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建成环境对网约车-地铁组合出行的非线性影响分析
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作者 潘义勇 王聪伟 +1 位作者 宋文超 贾熙来 《重庆交通大学学报(自然科学版)》 北大核心 2026年第1期53-62,共10页
为探究建成环境对网约车-地铁组合出行需求的非线性影响,首先,基于网约车订单轨迹数据,识别、筛选出地铁站500 m缓冲区内接入、接出的网约车订单数据;其次,建立网约车-地铁组合出行聚集缓冲区,根据“5D”原则构建建成环境变量指标,并将... 为探究建成环境对网约车-地铁组合出行需求的非线性影响,首先,基于网约车订单轨迹数据,识别、筛选出地铁站500 m缓冲区内接入、接出的网约车订单数据;其次,建立网约车-地铁组合出行聚集缓冲区,根据“5D”原则构建建成环境变量指标,并将组合出行数据和变量数据对应至网格;最后,利用XGBoost模型分析建成环境对网约车-地铁组合出行的非线性影响,并识别出关键因素。研究结果表明:XGBoost模型的拟合效果整体优于选用的其他模型;到达市中心距离和人口密度是影响网约车-地铁组合出行的关键因素,它们的相对重要性在接入组合出行中超过45%,在接出组合出行中达到40%;建成环境对网约车-地铁不同组合出行模式的影响表现出显著的非线性特征,并展现出相应的阈值效应,到达市中心距离、人口密度和路网密度对组合出行表现出负向影响,商业设施对组合出行呈现出正向影响,金融设施的数量在16个时为关键阈值点,低于该值表现为正向影响,高于该值表现为负向影响,此外,不同时段公交站对组合出行表现出的非线性特征,表明网约车与城市公交之间具有复杂动态关系。 展开更多
关键词 交通工程 组合出行 XGBoost模型 非线性关系 建成环境 网约车聚集缓冲区
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基于微博数据的广州市休闲步行行为分异与空间协同机制研究
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作者 陈子坚 马欣田 郭嘉 《建筑与文化》 2026年第1期113-115,共3页
在以人为本的城市发展转型中,城市休闲步行的研究意义显著。融合文本与地理信息的社交媒体数据,为解析其行为模式提供了新的支撑。文章以广州为例,基于微博数据,结合LDA主题模型与空间分析方法等,构建了“行为主题识别—空间格局解析—... 在以人为本的城市发展转型中,城市休闲步行的研究意义显著。融合文本与地理信息的社交媒体数据,为解析其行为模式提供了新的支撑。文章以广州为例,基于微博数据,结合LDA主题模型与空间分析方法等,构建了“行为主题识别—空间格局解析—协同机制挖掘”的研究框架,以探究休闲步行的多维动机及空间协同机制。研究发现,广州市休闲步行活动呈现由中心城区向外梯度扩散的趋势并展现集聚特征,可分为日常社交、文化体验、美食探店、打卡探索、自然疗愈五类主题。主题间具有较强的空间协同性。其中,打卡探索、美食探店和文化体验依托窄街道、密路网、高密度节点街区,形成“逛吃闭环”,虽文化体验与自然疗愈的协同性稍弱,但在越秀公园等区域展现出融合潜力。 展开更多
关键词 休闲步行 微博数据 LDA主题模型 建成环境
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建筑环境学课程教学共性问题与改革对策
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作者 朱辉 刘国丹 +2 位作者 梁士民 郑进福 王海英 《高教学刊》 2026年第1期51-54,共4页
建筑环境学是一门涉及建筑、人、环境之间关系的综合性、交叉性极高的课程,其典型特征是多学科交叉,因此该课程的教学方法与效果一直面临一系列问题。为试图解决这些共性问题、改善课程教学质量,该文首先采用文献调研的方法分析和总结... 建筑环境学是一门涉及建筑、人、环境之间关系的综合性、交叉性极高的课程,其典型特征是多学科交叉,因此该课程的教学方法与效果一直面临一系列问题。为试图解决这些共性问题、改善课程教学质量,该文首先采用文献调研的方法分析和总结目前建筑环境学课程教学过程中存在的共性问题,在此基础上结合自身在课程教学中的感受和经历,针对性地提出一系列对策与设想,为建筑环境学教学效果的提升提供参考,为本专业人才的高质量培养提供保障。 展开更多
关键词 建筑环境学 共性问题 学科交叉 前沿性 改革对策
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气体超声流量计内置整流器优化设计
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作者 林时锋 柯明华 李逢春 《自动化与仪表》 2026年第1期111-114,共4页
针对天然气计量中弯管扰流造成气体超声流量计流场畸变的难题,基于蜂窝剪切-稳流腔耗散耦合机理,提出一种三级双稳流腔内置蜂窝整流器。通过优化三级整流器结构参数,实现多级孔径协同与稳流腔缓冲作用。经CFD数值仿真与实流标定双重验证... 针对天然气计量中弯管扰流造成气体超声流量计流场畸变的难题,基于蜂窝剪切-稳流腔耗散耦合机理,提出一种三级双稳流腔内置蜂窝整流器。通过优化三级整流器结构参数,实现多级孔径协同与稳流腔缓冲作用。经CFD数值仿真与实流标定双重验证,整流后速度剖面均匀度显著提升,测量误差、重复性满足国标要求,该装置为受限安装条件下超声流量计的高精度、高可靠性应用提供了工程可行的创新路径。 展开更多
关键词 气体超声流量计 内置整流器 CFD数值仿真
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面向RISC-V适配开发的x86 built-in函数转换方法 被引量:1
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作者 丁志远 朱家鑫 +1 位作者 吴国全 王伟 《广西大学学报(自然科学版)》 CAS 北大核心 2024年第3期620-636,共17页
新兴架构RISC-V的生态建设需要将其他架构函数或软件包向RISC-V架构迁移适配。在研究GCC特定架构适配的built-in函数向RISC-V架构迁移时,提出一套x86到RISC-V的built-in函数转换方法,对于非扩展指令集(属非向量类型)built-in函数,采用RI... 新兴架构RISC-V的生态建设需要将其他架构函数或软件包向RISC-V架构迁移适配。在研究GCC特定架构适配的built-in函数向RISC-V架构迁移时,提出一套x86到RISC-V的built-in函数转换方法,对于非扩展指令集(属非向量类型)built-in函数,采用RISC-V架构下相同功能的built-in或标准库函数替代;对于SSE扩展指令集built-in函数,建立数据类型映射和向量函数操作映射实现向RISC-V架构向量扩展函数或标准库函数的迁移,其中RVV函数迁移方式占比67%。实验结果表明:方法迁移的程序功能正确,方法有效。本文方法对其他扩展指令集built-in函数的迁移提供了指导,且与现有工作相比,更易扩展、覆盖面更广。 展开更多
关键词 函数迁移 built-in函数 指令扩展集 RISC-V迁移
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Examining the influence of the implementation of Major Function-oriented Zones on built-up area expansion in China 被引量:14
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作者 LIU Wenchao LIU Jiyuan +1 位作者 KUANG Wenhui NING Jia 《Journal of Geographical Sciences》 SCIE CSCD 2017年第6期643-660,共18页
