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基于改进YOLOv5s的矿井下安全帽佩戴检测算法 被引量:5
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作者 王媛彬 韦思雄 +2 位作者 吴华英 段誉 刘萌 《煤炭科学技术》 北大核心 2025年第S1期366-377,共12页
针对矿井下复杂环境所导致的人员安全帽检测算法精确度低、漏检率高等问题,提出一种基于YOLOv5s改进的矿井下安全帽检测算法。卷积神经网络在提取特征时由于计算机制容易导致图像全局上下文信息丢失,造成井下小目标安全帽的检测效果欠... 针对矿井下复杂环境所导致的人员安全帽检测算法精确度低、漏检率高等问题,提出一种基于YOLOv5s改进的矿井下安全帽检测算法。卷积神经网络在提取特征时由于计算机制容易导致图像全局上下文信息丢失,造成井下小目标安全帽的检测效果欠佳。为此,采用注意力机制CBAM与YOLOv5s进行融合,增强目标区域的特征图,弱化背景信息,从而帮助算法更好地定位小目标安全帽。同时,在YOLOv5s原有3个输出层的基础上新增了1个P2小目标检测层,增加了模型的多尺度感受野,可以同时捕获全局和局部上下文信息,提升了算法在复杂场景中针对小目标的检测能力。此外,采用EIoU损失替换原有的CIoU损失函数,解决预测框宽高比模糊的问题,保证回归框的精度,同时加快网络的收敛速度。通过将YOLOv5s主干网络中的普通卷积Conv替换为ShuffleNetV2,大幅减少模型参数量,提高了模型的识别速度。最后,将改进后的算法与YOLOv5s、SSD、FasterRCNN以及YOLOv7算法进行对比分析,实验结果表明:将改进后的算法应用于矿井下人员安全帽检测中,相比于原YOLOv5s,准确率提升了2.9%,召回率提升了2.42%,参数量减少了7.6%,最终在矿井下安全帽检测的平均精度mAP@.5达到了87.5%。 展开更多
关键词 安全帽检测 YOLOv5s 矿井 CBAM ShuffleNetV2
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Relating normal stiffness to permeability of a deformed self-affine rough fracture using its geometric properties
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作者 Qinglin Deng Jianming Shangguan +3 位作者 Yinlin Ji Mauro Cacace Guido Blöcher Jean Schmittbuhl 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期2829-2842,共14页
In subsurface projects where the host rock is of low permeability,fractures play an important role in fluid circulation.Both the geometrical and mechanical properties of the fracture are relevant to the permeability o... In subsurface projects where the host rock is of low permeability,fractures play an important role in fluid circulation.Both the geometrical and mechanical properties of the fracture are relevant to the permeability of the fracture.To evaluate this relationship,we numerically generated self-affine fractures reproducing the scaling relationship of the power spectral density(PSD)of the measured fracture surfaces.The fractures were then subjected to a uniform and stepwise increase in normal stress.A fast Fourier transform(FFT)-based elastic contact model was used to simulate the fracture closure.The evolution of fracture contact area,fracture closure,and fracture normal stiffness were determined throughout the whole process.In addition,the fracture permeability at each step was calculated by the local cubic law(LCL).The influences of roughness exponent and correlation length on the fracture hydraulic and mechanical behaviors were investigated.Based on the power law of normal stiffness versus normal stress,the corrected cubic law and the linear relationship between fracture closure and mechanical aperture were obtained from numerical modeling of a set of fractures.Then,we derived a fracture normal stiffness-permeability equation which incorporates fracture geometric parameters such as the root-mean-square(RMS),roughness exponent,and correlation length,which can describe the fracture flow under an effective medium regime and a percolation regime.Finally,we interpreted the flow transition behavior from the effective medium regime to the percolation regime during fracture closure with the established stiffness-permeability function. 展开更多
关键词 Fracture closure Elastic deformation Fluid flow PERMEABILITY Normal stiffness Scaling relationship
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Morphometric analyses of a deltaic strandplain inferred from LiDAR data and old maps:A contribution to the coastal risk mapping of the Tiber Delta(Italy)
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作者 SARRAU Justine SALOMON Ferréol 《Journal of Geographical Sciences》 2025年第10期2229-2247,共19页
Morphologies of deltaic strandplains are the result of multiple sedimentary dynamics interacting with climate,neotectonic and anthropic impacts.They record long-term evolution of coastal areas but also reveal past and... Morphologies of deltaic strandplains are the result of multiple sedimentary dynamics interacting with climate,neotectonic and anthropic impacts.They record long-term evolution of coastal areas but also reveal past and present hazards that can be essential to better predict risks in urbanised deltas.This paper aims to identify the effect of a long-term evolution of the prograded plain of the Tiber Delta in using current ground surface variations and geohistorical data.This study applies GIS(Geographic Information System)tools to LiDAR(Light Detection and Ranging)-derived DEM(Digital Elevation Model)data combined with stratigraphical data,aerial photography