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Global Mapping of Three-Dimensional Urban Structures Reveals Escalating Utilization in the Vertical Dimension and Pronounced Building Space Inequality 被引量:1
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作者 Xiaoping Liu Xinxin Wu +6 位作者 Xuecao Li Xiaocong Xu Weilin Liao Limin Jiao Zhenzhong Zeng Guangzhao Chen Xia Li 《Engineering》 2025年第4期86-99,共14页
Three-dimensional(3D)urban structures play a critical role in informing climate mitigation strategies aimed at the built environment and facilitating sustainable urban development.Regrettably,there exists a significan... Three-dimensional(3D)urban structures play a critical role in informing climate mitigation strategies aimed at the built environment and facilitating sustainable urban development.Regrettably,there exists a significant gap in detailed and consistent data on 3D building space structures with global coverage due to the challenges inherent in the data collection and model calibration processes.In this study,we constructed a global urban structure(GUS-3D)dataset,including building volume,height,and footprint information,at a 500 m spatial resolution using extensive satellite observation products and numerous reference building samples.Our analysis indicated that the total volume of buildings worldwide in2015 exceeded 1×10^(12)m^(3).Over the 1985 to 2015 period,we observed a slight increase in the magnitude of 3D building volume growth(i.e.,it increased from 166.02 km3 during the 1985–2000 period to 175.08km3 during the 2000–2015 period),while the expansion magnitudes of the two-dimensional(2D)building footprint(22.51×10^(3) vs 13.29×10^(3)km^(2))and urban extent(157×10^(3) vs 133.8×10^(3)km^(2))notably decreased.This trend highlights the significant increase in intensive vertical utilization of urban land.Furthermore,we identified significant heterogeneity in building space provision and inequality across cities worldwide.This inequality is particularly pronounced in many populous Asian cities,which has been overlooked in previous studies on economic inequality.The GUS-3D dataset shows great potential to deepen our understanding of the urban environment and creates new horizons for numerous 3D urban studies. 展开更多
关键词 three-dimensional Global mapping Building volume Building height Building space inequality
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A modified method of discontinuity trace mapping using three-dimensional point clouds of rock mass surfaces 被引量:14
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作者 Keshen Zhang Wei Wu +3 位作者 Hehua Zhu Lianyang Zhang Xiaojun Li Hong Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2020年第3期571-586,共16页
This paper presents an automated method for discontinuity trace mapping using three-dimensional point clouds of rock mass surfaces.Specifically,the method consists of five steps:(1)detection of trace feature points by... This paper presents an automated method for discontinuity trace mapping using three-dimensional point clouds of rock mass surfaces.Specifically,the method consists of five steps:(1)detection of trace feature points by normal tensor voting theory,(2)co ntraction of trace feature points,(3)connection of trace feature points,(4)linearization of trace segments,and(5)connection of trace segments.A sensitivity analysis was then conducted to identify the optimal parameters of the proposed method.Three field cases,a natural rock mass outcrop and two excavated rock tunnel surfaces,were analyzed using the proposed method to evaluate its validity and efficiency.The results show that the proposed method is more efficient and accurate than the traditional trace mapping method,and the efficiency enhancement is more robust as the number of feature points increases. 展开更多
关键词 Rock mass DISCONTINUITY three-dimensional point clouds Trace mapping
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Three-dimensional computed tomography mapping of posterior malleolar fractures 被引量:3
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作者 Qi-Hang Su Juan Liu +5 位作者 Yan Zhang Jun Tan Mei-Jun Yan Kai Zhu Jin Zhang Cong Li 《World Journal of Clinical Cases》 SCIE 2020年第1期29-37,共9页
