期刊文献+
共找到478篇文章
< 1 2 24 >
每页显示 20 50 100
Siberian Fan Reliefs and the Tunguska Cosmic Body 被引量:2
1
作者 Valery V. Burmakin Alexander Yastrebov 《Natural Science》 2021年第12期510-517,共8页
Unusual reliefs on the Earth’s surface were found in aerial photographs of Eastern Siberia in the late 20</span><sup><span style="font-family:Verdana;">th</span></sup><span ... Unusual reliefs on the Earth’s surface were found in aerial photographs of Eastern Siberia in the late 20</span><sup><span style="font-family:Verdana;">th</span></sup><span style="font-family:Verdana;"> century. The facts justifying the connection are given by Siberian Fan Reliefs and the Tunguska Cosmic Body. It is most natural to assume that we are dealing with the falling of numerous fragments of a collapsed comet. The more likely version is that the comet is captured by the Earth-Moon system and remains in Earth orbit for some time. 展开更多
关键词 Siberian Fan reliefs Tunguska Catastrophe Tunguska Cosmic Body
在线阅读 下载PDF
Siberian Fan Reliefs 被引量:2
2
作者 Olga G. Gladysheva Alexander Yastrebov 《Natural Science》 2021年第8期372-380,共9页
Unusual reliefs on the Earth’s surface were found in aerial photographs of Eastern Siberia in the late 20<sup>th</sup> century. These reliefs consist of several tens (up to hundreds) of stripes that have ... Unusual reliefs on the Earth’s surface were found in aerial photographs of Eastern Siberia in the late 20<sup>th</sup> century. These reliefs consist of several tens (up to hundreds) of stripes that have arisen as a result of the destruction of vegetation and the surface layer of the ground. Structures of stripes are extended, ranging in size from 6 km to ≥20 km, with a width of several kilometers. Every strip (scratch on the ground) is roughly estimated to be up to 50 m wide and ≥500 m long. The stripes start from one edge of the relief and stretch at inter-vals to the other, slightly diverging symmetrically from the central axis. It was determined that these reliefs are not associated with the movement of soil (avalanches, mudflows) or with the impact of air currents (hurricanes, storm, tornado). Geographically, these struc-tures of stripes are located within a circle with a radius of 770 km, described around the epicenter of the Tunguska catastrophe. 展开更多
关键词 Siberian Fan reliefs Tunguska Catastrophe
在线阅读 下载PDF
基于可穿戴传感器组合部署的猪只行为识别研究
3
作者 何金成 杨万林 +1 位作者 刘涛 庄俊玮 《中国农机化学报》 北大核心 2025年第4期42-49,共8页
猪只行为监测是实现猪只智能化、精细化养殖的关键技术。采用姿态传感器,设计两种可穿戴设备,分别部署在试验猪的背部和颈部,采集俯卧、侧卧、采食、站立、行走、犬坐和排泄7种日常行为数据。采集的行为数据集有3种,分为单源部署(背部... 猪只行为监测是实现猪只智能化、精细化养殖的关键技术。采用姿态传感器,设计两种可穿戴设备,分别部署在试验猪的背部和颈部,采集俯卧、侧卧、采食、站立、行走、犬坐和排泄7种日常行为数据。采集的行为数据集有3种,分为单源部署(背部或颈部)和组合部署(背部+颈部)。采集的信号进行小波降噪、数据信号的选取、数据分割、时域特征提取、Relief算法特征选择等数据处理,其中Relief算法特征选择结合BP神经网络和随机森林算法确定特征保留数,以处理好的数据进行输入,建立BP神经网络、随机森林、卷积神经网络和极限学习机4种分类模型,比较各模型性能。结果表明,组合部署的总体准确率明显高于单源部署。BP神经网络、随机森林、卷积神经网络和极限学习机在组合部署的分类准确率分别为90.59%、87.14%、91.67%和82.5%。综合各种评价指标,组合部署的分类模型以CNN卷积神经网络最佳。两个姿态传感器组合部署及融合信息可以很好地对猪只行为进行分类,研究结果对猪只日常行为监测和健康评估有重要意义。 展开更多
关键词 猪只行为 部署位置 可穿戴设备 姿态传感器 RELIEF算法 卷积神经网络
在线阅读 下载PDF
融合K-means聚类和标记相关性的多标记Relief特征选择 被引量:1
4
作者 丰昌武 孙林 《聊城大学学报(自然科学版)》 2025年第1期122-134,共13页
现有Relief算法在利用标记相关性方面存在不足,忽视了局部标记相关性所提供的宝贵信息。针对这一问题,提出了一种融合K-means聚类与标记相关性的多标记Relief特征选择方法。首先,为充分考虑样本标记相关性,采用K-means聚类算法对样本进... 现有Relief算法在利用标记相关性方面存在不足,忽视了局部标记相关性所提供的宝贵信息。针对这一问题,提出了一种融合K-means聚类与标记相关性的多标记Relief特征选择方法。首先,为充分考虑样本标记相关性,采用K-means聚类算法对样本进行聚类,将其划分到不同的簇中,从而构建样本的局部标记空间。其次,定义了所有样本在特征上的欧式距离,以此衡量样本的全局标记相关性。同时,改进了传统的余弦相似度,使用L1范数的平方根进行优化,并在局部标记空间中应用改进的余弦相似度,以有效获取样本的局部标记相关性。最后,在Relief算法的基础上,融合了样本的全局标记相关性与局部标记相关性,以此作为衡量样本相似度的依据,进而判别最近邻同类样本与最近邻异类样本,最终获得特征权重。为评估所提算法的性能,在10个多标记数据集上进行了对比测试,实验结果证明,与其他多标记特征选择算法相比,本算法具有显著优势。 展开更多
关键词 多标记学习 特征选择 K-MEANS聚类 标记相关性 RELIEF算法
在线阅读 下载PDF
基于Relief算法的仪器仪表故障图像自动识别方法研究 被引量:1
5
作者 赵章龙 《仪器仪表用户》 2025年第2期48-50,共3页
常规的仪器仪表故障图像自动识别方法以图像分割为主,并未对正常图像与异常图像进行分类,影响了图像自动识别的准确性。为了解决这一问题,设计了基于Relief算法的仪器仪表故障图像自动识别方法。提取仪器仪表故障过程趋势特征,通过峭度... 常规的仪器仪表故障图像自动识别方法以图像分割为主,并未对正常图像与异常图像进行分类,影响了图像自动识别的准确性。为了解决这一问题,设计了基于Relief算法的仪器仪表故障图像自动识别方法。提取仪器仪表故障过程趋势特征,通过峭度值、差分趋势两方面,识别仪器仪表运行过程的异常值,从而确保故障识别的准确性。基于Relief标注仪器仪表故障图像自动识别区间,通过图像去噪、去雾等方式,得到更加准确图像,并利用Relief对图像进行分类,避免故障图像识别失误的问题。采用对比实验,验证了该方法的识别准确性更高,能够应用于实际生活中。 展开更多