interpretation and old maps.The main outcome shows areas of subsidence are primarily located in the central part of the Tiber Delta.Lower heights at the river mouth are due to subsidence and specific lower morphologies associated with fast progradation phases,while similar low heights just north in the area of the international airport of Rome are due to subsidence alone.Subsidence under the airport is associated with the compaction of the silty clay infill of the Late Pleistocene Tiber Valley mostly deposited during the Holocene transgressive period.Only observed in the airport area,the presence of washover fans and the large extent of paleolagoons reveal the kind of risks that are increased by this subsidence.This study demonstrates that the densely urbanised central part of the Tiber Delta faces higher risks of marine submersion and coastal flooding considering ongoing relative sea level change.It also contributes to show the importance to better characterise past coastal morphologies to identify areas prone to subsidence. 展开更多
关键词 river delta chrono-morphometry LiDAR SUBSIDENCE relative sea level change
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Quantifying production rates of tropical granitic regolith in Hainan Island,south China:A multi-stage U-series disequilibrium study
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作者 Guodong Jia Xu Yvon Zhang +4 位作者 François Chabaux Eric Pelt Zhiqi Zhao Sheng Xu Congqiang Liu 《Geoscience Frontiers》 2025年第3期301-317,共17页
Regolith,widely distributed on the Earth’s surface,constitutes a significant compartment of the Critical Zone,resulting from intricate interactions among the atmosphere,lithosphere,hydrosphere,and biosphere.Regolith ... Regolith,widely distributed on the Earth’s surface,constitutes a significant compartment of the Critical Zone,resulting from intricate interactions among the atmosphere,lithosphere,hydrosphere,and biosphere.Regolith formation critically influences nutrient release,soil production,and long-term climate regulation.Regolith development is governed by two primary processes:production and denudation.An urgent need exists to comprehensively understand these processes to refine our understanding of Critical Zone functions.This study investigates an in-situ regolith profile developed on granitic bedrock from a tropical region(Sanya,China).We conducted geochemical analyses,encompassing major,trace elements and mineralogical compositions as well as U-series isotopes,and applied the U-series disequilibrium method to investigate the formation history of this profile.Alternatively,dividing the regolith profile into sub-weathering zones provides a better explanation for the geochemical results,and a multi-stage model based on this subdivision effectively interprets the evolution of deep regolith.Utilizing this multi-stage model,regolith production rates is derived from the“gain and loss”model,ranging from 1.27±0.03 to 42.42±24.24 m/Ma.The production rates first increase from surface until a maximum rate is reached at the depth of∼160 cm and then decrease at further deeper horizons along the depth profile,and the variation of production rates follows a so-called“humped function”.This pioneering investigation into regolith production rates in the Chinese tropical region indicates that(1)the studied profile deviates from a steady state compared to the denudation rate derived from cosmogenic nuclides(^(10)Be_in-situ);(2)subdividing the deep profile based on geochemical data and U-series isotopic activity ratios is imperative for accurately determining regolith production rates;and(3)the combination of U-series disequilibrium and cosmogenic nuclides robustly evaluates the quantitative evolution state of regolith over long time scales. 展开更多
关键词 U-series isotopes Granitic regolith profile Production rate Humped function Critical Zone WEATHERING
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International Overview of Accessibility Icons and Labels: Between Social Uses and Regulations
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作者 Frédéric Reichhart Aggée Célestin Lomo Myazhiom 《Sociology Study》 2025年第5期205-229,共25页