China had implemented the national strategies for Major Function-oriented Zones (MFOZs) to realize the goal of national sustainable development since 2010. This study analyzed and compared spatio-temporal characteri... China had implemented the national strategies for Major Function-oriented Zones (MFOZs) to realize the goal of national sustainable development since 2010. This study analyzed and compared spatio-temporal characteristics and differences in built-up area for China's MFOZs using a China' s Land Use Database (CLUD) derived from high-resolution remotely sensed images in the periods of 2000-2010 and 2010-2013. To sum up: (1) The percentage of built-up area in each of the MFOZs was significantly different, revealing the gradient feature of national land development based on the distribution of the main functions. (2) Annual growth in built-up area in optimal development zones (ODZs) decreased signifi- cantly during 2010-2013 compared with the period 2000-2010, while annual growth in built-up area in key development zones (KDZs), agricultural production zones (APZs) and key ecological function zones (KEFZs) increased significantly. (3) In ODZs, the average annual increase in built-up area in the Yangtze River Delta region was significantly higher than in other regions; the average area increase and rate of increase of built-up area in KDZs was faster in the western region than in other regions; average annual area growth of built-up area in APZs in the northeast, central and western regions was twice as high as the previous decade on average; the annual rate of change and increase in the dynamic degree of built-up area were most notable in KEFZs in the central region. (4) The spatial pattern and charac- teristics of built-up area expansions in the period 2010-2013 reflected the gradient feature of the plan for MFOZs. But the rate of increase locally in built-up area in ODZs, APZs and KEFZs is fast, so the effective measures must be adopted in the implementation of national and regional policies. The conclusions indicated these methods and results were meaningful for future regulation strategies in optimizing national land development in China. 展开更多
关键词 Major Function-oriented Zones satellite remote sensing land use change development of urban andtown built-up area China
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Seismic vulnerability evaluation of axially loaded steel built-up laced members I:experimental results 被引量:4
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作者 Kangmin Lee Michel Bruneau 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2008年第2期113-124,共12页
An experimental program was initiated to investigate the seismic performance of built-up laced steel brace members. Quasi-static testing of twelve typical steel built-up laced member (BLM) specimens was conducted. T... An experimental program was initiated to investigate the seismic performance of built-up laced steel brace members. Quasi-static testing of twelve typical steel built-up laced member (BLM) specimens was conducted. These were designed to span a range of parameters typically encountered for such members based on findings from a survey of commonly used shapes and details that have been historically used. The specimens were subdivided into groups of three different cross-sectional shapes, namely built-up I-shape section, and built-up box shapes buckling about the x or the y axis. Within each group, global and local buckling slenderness ratios had either kl/r values of 60 or 120, and b/t ratios of 8 or 16. The specific inelastic cyclic behavior germane to each specimen, and general observations on overall member hysteretic behavior as a function of the considered parameters, are reported. A companion paper (Lee and Bruneau 2008) investigates this observed response against predictions from analytical models, and behavior in the perspective of system performance. 展开更多
关键词 quasi-static testing built-up laced compression member experimental program BRACE
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A comparative research on built-land changes between Fujian and Taiwan provinces 被引量:2
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作者 WEI Suqiong CHEN Jianfei 《Journal of Geographical Sciences》 SCIE CSCD 2007年第2期245-256,共12页
