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An empirical movement model for sixgill sharks in Puget Sound: Combining observed and unobserved behavior
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《Current Zoology》 SCIE CAS CSCD 2012年第1期103-115,共13页
Understanding the movement of animals is fundamental to population and community ecology. Historically, it has been difficult to quantify movement patterns of most fishes, but technological advances in acoustic teleme... Understanding the movement of animals is fundamental to population and community ecology. Historically, it has been difficult to quantify movement patterns of most fishes, but technological advances in acoustic telemetry have increased our abilities to monitor their movement. In this study, we combined small-scale active acoustic tracking with large-scale passive acoustic monitoring to develop an empirical movement model for sixgill sharks in Puget Sound, WA, USA. We began by testing whether a correlated random walk model described the daily movement of sixgills; however, the model failed to capture home-ranging behavior. We added this behavior and used the resultant model (a biased random walk model) to determine whether daily movement patterns are able to explain large-scale seasonal movement. The daily model did not explain the larger-scale pat- terns of movement observed in the passive monitoring data. In order to create the large-scale patterns, sixgills must have per- formed behaviors (large, fast directed movements) that were unobserved during small-scale active tracking. In addition, seasonal shifts in location were not captured by the dally model. We added these 'unobserved' behaviors to the model and were able to capture large-scale seasonal movement of sixgill sharks over 150 days. The development of empirical models of movement al- lows researchers to develop hypotheses and test mechanisms responsible for a species movement behavior and spatial distribution. This knowledge will increase our ability to successfully manage species of concern [Current Zoology 58 (1): 103-115, 2012]. 展开更多
关键词 Hexanchus griseus movement Correlated random walk Biased random walk DISPLACEMENT movement model
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Eye Movement Modeling Examples as a Teaching Tool for Epidural Block
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作者 Emanuele Capogna Marco Scorzoni +5 位作者 Gian Luigi Gonnella Matteo Velardo Pier Paolo Giurì Mariano Ciancia Gaetano Draisci Giorgio Capogna 《Open Journal of Anesthesiology》 2023年第4期75-84,共10页
Introduction: Video examples with task demonstrations by experts, with the expert’s eye movements superimposed on the task, are known as “eye movement modeling examples” (EMME). We performed this study to evaluate ... Introduction: Video examples with task demonstrations by experts, with the expert’s eye movements superimposed on the task, are known as “eye movement modeling examples” (EMME). We performed this study to evaluate if there were improvements in the performance of anesthesia novice trainees when executing the epidural technique after an EMME of epidural block procedure. Methods: We developed an eye movement modeling example (EMME) from eye tracking recordings made by experienced anesthesiologists with more than 20 years of experience. Forty-two PGY3 anesthesia trainees who had never previously performed an epidural block were randomized to receive (study group) or not receive (control group) the EMME video before their institutional training. All the trainees were evaluated every 10 epidural blocks until the end of the rotation period, by an independent, blinded observer using the Global Rating Scale for Epidural Anesthesia (GRS). Results: Trainees who received the