Since the 1970s,a series of international and national sources have supported the principle of accessibility,which slowly has become a statuary norm and a legislative obligation.Each country has implemented accessibil... Since the 1970s,a series of international and national sources have supported the principle of accessibility,which slowly has become a statuary norm and a legislative obligation.Each country has implemented accessibility through a singular policy.But in addition to the accessibility of a place or an activity,to inform about what is accessible is very important as well,and has not really taken off.Indeed,for disabled people,the difficulty lies not only with access to places and the use of resources,but also with the visibility of these resources.This means that information concerning accessibility has to be disclosed and provided effectively to disabled people,those involved with them and the relevant institutions.In different countries all over the world,many labels and pictograms have been created for this purpose and give information relating to accessibility.Using a socio-historical approach,we will present and analyze the different types of icons,symbols,pictograms and labels that have been put in place around the world and in France:what are they used for and for whom are they made?We will show that they are pointers which firstly reflect the diversity and range within the target group concerned by accessibility,and secondly the evolution of accessibility as a dynamic and ecological principle. 展开更多
关键词 LABEL pictogram ACCESSIBILITY people with a disability
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Overview of the focus issue on ACAG8 of enhancing earthquake research through geomagnetic and seismic data analysis
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作者 Frédéric Masson Omar M.Saad +1 位作者 Mohamed Abdel Zaher Xiaodong Song 《Earthquake Science》 2025年第2期79-80,共2页
The Arab Conference on Astronomy and Geophysics is a prominent biennial event that has been convening for 16 years.Hosted by the National Research Institute of Astronomy and Geophysics(NRIAG),the conference serves as ... The Arab Conference on Astronomy and Geophysics is a prominent biennial event that has been convening for 16 years.Hosted by the National Research Institute of Astronomy and Geophysics(NRIAG),the conference serves as a unique platform for presenting and discussing the latest advancements in astronomy and geophysics.Attended by representatives from Arab and international institutions,the conference facilitates knowledge sharing,collaborative research,and the dissemination of cuttingedge scientific findings.The 8th edition,held from October 9 to 12,2023,brought together leading scientists,researchers,and academics from across the globe.Participants included keynote speakers. 展开更多
关键词 EARTHQUAKE SEISMIC SPEAKERS
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3D numerical manifold method for crack propagation in rock materials using a local tracking algorithm
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作者 Boyi Su Tao Xu +3 位作者 Genhua Shi Michael J.Heap Xianyang Yu Guanglei Zhou 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第6期3449-3463,共15页
The modeling of crack growth in three-dimensional(3D)space poses significant challenges in rock mechanics due to the complex numerical computation involved in simulating crack propagation and interaction in rock mater... The modeling of crack growth in three-dimensional(3D)space poses significant challenges in rock mechanics due to the complex numerical computation involved in simulating crack propagation and interaction in rock materials.In this study,we present a novel approach that introduces a 3D numerical manifold method(3D-NMM)with a geometric kernel to enhance computational efficiency.Specifically,the maximum tensile stress criterion is adopted as a crack growth criterion to achieve strong discontinuous crack growth,and a local crack tracking algorithm and an angle correction technique are incorporated to address minor limitations of the algorithm in a 3D model.The implementation of the program is carried out in Python,using object-oriented programming in two independent modules:a calculation module and a crack module.Furthermore,we propose feasible improvements to enhance the performance of the algorithm.Finally,we demonstrate the feasibility and effectiveness of the enhanced algorithm in the 3D-NMM using four numerical examples.This study establishes the potential of the 3DNMM,combined with the local tracking algorithm,for accurately modeling 3D crack propagation in brittle rock materials. 展开更多
关键词 3D numerical manifold method(3D NMM) Crack propagation Local tracking algorithm Brittle materials
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Ensemble modelling for smart conservation strategies for forest reptile species at their range edges in Europe amidst climate change
