往往侧重台风或暴雨等单一灾害下的输电杆塔故障,忽视了台风灾害携带暴雨共同威胁输电杆塔安全。为此建立含降雨量修正的台风灾害下输电杆塔数据机理联合故障概率预测模型,以准确预测台风与暴雨复合作用下输电杆塔故障概率... 针对以往研究往往侧重台风或暴雨等单一灾害下的输电杆塔故障,忽视了台风灾害携带暴雨共同威胁输电杆塔安全。为此建立含降雨量修正的台风灾害下输电杆塔数据机理联合故障概率预测模型,以准确预测台风与暴雨复合作用下输电杆塔故障概率。首先,在数据驱动部分,通过生成对抗网络(generative adversarial network,GAN)解决数据量不足、数据信息不均衡等问题,并以支持向量回归、岭回归、随机森林、K近邻、极端随机树及自适应提升算法等6种机器学习算法预测输电杆塔故障概率。其次,在机理驱动部分,考虑降雨量对输电杆塔的影响,通过降雨雨压模型,计算降雨修正系数修正输电杆塔的故障概率。最后,以2022年登陆浙江省舟山市的台风“梅花”为例进行仿真验证,算例表明所提模型与实际情况更为相符,可精准地预测输电杆塔故障概率。 展开更多
关键词 台风灾害 降雨 输电杆塔 机器学习 生成对抗网络 故障概率预测
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重庆市不同生态功能区的降雨侵蚀时空分异研究 被引量:1
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作者 龙训建 李天阳 +4 位作者 罗宏森 叶琰 叶勇 张钰欣 王子衿 《西南大学学报(自然科学版)》 北大核心 2025年第6期162-174,共13页
水土流失是影响区域生态安全的重要因素,深入了解区域降雨侵蚀时空异质性有利于更有针对性地实施水土保持措施。基于重庆市32个国家级气象站点2009-2022年逐小时降雨数据,应用降雨侵蚀力简易模型计算了研究区内不同生态功能区的降雨侵... 水土流失是影响区域生态安全的重要因素,深入了解区域降雨侵蚀时空异质性有利于更有针对性地实施水土保持措施。基于重庆市32个国家级气象站点2009-2022年逐小时降雨数据,应用降雨侵蚀力简易模型计算了研究区内不同生态功能区的降雨侵蚀力和侵蚀密度的时空分异性。结果表明:(1)各生态功能区的降雨侵蚀力和侵蚀密度年际变化的标准差为340.01~687.17 MJ·mm/(hm^(2)·h)和0.15~0.21 MJ/(hm^(2)·h·a),变异系数为0.16~0.25和0.05~0.08;年内分布表现为夏季最高,冬季最低,其中夏季降雨侵蚀力占比50.78%~55.72%;侵蚀密度作为非共识性指标,在揭示侵蚀风险方面比降雨侵蚀力更为敏感。(2)在年际变化中,降雨侵蚀力的年均值高值区主要分布在大巴山生态屏障区和三峡库区核心区生态涵养区的部分区域,低值区位于丘陵谷地生态品质提升区;年降雨侵蚀力最大值出现在2021年大巴山生态屏障区的城口县,达4 676.44 MJ·mm/(hm^(2)·h),最小值出现在2011年丘陵谷地生态品质提升区的永川区,仅806.25 MJ·mm/(hm^(2)·h);季节尺度上,春季高值区发生在武陵山生态屏障区,夏、秋时段的高值区出现在大巴山生态屏障区和三峡库区核心区生态涵养区以中山地貌为主的区域,冬季整体变化较弱。(3)降雨侵蚀密度的空间分布特征表明,高值区分布在大巴山生态屏障区,低值区分布在大娄山生态屏障区;季节尺度上的高值区存在空间差异,春季高值区发生在武陵山生态屏障区,夏季高值区发生在大巴山生态屏障区和丘陵谷地生态品质提升区的部分区域,秋、冬季高值区发生在三峡库区核心区生态涵养区。 展开更多
关键词 水土保持 降雨侵蚀力 侵蚀密度 生态功能区
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