EMME training exhibited more respect for the patient’s tissues (P Discussion: This is the first study that has used the EMME for a practical, clinical teaching purpose on real patients and that has used it as an aid in teaching epidural anesthesia. We demonstrated that inexperienced trainees who received the EMME training improved their proficiency at epidural blocks as compared to those who had no EMME training beforehand. Given this result, we welcome further studies to investigate the impact and the role of EMME on clinical teaching in the field of anesthesia. 展开更多
关键词 Eye Tracking Eye movement modeling Example Epidural Anesthesia
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Discrete-time movement model of a group of trains on a rail line with stochastic disturbance 被引量:3
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作者 杨立兴 李峰 +1 位作者 高自友 李克平 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第10期184-193,共10页
This paper presents a discrete-time model to describe the movements of a group of trains, in which some operational strategies, including traction operation, braking operation and impact of stochastic disturbance, are... This paper presents a discrete-time model to describe the movements of a group of trains, in which some operational strategies, including traction operation, braking operation and impact of stochastic disturbance, are defined. To show the dynamic characteristics of train traffic flow with stochastic disturbance, some numerical experiments on a railway line are simulated. The computational results show that the discrete-time movement model can well describe the movements of trains on a rail line with the moving-block signalling system. Comparing with the results of no disturbance, it finds that the traffic capacity of the rail line will decrease with the influence of stochastic disturbance. Additionally, the delays incurred by stochastic disturbance can be propagated to the subsequent trains, and then prolong their traversing time on the rail line. It can provide auxiliary information for rescheduling trains When the stochastic disturbance occurs on the railway. 展开更多
关键词 train movement discrete-time model simulation stochastic disturbance
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Trace Interpolation Algorithm Based on Intersection Vehicle Movement Modeling
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作者 Jinwei Shen Guangtao Xue 《Wireless Sensor Network》 2010年第11期823-827,共5页
Real vehicle tracking data play an important role in the research of routing in vehicle sensor networks. Most of the vehicle tracking data, however, were collected periodically and could not meet the requirements of r... Real vehicle tracking data play an important role in the research of routing in vehicle sensor networks. Most of the vehicle tracking data, however, were collected periodically and could not meet the requirements of real-time by many applications. Most of the existing trace interpolation algorithms use uniform interpolation methods and have low accuracy problem. From our observation, intersection vehicle status is critical to the vehicle movement. In this paper, we proposed a novel trace interpolation algorithm. Our algorithm used intersection vehicle movement modeling (IVMM) and velocity data mining (VDM) to assist the interpolation process. The algorithm is evaluated with real vehicle GPS data. Results show that our algorithm has much higher accuracy than traditional trace interpolation algorithms. 展开更多
关键词 TRACE INTERPOLATION INTERSECTION VEHICLE movement modelING Velocity Data Mining VEHICLE Sensor Network
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HoLens:A visual analytics design for higher-order movement modeling and visualization