Comparative study of LUCC between Fujian and Taiwan provinces could be a good case for study because of their geographical proximities and historical, cultural similarities. Fujian and Taiwan had gone through and curr... Comparative study of LUCC between Fujian and Taiwan provinces could be a good case for study because of their geographical proximities and historical, cultural similarities. Fujian and Taiwan had gone through and currently are in different economic development stages. Taiwan is in the stage of post-industrialization and Fujian is in the intermediate stage of industrialization. By using the official statistics, changes of built-land in Fujian and Taiwan were analyzed in details. The results showed that these two provinces seemed to have the same characteristics of built-land changes, i.e., accelerating development, and concentrated distribution on both sides of the Taiwan Straits, forming a pattern with the economic layout of two sides acting in cooperation with eath other. If comparing different industrialized areas in Fujian with industrialized stages in Taiwan, it is clear that these two provinces seemed to have the same characteristics of synthesized index of built-land change (Lc), i.e., which is from stabilization or comparative stabilization at the initial stages of industrialization to high expansion at the intermediate stages of industrialization, then followed by low consumption at later stages of industrialization, but the Lc of the initial and the later stages of industrialization in Taiwan were slightly higher than those in Fujian. The results from comparison on relevant indexes have shown: The industrial structure changing rate of Fujian is actually higher than that of built-land in Taiwan, but its using efficiency of regional built-land is also obviously lower than that in Taiwan in the intermediate and later stages of industrialization of Fujian. The major driving forces of the built-land changes in both provinces were analyzed in Causal Models of Path Analysis, and its result indicated that the difference in built-land changes of the two provinces is closely related to their economic development stages and industrial structure. Countermeasure for the realization of sustainable utilization of built-land in Fujian put forward in this article is to strengthen its intension and tap the latent power. 展开更多
关键词 built-land change regional comparison INDUSTRIALIZATION Fujian TAIWAN
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Built-in electric field effect on cyclotron mass of magnetopolarons in a wurtzite In_xGa_(1-x)N/GaN quantum well 被引量:2
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作者 赵凤岐 咏梅 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第10期396-402,共7页
The cyclotron mass of magnetopolarons in wurtzite InxGa1-xN/GaN quantum well is studied in the presence of an external magnetic field by using the Larsen perturbation method. The effects of the built-in electric field... The cyclotron mass of magnetopolarons in wurtzite InxGa1-xN/GaN quantum well is studied in the presence of an external magnetic field by using the Larsen perturbation method. The effects of the built-in electric field and different phonon modes including interface, confined and half-space phonon modes are considered in our calculation. The results for a zinc-blende quantum well are also given for comparison. It is found that the main contribution to the transition energy comes from half-space and interface phonon modes when the well width is very small while the confined modes play a more important role in a wider well due to the location of the electron wave function. As the well width increases, the cyclotron mass of magnetopolarons first increases to a maximum and then decreases either with or without the built-in electric field in the wurtzite structure and the built-in electric field slightly reduces the cyclotron mass. The variation of cyclotron mass in a zinc-blende structure is similar to that in a wurtzite structure. With the increase of external magnetic field, the cyclotron mass of polarons almost linearly increases. The cyclotron frequency of magnetopolarons is also discussed. 展开更多
关键词 wurtzite quantum well built-in electric field MAGNETOPOLARON cyclotron mass