关键词 RELIEF算法 仪器仪表 仪表故障 故障图像 自动识别方法
在线阅读 下载PDF
Advances in Residual Stress Relief Strategies at Ceramic/Metal Joint Interfaces
6
作者 Wang Xingxing Chen Benle +4 位作者 Jiang Yuanlong Pan Kunming Ren Xuanru Yuan Zhipeng Zhang Yulei 《稀有金属材料与工程》 北大核心 2025年第3期618-627,共10页
As service conditions become more challenging and production complexity increases,there is an increasing demand for enhanced comprehensive performance of ceramic/metal heterostructures.At present,brazing technique has... As service conditions become more challenging and production complexity increases,there is an increasing demand for enhanced comprehensive performance of ceramic/metal heterostructures.At present,brazing technique has been widely utilized for ceramic-metal heterogeneous joints.However,the residual stress relief in these welding joints is complicated and necessary.Because metals and ceramics have different properties,especially their coefficients of thermal expansion.Welding joints exhibit large residual stresses during the cooling process.The relatively high residual stresses may significantly degrade the joint properties.For this issue,four alleviation routes were reviewed:optimization of process parameters,setting an intermediate layer,surface structure modulation and particle-reinforced composite solder.The states and distribution patterns of residual stress in ceramic-metal brazed joints were summarized,and the generation and detection of residual stress were introduced.Eventually,upcoming prospects and challenges of residual stress research on ceramic/metal heterostructures were pointed out. 展开更多
关键词 ceramics METALS BRAZING interfacial residual stress stress relief
原文传递
一种用于遥感影像信息提取的改进Relief算法
7
作者 王宇豪 曹红新 +2 位作者 秦增忍 王帆 朱镇 《遥感信息》 北大核心 2025年第1期71-78,共8页
针对Relief算法的特征权重受样本随机性影响较大、不适用于多类别间的特征选择且无法自动确定特征阈值等不足,提出了一种改进的Relief算法,用于面向对象的遥感影像信息提取。新算法基于正态分布改进Relief算法的样本抽样策略和特征权重... 针对Relief算法的特征权重受样本随机性影响较大、不适用于多类别间的特征选择且无法自动确定特征阈值等不足,提出了一种改进的Relief算法,用于面向对象的遥感影像信息提取。新算法基于正态分布改进Relief算法的样本抽样策略和特征权重更新方式,提出特征组合评判指标Cω用于多类别间特征选择,最后根据高斯混合模型自动确定特征的阈值。基于陕西省周至县地区无人机影像和湖北省巴东县地区高分六号影像的实例测试结果表明,IRelief算法不仅能有效对特征进行降维和精选,还能够自动计算特征在分类时的阈值,总体精度、Kappa系数以及其他精度评价指标均优于Relief和ReliefF算法,是一种更优的特征选择算法。 展开更多
关键词 RELIEF 特征选择 面向对象 信息提取 正态分布 高斯混合模型
在线阅读 下载PDF
Chinese NGOs Actively Participated in Myanmar Earthquake Relief
8
《International Understanding》 2025年第2期52-53,共2页
After the earthquake struck Myanmar on March 28th,China NGO Network for International Exchanges(CNIE)immediately contacted the emergency management department for the registration process of non-governmental rescue fo... After the earthquake struck Myanmar on March 28th,China NGO Network for International Exchanges(CNIE)immediately contacted the emergency management department for the registration process of non-governmental rescue forces participating in earthquake relief work and guided its member organisations and partners to orderly participate in the disaster relief. 展开更多
关键词 Chinese NGOs disaster relief Myanmar earthquake relief emergency management department registration process China NGO Network International Exchanges
在线阅读 下载PDF
Disaster analysis and lessons learned from the July 22,2024,Ethiopian landslide
9
作者 Tao Li Junxue Ma +3 位作者 Yuandong Huang Shuhui Zhang Huiran Gao Chong Xu 《Earthquake Research Advances》 2025年第3期7-14,共8页