BACKGROUND Posterior malleolar fractures have been reported to occur in<40%of ankle fractures.AIM To reveal the recurrent patterns and characteristics of posterior malleolar fractures by creating fracture maps of t... BACKGROUND Posterior malleolar fractures have been reported to occur in<40%of ankle fractures.AIM To reveal the recurrent patterns and characteristics of posterior malleolar fractures by creating fracture maps of the posterior malleolar fractures through the use of computed tomography mapping.METHODS A consecutive series of posterior malleolar fractures was used to create threedimensional reconstruction images,which were oriented and superimposed to fit an ankle model template by both aligning specific biolandmarks and reducing reconstructed fracture fragments.Fracture lines were found and traced in order to generate an ankle fracture map.RESULTS This study involved 112 patients with a mean age of 49,comprising 32 pronationexternal rotation grade IV fractures and 80 supination-external rotation grade IV fractures according to the Lauge-Hansen classification system.Three-dimensional maps showed that the posterior ankle fracture fragments in the supinationexternal rotation grade IV group were relatively smaller than those in the pronation-external rotation grade IV group after posterior malleolus fracture.In addition,the distribution analyses on posterior malleolus fracture lines indicated that the supination-external rotation grade IV group tended to have higher linear density but more concentrated and orderly distribution fractures compared to the pronation-external rotation grade IV group.CONCLUSION Fracture maps revealed the fracture characteristics and recurrent patterns of posterior malleolar fractures,which might help to improve the understanding of ankle fracture as well as increase opportunities for follow-up research and aid clinical decision-making. 展开更多
关键词 three-dimensional imaging mapS Ankle fractures Computed tomography
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Artificial intelligence-aided semi-automatic joint trace detection from textured three-dimensional models of rock mass 被引量:1
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作者 Seyedahmad Mehrishal Jineon Kim +1 位作者 Yulong Shao Jae Joon Song 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第4期1973-1985,共13页
It is of great importance to obtain precise trace data,as traces are frequently the sole visible and measurable parameter in most outcrops.The manual recognition and detection of traces on high-resolution three-dimens... It is of great importance to obtain precise trace data,as traces are frequently the sole visible and measurable parameter in most outcrops.The manual recognition and detection of traces on high-resolution three-dimensional(3D)models are relatively straightforward but time-consuming.One potential solution to enhance this process is to use machine learning algorithms to detect the 3D traces.In this study,a unique pixel-wise texture mapper algorithm generates a dense point cloud representation of an outcrop with the precise resolution of the original textured 3D model.A virtual digital image rendering was then employed to capture virtual images of selected regions.This technique helps to overcome limitations caused by the surface morphology of the rock mass,such as restricted access,lighting conditions,and shading effects.After AI-powered trace detection on two-dimensional(2D)images,a 3D data structuring technique was applied to the selected trace pixels.In the 3D data structuring,the trace data were structured through 2D thinning,3D reprojection,clustering,segmentation,and segment linking.Finally,the linked segments were exported as 3D polylines,with each polyline in the output corresponding to a trace.The efficacy of the proposed method was assessed using a 3D model of a real-world case study,which was used to compare the results of artificial intelligence(AI)-aided and human intelligence trace detection.Rosette diagrams,which visualize the distribution of trace orientations,confirmed the high similarity between the automatically and manually generated trace maps.In conclusion,the proposed semi-automatic method was easy to use,fast,and accurate in detecting the dominant jointing system of the rock mass. 展开更多
关键词 Automatic trace detection Digital joint mapping Rock discontinuities characterization three-dimensional(3D)trace network
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Asymmetric image encryption algorithm based on a new three-dimensional improved logistic chaotic map 被引量:1
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作者 叶国栋 吴惠山 +1 位作者 黄小玲 Syh-Yuan Tan 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第3期153-163,共11页
Based on some analyses of existing chaotic image encryption frameworks and a new designed three-dimensional improved logistic chaotic map(3D-ILM),an asymmetric image encryption algorithm using public-key Rivest–Shami... Based on some analyses of existing chaotic image encryption frameworks and a new designed three-dimensional improved logistic chaotic map(3D-ILM),an asymmetric image encryption algorithm using public-key Rivest–Shamir–Adleman(RSA)is presented in this paper.In the first stage,a new 3D-ILM is proposed to enhance the chaotic behavior considering analysis of time sequence,Lyapunov exponent,and Shannon entropy.In the second stage,combined with the public key RSA algorithm,a new key acquisition mathematical model(MKA)is constructed to obtain the initial keys for the 3D-ILM.Consequently,the key stream can be produced depending on