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基于用户实时行为的Slope One模型与算法 被引量:2
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作者 陈洁 潘郁 +1 位作者 张振海 潘芳 《运筹与管理》 CSSCI CSCD 北大核心 2015年第1期89-92,共4页
以技术创新平台为背景,针对原有协同过滤算法推荐滞后以及算法可扩展性差的问题,根据用户的实时反馈,在Slope One算法的基础上,提出了更新增量机制,分解出固定因子以及增量因子,当用户对项目的评分改变时,只需更新增量因子,提高了算法... 以技术创新平台为背景,针对原有协同过滤算法推荐滞后以及算法可扩展性差的问题,根据用户的实时反馈,在Slope One算法的基础上,提出了更新增量机制,分解出固定因子以及增量因子,当用户对项目的评分改变时,只需更新增量因子,提高了算法的可扩展性,更精确地反应了用户的兴趣变化。经算例验证,该算法在保证推荐精度的同时可以有效地缩短推荐时间。 展开更多
关键词 管理科学与工程 增量更新机制 slope one 算法 用户行为 实时推荐
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一种改进Slope One的学习推荐算法 被引量:4
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作者 刘毓 何锐 《西安邮电大学学报》 2017年第4期105-108,共4页
针对协同过滤算法的推荐精度不足问题,提出一种改进的Slope One算法。以基于用户协同过滤算法为前提,使用皮尔逊相似性计算用户间相似度,利用Top-N方法对相似用户进行筛选,把最相似用户作为邻居集,再结合加权Slope One算法,预测项目评分... 针对协同过滤算法的推荐精度不足问题,提出一种改进的Slope One算法。以基于用户协同过滤算法为前提,使用皮尔逊相似性计算用户间相似度,利用Top-N方法对相似用户进行筛选,把最相似用户作为邻居集,再结合加权Slope One算法,预测项目评分,实现对用户个性化精准推荐。实验结果表明,在数据稀疏的条件下,改进算法的预测精确度优于基于用户的协同过滤算法和Slope One算法,提高了推荐质量。 展开更多
关键词 协同过滤算法 slope one算法 数据稀疏
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基于改进的双极Slope One算法的农业信息推荐模型研究 被引量:1
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作者 张启宇 宋瑶 +1 位作者 陈英义 封文杰 《安徽农业科学》 CAS 2014年第29期10394-10396,共3页
为了在海量信息中为用户提供有价值的信息,个性化在线推荐系统是农业信息化综合服务平台的重要组成部分。Slope One算法因简单高效被许多在线推荐系统使用。对Slope One算法进行研究,并结合农业信息化综合服务平台的特点,提出了农业信... 为了在海量信息中为用户提供有价值的信息,个性化在线推荐系统是农业信息化综合服务平台的重要组成部分。Slope One算法因简单高效被许多在线推荐系统使用。对Slope One算法进行研究,并结合农业信息化综合服务平台的特点,提出了农业信息推荐模型。该模型按资源类别把用户评分矩阵划分为评分子矩阵,在此基础上采用杰卡德统一算子距离相似度算法建立用户类别近邻用户,采用改进的双极Slope One算法和Item user average算法相结合的方式对未访问资源进行评分预测,有效降低计算量,并提高了评分预测精度,既适合稠密数据集,又适合稀疏数据集。 展开更多
关键词 杰卡德统一算子距离相似度算法 双极slope one算法 ITEM user average算法 农业信息 个性化推荐
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基于项目属性相似和MapReduce并行化的Slope One算法 被引量:2
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作者 胡旭 鲁汉榕 +1 位作者 陈新 周国安 《空军预警学院学报》 2015年第1期54-58,67,共6页
针对Slope One算法存在预测精度依赖于用户对待预测项目的评分数量的缺陷,提出了一种基于项目属性相似度和Map Reduce并行化的Slope One算法.首先计算项目间的属性相似度,并将其与Slope One算法相融合以提高预测精度,然后在Hadoop平台... 针对Slope One算法存在预测精度依赖于用户对待预测项目的评分数量的缺陷,提出了一种基于项目属性相似度和Map Reduce并行化的Slope One算法.首先计算项目间的属性相似度,并将其与Slope One算法相融合以提高预测精度,然后在Hadoop平台上对改进算法基于Map Reduce进行并行化实现.在Movie Lens数据集上的实验结果表明,相对于Slope One算法和加权Slope One算法,本文提出的改进Slope One算法具有更高的预测精度,并更适用于大规模数据集. 展开更多
关键词 slope one算法 属性相似度 MapReduce并行化
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个性化推荐及Slope One算法
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作者 李苗苗 《电子科技》 2016年第12期97-100,共4页
针对个性化推荐问题,Slope One算法具有关键性的作用,且是个性化推荐的重要算法。Slope One是属于协同过滤推荐的一种形式,运算简单、高效,但也存在一些问题。文中介绍了标准Slope One算法、加权Slope One算法的事例和数学表达式,研究... 针对个性化推荐问题,Slope One算法具有关键性的作用,且是个性化推荐的重要算法。Slope One是属于协同过滤推荐的一种形式,运算简单、高效,但也存在一些问题。文中介绍了标准Slope One算法、加权Slope One算法的事例和数学表达式,研究了在这两种模型基础上的优化,通过研究汇总数理运算过程。描绘了Slope One算法在现实生活中的应用并进行了推广,展望了Slope One算法发展前景。 展开更多
关键词 个性化推荐 slope one算法 协同过滤
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融合改进加权Slope One的协同过滤算法 被引量:6
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作者 王家华 谈国新 +2 位作者 张文元 王阳 杨观赐 《微电子学与计算机》 北大核心 2020年第4期37-42,共6页
针对传统协同过滤算法中存在的数据稀疏性问题,提出一种融合改进加权Slope One的协同过滤算法.该算法首先使用改进后的Slope One算法计算出的评分预测值,对初始的用户-评分矩阵进行有效填充,然后在新的评分矩阵上通过基于内存的协同过... 针对传统协同过滤算法中存在的数据稀疏性问题,提出一种融合改进加权Slope One的协同过滤算法.该算法首先使用改进后的Slope One算法计算出的评分预测值,对初始的用户-评分矩阵进行有效填充,然后在新的评分矩阵上通过基于内存的协同过滤算法进行预测与推荐.经改进Slope One算法填充后的矩阵不仅大大降低了原始评分矩阵的稀疏性,同时也避免了回填数据过于单一的问题.在MovieLens-100k数据集上对文中算法进行仿真实验,结果表明,改进算法有效降低了MAE和RMSE,在提高推荐准确度的同时也缓解了数据稀疏性的问题. 展开更多
关键词 加权slope one 项目相似度 协同过滤 矩阵填充 数据稀疏性
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一种改进相似度计算的Slope One推荐算法 被引量:4
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作者 张圣筛 陈家琪 《电子科技》 2017年第10期116-118,122,共4页