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作者 Oksana Nekrasova Mihails Pupins +5 位作者 Volodymyr Tytar AndrisČeirāns Oleksii Marushchak ArtursŠkute Kathrin Theissinger Jean-Yves Georges 《Geography and Sustainability》 2025年第2期97-107,共11页
Reptile fauna should be considered a conservation objective,especially in respect of the impacts of climate change on their distribution and range’s dynamics.Investigating the environmental drivers of reptile species... Reptile fauna should be considered a conservation objective,especially in respect of the impacts of climate change on their distribution and range’s dynamics.Investigating the environmental drivers of reptile species richness and identifying their suitable habitats is a fundamental prerequisite to setting efficient long-term conservation measures.This study focused on geographical patterns and estimations of species richness for herpetofauna widely spread Z.vivipara,N.natrix,V.berus,A.colchica,and protected in Latvia C.austriaca,E.orbicularis,L.agilis inhabiting northern(model territory Latvia)and southern(model territory Ukraine)part of their European range.The ultimate goal was to designate a conservation network that will meet long-term goals for survival of the target species in the context of climate change.We used stacked species distribution models for creating maps depicting the distribution of species richness under current and future(by 2050)climates for marginal reptilepopulations.Using cluster analysis,we showed that this herpeto-complex can be divided into“widespread species”and“forest species”.For all forest species we predicted a climate-driven reduction in their distribution range both North(Latvia)and South(Ukraine).The most vulnerable populations of“forest species”tend to be located in the South of their range,as a consequence of northward shifts by 2050.By 2050 the greatest reduction in range is predicted for currently widely spread Z.vivipara(by 1.4 times)and V.berus(by 2.2 times).In terms of designing an effective protected-area network,these results permit to identify priority conservation areas where the full ensemble of selected reptile species can be found,and confirms the relevance of abioticmulti-factor GIS-modelling for achieving this goal. 展开更多
关键词 Edge of area Stacked species distribution models Suitable habitats Priority conservation areas
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Judiciously designed dual cross-linked networks for highly transparency,robustness and flexibility in liquid-repellent coatings
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作者 Shaofeng Wu Yan Cheng +6 位作者 Weiwei Zheng Yijia Deng Tianxue Zhu Weiying Zhang Huaqiong Li Jianying Huang Yuekun Lai 《Journal of Materials Science & Technology》 2025年第3期53-61,共9页
Highly transparent,durable,and flexible liquid-repellent coatings are urgently needed in the realm of transparent materials,such as car windows,optical lenses,solar panels,and flexible screen materials.However,it has ... Highly transparent,durable,and flexible liquid-repellent coatings are urgently needed in the realm of transparent materials,such as car windows,optical lenses,solar panels,and flexible screen materials.However,it has been difficult to strike a balance between the robustness and flexibility of coatings constructed by a single cross-linked network design.To overcome the conundrum,this innovative approach effectively combines two distinct cross-linked networks with unique functions,thus overcoming the challenge.Through a tightly interwoven structure comprised of added crosslinking sites,the coating achieves improved liquid repellency(WCA>100°,OSA<10°),increased durability(withstands 2,000 cycles of cotton wear),enhanced flexibility(endures 5,000 cycles of bending with a bending radius of 1 mm),and maintains high transparency(over 98%in the range of 410 nm to 760 nm).Additionally,the coating with remarkable adhesion can be applied to multiple substrates,enabling large-scale preparation and easy cycling coating,thus expanding its potential applications.The architecture of this fluoride-free dual cross-linked network not only advances liquid-repellent surfaces but also provides valuable insights for the development of eco-friendly materials in the future. 展开更多
关键词 Dual cross-linked network Fluoride-free Tight entanglement Highly transparent Flexible liquid-like coating
