Analysis of Road Networks Features of Urban Municipal District Based on Fractal Dimension

被引:5
|
作者
Deng, Hongxing [1 ]
Wen, Wen [1 ,2 ]
Zhang, Wenhui [1 ]
机构
[1] Northeast Forestry Univ, Sch Traff & Transportat, Harbin 150040, Peoples R China
[2] Harbin Vocat & Tech Coll, Sch Modern Serv, Harbin 150081, Peoples R China
关键词
fractal dimension; GIS; road network; municipal district; effort of urban infrastructure;
D O I
10.3390/ijgi12050188
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The structural characteristics of an urban road network directly affect the urban road network's overall function and service level. Because the hierarchical division and layout form of an urban road network has self-similarity and scale invariance, the urban traffic network has certain time-space fractal characteristics, and fractal theory has become a powerful tool for evaluating traffic networks. This paper calculates and compares five fractal dimensions (FD) of nine districts in Harbin. Meanwhile, each calculated FD is linearly regressed with the area, population, built-up area, building area, the total number and length of roads, and the number of buildings in the region. The results show that the fractal dimensions of the five types are between 1 and 2. In the same district, the values of the FD perimeter and FD ruler are lower compared to the FD box, FD information, and FD mass, whereas those of the FD box and FD information are higher. Compared to the FD box and FD information, the value of FD mass shows unevenly. Based on the current research results, this study discusses the feasibility of using relevant indicators in the fractal process to evaluate the layout of the urban road network and guide its optimization and adjustment.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] GIS-based Analysis of Fractal Features of the Urban Road Network
    Mo, Yikui
    Liu, Junda
    Lv, Shen
    [J]. PROCEEDINGS OF 2015 6TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE, 2015, : 845 - 848
  • [2] Research on Urban Road Network Evaluation Based on Fractal Analysis
    Wen, Wen
    Zhang, Wenhui
    Deng, Hongxing
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2023, 2023
  • [3] FRACTAL PATTERN IN SPATIAL STRUCTURE OF URBAN ROAD NETWORKS
    Sun, Zhuo
    Zheng, Jianfeng
    Hu, Hongtao
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2012, 26 (30):
  • [4] EEG Signal Features Extraction based on Fractal Dimension
    Finotello, Francesca
    Scarpa, Fabio
    Zanon, Mattia
    [J]. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, : 4154 - 4157
  • [5] Road Damage Feature Extraction in Image Based on Fractal Dimension
    Shen, Zhaoqing
    Chen, Xindong
    Tang, Xuan
    Zhang, Honglei
    [J]. ADVANCES IN CIVIL ENGINEERING II, PTS 1-4, 2013, 256-259 : 2971 - +
  • [6] Vulnerability analysis of urban road networks based on traffic situation
    Wang, Ziqi
    Pei, Yulong
    Liu, Jing
    Liu, Hehang
    [J]. INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURE PROTECTION, 2023, 41
  • [7] Study on urban road network traffic district division based on clustering analysis
    Zhao, Luhua
    Li, Yang
    [J]. 2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 3556 - 3560
  • [8] Analysis of spatial heterogeneity based on fractal dimension on Nanjing road-region vegetation ecosystem
    Xie Meisi
    Zhao Chen
    [J]. PROCEEDINGS OF THE 2013 THE INTERNATIONAL CONFERENCE ON REMOTE SENSING, ENVIRONMENT AND TRANSPORTATION ENGINEERING (RSETE 2013), 2013, 31 : 144 - 148
  • [9] Analysis and classification of speech signals by generalized fractal dimension features
    Pitsikalis, Vassilis
    Maragos, Petros
    [J]. SPEECH COMMUNICATION, 2009, 51 (12) : 1206 - 1223
  • [10] Recognition of plant leaf image based on fractal dimension features
    Du, Ji-xiang
    Zhai, Chuan-Min
    Wang, Qing-Ping
    [J]. NEUROCOMPUTING, 2013, 116 : 150 - 156