Slope One算法在其用户项目评分矩阵稀疏的情况下,其推荐效果不佳。为了提高推荐准确率,文中提出一种改进用户项目相似度计算方法的Slope One推荐算法。通过改进项目属性相似性计算方法,并将项目自身属性与用户项目评分相结合计算新的... Slope One算法在其用户项目评分矩阵稀疏的情况下,其推荐效果不佳。为了提高推荐准确率,文中提出一种改进用户项目相似度计算方法的Slope One推荐算法。通过改进项目属性相似性计算方法,并将项目自身属性与用户项目评分相结合计算新的项目相似度。分析实验结果表明,该方法能效地解决推荐精度,提高推荐准确率,并能在一定程度上解决稀疏性问题。 展开更多
关键词 slope one 个性化推荐 相似度 稀疏性
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基于时间因子的Slope One协同过滤推荐算法 被引量:3
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作者 陆胜伟 唐振民 吕建勇 《信息技术》 2016年第10期1-5,共5页
在个性化推荐系统使用的各种各样的技术中,协同过滤算法一直备受关注。然而在实际应用中,由于用户评价过的项目相对于总项目数可谓是冰山一角,数据的稀疏性严重影响了推荐系统的推荐质量。在加权Slope One算法的基础上提出一种改进算法... 在个性化推荐系统使用的各种各样的技术中,协同过滤算法一直备受关注。然而在实际应用中,由于用户评价过的项目相对于总项目数可谓是冰山一角,数据的稀疏性严重影响了推荐系统的推荐质量。在加权Slope One算法的基础上提出一种改进算法,考虑了时间因子,从时间跨度和时间序列等角度重新评估已评分项目对未评分项目的评分权重。实验表明,算法在解决稀疏性的同时,拥有更高的准确率。 展开更多
关键词 协同过滤 数据稀疏性 slope one 时间
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基于加权二部图的Slope One推荐算法 被引量:3
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作者 王冉 徐怡 +1 位作者 胡善忠 何明慧 《微电子学与计算机》 CSCD 北大核心 2018年第3期93-98,共6页
相对协同过滤算法,Slope One算法在执行速度上更加迅速,并且易于实现.但是算法没有考虑项目之间的推荐关系,故提出了一种基于加权二部图的Slope One推荐算法.利用加权二部图推荐算法计算项目之间的推荐程度,并用计算得到的项目之间的推... 相对协同过滤算法,Slope One算法在执行速度上更加迅速,并且易于实现.但是算法没有考虑项目之间的推荐关系,故提出了一种基于加权二部图的Slope One推荐算法.利用加权二部图推荐算法计算项目之间的推荐程度,并用计算得到的项目之间的推荐程度对Slope One预测评分过程进行加权处理,由于二部图推荐算法计算得到的项目之间的推荐程度是非对称的,从而使推荐结果更加多样化.在MovieLens数据集上利用5-折交叉验证以及4种评价指标对算法进行验证,实验表明改进后的算法在提高了推荐准确性的同时也提高了推荐的多样性. 展开更多
关键词 推荐系统 slope one 加权二部图 5-折交叉验证
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Slope One-BI算法的改进及其在大数据平台的并行化 被引量:7
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作者 刘佳耀 王佳斌 《华侨大学学报(自然科学版)》 CAS 北大核心 2019年第6期786-792,共7页
针对大数据时代下Slope One算法推荐效率不高的问题,提出结合聚类和动态K近邻的双极Slope One推荐算法.首先,结合Canopy和K-medoids的聚类算法把相似的用户汇聚到一起.然后,在所属聚类中,根据用户之间相似度的具体情况动态地寻找最近邻... 针对大数据时代下Slope One算法推荐效率不高的问题,提出结合聚类和动态K近邻的双极Slope One推荐算法.首先,结合Canopy和K-medoids的聚类算法把相似的用户汇聚到一起.然后,在所属聚类中,根据用户之间相似度的具体情况动态地寻找最近邻,并用Slope One-BI算法推荐预测.最后,在Spark平台上实现并行化.在电影数据集上的实验结果表明:基于Spark平台的优化算法与其他协同过滤算法相比,推荐精度具有明显优势. 展开更多
关键词 slope one-BI算法 聚类 SPARK 推荐算法
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结合三部图综合扩散的Slope One推荐算法
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作者 王冉 徐怡 +1 位作者 何明慧 胡善忠 《微电子学与计算机》 CSCD 北大核心 2018年第4期6-11,共6页
Slope One算法在评分预测时没有考虑项目之间的推荐关系,导致推荐的准确性和多样性不高,故提出了一种结合三部图综合扩散的Slope One算法.首先在三部图中加入了项目类别节点,然后利用三部图综合扩散计算项目之间的推荐度,最后利用得到... Slope One算法在评分预测时没有考虑项目之间的推荐关系,导致推荐的准确性和多样性不高,故提出了一种结合三部图综合扩散的Slope One算法.首先在三部图中加入了项目类别节点,然后利用三部图综合扩散计算项目之间的推荐度,最后利用得到的推荐度结合Slope One进行评分预测,由于三部图综合扩散算法同时经过用户节点和项目类别节点进行扩散,并且计算得到的项目之间的推荐度是非对称的,更能体现用户兴趣.本文在MovieLens数据集上利用4种评价指标进行5-折交叉验证.实验结果表明:算法有效的提高了预测的准确度和多样性. 展开更多
关键词 推荐系统 三部图 slope one 综合扩散
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基于项目属性相似的加权Slope One算法 被引量:2
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作者 韩影 《科学技术创新》 2018年第29期7-8,共2页
本文提出了一种基于项目属性相似度的加权Slope One算法,该算法利用了用户相似性,项目相似性和项目属性的优势,对原加权Slope One算法进行了改进。
关键词 协同过滤 项目相似度 项目属性 用户相似度 slope one算法
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Control of hierarchic slope-break zones on grain shoal reservoirs and favorable exploration zones:A case study of Cambrian Xixiangchi Formation in the south slope of Leshan–Longnüsi paleouplift,Sichuan Basin,SW China
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作者 MA Tao TAN Xiucheng +6 位作者 LUO Bing HE Yuan XU Qiang HUANG Maoxuan LI Qirui LONG Hongyu HU Anping 《Petroleum Exploration and Development》 2024年第6期1521-1535,共15页