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基于注意力机制和空洞卷积的CycleGAN煤矿井下低照度图像增强算法 被引量:5
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作者 王媛彬 郭亚茹 +3 位作者 刘佳 王旭 吴冰超 刘萌 《煤炭科学技术》 CSCD 北大核心 2024年第S2期375-383,共9页
井下环境复杂,充斥着大量粉尘和水汽且人造光源光照不均,导致井下监控设备采集到的图像往往呈现出照度低、细节特征丢失等问题,严重影响了矿业安全监控设备的实时性,不利于后续计算机视觉任务,同时井下数据采集困难,难以制作配对的井下... 井下环境复杂,充斥着大量粉尘和水汽且人造光源光照不均,导致井下监控设备采集到的图像往往呈现出照度低、细节特征丢失等问题,严重影响了矿业安全监控设备的实时性,不利于后续计算机视觉任务,同时井下数据采集困难,难以制作配对的井下低照度图像数据集用于模型训练。针对上述问题,提出了一种基于CycleGAN的低照度图像增强算法。针对矿井下采集配对数据集困难,使用CycleGAN网络进行无监督学习;为改善生成器网络的细节特征提取能力,利用无参注意力机制(simAM)和双通道注意力机制(CBAM)构建图像增强网络,提高复杂背景下模型的抗干扰能力,使模型恢复图像细节特征效果更好;引入由残差空洞卷积构建亮度增强模块,在提升图像亮度的同时增大生成器网络的感受野,有利于细节的恢复,提高图像视觉质量;以Patch-GAN作为网络的判别器,将输入映射成一个矩阵,更加全面的关注到图像不同区域的细节特征,提高判别器对图像细节的分辨能力。实验结果表明,相较于算法CycleGAN,所提方法在峰值信噪比(PSNR)、结构相似度(SSIM)、信息熵和视觉信息保真度(VIF)上平均提高了11.31%、8.07%、2.58%、6.18%。 展开更多
关键词 图像增强 低照度图像 注意力机制 空洞卷积 CycleGAN Patch-GAN
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Adult neurogenesis:a real hope or a delusion? 被引量:5
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作者 Ghulam Hussain Rabia Akram +5 位作者 Haseeb Anwar Faiqa Sajid Tehreem Iman Hyung Soo Han Chand Raza Jose-Luis Gonzalez De Aguilar 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第1期6-15,共10页
Adult neurogenesis,the process of creating new neurons,involves the coordinated division,migration,and differentiation of neural stem cells.This process is restricted to neurogenic niches located in two distinct areas... Adult neurogenesis,the process of creating new neurons,involves the coordinated division,migration,and differentiation of neural stem cells.This process is restricted to neurogenic niches located in two distinct areas of the brain:the subgranular zone of the dentate gyrus of the hippocampus and the subventricular zone of the lateral ventricle,where new neurons are generated and then migrate to the olfactory bulb.Neurogenesis has been thought to occur only during the embryonic and early postnatal stages and to decline with age due to a continuous depletion of neural stem cells.Interestingly,recent years have seen tremendous progress in our understanding of adult brain neurogenesis,bridging the knowledge gap between embryonic and adult neurogenesis.Here,we discuss the current status of adult brain neurogenesis in light of what we know about neural stem cells.In this notion,we talk about the importance of intra cellular signaling molecules in mobilizing endogenous neural stem cell prolife ration.Based on the current understanding,we can declare that these molecules play a role in targeting neurogenesis in the mature brain.However,to achieve this goal,we need to avoid the undesired proliferation of neural stem cells by controlling the necessary checkpoints,which can lead to tumorigenesis and prove to be a curse instead of a blessing or hope. 展开更多
关键词 adult neurogenesis AGING brain-derived neurotrophic factor dentate gyrus HIPPOCAMPUS neural stem cells neurotrophic factors NOTCH oxidative stress stem cells subgranular zone
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Evidence of vegetation greening benefitting from the afforestation initiatives in China 被引量:1
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作者 Liang Zheng Jianzhong Lu +2 位作者 Hai Liu Xiaoling Chen Herve Yesou 《Geo-Spatial Information Science》 CSCD 2024年第3期683-702,共20页
Recent research shows that China is experiencing significant greening,with afforestation initiatives being the main cause.Quantitative calculation of vegetation change influencing factors and evaluation of the contrib... Recent research shows that China is experiencing significant greening,with afforestation initiatives being the main cause.Quantitative calculation of vegetation change influencing factors and evaluation of the contribution of afforestation to vegetation greening in China are critical to coping with climate change and improving the implementation and efficacy of forestry projects.We investigated the temporal and spatial dynamics of the Normalized Difference Vegetation Index(NDVI)from 1982 to 2020,and quantified the contribution of afforestation initiatives,a typical human activity,to the dynamic changes of vegetation.The results showed that NDVI in China has primarily increased in the last 39 years.57%of the pixels increased,27%were stable and unchanged,and 16%decreased.Climate change was responsible for 72.34%of vegetation restoration,while human activities were responsible for 27.36%of vegetation restoration,according to residual analysis.In the future,only 14%of the regions