Rainfall-induced landslides are often highly destructive.Reviewing and analyzing the causes,processes,impacts,and deficiencies in emergency response is critical for improving disaster prevention and management.From th... Rainfall-induced landslides are often highly destructive.Reviewing and analyzing the causes,processes,impacts,and deficiencies in emergency response is critical for improving disaster prevention and management.From the night of July 21 to the morning of July 22,2024,the Kencho Shacha Gozdi Village in Gezei Gofa,Southern Nations,Nationalities,and Peoples'Region,Ethiopia,suffered heavy rainfall that triggered two landslides.By July25,this event had claimed at least 257 lives.This study presents a detailed characterization of the landslides using multi-source data.By analyzing the landslide disaster process,this study summarizes key lessons and provides suggestions for preventing rainfall-induced geological hazards.The results indicate that rainfall has the greatest impact on the occurrence of landslides,while lithology and human activities have promoted and strengthened the landslide disaster.Despite the active disaster response in the local area,many problems were still exposed in the emergency response work.This analysis offers valuable insights for mitigating rainfall-induced geological hazards and enhancing emergency response capabilities. 展开更多
关键词 Rainfall-induced landslide Disaster relief Emergency response Ethiopia Lessons learned
在线阅读 下载PDF
Are changes in pain intensity related to changes in balance control in individuals with chronic non-specific low back pain? A systematic review and meta-analysis
10
作者 Daniel K.Y.Zheng Jae Q.J.Liu +12 位作者 Jeremy R.Chang Jeffrey C.Y.Ng Zhixing Zhou Jinlong Wu Chelsia K.C.Cheung Frank F.Huang Sabina M.Pinto Dino Samartzis Manuela L.Ferreira Kanchana Ekanayake Stephen Lord Xueqiang Wang Arnold Y.L.Wong 《Journal of Sport and Health Science》 2025年第3期96-108,共13页
Purpose:The aim of this study was to summarize the evidence regarding whether pain reduction in individuals with chronic non-specific low back pain(CNSLBP)following conservative interventions is related to correspondi... Purpose:The aim of this study was to summarize the evidence regarding whether pain reduction in individuals with chronic non-specific low back pain(CNSLBP)following conservative interventions is related to corresponding improvements in balance control.Methods:Randomized controlled trials were identified from 5 databases(MEDLINE,Cochrane Library,Embase,Web of Science,and PsycINFO).Two reviewers independently screened and identified relevant studies that investigated the effects of non-surgical or non-pharmacological CNSLBP treatments on both pain intensity and balance control.Meta-regression analyses were performed to establish the associations between post-treatment changes in these 2 variables.Results:Thirty one studies involving 1280 participants with CNSLBP were included.Moderate-quality evidence suggested that pain reduction was associated with and explained 34%-45%of decreases in body sway,as measured by center-of-pressure(CoP)area and CoP velocity with eyes open.However,no significant association was observed between pain reduction and CoP area or velocity in anteroposterior/mediolateral directions.Similarly,there was no significant association between pain reduction and CoP distance or radius.Low-quality evidence indicated that pain relief explained a 15%improvement in one-leg stance with eyes open but not in the eyes-closed condition.Additionally,very low-quality evidence suggested that pain relief explained a 44%decrease in the static anteroposterior stability index with eyes closed but not in the eyes-open,mediolateral,or overall conditions.Furthermore,low-quality evidence indicated that reduced pain was associated with and accounted for 25%-43%of the improved composite and posteromedial scores of the star-excursion balance test,rather than the anterior and posterolateral scores.Conclusion:Depending on the type of balance assessment,pain relief following conservative interventions may slightly to moderately enhance balance control in individuals with CNSLBP.Clinicians should pay close attention to the balance control in patients with CNSLBP,particularly among older adults. 展开更多
关键词 Conservative interventions Balance control Low back pain META-REGRESSION Pain relief
暂未订购
Cover Story
11