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作者 Zezheng Feng Fang Zhu +4 位作者 Hongjun Wang Jianing Hao Shuang-Hua Yang Wei Zeng Huamin Qu 《Computational Visual Media》 CSCD 2024年第6期1079-1100,共22页
Higher-order patterns reveal sequential multistep state transitions,which are usually superior to origin-destination analyses that depict only first-order geospatial movement patterns.Conventional methods for higher-o... Higher-order patterns reveal sequential multistep state transitions,which are usually superior to origin-destination analyses that depict only first-order geospatial movement patterns.Conventional methods for higher-order movement modeling first construct a directed acyclic graph(DAG)of movements and then extract higher-order patterns from the DAG.However,DAG-based methods rely heavily on identifying movement keypoints,which are challenging for sparse movements and fail to consider the temporal variants critical for movements in urban environments.To overcome these limitations,we propose HoLens,a novel approach for modeling and visualizing higher-order movement patterns in the context of an urban environment.HoLens mainly makes twofold contributions:First,we designed an auto-adaptive movement aggregation algorithm that self-organizes movements hierarchically by considering spatial proximity,contextual information,and tem-poral variability.Second,we developed an interactive visual analytics interface comprising well-established visualization techniques,including the H-Flow for visualizing the higher-order patterns on the map and the higher-order state sequence chart for representing the higher-order state transitions.Two real-world case studies demonstrate that the method can adaptively aggregate data and exhibit the process of exploring higher-order patterns using HoLens.We also demonstrate the feasibility,usability,and effectiveness of our approach through expert interviews with three domain experts. 展开更多
关键词 data visualization movement modeling state sequence visualization movement visualization urban visual analytics
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Discrete event model-based simulation for train movement on a single-line railway 被引量:2
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作者 徐小明 李克平 杨立兴 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第8期233-239,共7页
The aim of this paper is to present a discrete event model-based approach to simulate train movement with the con- sidered energy-saving factor. We conduct extensive case studies to show the dynamic characteristics of... The aim of this paper is to present a discrete event model-based approach to simulate train movement with the con- sidered energy-saving factor. We conduct extensive case studies to show the dynamic characteristics of the traffic flow and demonstrate the effectiveness of the proposed approach. The simulation results indicate that the proposed discrete event model-based simulation approach is suitable for characterizing the movements of a group of trains on a single railway line with less iterations and CPU time. Additionally, some other qualitative and quantitative characteristics are investigated. In particular, because of the cumulative influence from the previous trains, the following trains should be accelerated or braked frequently to control the headway distance, leading to more energy consumption. 展开更多
关键词 train movement discrete event model RAILWAY energy saving
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Simulating train movement in railway traffic using a car-following model 被引量:1
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作者 李克平 管立加 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第6期2200-2204,共5页