the plain image for a higher security.Moreover,a novel process model(NPM)for the input of the 3D-ILM is built,which is built to improve the distribution uniformity of the chaotic sequence.In the third stage,to encrypt the plain image,a pre-process by exclusive OR(XOR)operation with a random matrix is applied.Then,the pre-processed image is performed by a permutation for rows,a downward modulo function for adjacent pixels,a permutation for columns,a forward direction XOR addition-modulo diffusion,and a backward direction XOR addition-modulo diffusion to achieve the final cipher image.Moreover,experiments show that the the proposed algorithm has a better performance.Especially,the number of pixels change rate(NPCR)is close to ideal case 99.6094%,with the unified average changing intensity(UACI)close to 33.4634%,and the information entropy(IE)close to 8. 展开更多
关键词 three-dimensional improved logistic chaotic map(3D-ILM) Rivest–Shamir–Adleman(RSA)algorithm image encryption CONFUSION ENTROPY
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Three-Dimensional Prospectivity Modeling of Jinshan Ag-Au Deposit,Southern China by Weights-of-Evidence
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作者 Fan Xiao Qiuming Cheng +1 位作者 Weisheng Hou Frederik P.Agterberg 《Journal of Earth Science》 2025年第5期2038-2057,共20页
To comprehensively utilize the valuable geological map,exploration profile,borehole,and geochemical logging data and the knowledge on the formation of the Jinshan Ag-Au deposit for forecasting the exploration targets ... To comprehensively utilize the valuable geological map,exploration profile,borehole,and geochemical logging data and the knowledge on the formation of the Jinshan Ag-Au deposit for forecasting the exploration targets of concealed ore bodies,three-dimensional Mineral Prospectivity Modeling(MPM)of the deposit has been conducted using the weights-of-evidence(WofE)method.Conditional independence between evidence layers was tested,and the outline results using the prediction-volume(P-V)and Student's t-statistic methods for delineating favorable mineralization areas from continuous posterior probability map were critically compared.Four exploration targets delineated ultimately by the Student's t-statistic method for the discovery of minable ore bodies in each of the target areas were discussed in detail.The main conclusions include:(1)three-dimensional modeling of a deposit using multi-source reconnaissance data is useful for MPM in interpreting their relationships with known ore bodies;(2)WofE modeling can be used as a straightforward tool for integrating deposit model and reconnaissance data in MPM;(3)the Student's t-statistic method is more applicable in binarizing the continuous prospectivity map for exploration targeting than the PV approach;and(4)two target areas within high potential to find undiscovered ore bodies were diagnosed to guide future near-mine exploration activities of the Jinshan deposit. 展开更多
关键词 three-dimensional modeling mineral prospectivity mapping exploration targeting WEIGHTS-OF-EVIDENCE C-V fractal model Jinshan Ag-Au deposit mineral deposits economic geology
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Balanced Functional Maps for Three-Dimensional Non-Rigid Shape Registration
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作者 Xu-Peng Wang Hang Lei +1 位作者 Yan Liu Nan Sang 《Journal of Electronic Science and Technology》 CAS CSCD 2021年第4期369-378,共10页
Three-dimensional(3D)shape registration is a challenging problem,especially for shapes under non-rigid transformations.In this paper,a 3D non-rigid shape registration method is proposed,called balanced functional maps... Three-dimensional(3D)shape registration is a challenging problem,especially for shapes under non-rigid transformations.In this paper,a 3D non-rigid shape registration method is proposed,called balanced functional maps(BFM).The BFM algorithm generalizes the point-based correspondence to functions.By choosing the Laplace-Beltrami eigenfunctions as the function basis,the transformations between shapes can be represented by the functional map(FM)matrix.In addition,many constraints on shape registration,such as the feature descriptor,keypoint,and salient region correspondence,can be formulated linearly using the matrix.By bi-directionally searching for the nearest neighbors of points’indicator functions in the function space,the point-based correspondence can be derived from FMs.We conducted several experiments on the Topology and Orchestration Specification for Cloud Applications(TOSCA)dataset and the Shape Completion and Animation of People(SCAPE)dataset.Experimental results show that the proposed BFM algorithm is effective and has superior performance than the state-of-the-art methods on both datasets. 展开更多
关键词 Functional map(FM) Laplace-Beltrami operator shape registration three-dimensional(3D)non-rigid shape.