Based on 2D and 3D seismic data and well logging data,this paper studies the distribution of well-seismic stratigraphic filling and shoal controlled reservoirs of Upper Cambrian Xixiangchi Formation in the south slope... Based on 2D and 3D seismic data and well logging data,this paper studies the distribution of well-seismic stratigraphic filling and shoal controlled reservoirs of Upper Cambrian Xixiangchi Formation in the south slope of Leshan-Longnüsi paleouplift in the Sichuan Basin,to reveal the genetic relationship between stratigraphic filling,paleogeomorphology and large-scale grain shoal.(1)The Xixiangchi Formation in the study area is overlapped and filled gradually to the Leshan-Longnüsi paleouplift,but gets thin sharply due to truncation only near the denudation pinch-out line of the paleouplift.Two overlap slope break belts and one erosion slope break belt are identified,and the Xixiangchi Formation is divided into 4 members from bottom to top.(2)The filling pattern of the overlapping at the base and erosion at the top indicates that the thickness of Xixiangchi Formation can reflect the pre-depositional paleogeomorphology,and reveals that the studied area has a monoclinal geomorphic feature of plunging to southeast and being controlled by multistage slope break belts.(3)The large-scale grain shoals and shoal controlled reservoirs are developed longitudinally in the third and fourth members of the Xixiangchi Formation,and laterally in the vicinity of the multistage overlap slope break belts.(4)Overlap slope break belts are closely related to northwest trending reverse faults.The western margin of the South China Plate converging with the Qiangtang-Himalaya massif in the middle-late Cambrian resulted in the rapid uplift of the northwestern margin of the Yangtze Plate and expanding toward southeast,leaving gradually plunging multistage slope breaks and large-scale northeast grain shoal reservoir belts.Considering oil and gas test results,it is predicted that the favorable exploration zone of the grain shoal controlled reservoirs covers an area of 3340 km^(2). 展开更多
关键词 favorable exploration zone overlap slope break belt grain shoal Xixiangchi Formation south slope Sichuan Basin Leshan-Longnüsi paleouplift
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Fault characteristics and control on hydrocarbon accumulation of middle-shallow layers in the slope zone of Mahu sag, Junggar Basin, NW China 被引量:3
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作者 CHEN Yongbo CHENG Xiaogan +3 位作者 ZHANG Han LI Chunyang MA Yongping WANG Guodong 《Petroleum Exploration and Development》 2018年第6期1050-1060,共11页
The development, evolution and formation mechanism of faults and their control on the migration and accumulation of Mesozoic oil and gas in the middle-shallow layers of the slope zone of Mahu sag were studied by the i... The development, evolution and formation mechanism of faults and their control on the migration and accumulation of Mesozoic oil and gas in the middle-shallow layers of the slope zone of Mahu sag were studied by the interpretation of seismic and drilling data. Two types of faults, normal and strike-slip, are developed in the middle-shallow layers of the slope zone of the Mahu sag and they are mostly active in the Yanshanian period. They are divided into four grade faults: The grade I strike-slip faults with NWW to near EW direction are related to the left-lateral transpressive fault zones in the northwest of Junggar Basin since the end of the Triassic. The grade II faults with NE to NNE direction are the normal faults located at the junction of the fault zone and the slope zone, and their formation is related to the extension at the top of the nose-like structures in the fault zone. The grade III faults, which are also the normal faults, are the result of the extension at the top of the lower uplifts in the slope zone and differential compaction. The grade IV faults with NE direction are normal faults, which may be related to the extension environment at the tip of the lower uplifts. Faults not only are the channel for the vertical migration of oil and gas, but also control the oil-gas accumulation. There are two types of oil-gas reservoirs in the middle-shallow layers of slope zone of Mahu sag: fault block reservoirs and fault-lithologic reservoirs. They have large traps and promising exploration potential. 展开更多