Based on a car-following model, in this paper, we propose a new traffic model for simulating train movement in railway traffic. In the proposed model, some realistic characteristics of train movement are considered, s... Based on a car-following model, in this paper, we propose a new traffic model for simulating train movement in railway traffic. In the proposed model, some realistic characteristics of train movement are considered, such as the distance headway and the safety stopping distance. Using the proposed traffic model, we analyse the space-time diagram of traffic flow, the trajectory of train movement, etc. Simulation results demonstrate that the proposed model can be successfully used for simulating the train movement. Some complex phenomena can be reproduced, such as the complex acceleration and deceleration of trains and the propagation of train delay. 展开更多
关键词 train movement railway traffic car-following model
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Aseismic negative dislocation model and deformation analysis of crustal horizontal movement during 1999--2001 in the northeast margin of Qinghai-Xizang block 被引量:1
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作者 张希 江在森 +2 位作者 王琪 王双绪 张晓亮 《Acta Seismologica Sinica(English Edition)》 CSCD 2003年第4期395-403,共9页
Through numerical simulation for GPS data, aseismic negative dislocation model for crustal horizontal movement during 1999~2001 in the northeast margin of Qinghai-Xizang block is presented, combined with the spatial d... Through numerical simulation for GPS data, aseismic negative dislocation model for crustal horizontal movement during 1999~2001 in the northeast margin of Qinghai-Xizang block is presented, combined with the spatial distribution of apparent strain field in this area, the characteristics of motion and deformation of active blocks and their boundary faults, together with the place and intensity of strain accumulation are analyzed. It is shown that: a) 9 active blocks appeared totally clockwise motion from eastward by north to eastward by south. Obvious sinistral strike-slip and NE-NEE relative compressive motion between the blocks separated by Qilianshan-Haiyuan fault zone was discovered; b) 20 fault segments (most of them showed compression) locked the relative motion between blocks to varying degrees, among the total, the mid-east segment of Qilianshan fault (containing the place where it meets Riyueshan-Lajishan fault) and the place where it meets Haiyuan fault and Zhuanglanghe fault, more favored accumulation of strain. Moreover, the region where Riyueshan-Lajishan fault meets north boundary of Qaidam block may have strain accumulation to some degree. c) Obtained magnitude of block velocities and locking of their boundaries were less than relevant results for observation in the period of 1993~1999. 展开更多
关键词 the northeast margin of Qinghai-Xizang block GPS crustal horizontal movement aseismic negative dislocation model apparent strain field
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Modeling and simulation of high-speed passenger train movements in the rail line 被引量:3
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作者 曹成铉 许琰 李克平 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第6期239-245,共7页
In this paper, we propose a new formula of the real-time minimum safety headway based on the relative velocity of consecutive trains and present a dynamic model of high-speed passenger train movements in the rail line... In this paper, we propose a new formula of the real-time minimum safety headway based on the relative velocity of consecutive trains and present a dynamic model of high-speed passenger train movements in the rail line based on the proposed formula of the minimum safety headway. Moreover, we provide the control strategies of the high-speed passenger train operations based on the proposed formula of the real-time minimum safety headway and the dynamic model of highspeed passenger train movements. The simulation results demonstrate that the proposed control strategies of the passenger train operations can greatly reduce the delay propagation in the high-speed rail line when a random delay occurs. 展开更多