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Towards Automatic Generation of As-built BIM:3D Building Facade Modeling and Material Recognition from Images 被引量:2
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作者 Jun Yang Zhong-Ke Shi Zi-Yan Wu 《International Journal of Automation and computing》 EI CSCD 2016年第4期338-349,共12页
As-built building information model (BIM) is an urgent need of the architecture, engineering, construction and facilities management (AEC/FM) community. However, its creation procedure is still labor-intensive and... As-built building information model (BIM) is an urgent need of the architecture, engineering, construction and facilities management (AEC/FM) community. However, its creation procedure is still labor-intensive and far from maturity. Taking advantage of prevalence of digital cameras and the development of advanced computer vision technology, the paper proposes to reconstruct a building facade and recognize its surface materials from images taken from various points of view. These can serve as initial steps towards automatic generation of as-built BIM. Specifically, 3D point clouds are generated from multiple images using structure from motion method and then segmented into planar components, which are further recognized as different structural components through knowledge based reasoning. Windows are detected through a multilayered complementary strategy by combining detection results from every semantic layer. A novel machine learning based 3D material recognition strategy is presented. Binary classifiers are trained through support vector machines. Material type at a given 3D location is predicted by all its corresponding 2D feature points. Experimental results from three existing buildings validate the proposed system. 展开更多
关键词 As-built Building information models (BIM) image reconstruction MODELING material recognition three dimensional
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Seismic vulnerability evaluation of axially loaded steel built-up laced members II:evaluations 被引量:2
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作者 Kangmin Lee Michel Bruneau 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2008年第2期125-136,共12页
The test results described in Part 1 of this paper (Lee and Bruneau, 2008) on twelve steel built-up laced members (BLMs) subjected to quasi-static loading are analyzed to provide better knowledge on their seismic ... The test results described in Part 1 of this paper (Lee and Bruneau, 2008) on twelve steel built-up laced members (BLMs) subjected to quasi-static loading are analyzed to provide better knowledge on their seismic behavior. Strength capacity of the BLM specimens is correlated with the strength predicted by the AISC LRFD Specifications. Assessments of hysteretic properties such as ductility capacity, energy dissipation capacity, and strength degradation after buckling of the specimen are performed. The compressive strength of BLMs is found to be relatively well predicted by the AISC LRFD Specifications. BLMs with smaller kl/r were ductile but failed to reach the target ductility of 3.0 before starting to fracture, while those with larger kl/r could meet the ductility demand in most cases. The normalized energy dissipation ratio, EC/ET and the normalized compressive strength degradation, Cr″/Cr of BLMs typically decrease as normalized displacements δ/δb,exp increase, and the ratios for specimens with larger kl/r dropped more rapidly than for specimens with smaller kl/r; similar trends were observed for the monolithic braces. The BLMs with a smaller slenderness ratio, kl/r, and width-to-thickness ratio, b/t, experienced a larger number of inelastic cycles than those with larger ratios. 展开更多
关键词 seismic vulnerability built-up compression member strength capacity ductility capacity energy dissipation strength degradation
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Modeling and Simulation for Complex Repairable System with Built-in Test Equipment 被引量:1