《Journal of Mountain Science》 2025年第4期F0004-F0004,共1页
On the title photo you can see in the background the distinctive peak of the highest mountain of the Krkono?e Mountains,and the whole Czechia,Snězka 1603 m above sea level,which is unique not only in Central Europe w... On the title photo you can see in the background the distinctive peak of the highest mountain of the Krkono?e Mountains,and the whole Czechia,Snězka 1603 m above sea level,which is unique not only in Central Europe with its size,altitude,glacial and periglacial relief and arctic-alpine tundra.In the foreground of the photograph,an inconspicuous platform with several benches and concrete blocks can be seen. 展开更多
关键词 Periglacial Relief Sn ka Krkono e inconspicuous platform Alpine Tundra concrete blocks Glacial Landforms Czechia
原文传递
Effect of ultrasonic vibration modes on the residual stress relaxation and mechanical properties of aluminum alloy
12
作者 SONG Peng-fei CAO Miao-yan +4 位作者 FU Min LI Bing WU Li-jun LI Yun-feng LIU Zheng 《Journal of Central South University》 2025年第3期1008-1023,共16页
In this work,the effect of ultrasonic vibration modes on the mechanical properties and relaxation of residual stress in 6061-T6 aluminum alloy was studied.A new ultrasonic vibration Johnson-Cook model was proposed,and... In this work,the effect of ultrasonic vibration modes on the mechanical properties and relaxation of residual stress in 6061-T6 aluminum alloy was studied.A new ultrasonic vibration Johnson-Cook model was proposed,and the relaxation and distribution of residual stress under ultrasonic vibration were predicted and analyzed using the finite element method(FEM).The mechanical properties of 6061-T6 aluminum alloy under different ultrasonic vibration modes were analyzed through experiments involving notched specimen tensile testing and scanning electron microscopy(SEM)analysis.The findings indicate that ultrasonic vibration treatment during deformation,unloading,and load-holding,as well as treatment with its natural ultrasonic frequency,can effectively release residual stress;however,treatment with its natural frequency has the highest rate of release up to 65.4%.Ultrasonic vibration treatment during deformation better inhibits fracture under the same conditions.The FEM results are in good agreement with the experimental results,and it can be used as a valid tool for predicting residual stress release under ultrasonic vibration. 展开更多
关键词 ultrasonic vibration residual stress relief finite element method Johnson-Cook model aluminum alloy
在线阅读 下载PDF
A surrogate model for estimating rock stress by a hollow inclusion strain cell in a three-layer medium
13
作者 Changkun Qin Wusheng Zhao +2 位作者 Weizhong Chen Peiyao Xie Shuai Zhou 《International Journal of Mining Science and Technology》 2025年第3期363-381,共19页
Accurate acquisition of the rock stress is crucial for various rock engineering applications.The hollow inclusion (HI) technique is widely used for measuring in-situ rock stress.This technique calculates the stress te... Accurate acquisition of the rock stress is crucial for various rock engineering applications.The hollow inclusion (HI) technique is widely used for measuring in-situ rock stress.This technique calculates the stress tensor by measuring strain using an HI strain cell.However,existing analytical solutions for stress calculation based on an HI strain cell in a double-layer medium are not applicable when an HI strain cell is used in a three-layer medium,leading to erroneous stress calculations.To address this issue,this paper presents a method for calculating stress tensors in a three-layer medium using numerical simulations,specifically by obtaining a constitutive matrix that relates strain measurements to stress tensors in a three-layer medium.Furthermore,using Latin hypercube sampling (LHS) and orthogonal experimental design strategies,764 groups of numerical models encompassing various stress measurement scenarios have been established