关键词 SIMULATION dynamic model control strategies of train movements high-speed passenger train
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Negative Dislocation Model and the Movement Pattern of a Fault:Determination of Potential Earthquake Sources in Western Yunnan
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作者 Wu Jicang and Gao XimingInstitute of Seismology,SSB,Wuhan 430071,China 《Earthquake Research in China》 1995年第4期112-121,共10页
To determine the locked and slip parts on a fault,we simulated the movement pattern of the fault with a combined model consisting of a negative dislocation in the locked area superimposed on a relative movement betwee... To determine the locked and slip parts on a fault,we simulated the movement pattern of the fault with a combined model consisting of a negative dislocation in the locked area superimposed on a relative movement between two sides of the fault.In this way,we determined the locked parts of faults by inversion with multiple epochs of geodetic data.In this paper,we have determined the movement patterns of four main faults in western Yunnan by inversion with two epochs of geodetic surveys and some crossing-fault observations.From the inversion result,we have identified the areas around Dali and Xiangyun to be the locked area,which is regarded as a sign of potential earthquake sources. 展开更多
关键词 POTENTIAL EARTHQUAKE zone western YUNNAN seisraological experiment site FAULT movement DISLOCATION model
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Relevance of a standard food model in combination with electronic jaw movement recording on human mastication pattern analysis
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作者 Gregor Slavicek Mikhael Soykher +2 位作者 Marina Soykher Haymo Gruber Peter Siegl 《Advances in Bioscience and Biotechnology》 2010年第2期68-78,共11页
The aim of this paper is to describe the possibilities of analyzing human mastication. The development of a standardized food model is presented. Based on the findings of a systematic literature search an elastic food... The aim of this paper is to describe the possibilities of analyzing human mastication. The development of a standardized food model is presented. Based on the findings of a systematic literature search an elastic food model was created with the aim of standardizing size and elastic properties. Three different eatable jellied products were chosen, created by a changing of the amount of gelatin (260 Blooms) related to the total mass of the standard jellied food. The different hardness were classified in soft, medium and hard, flavored identically, but stained with different colors: soft-green, medium-yellow, hard-red. A cylindrical form was chosen with a height of 1 cm and a diameter of 2 cm. A standard protocol for analyzing chewing patterns in men was created. The condylographic data off several patients are described in details to demonstrate the possible clinical implementation. The newly developed standard food model (SFM) showed the capability to serve in experimental settings to analyze human mastication, although only a few patients have been examined. In addition, strength and size of the newly developed SFM load the masticatory system in an extent;it should be possible to disclose subclinical symptoms of patients within a short time of examination. The diagnostic procedure of temporo-mandibular disorder (TMD) should be endorsed by this new method. The condylographic data created by a standardized protocol should have the ability to enhance the clinical functional analysis of patients previous to restorative dental procedures. 展开更多
