Analysis of the Chinese air route network as a complex network

被引:76
|
作者
Cai Kai-Quan [1 ]
Zhang Jun [1 ]
Du Wen-Bo [1 ]
Cao Xian-Bin [1 ]
机构
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing 100083, Peoples R China
基金
中国国家自然科学基金; 国家科技攻关计划;
关键词
complex network; Chinese air route network; air transportation; SMALL-WORLD NETWORKS; AIRPORT NETWORK; TRANSPORTATION NETWORK; MODEL; DYNAMICS;
D O I
10.1088/1674-1056/21/2/028903
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The air route network, which supports all the flight activities of the civil aviation, is the most fundamental infrastructure of air traffic management system. In this paper, we study the Chinese air route network (CARN) within the framework of complex networks. We find that CARN is a geographical network possessing exponential degree distribution, low clustering coefficient, large shortest path length and exponential spatial distance distribution that is obviously different from that of the Chinese airport network (CAN). Besides, via investigating the flight data from 2002 to 2010, we demonstrate that the topology structure of CARN is homogeneous, howbeit the distribution of flight flow on CARN is rather heterogeneous. In addition, the traffic on CARN keeps growing in an exponential form and the increasing speed of west China is remarkably larger than that of east China. Our work will be helpful to better understand Chinese air traffic systems.
引用
收藏
页数:7
相关论文
共 50 条
  • [31] Complex Network Analysis of Pakistan Railways
    Mohmand, Yasir Tariq
    Wang, Aihu
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2014, 2014
  • [32] Complex Network Analysis of Transmission Mechanism for Sustainable Incentive Policies
    Li, Lingyan
    Feng, Lujiao
    Guo, Xiaotong
    Xie, Haiyan
    Shi, Wei
    SUSTAINABILITY, 2020, 12 (02)
  • [33] Complex Network Analysis of the Bitcoin Blockchain Network
    Tao, Bishenghui
    Ho, Ivan Wang-Hei
    Dai, Hong-Ning
    2021 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2021,
  • [34] Complex Network Analysis of the Bitcoin Transaction Network
    Tao, Bishenghui
    Dai, Hong-Ning
    Wu, Jiajing
    Ho, Ivan Wang-Hei
    Zheng, Zibin
    Cheang, Chak Fong
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 69 (03) : 1009 - 1013
  • [35] Network Characteristics and Vulnerability Analysis of Chinese Railway Network under Earthquake Disasters
    Yin, Lingzhi
    Wang, Yafei
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 9 (12)
  • [36] Analysis of the monitoring network of Substation as a complex network
    Wang, Qiushi
    Shang, Zhijun
    Zhang, Hongyu
    Ge, Weichun
    Cui, Shijie
    2013 2ND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND MEASUREMENT, SENSOR NETWORK AND AUTOMATION (IMSNA), 2013, : 548 - 551
  • [37] Identification of crisis in the Chinese stock market based on complex network
    Huang, Chuangxia
    Liu, Shijie
    Yang, Xiaoguang
    Yang, Xin
    APPLIED ECONOMICS LETTERS, 2023, 30 (18) : 2536 - 2542
  • [38] Structure, Resilience and Evolution of the European Air Route Network From 2015 to 2018
    Esteve, Pau
    Ramasco, Jose J.
    Zanin, Massimiliano
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2023, 10 (04): : 2045 - 2058
  • [39] How to improve the effectiveness of Chinese green certificate market? A complex network and social influence analysis
    Zheng, Junjun
    Wang, Juan
    Yu, Liukai
    JOURNAL OF CLEANER PRODUCTION, 2022, 380
  • [40] Characterizing air quality data from complex network perspective
    Fan, Xinghua
    Wang, Li
    Xu, Huihui
    Li, Shasha
    Tian, Lixin
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2016, 23 (04) : 3621 - 3631