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作者 吕学志 于永利 +1 位作者 张柳 任帆 《Defence Technology(防务技术)》 SCIE EI CAS 2011年第2期119-125,共7页
In order to research the effects of built-in test(BIT) on the system and select BITand test strategy,the complex repairable systems with BITequipment are modeled and simulated by using Simulink.Based on the model,the ... In order to research the effects of built-in test(BIT) on the system and select BITand test strategy,the complex repairable systems with BITequipment are modeled and simulated by using Simulink.Based on the model,the influences of different built-in test equipments,maintenance time and error probabilities on the system usability are evaluated.The simulation results showthat they effect on the system differently.The simulation method of complex system based on Simulink provides a technique approach to research the effects of BITon the system and select BITand test strategy. 展开更多
关键词 computer application complex system built-in test equipment SIMULINK
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Finite element investigation of steel built-up shear links subjected to inelastic deformations 被引量:1
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作者 Peter Dusicka Ahmad M.Itani Ian G.Buckle 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2004年第2期195-203,共9页
Non-linear finite element models accounting for large displacements have been used to investigate the behavior of steel built-up shear links that had previously been tested using large-scale experiments. The links wer... Non-linear finite element models accounting for large displacements have been used to investigate the behavior of steel built-up shear links that had previously been tested using large-scale experiments. The links were designed using steel grades with yield points ranging from high to low strengths. The objectives of the numerical analyses were to further investigate the non-linear behavior and to correlate the numerical results with experimental observations. Elasto-plastic as well as cyclic stress-strain material properties were incorporated to study the influence of material behavior on the overall shear link response. Non-linear monotonie analyses of the shear links incorporating the cyclic stress-strain steel properties resulted in similar trends in the response as the backbone curves recorded from the physical experiments. The numerical models of built-up shear links utilizing structural grade steels closely correlated to the experimentally recorded shear strength. Models utilizing low yield point steels overestimated the shear strength, which was caused by the characteristics of cyclic behavior of those steels. The detailed numerical models also allowed for investigation of the plastic strain demands on the different components of the link. It was shown that finite element models combined with appropriate stress-strain relationship may be used with confidence to check the design of shear links of different steel grades and sectional geometries. 展开更多
关键词 finite element investigation steel built-up shear link inelastic deformation
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Safety Limitations of Large New-Built Seagoing Vessels Towed through Bridge Area 被引量:1
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作者 LI Dongfeng LIU Mingjun CHEN Li 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2015年第6期543-548,共6页
The safety limitation of large new-built seagoing ves- sel design and operation is investigated to ensure safety of the new vessels towed through bridge area. We analyze the maneuverabil- ity characteristics of a towi... The safety limitation of large new-built seagoing ves- sel design and operation is investigated to ensure safety of the new vessels towed through bridge area. We analyze the maneuverabil- ity characteristics of a towing fleet, and develop a mathematical drift model of ship motion for the fleet. Based on this drift model and the hydro-meteorological conditions in bridge area, we pro- pose a method to systematically ascertain the safety limitations of water stages, current, wind, speed and visibility. This method is conducive to the safety of both navigation and bridges when large towing fleets transit through bridges. 展开更多