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Design and Realization of Block Level Augmented Reality Three-Dimensional Map
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作者 Dashuai Shang Chenguang Dai +1 位作者 Ying Yu Yabing Fan 《Journal of Computer and Communications》 2023年第6期113-121,共9页
In response to the construction needs of “Real 3D China”, the system structure, functional framework, application direction and product form of block level augmented reality three-dimensional map is designed. Those ... In response to the construction needs of “Real 3D China”, the system structure, functional framework, application direction and product form of block level augmented reality three-dimensional map is designed. Those provide references and ideas for the later large-scale production of augmented reality three-dimensional map. The augmented reality three-dimensional map is produced based on skyline software. Including the map browsing, measurement and analysis and so on, the basic function of three-dimensional map is realized. The special functional module including housing management, pipeline management and so on is developed combining the need of residential quarters development, that expands the application fields of augmented reality three-dimensional map. Those lay the groundwork for the application of augmented reality three-dimensional map. . 展开更多
关键词 Augmented Reality three-dimensional map Multi-Source Data Fusion three-dimensional Analysis three-dimensional Scene SKYLINE
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Application of Three-dimensional Laser Scanning Technology in the Teaching Practice of Surveying and Mapping of Ancient Buildings
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作者 Yapeng DUAN Junli LIU +2 位作者 Zhendong LIU Dingtao CAI Shaomin NI 《Asian Agricultural Research》 2019年第11期77-80,共4页
Based on the study of the application of three-dimensional laser scanning technology in ancient building surveying and mapping,this paper briefly describes the working principle and flow of three-dimensional laser sca... Based on the study of the application of three-dimensional laser scanning technology in ancient building surveying and mapping,this paper briefly describes the working principle and flow of three-dimensional laser scanning technology.Based on the practical application,this paper puts forward the discussion of related problems and matters needing attention.This has a certain reference significance for the study of new technology in surveying and mapping of ancient buildings. 展开更多
关键词 three-dimensional laser SCANNING technology SURVEYING and mapPING of ANCIENT BUILDINGS
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Left Bundle Branch Ablation Guided by a Three-Dimensional Mapping System: A Novel Method for Establishing a Heart Failure Animal Model
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作者 Pengkang He Han Jin +3 位作者 Yiran Hu Sixian Weng Sijing Cheng Hao Huang 《Cardiovascular Innovations and Applications》 2023年第1期574-580,共7页
Objective:Few studies have been conducted to establish animal models of left bundle branch block by using three-dimensional mapping systems.This research was aimed at creating a canine left bundle branch block model b... Objective:Few studies have been conducted to establish animal models of left bundle branch block by using three-dimensional mapping systems.This research was aimed at creating a canine left bundle branch block model by using a three-dimensional mapping system.Materials and Methods:We used a three-dimensional mapping system to map and ablate the left bundle branch in beagles.Results:Ten canines underwent radiofrequency ablation,among which left bundle branch block was successfully es-tablished in eight,one experienced ventricular fibrillation,and one developed third-degree atrioventricular block.The maximum HV interval measured within the left ventricle was 29.00±2.93 ms,and the LBP-V interval at the ablation site was 20.63±2.77 ms.The LBP-V interval at the ablation target was 71.08%of the maximum HV interval.Conclusion:This three-dimensional mapping system is a reliable and effective guide for ablation of the left bundle branch in dogs. 展开更多