关键词 JUNGGAR Basin slope Zone of Mahu SAG middle-shallow layers fault genetic mechanism nose-like structure lower uplift hydrocarbon accumulation
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Three-dimensional stability calculation method for high and large composite slopes formed by mining stope and inner dump in adjacent open pits 被引量:1
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作者 Zuchao Liang Dong Wang +4 位作者 Guanghe Li Guangyu Sun Mingyu Yu Dong Xia Chunjian Ding 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第4期507-520,共14页
The 2D limit equilibrium method is widely used for slope stability analysis.However,with the advancement of dump engineering,composite slopes often exhibit significant 3D mechanical effects.Consequently,it is of signi... The 2D limit equilibrium method is widely used for slope stability analysis.However,with the advancement of dump engineering,composite slopes often exhibit significant 3D mechanical effects.Consequently,it is of significant importance to develop an effective 3D stability calculation method for composite slopes to enhance the design and stability control of open-pit slope engineering.Using the composite slope formed by the mining stope and inner dump in Baiyinhua No.1 and No.2 open-pit coal mine as a case study,this research investigates the failure mode of composite slopes and establishes spatial shape equations for the sliding mass.By integrating the shear resistance and sliding force of each row of microstrip columns onto the bottom surface of the strip corresponding to the main sliding surface,a novel 2D equivalent physical and mechanical parameters analysis method for the strips on the main sliding surface of 3D sliding masses is proposed.Subsequently,a comprehensive 3D stability calculation method for composite slopes is developed,and the quantitative relationship between the coordinated development distance and its 3D stability coefficients is examined.The analysis reveals that the failure mode of the composite slope is characterized by cutting-bedding sliding,with the arc serving as the side interface and the weak layer as the bottom interface,while the destabilization mechanism primarily involves shear failure.The spatial form equation of the sliding mass comprises an ellipsoid and weak plane equation.The analysis revealed that when the coordinated development distance is 1500 m,the error rate between the 3D stability calculation result and the 2D stability calculation result of the composite slope is less than 8%,thereby verifying the proposed analytical method of equivalent physical and mechanical parameters and the 3D stability calculation method for composite slopes.Furthermore,the3D stability coefficient of the composite slope exhibits an exponential correlation with the coordinated development distance,with the coefficient gradually decreasing as the coordinated development distance increases.These findings provide a theoretical guideline for designing similar slope shape parameters and conducting stability analysis. 展开更多
关键词 Composite slope Destabilization mechanism 3D mechanical effect Three-dimensional stability Coordinated development distance
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Modified Sadowski formula-based model for the slope shape amplification effect under multistage slope blasting vibration
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作者 Xiaogang Wu Mingyang Wang +2 位作者 Hao Lu Yongjun Zhang Wen Nie 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第5期631-641,共11页