关键词 large new-built seagoing vessel towing formation bridge area safety limitations
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BOARD-LEVEL BUILT-IN SELF-REPAIR METHOD OF RAM 被引量:1
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作者 DOU Yanjie Zhan Huiqin +1 位作者 Chen Yakun Shang Hongliang 《Journal of Electronics(China)》 2012年第1期128-131,共4页
This paper describes the method of built-in self-repairing of RAM on board, designs hardware circuit, and logic for the RAM's faults self-repairing system based on FPGA. The key technology is that it utilizes FPGA... This paper describes the method of built-in self-repairing of RAM on board, designs hardware circuit, and logic for the RAM's faults self-repairing system based on FPGA. The key technology is that it utilizes FPGA to test RAM according to some algorithm to find out failure memory units and replace the faulty units with FPGA. Then it can build a memory that has no fault concern to external controller, and realizes the logic binding between external controller and RAM. Micro Controller Unit (MCU) can operate external RAM correctly even if RAM has some fault address units. Conventional MCS-51 is used to simulate the operation of MCU operating external memory. Simulation shows FPGA can complete the faulty address units' mapping and MCU can normally read and write external RAM. This design realizes the RAM's built-in self-repairing on board. 展开更多
关键词 RAM testing built-in self-repairing Faulty address mapping Function test
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Wind Turbine Power Output Assessment in Built Environment 被引量:1
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作者 Akira Nishimura Takuya Ito +4 位作者 Junsuke Murata Toshitake Ando Yasunari Kamada Masafumi Hirota Mohan Kolhe 《Smart Grid and Renewable Energy》 2013年第1期1-10,共10页
In future planning of the city, it is very important to consider the proper intelligent integration of renewable energy sources into the built environment for developing smart cities. Analysis of the wind velocity pro... In future planning of the city, it is very important to consider the proper intelligent integration of renewable energy sources into the built environment for developing smart cities. Analysis of the wind velocity profile in the built environment is very important for finding out the energy content in the wind and also to analyze the performance of wind turbines in the built environment. In this study, building topologies of smart city are investigated for finding out the wind velocity profile and the wind turbine power output in the built environment. The wind velocity distribution across buildings is numerically simulated by using commercial CFD (Computational Fluid Dynamics) software CFD-ACE+. Wind turbine power output is estimated by using the power curve of real commercial wind turbine and wind velocity distribution simulated by CFD software. It has been observed that the wind is accelerated in the intervening space between the buildings irrespective of distance between the walls of adjacent buildings under the condition, which are investigated in this study. The wind is accelerated across buildings, and is reduced rapidly after blowing through buildings, and recovered gradually. Since the wind is accelerated in the intervening space between buildings and reduced in the area at the back of buildings, a wind turbine should be installed at the area at the back of the buildings and located on center between the buildings. In this work, it is observed that size dimensions and layout of the building are effective in realizing a smart city for utilizing renewable energy such as wind turbine in the built environment. 展开更多
关键词 WIND TURBINE WIND Energy in built Environment WIND VELOCITY Distribution ACROSS Buildings Urban WIND RESOURCE ASSESSMENT