关键词 left bundle branch block heart failure animal model CANINE three-dimensional mapping ablation
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Real-time volume rendering for three-dimensional fetal ultrasound using volumetric photon mapping
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作者 Jing Zou Jing Qin 《Visual Computing for Industry,Biomedicine,and Art》 2024年第1期83-97,共15页
Three-dimensional(3D)fetal ultrasound has been widely used in prenatal examinations.Realistic and real-time volumetric ultrasound volume rendering can enhance the effectiveness of diagnoses and assist obstetricians an... Three-dimensional(3D)fetal ultrasound has been widely used in prenatal examinations.Realistic and real-time volumetric ultrasound volume rendering can enhance the effectiveness of diagnoses and assist obstetricians and pregnant mothers in communicating.However,this remains a challenging task because(1)there is a large amount of speckle noise in ultrasound images and(2)ultrasound images usually have low contrasts,making it difficult to distinguish different tissues and organs.However,traditional local-illumination-based methods do not achieve satisfactory results.This real-time requirement makes the task increasingly challenging.This study presents a novel real-time volume-rendering method equipped with a global illumination model for 3D fetal ultrasound visualization.This method can render direct illumination and indirect illumination separately by calculating single scattering and multiple scattering radiances,respectively.The indirect illumination effect was simulated using volumetric photon mapping.Calculating each photon’s brightness is proposed using a novel screen-space destiny estimation to avoid complicated storage structures and accelerate computation.This study proposes a high dynamic range approach to address the issue of fetal skin with a dynamic range exceeding that of the display device.Experiments show that our technology,compared to conventional methodologies,can generate realistic rendering results with far more depth information. 展开更多
关键词 three-dimensional fetal ultrasound Volume rendering Photon mapping Global illumination
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Mapping theme trends and knowledge structures for human neural stem cells:a quantitative and co-word biclustering analysis for the 2013-2018 period 被引量:5
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作者 Wen-Juan Wei Bei Shi +3 位作者 Xin Guan Jing-Yun Ma Ya-Chen Wang Jing Liu 《Neural Regeneration Research》 SCIE CAS CSCD 2019年第10期1823-1832,共10页
Neural stem cells,which are capable of multi-potential differentiation and self-renewal,have recently been shown to have clinical potential for repairing central nervous system tissue damage.However,the theme trends a... Neural stem cells,which are capable of multi-potential differentiation and self-renewal,have recently been shown to have clinical potential for repairing central nervous system tissue damage.However,the theme trends and knowledge structures for human neural stem cells have not yet been studied bibliometrically.In this study,we retrieved 2742 articles from the PubMed database from 2013 to 2018 using "Neural Stem Cells" as the retrieval word.Co-word analysis was conducted to statistically quantify the characteristics and popular themes of human neural stem cell-related studies.Bibliographic data matrices were generated with the Bibliographic Item