and calculated using FLAC^(3D)software.Finally,a surrogate model based on artificial neural network (ANN) was developed to predict constitutive matrices,achieving a goodness of fit (R^(2)) of 0.999 and a mean squared error (MSE) of 1.254.A software program has been developed from this surrogate model for ease of use in practical engineering applications.The method’s accuracy was verified through numerical simulations,analytical solution and laboratory experiment,demonstrating its effectiveness in calculating stress in a three-layer medium.The surrogate model was applied to calculate mining-induced stress in the roadway roof rock of a coal mine,a typical case for stress measurement in a three-layer medium.Errors in stress calculations arising from the use of existing analytical solutions were corrected.The study also highlights the significant errors associated with using double-layer analytical solutions in a three-layer medium,which could lead to inappropriate engineering design. 展开更多
关键词 Stress measurement Over-coring stress relief method Three-layer medium Surrogate model Numerical simulation
在线阅读 下载PDF
Mechanisms of CO_(2) enhanced gas recovery in tight-sand gas reservoirs
14
作者 Zhongqun Liu Jun Niu +2 位作者 Yabing Guo Ying Jia Maolei Cui 《Energy Geoscience》 2025年第2期322-330,共9页
Experimental results from the Daniudi gas field enhance our understanding of mechanisms behind CO_(2) injection for enhanced recovery from tight-sand gas reservoirs.The results reveal that the diffusion coefficients o... Experimental results from the Daniudi gas field enhance our understanding of mechanisms behind CO_(2) injection for enhanced recovery from tight-sand gas reservoirs.The results reveal that the diffusion coefficients of CO_(2) in tight reservoirs range from 10-8m2/s to 10-9m2/s,correlating negatively with pore pressure and positively with pore radius.In these reservoirs,CO_(2) manifests a significantly higher adsorption capability compared to CH4,suggesting a competitive adsorption advantage.Further,the amount of adsorbed gas correlates negatively with core permeability and positively with pore pressure.In the late-stage depletion-drive development of tight-sand gas reservoirs,CO_(2) injection alleviates water locking and enhances gas-water flow,facilitating the recovery of trapped gas.The long-core CO_(2) flooding experiment results in a 14.11%increase in gas recovery efficiency.The effectiveness of CO_(2) -enhanced gas recovery (EGR) is primarily related to reservoir properties.Higher average permeability correlates with more effective CO_(2) -EGR.Although the rate and mode of injection have limited impacts on ultimate recovery efficiency,they influence CO_(2) breakthrough time.Specifically,a higher injection rate leads to earlier breakthrough,and the breakthrough under pulsed CO_(2) injection occurs later than that under continuous injection. 展开更多
关键词 Tight sand gas DIFFUSION Competitive adsorption Water lock relief Long core displacement Transition zone
在线阅读 下载PDF
Control technology of surrounding rock stability based on compensation theory in gob-side entry retaining with composite hard roof
15
作者 MING Can HE Manchao +2 位作者 WANG Jiong LIU Jianning COLI Massimo 《Journal of Mountain Science》 2025年第3期1029-1047,共19页
The 110-mining method,a rising and revolutionary non-pillar longwall mining method,can obviously expand coal extraction ratio and minimize roadway incidents.However,in case of composite hard roof,problems such as diff... The 110-mining method,a rising and revolutionary non-pillar longwall mining method,can obviously expand coal extraction ratio and minimize roadway incidents.However,in case of composite hard roof,problems such as difficulty in commanding the entry steadiness and insufficient fragmentation and bulking of the goaf gangue are prevalent.In this study,a 110-mining method for roadway surrounding rock stability control technology based on a compensation mechanism was proposed.First,the