showed continuous growth of the NDVI,while the remaining regions showed obvious antipersistence(59%will go from increasing to decreasing,and 22%will go from decreasing to increasing).The contribution of climate factors to vegetation change will decrease in the future,and human activities will become more complex.Except for Huaihe River and Taihu Lake(SPHRTL),other forestry projects showed an increasing trend of NDVI after the implementation of ecological engineering.However,due to differences in climate conditions and ecological engineering implementation,there are differences in the benefits of forestry projects.Some forestry project areas still have obvious vegetation degradation,and appropriate forestry management is necessary.This work provides a quantitative analysis of vegetation change and its driving factors in China,which will help to cope with future climate change and provide a reference for the implementation and management of ecological projects. 展开更多
关键词 Vegetation greening climate change human activities afforestation initiatives China
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多孔灰岩局部化变形的精细化描述与数字表征
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作者 武岳彪 孟范宝 +2 位作者 王岳军 Patrick Baud 黄庭芳 《大地构造与成矿学》 EI CAS CSCD 北大核心 2024年第3期547-556,共10页
压实带是一种典型的应变局部化现象,影响储层流体的封存、输运以及地下岩体的稳定性。多孔灰岩局部化变形的相关研究一直是难点,不像砂岩样品可以通过明显的声发射信号特征来分析与表征压实带的形成与演化规律。本文利用动态CT技术,实... 压实带是一种典型的应变局部化现象,影响储层流体的封存、输运以及地下岩体的稳定性。多孔灰岩局部化变形的相关研究一直是难点,不像砂岩样品可以通过明显的声发射信号特征来分析与表征压实带的形成与演化规律。本文利用动态CT技术,实时监测灰岩局部化变形到宏观失稳的演化过程,重点描述压实带形成初期的局部化变形特征,涵盖了应变量>5%的变形部分特征。在灰岩变形过程中可以识别两处明显非弹性变形阶段:即初始大孔隙坍塌阶段和后续压实带形成过程,利用图像体积互相关技术定量表征压实带的演化特征,精细化描述压实带形成过程的微观破裂特征,系统分析离散压实带内的连通孔隙分布规律,发现连通孔隙与局部化变形有紧密联系,并基于CT扫描的孔隙网络数据,利用纳维斯特斯方程计算绝对渗透率,以渗透率为参考指标,研究局部化变形引起的损伤程度。 展开更多
关键词 局部化变形 CT技术 灰岩 孔隙网络
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A microscopic approach to brittle creep and time-dependent fracturing of rocks based on stress corrosion model 被引量:1
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作者 Tao Xu Zhen Heng +3 位作者 Ben Liu Michael J.Heap P.L.P.Wasantha Zhiguo Li 《Deep Resources Engineering》 2024年第3期12-29,共18页
A brittle creep and time-dependent fracturing process model of rock is established by incorporating the stress corrosion model into discrete element method to analyze the creep behavior and microcrack evolution in bri... A brittle creep and time-dependent fracturing process model of rock is established by incorporating the stress corrosion model into discrete element method to analyze the creep behavior and microcrack evolution in brittle rocks at a micro-scale level.Experimental validation of the model is performed,followed by numerical simu-lations to investigate the creep properties and microcrack evolution in rocks under single-stage loading,multi-stage loading,and confining pressure,at various constant stress levels.The results demonstrate that as the stress level increases in single-stage creep simulations,the time-to-failure progressively decreases.The growth of microcracks during uniaxial creep occurs in three stages,with tensile microcracks being predominant and the spatial distribution of microcracks becoming more dispersed at higher stress levels.In multi-stage loadingunloading simulations,microcracks continue to form during the unloading stage,indicating cumulative damage resulting from increased axial stress.Additionally,the creep behaviour of rocks under confining pressure is not solely determined by the magnitude of the confining pressure,but is also influenced by the magnitude of the axial stress.The findings contribute to a better understanding of rock deformation and failure processes under different loading conditions,and they can be valuable for applications in rock mechanics and rock engineering. 展开更多
关键词 Time-dependent cracking CREEP Damage Brittle rocks Micromechanical modeling
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An improved method to calculate the rock brittleness index PEECR based on linear energy storage law 被引量:1
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作者 Fengqiang Gong Yiru Zuo +1 位作者 Song Luo Yunliang Wang 《Deep Resources Engineering》 2024年第1期27-40,共14页