Co-Occurrence Matrix Builder.We identified 78 high-frequency Medical Subject Heading(MeSH)terms.A visual matrix was built with the repeated bisection method in gCLUTO software.A social network analysis network was generated with Ucinet 6.0 software and GraphPad Prism 5 software.The analyses demonstrated that in the 6-year period,hot topics were clustered into five categories.As suggested by the constructed strategic diagram,studies related to cytology and physiology were well-developed,whereas those related to neural stem cell applications,tissue engineering,metabolism and cell signaling,and neural stem cell pathology and virology remained immature.Neural stem cell therapy for stroke and Parkinson’s disease,the genetics of microRNAs and brain neoplasms,as well as neuroprotective agents,Zika virus,Notch receptor,neural crest and embryonic stem cells were identified as emerging hot spots.These undeveloped themes and popular topics are potential points of focus for new studies on human neural stem cells. 展开更多
关键词 nerve REGENERATION human NEURAL stem cells PubMed bibliometric ANALYSIS biclustering ANALYSIS co-word ANALYSIS strategic diagram ANALYSIS social network ANALYSIS hot research topics mapping THEME trendS knowledge structures NEURAL REGENERATION
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Science Letters:Dynamic concision for three-dimensional reconstruction of human organ built with virtual reality modelling language (VRML) 被引量:3
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作者 禹正杨 郑树森 +2 位作者 陈雷霆 何晓乾 王建军 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2005年第7期611-616,共6页
This research studies the process of 3D reconstruction and dynamic concision based on 2D medical digital images using virtual reality modelling language (VRML) and JavaScript language, with a focus on how to realize t... This research studies the process of 3D reconstruction and dynamic concision based on 2D medical digital images using virtual reality modelling language (VRML) and JavaScript language, with a focus on how to realize the dynamic concision of 3D medical model with script node and sensor node in VRML. The 3D reconstruction and concision of body internal organs can be built with such high quality that they are better than those obtained from the traditional methods. With the function of dynamic concision, the VRML browser can offer better windows for man-computer interaction in real-time environment than ever before. 3D reconstruction and dynamic concision with VRML can be used to meet the requirement for the medical observation of 3D reconstruction and have a promising prospect in the fields of medical imaging. 展开更多
关键词 Virtual Reality Modelling Language (VRML) Direct texture mapping three-dimensional reconstruction Dynamic concision
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CartoXP Guided Catheter Ablation for Paroxysmal Atrial Fibrillation Without Three-dimensional Modeling of Left Atrium and Pulmonary Veins
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作者 魏薇 杨平珍 +4 位作者 詹贤章 薛玉梅 方咸宏 廖洪涛 吴书林 《South China Journal of Cardiology》 CAS 2009年第3期115-119,共5页
Objectives This study was to investigate the differences between modeling and non-modeling left atrium (LA) in CartoXP system guided catheter ablation for paroxysmal atrial fibrillation (PAF). Methods From Jan to ... Objectives This study was to investigate the differences between modeling and non-modeling left atrium (LA) in CartoXP system guided catheter ablation for paroxysmal atrial fibrillation (PAF). Methods From Jan to Dec in 2008 total 31 cases with PAF were enrolled. All were treated by the same electrophysiologist with CartoXP guidance. Catheter ablation was accomplished without left atrium and pulmonary veins modeling in 17 patients (non-modeling group) and with left atrium modeling in 14 