Blasting operations,which are crucial to open-pit mine production due to their simplicity and efficiency,require precise control through accurate vibration velocity calculations.The conventional Sadowski formula mainl... Blasting operations,which are crucial to open-pit mine production due to their simplicity and efficiency,require precise control through accurate vibration velocity calculations.The conventional Sadowski formula mainly focuses on blast center distance but neglects the amplification effect of blasting vibration waves by terraced terrain,from which the calculated blasting vibration velocities are smaller than the actual values,affecting the safety of the project.To address this issue,our model introduces the influences of slope and time into Sadowski formula to measure safety through blast vibration displacement.In the northern section of the open-pit quartz mine in Jinchang City,Gansu Province,China,the data of a continuous blasting slope project are referred to.Our findings reveal a noticeable vibration amplification effect during blasting when a multi-stage slope platform undergoes a sudden cross-sectional change near the upper overhanging surface.The amplification vibration coefficient increases with height,while vibration waves within rocks decrease from bottom to top.Conversely,platforms without distinct crosssectional changes exhibit no pronounced amplification during blasting.In addition,the vibration intensity decreases with distance as the rock height difference change propagates.The results obtained by the proposed blast vibration displacement equation incorporating slope shape influence closely agree with real-world scenarios.According to Pearson correlation coefficient(PPMCC)analysis,the average accuracy rate of our model is 88.84%,which exceeds the conventional Sadowski formula(46.92%). 展开更多
关键词 Multistage slope slope shape influence factor Continuous blasting Sadowski formula Amplification effect
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Stability analysis of loose accumulation slopes under rainfall:case study of a high‑speed railway in Southwest China
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作者 Xin Wang Qian Su +2 位作者 Zongyu Zhang Feihu Huang Chenfang He 《Railway Engineering Science》 EI 2024年第1期95-106,共12页
The high and steep slopes along a high-speed railway in the mountainous area of Southwest China are mostly composed of loose accumulations of debris with large internal pores and poor stability,which can easily induce... The high and steep slopes along a high-speed railway in the mountainous area of Southwest China are mostly composed of loose accumulations of debris with large internal pores and poor stability,which can easily induce adverse geological disasters under rainfall conditions.To ensure the smooth construction of the high-speed railway and the subsequent safe operation,it is necessary to master the stability evolution process of the loose accumulation slope under rainfall.This article simulates rainfall using the finite element analysis software’s hydromechanical coupling module.The slope stability under various rainfall situations is calculated and analysed based on the strength reduction method.To validate the simulation results,a field monitoring system is established to study the deformation characteristics of the slope under rainfall.The results show that rainfall duration is the key factor affecting slope stability.Given a constant amount of rainfall,the stability of the slope decreases with increasing duration of rainfall.Moreover,when the amount and duration of rainfall are constant,continuous rainfall has a greater impact on slope stability than intermittent rainfall.The setting of the field retaining structures has a significant role in improving slope stability.The field monitoring data show that the slope is in the initial deformation stage and has good stability,which verifies the rationality of the numerical simulation method.The research results can provide some references for understanding the influence of rainfall on the stability of loose accumulation slopes along high-speed railways and establishing a monitoring system. 展开更多