The peak elastic strain energy consumption ratio(PEECR)is a rock brittleness index proposed by Gong and Wang.In the present study,based on the linear energy storage law of rock under triaxial compression,a new method ... The peak elastic strain energy consumption ratio(PEECR)is a rock brittleness index proposed by Gong and Wang.In the present study,based on the linear energy storage law of rock under triaxial compression,a new method was proposed to calculate the PEECR.The PEECR uses a simplified method to calculate the peak elastic strain energy.To solve this problem accurately,triaxial cyclic loading-unloading compression tests were carried out on shale.Strain energy parameters were calculated from the test curves.The results show that there is a linear relationship between the elastic strain energy and input strain energy,indicating that the linear energy storage law in rock is applicable to triaxial compression state.The universality of the linear energy storage law of rock under triaxial compression is also verified by the data in the published literature.Then,the peak elastic strain energy can be accurately determined using the linear energy storage law,and the PEECR is improved based on this.Finally,the PEECR and the improved PEECR were compared using the triaxial cyclic loading-unloading compression tests on three rocks(shale,red sandstone and granite),and the improved PEECR was compared with 11 existing energy-based brittleness indexes.The results show that the improved PEECR can further reflect the rock brittleness more accurately. 展开更多
关键词 Rock brittleness index Linear energy storage law Peak elastic strain energy Triaxial cyclic loading-unloading compression test
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Diatom and Diatomite: Different Focus on Natural Media to Material Science Path
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作者 Secou Sall Vasiliki Papaefthimiou +7 位作者 Thierry Dintzer Fabrice Vigneron Eric Brendlé Pierre Petit Tom Ferte Saliha Haddoum Sana Labidi Corinne Petit 《American Journal of Analytical Chemistry》 CAS 2024年第1期1-29,共29页
Bio-silica issued from diatom, a microalgae, is attracted increasing attention in material science thanks to its peculiar nanoarchitecture and related properties with versatile applications. The present work is a deep... Bio-silica issued from diatom, a microalgae, is attracted increasing attention in material science thanks to its peculiar nanoarchitecture and related properties with versatile applications. The present work is a deep analysis on morphological and chemical properties of bio-silica issued from fossil origin (diatomaceous earth) and living one (algal paste). An optimization in purification protocol was performed to obtain multiparous bio-silica from its raw media with keeping its original shape entirely. Multiple characterization methods as scanning electronic microscopy (SEM), infrared spectroscopy, x-ray diffraction (DRX), X-ray photoelectron spectroscopy (XPS), energy dispersive X-ray spectroscopy (EDX), nitrogen adsorption and inverse gas chromatography (IGC), were used to check the purification protocol efficiency as well as to gather accurate information on morphology and chemical composition of diatom material obtained in large amount. 展开更多
关键词 DIATOM DIATOMITE Bio-Silica PURIFICATION Frustule
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Novel stable isotope concepts to track antibiotics in wetland systems
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作者 Xiao Liu Junya Zhang +1 位作者 Hans Hermann Richnow Gwenaël Imfeld 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2024年第12期298-303,共6页
Antibiotics,their transformation products,and the translocation of antibiotic-resistant genes in the environment pose significant health risks to humans,animals,and ecosystems,aligning with the One Health concept.Cons... Antibiotics,their transformation products,and the translocation of antibiotic-resistant genes in the environment pose significant health risks to humans,animals,and ecosystems,aligning with the One Health concept.Constructed wetlands hold substantial yet underutilized potential for treating wastewater from agricultural,domestic sewage,or contaminated effluents from wastewater treatment plants,with the goal of eliminating antibiotics.However,the comprehensive understanding of the distribution,persistence,and dissipation processes of antibiotics within constructed wetlands remains largely unexplored.In this context,we provide an overview of the current application of stable isotope analysis at natural abundance to antibiotics.We explore the opportunities of an advanced multiple stable isotope approach,where isotope concepts could be effectively applied to examine the fate of antibiotics in wetlands.The development of a conceptual framework to study antibiotics in wetlands using multi-element stable isotopes introduces a new paradigm,offering enhanced insights into the identification and quantification of natural attenuation of antibiotics within wetland systems.This perspective has the potential to inspire the general public,governmental bodies,and the broader research community,fostering an emphasis on the utilization of stable isotope analysis for studying antibiotics and other emerging micropollutants in wetland systems. 展开更多