patients (modeling group). The detailed ablation method was based on circumferential pulmonary veins isolation (CPVI). And linear ablation of tricuspid valvular isthmus was performed individually. The ablation endpoint was a complete isolation of pulmonary vein potential from left atrium and no further induced continuous fast atrial arrhythmia including atrial fibrillation (AF), atrial flutter (AFL) and atrial tachycardia (AT). Each step for the procedures and the follow-up outcomes were compared correspondingly. Results The total procedure time was 107.23 ± 28.92 min in modeling group vs 93.47 ±26.09 min in non-modeling group ( P 〉 0.05 ). The X-ray exposure time was significantly longer in modeling group (21.09 ±6. 49 rain) than in non-modeling group (14. 16 ± 5.35 min). The CPVI times of right pulmonary veins and left pulmonary veins were 28. 14 ± 9. 26 min was 27.29 ± 18.53 min in modeling group respectively, vs 18.00 ±4. 51 min and 23.94 ± 7. 10 min in non-modeling group respectively, (P 〈 0. 05 ). There is no significant difference between modeling group (85.7%) and non-modeling group (82.4%) over follow-up period of 2 to 13 months. Confusions CartoXP system guided catheter ablation of PAF without modeling of left atrium and pulmonary veins took less time in X-ray exposure and ablation steps, comparing with left atrium modeling procedure. 展开更多
关键词 paroxysmal atrial fibrillation catheter ablation three-dimensional mapping techniques non-modeling of left atrium
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Overview and Development Trend of Optical Remote Sensing Stereo-mapping Technology
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作者 GAO Zhenhai 《外文科技期刊数据库(文摘版)工程技术》 2021年第4期271-275,共5页
Since China entered the new era, our country pay more and more attention to the Internet information technology, our country's network information technology has been more widely spread, in surveying and mapping t... Since China entered the new era, our country pay more and more attention to the Internet information technology, our country's network information technology has been more widely spread, in surveying and mapping technology and application of a new network information technology, the application of optical remote sensing in the three-dimensional aspects of surveying and mapping, not only reduce the workload for of surveying and mapping, surveying and mapping results also makes more people to understand. Because the optical remote sensing stereo surveying and mapping technology has advanced and times, can store a lot of information, according to the needs of different people to display, so in the surveying and mapping work is deeply loved by staff. Optical remote sensing stereo mapping technology can not only build a very effective technical conditions for China's geological investigation, environmental detection work, and, because of its own advantages of optical remote sensing stereo mapping technology, to a certain extent, promote the continuous development of China's economy. In this paper, the optical remote sensing stereo mapping technology is briefly introduced, and based on the present situation, some ideas for the future development are put forward. 展开更多
关键词 optical remote sensing satellite surveying and mapping technology the development trend
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D-LINet:融合双线性层与双向归一化的时间序列预测框架
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作者 耿海军 李东鑫 《计算机科学》 北大核心 2026年第2期170-179,共10页
