Perspectives of Big Data Analysis in Urban Railway Planning: Shenzhen Metro Case Study

被引：0
|
作者：
Peng, Keke [1 ]
Yuan, Caiwei [2 ]
Xu, Wen [3 ]
机构：
[1] Shenzhen City Traff Planning Design Res Ctr, Shenzhen, Guangdong, Peoples R China
[2] Harbin Inst Technol Shenzhen, Dept Comp Sci & Technol, Shenzhen, Guangdong, Peoples R China
[3] Texas Womans Univ, Dept Math & Comp Sci, Denton, TX 76204 USA
来源：
COMBINATORIAL OPTIMIZATION AND APPLICATIONS, COCOA 2017, PT I | 2017年 / 10627卷
关键词：
Traffic efficiency; Railway evaluation; City dynamics;
D O I：
10.1007/978-3-319-71150-8_32
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Urban railway system is of great importance to public transportation and economic development. However, due to the fast development of urban cities and time-consuming construction, it is quite challenging to plan a successful metro railway system beforehand. In this paper, we propose perspectives of evaluating traffic efficiency of metro railway systems from various factors such as the total railway traffic flow, the structure of the traffic system and the spatial distribution of work-and-home. We evaluate the implementation effect of Shenzhen railway system (particular the second phase construction) based on historical and real-time data reported by 28,000 passengers, which will provide insightful suggestions for Shenzhen metro construction in the future.
引用
收藏
页码：386 / 400
页数：15
相关论文
共 50 条
  • [31] Stability Analysis of TBM Tunnel Undercrossing Existing High-Speed Railway Tunnel: A Case Study from Yangtaishan Tunnel of Shenzhen Metro Line 6
    Zhao, Mingji
    Cheng, Yun
    Song, Zhanping
    Wang, Tong
    Zhang, Yuwei
    Gong, Yitong
    Song, Yuncai
    [J]. ADVANCES IN CIVIL ENGINEERING, 2021, 2021
  • [32] Intra-Urban Labor Mobility: New Perspectives for the Use of Big Data in Urban Analysis
    Pajevic, Filipa
    Shearmur, Richard G.
    [J]. PROCEEDINGS OF THE 51ST ISOCARP CONGRESS, 2015,
  • [33] Building Function Mapping Using Multisource Geospatial Big Data: A Case Study in Shenzhen, China
    Wang, Jionghua
    Luo, Haowen
    Li, Wenyu
    Huang, Bo
    [J]. REMOTE SENSING, 2021, 13 (23)
  • [34] Evaluation of Barrier-Free Facilities of Metro Stations Based on AFC Data: A Case Study in Shenzhen, China
    Zhao, Haoran
    Duan, Zhengyu
    [J]. CICTP 2022: INTELLIGENT, GREEN, AND CONNECTED TRANSPORTATION, 2022, : 1229 - 1239
  • [35] The invisible metro system: The case study of the Belgrade metro system planning
    Sipetic, Nemanja
    Savic, Mikana
    Furundzic, Danilo
    [J]. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2019, 83 : 485 - 497
  • [36] The impacts of extreme hot weather on metro ridership: A case study of Shenzhen, China
    Wang, Bo
    Zhang, Feiyang
    Liu, Jixiang
    Tan, Zhangzhi
    [J]. JOURNAL OF TRANSPORT GEOGRAPHY, 2024, 117
  • [37] Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification
    Detor, Samantha
    Roh, Abigail
    Xie, Yiqun
    Shekhar, Shashi
    [J]. BIG DATA ANALYTICS (BDA 2019), 2019, 11932 : 176 - 192
  • [38] Analysis of Urban Public Transit Accessibility Using Big Data: A Case Study of Nanjing, China
    Zheng, Meina
    Guo, Xiucheng
    Liu, Feng
    Lei, Xinyue
    [J]. CICTP 2020: TRANSPORTATION EVOLUTION IMPACTING FUTURE MOBILITY, 2020, : 4585 - 4598
  • [39] Exploiting Big Data Analytics for Smart Urban Planning
    Ameer, Saba
    Shah, Munam Ali
    [J]. 2018 IEEE 88TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2018,
  • [40] Wind environment assessment and planning of urban natural ventilation corridors using GIS: Shenzhen as a case study
    Liu, Xiaoqian
    Huang, Bo
    Li, Rongrong
    Zhang, Junhua
    Gou, Qiang
    Zhou, Tao
    Huang, Zhihui
    [J]. URBAN CLIMATE, 2022, 42
12345