关键词 High-speed railway Loose accumulation slope slope stability analysis Rainfall effect Strength reduction
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Stability assessment of tree ring growth of Pinus armandii Franch in response to climate change based on slope directions at the Lubanling in the Funiu Mountains,China
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作者 Jinkuan Li Jianfeng Peng +4 位作者 Xiaoxu Wei Meng Peng Xuan Li Yameng Liu Jiaxin Li 《Journal of Forestry Research》 SCIE EI CAS CSCD 2024年第2期197-208,共12页
Global warming will affect growth strategies and how trees will adapt.To compare the response of tree radial growth to climate warming in different slope directions,samples of Pinus armandii Franch were collected and ... Global warming will affect growth strategies and how trees will adapt.To compare the response of tree radial growth to climate warming in different slope directions,samples of Pinus armandii Franch were collected and treering chronologies developed on northern and western slopes from the Lubanling in the Funiu Mountains.Correlation analyses showed that two chronologies were mainly limited by temperatures in the previous June–August and the combination of temperatures and moisture in the current May–July.The difference of the climate response to slopes was small but not negligible.Radial growth of the LBL01 site on the northern slope was affected by the combined maximum and minimum temperatures,while that of the LBL02 site was affected by maximum temperatures.With regards to moisture,radial growth of the trees on the north slope was influenced by the relative humidity in the current May–July,while on the western slope,it was affected by the relative humidity in the previous June–August,the current May–July and the precipitation in the current May–July.With the change in climate,the effects of the main limiting factors on growth on different slopes were visible to a certain extent,but the differences in response of trees on different slopes gradually decreased,which might be caused by factors such as different slope directions and the change in diurnal temperature range.These results may provide information for forest protection and ecological construction in this region,and a scientific reference for future climate reconstruction. 展开更多
关键词 Tree ring width Lubanling Pinus armandii Franch slope direction Climate response
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Stability assessment of tree ring growth of Pinus armandii Franch in response to climate change based on slope directions at the Lubanling in the Funiu Mountains,China
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作者 Jinkuan Li Jianfeng Peng +4 位作者 Xiaoxu Wei Meng Peng Xuan Li Yameng Liu Jiaxin Li 《Journal of Forestry Research》 SCIE EI CAS CSCD 2024年第3期87-98,共12页
Global warming will affect growth strategies and how trees will adapt.To compare the response of tree radial growth to climate warming in different slope directions,samples of Pinus armandii Franch were collected and ... Global warming will affect growth strategies and how trees will adapt.To compare the response of tree radial growth to climate warming in different slope directions,samples of Pinus armandii Franch were collected and tree-ring chronologies developed on northern and western slopes from the Lubanling in the Funiu Mountains.Correlation analyses showed that two chronologies were mainly limited by temperatures in the previous June-August and the com-bination of temperatures and moisture in the current May-July.The difference of the