时间序列预测在能源管理、交通流量和气象分析等多个实际场景中具有重要应用价值。然而,时间序列数据中存在的分布漂移(Distribution Shift)与长程依赖(Long-term Dependency)仍限制了传统方法与现有深度学习模型在长期预测中的表现。为... 时间序列预测在能源管理、交通流量和气象分析等多个实际场景中具有重要应用价值。然而,时间序列数据中存在的分布漂移(Distribution Shift)与长程依赖(Long-term Dependency)仍限制了传统方法与现有深度学习模型在长期预测中的表现。为此,提出了一种名为D-LINet(Dual-Normalization and Linear Integration Network)的创新模型。该模型结合了Dish-TS(Distribution Shift in Time Series Forecasting)框架的分布归一化能力与线性映射的高效性,并采用双向归一化与双线性层的设计,有效缓解输入与输出空间的分布偏移,增强了对周期性与趋势性特征的捕捉能力。在多个真实数据集上对D-LINet的预测性能进行了全面评估。结果显示,在短期与长期预测中,D-LINet的均方误差和平均绝对误差均显著优于主流模型(如Transformer,Informer,Autoformer和DLinear)。此外,实验还探讨了输入窗口长度及先验知识的引入对预测性能的影响,为后续模型优化提供了重要指导。该研究针对复杂分布漂移问题提出了新的解决思路,并有助于提升时间序列预测的精度与稳健性。 展开更多
关键词 时间序列预测 分布漂移 双向归一化 线性映射 周期性与趋势性建模
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流动电极电容去离子技术研究热点与趋势的文献计量学分析
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作者 宋志伟 雷雅茹 +3 位作者 钱锋 谢晓琳 孙晨 宋永会 《水处理技术》 北大核心 2026年第2期26-33,共8页
全球能源转型和碳中和的提出,使得能源回收和污水资源化成为当前研究热点。流动电极电容去离子(FCDI)技术作为一种新的电容去离子技术,于2013年首次报道,并在材料、化学、环境等多个领域发挥着越来越重要的作用。为探明国内外FCDI技术... 全球能源转型和碳中和的提出,使得能源回收和污水资源化成为当前研究热点。流动电极电容去离子(FCDI)技术作为一种新的电容去离子技术,于2013年首次报道,并在材料、化学、环境等多个领域发挥着越来越重要的作用。为探明国内外FCDI技术研究现状、热点以及发展趋势,采用文献计量学方法对Web of Science数据库收录的10年间FCDI技术研究文献进行了系统分析。结果表明:2013-2023年该技术领域发文量共630篇,总体呈逐年增加趋势;中国发文量最多,占总量的43.81%,远超其他国家,但篇均被引频次仅为23.69,低于德国(49.16)、澳大利亚(47.45)、美国(35.23)和韩国(34.25);发文量第一的期刊为Desalination;该领域研究热点是流动电极的改良和系统性能的提升,主要运用在海水淡化/苦咸水脱盐、离子去除、资源回用和能源回收等方面;未来应注重FCDI技术处理实际复杂水的应用、设计开发大规模的系统,以及其性能的进一步优化等。 展开更多
关键词 流动电极电容去离子技术 文献计量 共现图谱 热点 趋势
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基于CiteSpace的高血压患者睡眠质量研究热点与趋势的可视化分析
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作者 郑宏 冯特 +3 位作者 刘阳 孙碧红 苑倩 杨培 《中国循证心血管医学杂志》 2026年第2期145-151,共7页
目的通过分析2000至2025年中国知网(CNKI)和Web of Science数据库中关于高血压与睡眠质量的文献,探讨该领域的研究现状、热点及发展趋势,为优化高血压患者睡眠管理及未来研究提供科学依据。方法采用CiteSpace(6.3.R1)软件对检索到的414... 目的通过分析2000至2025年中国知网(CNKI)和Web of Science数据库中关于高血压与睡眠质量的文献,探讨该领域的研究现状、热点及发展趋势,为优化高血压患者睡眠管理及未来研究提供科学依据。方法采用CiteSpace(6.3.R1)软件对检索到的4146篇文献(中文1808篇,英文2338篇)进行文献计量学与可视化分析。结果美国是英文文献发文量最高的国家(645篇),中国位列第2名(406篇)。哈佛大学医学院(93篇)为国外发文量最高的机构,北京中医药大学(37篇)为国内核心研究机构。新疆维吾尔自治区人民医院高血压中心的Li Nanfang以及法国格勒诺布尔大学医院的Pepin Jean-Louis发文量最多(8篇)。英文文献聚焦睡眠质量、危险因素及血压水平,中文研究则侧重于护理干预与危险因素分析。时间线分析结果显示,2009年后关于高血压与睡眠质量的研究进入快速增长期,2020年后“不良情绪”和“血压水平”成为新兴突现词。结论关于高血压患者睡眠质量研究呈现多学科交叉趋势,美国在该领域处于领先地位,研究重点已从基础睡眠监测转向心理社会因素及个性化干预。可穿戴设备结合人工智能的睡眠评估应用、肠道菌群-脑-血压轴机制是该领域两大前沿方向,但跨区域合作网络尚未完善,仍需强化。建议深化临床与公共卫生领域的协同研究,进而构建睡眠-血压综合管理模式。 展开更多
关键词 高血压 睡眠质量 CITESPACE 文献计量学 可视化分析 趋势演化 知识图谱
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红细胞保存液(MAP)混悬洗涤红细胞的制备及其质量控制 被引量:4
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作者 高春芳 刘亚欣 +7 位作者 金花 赵淑芳 塔娜 蒙俊玲 高峰 陈晓飞 乌果枝 陈婷 《中国民康医学》 2015年第4期3-4,7,共3页
目的:探讨MAP混悬洗涤红细胞的制备及其质量控制。方法:将已制备的MAP混悬洗涤的红细胞放4℃冰箱中储存,分别于储存15 d、25 d、35 d取样,检测计算其溶血率;于第35 d检测上清蛋白质含量及无菌试验。结果:在储存期内MAP混悬洗涤红细胞的... 目的:探讨MAP混悬洗涤红细胞的制备及其质量控制。方法:将已制备的MAP混悬洗涤的红细胞放4℃冰箱中储存,分别于储存15 d、25 d、35 d取样,检测计算其溶血率;于第35 d检测上清蛋白质含量及无菌试验。结果:在储存期内MAP混悬洗涤红细胞的质量容量平均268 ml,血红蛋白含量平均48.5 g/袋;上清蛋白质含量平均0.4 g/袋;溶血率平均0.23%,溶血率随储存时间逐渐升高,在第25 d后升高尤为明显。结论:红细胞保存液混悬洗涤红细胞35 d的质量控制符合国家标准要求;库存上限为日常发血量25 d的用量。 展开更多
关键词 红细胞保存液 洗涤红细胞的制备 质量控制项目 溶血率动态变化趋势
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我国储能创新研究的热点及未来发展趋势
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作者 任俊良 夏伟 王昌图 《储能科学与技术》 北大核心 2026年第2期670-680,共11页
我国储能创新研究多聚焦单一技术优化或局部应用分析,缺乏对研究热点、演进趋势及合作网络系统性梳理,本研究旨在探析我国储能创新研究的热点主题与前沿方向,为学界相关研究及产业实践提供参考。以中国知网(CNKI)中文期刊数据库为数据源... 我国储能创新研究多聚焦单一技术优化或局部应用分析,缺乏对研究热点、演进趋势及合作网络系统性梳理,本研究旨在探析我国储能创新研究的热点主题与前沿方向,为学界相关研究及产业实践提供参考。以中国知网(CNKI)中文期刊数据库为数据源,检索截至2025年10月的相关文献,经筛选清洗后获取510篇有效样本,运用Cite Space 6.4.R1软件,基于文献计量学原理与可视化技术,进行发文量、作者及机构合作网络、高被引文献、关键词共现、演进路径等分析。研究揭示,我国储能创新研究呈现政策驱动下的阶梯式增长特征,可明确划分为基础探索期(2004—2020年)、快速发展期(2021—2023年)、高质量发展期(2024年及以后)三个阶段,政策导向直接推动研究从“技术有无”向“质量强弱”演进;研究合作网络呈现“局部协作、整体分散”格局,作者合作网络密度为0.0049,机构合作网络密度仅0.0034,跨群体、跨区域深度协作匮乏;高被引文献集中于2017—2023年,凸显政策与实践双驱动特征,紧扣能源转型、技术突破与发展战略三大主题;研究热点围绕四大维度形成协同体系,包括储能核心技术与应用、政策导向与能源转型、产业发展与高质量推进、创新驱动与人才支撑,核心关键词“新能源”“储能技术”“碳中和”等在各主题间发挥桥梁作用。本研究梳理了我国储能创新研究的发展脉络与核心特征,基于研究发现从核心技术攻关、协同创新网络完善、产业深度落地、人才支撑体系健全、政策协同保障五个方面提出具体展望,为推动储能领域学术研究深化与产业高质量发展提供参考。 展开更多
关键词 储能创新 文献计量分析 知识图谱 研究热点 演进趋势
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