关键词 HUMAN MASTICATION STANDARD Food model MANDIBULAR movement EMG Condylography Biomechanics Temporo-Mandibular Joint SWALLOWING CHEWING CHEWING Muscle Activity Craniomandibular System Nutrition Tooth Loss
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呼吸道传染病疫情下地铁站行人感染风险控制
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作者 刘嘉 袁欣 +1 位作者 阮伟乔 白晋宇 《中国管理科学》 北大核心 2025年第5期236-246,共11页
为降低疫情下地铁站内行人通行时被病毒感染的风险,利用仿真建模和优化方法研究降低车站内行人感染率的管理措施。通过分析呼吸道传染病病毒的扩散机理和行人受病毒感染的概率提出地铁站内病毒传播模型。根据海量视频数据预测行人的目... 为降低疫情下地铁站内行人通行时被病毒感染的风险,利用仿真建模和优化方法研究降低车站内行人感染率的管理措施。通过分析呼吸道传染病病毒的扩散机理和行人受病毒感染的概率提出地铁站内病毒传播模型。根据海量视频数据预测行人的目标选择行为并提取行人运动的基本特征,模拟行人的路线规划过程,提出地铁站内行人运动的两阶段模型。在此基础上,基于NetLogo仿真平台建立疫情下地铁站内行人运动的仿真系统,提出适用于疫情下所有双层岛式地铁站内行人感染风险控制的SB-RS(Sequential Bifurcation-Response Surface)仿真优化方法。在本研究的案例分析中,给出呼吸道传染病疫情下武汉市光谷广场地铁站控制行人感染风险的自动扶梯数量、自动扶梯运行速度、行人行走速率,及进出站口数量的最优设置建议。 展开更多
关键词 地铁站 新冠疫情 行人运动模型 病毒传播模型 仿真优化
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弯曲河道河工模型研究前沿与进展
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作者 赵连军 常奥 +2 位作者 韩沙沙 马东方 赵占超 《中国农村水利水电》 北大核心 2025年第6期21-26,33,共7页
弯曲河流在自然界中普遍存在,其演变过程与机理十分复杂,为探讨弯曲河流水沙运动及河床演变,前人基于河工模型试验开展了大量研究。对现有弯道河工模型相关研究成果进行综述,系统归纳了理想河道模型和天然河道模型的发展历程、特点及其... 弯曲河流在自然界中普遍存在,其演变过程与机理十分复杂,为探讨弯曲河流水沙运动及河床演变,前人基于河工模型试验开展了大量研究。对现有弯道河工模型相关研究成果进行综述,系统归纳了理想河道模型和天然河道模型的发展历程、特点及其适用范围。总结发现,理想河道模型对天然河道做了高度概化,可概括为基于圆弧与直线组合、正弦派生曲线和Kinoshita派生曲线设计的三类弯道模型。理想河道模型具有普适性,在揭示一般规律和机理等河流泥沙动力学基础理论研究中较为适用。天然河道模型以实际河道为原型并遵循一定的相似原理,主要包括比尺模型和自然模型两类。比尺模型是原型河道按照一定几何比尺缩放后的物理模型,与原型之间满足水流运动相似和泥沙运动相似,适用于原型河道水沙输移、河道冲淤、河床演变等的反演和模拟;自然模型则是通过控制流量大小、流量过程等水流条件,以及河床组成、河床比降等河道边界条件,塑造出的与原型河床形态相似的模型小河,在河型演变相关研究中较为适用。两类天然河道模型与原型河道均具有相似性,可为工程实践应用提供直接参考。总的来说,理想河道模型与天然河道模型在基础与应用研究中各有优劣,可根据实际研究需求选择不同模型类型。 展开更多
关键词 河工模型 弯曲河道 水沙运动 理想河道模型 天然河道模型
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红枣振动响应分析及激振参数研究
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作者 魏娟 王新岭 +2 位作者 刘永 张雪晶 胡定贤 《西北林学院学报》 北大核心 2025年第2期226-235,共10页
林果收获是果园机械化劳动强度最大的环节,为研究振动参数对红枣采摘的影响,提高果树振动采摘响应均匀性,同时提高红枣采收效率,本文以红枣为研究对象,考虑红枣的柄和果实之间的耦合关系,建立红枣“柄-果”系统的双摆振动模型。研究表明... 林果收获是果园机械化劳动强度最大的环节,为研究振动参数对红枣采摘的影响,提高果树振动采摘响应均匀性,同时提高红枣采收效率,本文以红枣为研究对象,考虑红枣的柄和果实之间的耦合关系,建立红枣“柄-果”系统的双摆振动模型。研究表明,通过拉格朗日求解动力学模型,获得系统的固有振动频率为11.03 Hz;获取枣树柔性体,利用ADAMS仿真软件对振动采摘系统进行刚柔耦合动力学仿真分析,获得枣树在偏心块激振下的位移轨迹和加速度响应;以振幅、激振频率和夹持高度为试验指标建立多元回归方程并进行响应面分析,通过模型双目标优化获取最佳振动参数,在振幅12.8 mm、激振频率10.25 Hz、夹持高度534 mm时,加速度响应均值为110.56 m/s^(2),加速度变异系数为0.358,通过优化,进一步提高枣树响应均匀性,提高采收效果。 展开更多
关键词 果实运动 振动特性 动力学模型 响应面优化
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Identification of Human Movements of Apprehension with Hidden Markov Model Using an Acceleration Sensor
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作者 Fernando del Campo Miguel Carrasco 《通讯和计算机(中英文版)》 2012年第6期653-659,共7页
关键词 隐马尔可夫模型 加速度传感器 动作 识别 人体运动 图像处理算法 采集系统 马尔可夫系统
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Stress and Strain Accumulation Due to a Long Dip-Slip Fault Movement in an Elastic-Layer over a Viscoelastic Half Space Model of the Lithosphere-Asthenosphere System
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作者 Sanjay Sen Subrata Kr. Debnath 《International Journal of Geosciences》 2013年第3期549-557,共9页