composite hard roof cutting short cantilever beam(SCB)model was built and the compensation mechanism including stress and space dual compensation was studied.Subsequently,the controllable elements influencing the roadway steadiness were confirmed to consequently put forward a control technology based on stress compensation for entry support and space compensation for the fragmentation and bulking of goaf gangue.The control technology was finally verified through onsite engineering experiments in terms of composite hard roof.The adoption of the 110-mining method with compensation control technology indicated good support effect on the roadway.The initial and residual expansion coefficients of the goaf gangue increased by 0.6 and 0.6,respectively,and the maximum and average working resistances of the working face support decreased by 10.9%and 13.8%,respectively.Consequently,the deformations of reserved entry decreased,and entry steadiness was enhanced.The presented technique and effects got probably have practical values for non-pillar mining functions in comparable field. 展开更多
关键词 Retained roadway Short cantilever beam Compensation theory Roadway stability control Pressure relief Industrial test
原文传递
Synergistic reinforcement using pressure releasing and energy absorbing method under hard roof:Physical model test
16
作者 Qi Wang Jiting Liu +3 位作者 Bei Jiang Zhenhua Jiang Yusong Deng Chuanjie Xu 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第9期5845-5860,共16页
During fully mechanized caving mining of thick coal seams,a large amount of strain energy accumulates in the roof,especially when the roof is thick and hard,making it difficultfor the roof to collapse naturally.When t... During fully mechanized caving mining of thick coal seams,a large amount of strain energy accumulates in the roof,especially when the roof is thick and hard,making it difficultfor the roof to collapse naturally.When the roof eventually collapses,the accumulated energy is released instantaneously,exerting a strong impact on the roadway.To address this issue,we proposed the synergistic control method of directional comprehensive pressure relief and energy-absorbing support(PREA)for roadways with hard roofs.In this study,we developed a three-dimensional physical model test apparatus for roof cutting and pressure relief.The 122108 ventilation roadway at the Caojiatan Coal Mine,which has a thick and hard roof,was taken as the engineering example.We analyzed the evolution patterns of stress and displacement in both the stope and the roadway surrounding rocks under different schemes.The PREA reinforcement mechanism for the roadway was investigated through comparative model tests between the new and original methods.The results showed that,compared to the original method,the new method reduced surrounding rock stress by up to 60.4%,and the roadway convergence decreased by up to 52.1%.Based on these results,we proposed corresponding engineering recommendations,which can guide fieldreinforcement design and application.The results demonstrate that the PREA method effectively reduces stress and ensures the safety and stability of the roadway. 展开更多
关键词 Directional comprehensive pressure relief High-strength support Three-dimensional model test Reinforcing method Synergistic control
在线阅读 下载PDF
Application of a relief-optimized method for target space exteriorization sampling in landslide susceptibility assessment
17
作者 CUI Yulong DENG Qining MIAO Haibo 《Journal of Mountain Science》 2025年第9期3391-3407,共17页