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Education Training Improvement of Built Environment and Energy Application Engineering in Line with the ABET Criteria
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作者 YANG Xuebin LIU Lin +1 位作者 LIANG Zhen SHEN Henggen 《Journal of Donghua University(English Edition)》 EI CAS 2019年第6期586-593,共8页
Built Environment and Energy Application Engineering(BEEAE),namely Heating,Ventilating,Air Conditioning and Refrigerating(HVAC&R),is one of the international accreditation programs.Its knowledge system of professi... Built Environment and Energy Application Engineering(BEEAE),namely Heating,Ventilating,Air Conditioning and Refrigerating(HVAC&R),is one of the international accreditation programs.Its knowledge system of professional theory and professional education in accredited engineering academic programs must meet the requirements of the relevant international engineering certification.In view of professional engineers and technicians training of BEEAE,the professional training programs and the knowledge system are compared and explored in line with the international certification criteria.This study compares the items and requirements of different international certification criteria,and summarizes the experienced methods of education training.The undergraduate education and training programs are then improved in accordance with the requirements from international certification criteria.The BEEAE education training schemes should combine the knowledge system of the national professional guidance standards with the items from international certification criteria. 展开更多
关键词 international ACCREDITATION CRITERIA education training built Environment and Energy APPLICATION Engineering(BEEAE) assessment and evaluation program CHANGE
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考虑群体差异的地铁出行时空特征及影响因素 被引量:1
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作者 陈红 李晨光 +2 位作者 刘爽 刘恩泽 姚振兴 《长安大学学报(自然科学版)》 北大核心 2025年第1期114-124,共11页
为分析地铁站点周边建成环境对不同年龄群体出行时空特征的影响,以西安市为例,结合手机信令数据、兴趣点数据和土地利用数据,提取老年群体和非老年群体的轨道交通客流量及4类建成环境变量。对出行时空特征进行深入分析的基础上,使用轻... 为分析地铁站点周边建成环境对不同年龄群体出行时空特征的影响,以西安市为例,结合手机信令数据、兴趣点数据和土地利用数据,提取老年群体和非老年群体的轨道交通客流量及4类建成环境变量。对出行时空特征进行深入分析的基础上,使用轻量级梯度提升机(LightGBM)探讨地铁站点周边建成环境对不同群体客流量的特征重要度和非线性影响。研究结果表明:LightGBM模型在拟合和预测不同年龄群体出行特征方面表现出优异的效果,显著优于传统的梯度提升决策树(GBDT)模型和线性回归(LR)模型;老年群体早晚高峰呈双峰形,老年群体无明显峰值;2类群体地铁出行距离主要集中在7~20 km,活动范围主要位于西安市三环内,但三环外热门景区附近的地铁站点吸引了大量非老年群体;建成环境因素对2类群体地铁出行的影响重要度存在差异,交通相关特征是影响2类群体地铁客流量最重要的特征,对老年群体的影响大于非老年群体,居住人口密度和工作人口密度对老年群体的影响小于非老年群体;医疗中心数量、科教文化数量、公司企业数量、公交站点密度与2类群体客流量呈非线性正相关,且有明显的阈值效应,当医疗中心数量达到58、科教文化数量为48时,促进作用最明显。研究结果对构建老年友好型城市体系具有重要意义,为制定增强老年人出行能力的相关政策提供参考。 展开更多
关键词 交通工程 城市交通 轻量级梯度提升机 群体差异 建成环境 老年人
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Optimization of Building Layouts to Increase Wind Turbine Power Output in the Built Environment Assumed to Be Installed at Fukushima City and Tsu City in Japan
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作者 Akira Nishimura Masanobu Kakita +4 位作者 Junsuke Murata Toshitake Ando Yasunari Kamada Masafumi Hirota Mohan Lal Kolhe 《Smart Grid and Renewable Energy》 2015年第9期279-292,共14页
It is very important to consider proper intelligent integration and locations of renewable energy sources into the built environment for developing smart cities. Wind speed distribution study in the built environment ... It is very important to consider proper intelligent integration and locations of renewable energy sources into the built environment for developing smart cities. Wind speed distribution study in the built environment is very essential for analyzing the wind turbine performance located in the built environment. In this work, the building layout like nozzle is proposed and the objective is to optimize the building layout for increasing electrical energy output of wind turbine, assumed to be installed in actual cities of Japan. The wind speed distribution across buildings is numerically simulated by using CFD-ACE+. Wind turbine power output is