关键词 Constructed wetlands Micropolluants ANTIBIOTICS Degradation CSIA
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The role of artificial intelligence and IoT in prediction of earthquakes:Review 被引量:2
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作者 Joshua Pwavodi Abdullahi Umar Ibrahim +2 位作者 Pwadubashiyi Coston Pwavodi Fadi Al-Turjman Ali Mohand-Said 《Artificial Intelligence in Geosciences》 2024年第1期154-172,共19页
Earthquakes are classified as one of the most devastating natural disasters that can have catastrophic effects on the environment,lives,and properties.There has been an increasing interest in the prediction of earthqu... Earthquakes are classified as one of the most devastating natural disasters that can have catastrophic effects on the environment,lives,and properties.There has been an increasing interest in the prediction of earthquakes and in gaining a comprehensive understanding of the mechanisms that underlie their generation,yet earthquakes are the least predictable natural disaster.Satellite data,global positioning system,interferometry synthetic aperture radar(InSAR),and seismometers such as microelectromechanical system,seismometers,ocean bottom seismometers,and distributed acoustic sensing systems have all been used to predict earthquakes with a high degree of success.Despite advances in seismic wave recording,storage,and analysis,earthquake time,location,and magnitude prediction remain difficult.On the other hand,new developments in artificial intelligence(AI)and the Internet of Things(IoT)have shown promising potential to deliver more insights and predictions.Thus,this article reviewed the use of AI-driven Models and IoT-based technologies for the prediction of earthquakes,the limitations of current approaches,and open research issues.The review discusses earthquake prediction setbacks due to insufficient data,inconsistencies,diversity of earthquake precursor signals,and the earth’s geophysical composition.Finally,this study examines potential approaches or solutions that scientists can employ to address the challenges they face in earthquake prediction.The analysis is based on the successful application of AI and IoT in other fields. 展开更多
关键词 EARTHQUAKES SEISMICITY Artificial intelligence Internet of things PREDICTION
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Nonaqueous potassium-ion full-cells:Mapping the progress and identifying missing puzzle pieces
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作者 Badre Larhrib Louiza Larbi Lénaïc Madec 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第6期384-399,I0010,共17页
This review addresses the growing interest for potassium-ion full-cells(KIFCs)in view of the transition from potassium-ion half-cells(KIHCs)toward commercial K-ion batteries(KIBs).It focuses on the key parameters of K... This review addresses the growing interest for potassium-ion full-cells(KIFCs)in view of the transition from potassium-ion half-cells(KIHCs)toward commercial K-ion batteries(KIBs).It focuses on the key parameters of KIFCs such as the electrode/electrolyte interfaces challenge,major barriers,and recent advancements in KIFCs.The strategies for enhancing KIFC performance,including interfaces co ntrol,electrolyte optimization,electrodes capacity ratio,electrode material screening and electrode design,are discussed.The review highlights the need to evaluate KIBs in full-cell configurations as half-cell results are strongly impacted by the K metal reactivity.It also emphasizes the importance of understanding solid electrolyte interphase(SEI)formation in KIFCs and explores promising nonaqueous as well as quasiand all-solid-state electrolytes options.This review thus paves the way for practical,cost-effective,and scalable KIBs as energy storage systems by offering insights and guidance for future research. 展开更多
关键词 K-ion full-cells Potassium-ion batteries CROSS-TALK Solid-state batteries Potassium reactivity Electrolyte design Electrode design
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