Selection of negative samples significantly influences landslide susceptibility assessment,especially when establishing the relationship between landslides and environmental factors in regions with complex geological ... Selection of negative samples significantly influences landslide susceptibility assessment,especially when establishing the relationship between landslides and environmental factors in regions with complex geological conditions.Traditional sampling strategies commonly used in landslide susceptibility models can lead to a misrepresentation of the distribution of negative samples,causing a deviation from actual geological conditions.This,in turn,negatively affects the discriminative ability and generalization performance of the models.To address this issue,we propose a novel approach for selecting negative samples to enhance the quality of machine learning models.We choose the Liangshan Yi Autonomous Prefecture,located in southwestern Sichuan,China,as the case study.This area,characterized by complex terrain,frequent tectonic activities,and steep slope erosion,experiences recurrent landslides,making it an ideal setting for validating our proposed method.We calculate the contribution values of environmental factors using the relief algorithm to construct the feature space,apply the Target Space Exteriorization Sampling(TSES)method to select negative samples,calculate landslide probability values by Random Forest(RF)modeling,and then create regional landslide susceptibility maps.We evaluate the performance of the RF model optimized by the Environmental Factor Selection-based TSES(EFSTSES)method using standard performance metrics.The results indicated that the model achieved an accuracy(ACC)of 0.962,precision(PRE)of 0.961,and an area under the curve(AUC)of 0.962.These findings demonstrate that the EFSTSES-based model effectively mitigates the negative sample imbalance issue,enhances the differentiation between landslide and non-landslide samples,and reduces misclassification,particularly in geologically complex areas.These improvements offer valuable insights for disaster prevention,land use planning,and risk mitigation strategies. 展开更多
关键词 Non-landslide sample selection Relief algorithm Target Space Exteriorization Sampling Landslide Susceptibility Assessment
原文传递
Finite element analysis and optimization of the rubber diaphragms in type-120 relief valves
18
作者 Ming Gao Dongkai Li +5 位作者 Kun Liu Lijun Liu Ben Guo Anhui Pan Xiao Xie Huanre Han 《Railway Sciences》 2025年第5期598-612,共15页
Purpose–Type-120 relief valves are critical components of locomotive braking systems,and they rapidly discharge the air pressure during brake release to enable swift pressure relief.In order to develop type-120 relie... Purpose–Type-120 relief valves are critical components of locomotive braking systems,and they rapidly discharge the air pressure during brake release to enable swift pressure relief.In order to develop type-120 relief valve rubber diaphragms with long life and high performance,the damaged faulty samples were analyzed and studied.Design/methodology/approach–Finite element analysis(FEA)was used to investigate the stress distribution and failure mechanism of the rubber diaphragms within the type-120 relief valves under dynamic loading conditions.The Ogden hyperelastic constitutive model was used to fit the diaphragm data obtained from the uniaxial tensile tests,and its suitability for the modeling of large deformations was confirmed.Findings–The FEA results indicated that,when the rubber diaphragms reached their maximum deformation,the peak stress on their upper surfaces was 5.44 MPa.Thus,this region is highly susceptible to fatigue damage.The service life of the rubber diaphragms could be extended by using rubber compounds with high tensile moduli or a fabric-reinforced rubber diaphragm.Originality/value–This study provides valuable data and experience for the development of the rubber diaphragms in the type-120 valves and other long-life rubber products in the railway field. 展开更多
关键词 Type-120 relief valve Rubber diaphragm Damage failure Finite element analysis
在线阅读 下载PDF
Control model for burning-bubble clouds formed by confined meltcast explosives under thermal stimulation
19
作者 Zhi Li Zhuoping Duan +4 位作者 Zhiling Bai Jixuan Jiao Liji Xu Liansheng Zhang Fenglei Huang 《Defence Technology(防务技术)》 2025年第6期268-283,共16页