estimated using the power curve of a real commercial wind turbine and wind speed distribution is simulated using CFD software. The meteorological data of Fukushima city and Tsu city of Japan are utilized for evaluating the wind speed distribution profile across the building and for finding the electrical energy output from wind turbine. The proposed building models, which have the angle between two buildings like nozzle of 90°, 135° and 180°, can provide the wind acceleration at the back of buildings for the wind blowing from the main wind direction and the angle of 135&deg;is optimum building layout. In the case of installing the proposed building model in Fukushima city and Tsu city, the wind energy output in winter season is higher while that in summer season is lower irrespective of the buildings’ angle. The interaction between the change in frequency distribution of wind speed and direction throughout the year and the location of open tip of building model decides the power generation characteristics of the proposed building model. 展开更多
关键词 built ENVIRONMENT WIND TURBINE built ENVIRONMENT WIND Speed Distribution BUILDING LAYOUTS for built ENVIRONMENT WIND TURBINE Smart CITY
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Analysis of the Relationship between Land Surface Temperature and Vegetation and Built-Up Indices in Upper-Hill, Nairobi
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作者 Patricia Wanjiku Mwangi Faith Njoki Karanja Peter Kariuki Kamau 《Journal of Geoscience and Environment Protection》 2018年第1期1-16,共16页
Designing “liveable” cities as climate change effects are felt all over the world has become a priority to city authorities as ways are sought to reduce rising temperatures in urban areas. Urban Heat Island (UHI) ef... Designing “liveable” cities as climate change effects are felt all over the world has become a priority to city authorities as ways are sought to reduce rising temperatures in urban areas. Urban Heat Island (UHI) effect occurs when there is a difference in temperature between rural and urban areas. In urban areas, impervious surfaces absorb heat during the day and release it at night, making urban areas warmer compared to rural areas which cool faster at night. This Urban Heat Island effect is particularly noticeable at night. Noticeable negative effects of Urban Heat Islands include health problems, air pollution, water shortages and higher energy requirements. The main objective of this research paper was to analyze the spatial and temporal relationship between Land Surface Temperature (LST) and Normalized Density Vegetation Index (NDVI) and Built-Up Density Index (BDI) in Upper-Hill, Nairobi Kenya. The changes in land cover would be represented by analyzing the two indices NDVI and BDI. Results showed the greatest increase in temperature within Upper-Hill of up to 3.96&#176C between the years 2015 and 2017. There was also an increase in impervious surfaces as indicated by NDVI and BDI within Upper-Hill and its surroundings. The linear regression results showed a negative correlation between LST and NDVI and a positive correlation with BDI, which is a better predictor of Land Surface Temperature than NDVI. Data sets were analyzed from Landsat imagery for the periods 1987, 2002, 2015 and 2017 to determine changes in land surface temperatures over a 30 year period and it’s relation to land cover changes using indices. Visual comparisons between Temperature differences between the years revealed that temperatures decreased around the urban areas. Minimum and maximum temperatures showed an increase of 1.6&#176C and 3.65&#176C respectively between 1987 and 2017. The comparisons between LST, NDVI and BDI show the results to be significantly different. The use of NDVI and BDI to study changes in land cover due to urbanization, reduces the time taken to manually classify moderate resolution satellite imagery. 展开更多
关键词 Urban Heat ISLAND built-UP Areas BDI Land Surface Temperature
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