climate response to slopes was small but not negligible.Radial growth of the LBLO1 site on the northern slope was affected by the combined maximum and minimum temperatures,while that of the LBLO2 site was affected by maximum temperatures.With regards to moisture,radial growth of the trees on the north slope was influenced by the relative humidity in the current May-July,while on the western slope,it was affected by the relative humidity in the previous June-August,the current May-July and the precipitation in the current May-July.With the change in climate,the effects of the main limiting factors on growth on different slopes were visible to a certain extent,but the differences in response of trees on different slopes gradually decreased,which might be caused by factors such as different slope directions and the change in diurnal temperature range.These results may provide information for forest protection and ecological construction in this region,and a scientific reference for future climate reconstruction. 展开更多
关键词 Tree ring width Lubanling Pinus armandi Franch slope direction Climate response
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Instability mechanisms of slope in open-pit coal mines:From physical and numerical modeling
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作者 Guanghe Li Zihuan Hu +5 位作者 Dong Wang Laigui Wang Yanting Wang Lichun Zhao Hongjun Jia Kun Fang 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第11期1509-1528,共20页
The stability of open-pit mine slopes is crucial for safe and efficient mining operations.However,the presence of weak interlayers poses significant challenges in maintaining the stability of slopes.To explore the imp... The stability of open-pit mine slopes is crucial for safe and efficient mining operations.However,the presence of weak interlayers poses significant challenges in maintaining the stability of slopes.To explore the impact of the rock arching effect on slopes during excavation,understand the deformation zones and evaluation stages in such environments,and analyze the formation and characteristics of cracks,this study investigated the instability mechanism of open-pit mine slopes with weak interlayers through physical and numerical modeling.Focusing on the Zaharnur open-pit coal mine in China as a prototype,a sophisticated physical model test employing particle image velocimetry and Brillouin optical frequency domain analysis was conducted to comprehensively analyze the displacement and strain variation characteristics of open-pit mine slopes.The displacement,strain,stress redistribution,and failure processes of slopes under excavation were comprehensively analyzed through physical and numerical modeling.The results showed that the slope model exhibited a strain pattern in which the strain incrementally increased from its center toward the edges,and the landslide thrust was converted into an internal force along the arch axis and transmitted to the supports.The concept of the rock arching effect specific to soft rocks was proposed,shedding new light on an important phenomenon specific to open-pit slopes with weak interlayers.Based on its deformation characteristics,the slope could be divided into three areas:The excavation influence area,the crack area and the failure area.In addition,the ratios of the height and width of the outermost cracks to the excavation width fluctuated in the ranges of 0.36–0.49 and0.72–1.00,respectively.These findings contribute to a better understanding of the instability mechanisms in open-pit mine slopes with weak interlayers and provide valuable guidelines for safe mining practices. 展开更多
关键词 Open-pit mine slopes Instability mechanisms Rock arching Particle image velocimetry Strain monitoring
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