Most of the earthquake faults in North-East India, China, mid Atlantic-ridge, the Pacific seismic belt and Japan are found to be predominantly dip-slip in nature. In the present paper a dip-slip fault is taken situate... Most of the earthquake faults in North-East India, China, mid Atlantic-ridge, the Pacific seismic belt and Japan are found to be predominantly dip-slip in nature. In the present paper a dip-slip fault is taken situated in an elastic layer over a viscoelastic half space representing the lithosphere-asthenosphere system. A movement of the dip-slip nature across the fault occurs when the accumulated stress due to various tectonic reasons e.g. mantle convection etc., exceeds the local friction and cohesive forces across the fault. The movement is assumed to be slipping in nature, expressions for displacements, stresses and strains are obtained by solving associated boundary value problem with the help of integral transformation and Green’s function method and a suitable numerical methods is used for computation. A detailed study of these expressions may give some ideas about the nature of stress accumulation in the system, which in turn will be helpful in formulating an earthquake prediction programme. 展开更多
关键词 Aseismic Period Dip-Slip Fault Earthquake Prediction MANTLE Convection Plate movements Stress ACCUMULATION TECTONIC Process Viscoelastic-Layered model
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非遗数字化:从大鼓凉伞舞动作符号提取传统民间表演服饰设计基因
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作者 周莉 茅若寒 李凤 《纺织科技进展》 2025年第7期6-10,16,共6页
大鼓凉伞舞是福建省文化遗产的重要内容,为保存其传统动作与技艺,推动其可持续发展,基于符号学研究体系和理论方法,选取10种传统经典套路中表演者的动作作为研究客体,通过数字化三维建模技术与动态模拟解析呈现,构建大鼓凉伞舞数据库。... 大鼓凉伞舞是福建省文化遗产的重要内容,为保存其传统动作与技艺,推动其可持续发展,基于符号学研究体系和理论方法,选取10种传统经典套路中表演者的动作作为研究客体,通过数字化三维建模技术与动态模拟解析呈现,构建大鼓凉伞舞数据库。在此基础上,从文化基因、动作基因与服饰基因3个层面,提炼出民间传统表演服饰设计的核心要素,完善传统民间表演服饰设计基因库体系,筑牢传统民间服饰设计基因库理论根基,为非遗艺术实现数字化传承和创新性发展赋能。 展开更多
关键词 大鼓凉伞舞 动作符号 三维建模 动态模拟
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强降雨作用下原状黄土土柱入渗试验
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作者 申继先 赵本超 +5 位作者 王探宇 董金玉 王波波 赵志强 葛玉 周海韵 《南水北调与水利科技(中英文)》 北大核心 2025年第4期997-1006,共10页
为研究强降雨作用下水分在原位黄土中的入渗规律,在小浪底北岸灌区隧道冒顶灾害附近取得高120 cm、直径60 cm的原状土柱,并基于土柱开展多次降雨入渗模拟试验,监测得到土柱不同深度处土体含水量变化规律,揭示水分在原位黄土中的入渗过... 为研究强降雨作用下水分在原位黄土中的入渗规律,在小浪底北岸灌区隧道冒顶灾害附近取得高120 cm、直径60 cm的原状土柱,并基于土柱开展多次降雨入渗模拟试验,监测得到土柱不同深度处土体含水量变化规律,揭示水分在原位黄土中的入渗过程。结果表明:试验初期土柱表层土体初始含水量低、基质势高,水分入渗速率快,而深部土体湿润锋锋面含水量变化平稳、基质势低,水分入渗速率慢;多次强降雨叠加作用下,土体导水性增强、湿润锋下移速率显著增加;基于监测数据分阶段建立幂指数和线性形式的湿润锋运动模型,可用于预测考虑强降雨叠加效应下原状黄土中湿润锋的运动过程。 展开更多
关键词 强降雨 原状土柱 体积含水量 入渗过程 湿润锋 运动模型
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人机共驾模式下驾驶人心智游移预测
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作者 王永岗 赵梓乔 +2 位作者 魏文欣 彭志鹏 程延秋 《公路交通科技》 北大核心 2025年第7期21-29,共9页
【目标】针对L3级自动驾驶系统操作期间驾驶人易产生心智游移的问题,提出了一种基于驾驶人眼动、心率等生理指标构建心智游移状态预测模型的理论方法。【方法】通过模拟试验收集驾驶者的眼动指标和心电数据,依据MAAS量表分数将其分为高... 【目标】针对L3级自动驾驶系统操作期间驾驶人易产生心智游移的问题,提出了一种基于驾驶人眼动、心率等生理指标构建心智游移状态预测模型的理论方法。【方法】通过模拟试验收集驾驶者的眼动指标和心电数据,依据MAAS量表分数将其分为高心智游移倾向组与低心智游移倾向组,并标定了心智游移发生的显著影响因素,从而构建驾驶者心智游移预测模型。【结果】高心智游移倾向组的驾驶者更易发生心智游移,且随着驾驶时间的延长,心智游移的频率显著增加。在心智游移状态下,驾驶者的注视时长更长,瞳孔直径更小,扫视速度更慢,扫视幅度更小,并且对与驾驶无关区域的注视时长百分比更高,但心率变异性指标无显著差异。以驾驶时长、心智游移倾向及5个显著眼动指标为输入特征变量,结合混淆矩阵和被试者工作特征曲线,确定基于粒子群优化算法的随机森林模型对驾驶者心智游移状态的预测效果最佳。【结论】该心智游移状态预测模型有效揭示了高心智游移倾向组驾驶者在操作期间的显著特征,研究结果为实现对驾驶者心智游移的动态监测与干预提供了科学依据,有助于提升自动驾驶系统的安全性。 展开更多
关键词 智能交通 心智游移预测 模拟驾驶 眼动特征 心电信号 PSO-RF模型
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急性魄不安于肺不寐模型的建立与评价
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作者 闫德祺 张星平 +6 位作者 梁政亭 刘俊昌 李志雄 李亚金 边颖汉 程方圆 付鹏 《中华中医药杂志》 北大核心 2025年第9期4647-4650,共4页
目的:建立并评价魄不安于肺不寐大鼠模型。方法:将24只SD大鼠随机分为正常组和模型组(n=12)。模型组在矮小平台浅水环境大鼠笼内饲养9d,早晚各换水一次。正常组正常饲养9d。观察两组大鼠的一般情况、体质量、呼吸功能、水迷宫实验和脑... 目的:建立并评价魄不安于肺不寐大鼠模型。方法:将24只SD大鼠随机分为正常组和模型组(n=12)。模型组在矮小平台浅水环境大鼠笼内饲养9d,早晚各换水一次。正常组正常饲养9d。观察两组大鼠的一般情况、体质量、呼吸功能、水迷宫实验和脑电图。结果:与正常组比较,模型组大鼠一般状况稍差,体质量无显著下降;水迷宫定位航行实验第2天的逃避潜伏期显著延长(P<0.05),水迷宫空间探索实验穿越平台次数减少(P<0.01);与正常组比较,模型组呼吸频率(f)、潮气量(TVb)、每分通气量(MVb)、吸气流量峰值(PIFb)、最大呼气流速(PEFb)、吸气时间(Ti)、呼气时间(Te)、呼气中期流速(EF_(50))、松弛时间(Tr)具有显著性差异(P<0.01);多导睡眠图显示觉醒次数增多,快速动眼(REM)睡眠时间显著减少(P<0.01)。结论:浅水环境矮小平台法干预大鼠9 d可以显著减少REM睡眠,改善肺功能指标,可用于制备急性魄不安于肺不寐大鼠模型。 展开更多
关键词 急性不寐 大鼠 魄不安于肺 快速动眼 模型评价
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