DNAN-based insensitive melt-cast explosives have been widely utilized in insensitive munition in recent years. When constrained DNAN-based melt-cast explosives are ignited under thermal stimulation, the base explosive... DNAN-based insensitive melt-cast explosives have been widely utilized in insensitive munition in recent years. When constrained DNAN-based melt-cast explosives are ignited under thermal stimulation, the base explosive exists in a molten liquid state, where high-temperature gases expand and react in the form of bubble clouds within the liquid explosive;this process is distinctly different from the dynamic crack propagation process observed in the case of solid explosives. In this study, a control model for the reaction evolution of burning-bubble clouds was established to describe the reaction process and quantify the reaction violence of DNAN-based melt-cast explosives, considering the size distribution and activation mechanism of the burning-bubble clouds. The feasibility of the model was verified through experimental results. The results revealed that under geometrically similar conditions, with identical confinement strength and aspect ratio, larger charge structures led to extended initial gas flow and surface burning processes, resulting in greater reaction equivalence and violence at the casing fracture.Under constant charge volume and size, a stronger casing confinement accelerated self-enhanced burning, increasing the internal pressure, reaction degree, and reaction violence. Under a constant casing thickness and radius, higher aspect ratios led to a greater reaction violence at the casing fracture.Moreover, under a constant charge volume and casing thickness, higher aspect ratios resulted in a higher internal pressure, increased reaction degree, and greater reaction violence at the casing fracture. Further,larger ullage volumes extended the reaction evolution time and increased the reaction violence under constant casing dimensions. Through a matching design of the opening threshold of the pressure relief holes and the relief structure area, a stable burning reaction could be maintained until completion,thereby achieving a control of the reaction violence. The proposed model could effectively reflect the effects of the intrinsic burning rate, casing confinement strength, charge size, ullage volume, and pressure relief structure on the reaction evolution process and reaction violence, providing a theoretical method for the thermal safety design and reaction violence evaluation of melt-cast explosives. 展开更多
关键词 Melt-cast explosives Non-shock-initiated reaction Self-sustaining enhanced combustion Burning-bubble cloud model Pressure relief area Reaction violence
在线阅读 下载PDF
Research Progress on Hydrogen-Rich Water in Improving Ocular Surface Diseases and Oxidative Stress
20
作者 Nanxing Ma 《Journal of Clinical and Nursing Research》 2025年第9期63-68,共6页
The occurrence and development of ocular surface diseases are closely related to oxidative stress.Excessive accumulation of reactive oxygen species(ROS)can lead to ocular surface cell damage and inflammatory responses... The occurrence and development of ocular surface diseases are closely related to oxidative stress.Excessive accumulation of reactive oxygen species(ROS)can lead to ocular surface cell damage and inflammatory responses.As a new type of antioxidant,hydrogen-rich water(HRW)has shown intervention potential in ocular surface diseases such as dry eye and conjunctivitis by selectively scavenging toxic ROS,inhibiting inflammatory pathways,and protecting ocular surface cells.Combining basic mechanisms and clinical evidence,this article explores the application value of hydrogen-rich water in ocular surface diseases,providing new ideas for the prevention and treatment of oxidative stress-related eye diseases. 展开更多
关键词 Hydrogen-rich water Ocular surface diseases Fatigue relief
暂未订购
上一页 1 2 24 下一页 到第
使用帮助 返回顶部