IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i16p12141-d1213105.html
   My bibliography  Save this article

Spatial Heterogeneity of Urban Road Network Fractal Characteristics and Influencing Factors

Author

Listed:
  • Yang Yang

    (Graduate School of Medicine, Science and Technology, Shinshu University, Nagano 380-8553, Japan)

  • Baibai Fu

    (School of Architecture and Urban and Rural Planning, Shandong Jianzhu University, Jinan 250101, China)

Abstract

Fractal geometry has provided a new perspective for urban road network morphology research. This study systematically verifies and analyzes the spatial heterogeneity of fractal characteristics and influencing factors of urban road networks using spatial analysis. Here, Tokyo Metropolis was selected as a case, and the fractal dimensions of road networks were calculated. To determine the spatial heterogeneity in the relationship between fractal dimensions and influencing factors, we examined the spatial distribution characteristics of fractal dimensions using spatial autocorrelation analysis, selected population, build-up area density, and road network density as the explanatory variables, and established the global regression model and local regression model using ordinary least squares (OLS) and geographically weighted regression (GWR), respectively. The results indicated that the spatial distribution of fractal dimensions of the urban road network exhibited an obvious tendency toward geographical dependency. Considering the spatial heterogeneity in the relationship between the fractal characteristics of the road network and the influencing factors not only improves the reliability of analysis but also helps planners and decision-makers grasp the morphological characteristics of the urban road network and estimate the evolution of the road network, thereby promoting the development of urban road networks in a more orderly, efficient, and sustainable direction.

Suggested Citation

  • Yang Yang & Baibai Fu, 2023. "Spatial Heterogeneity of Urban Road Network Fractal Characteristics and Influencing Factors," Sustainability, MDPI, vol. 15(16), pages 1-16, August.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:16:p:12141-:d:1213105
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/16/12141/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/16/12141/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hu, Xisheng & Wu, Chengzhen & Wang, Jiankai & Qiu, Rongzu, 2018. "Identification of spatial variation in road network and its driving patterns: Economy and population," Regional Science and Urban Economics, Elsevier, vol. 71(C), pages 37-45.
    2. Tian Lan & Zhilin Li & Hong Zhang, 2019. "Urban Allometric Scaling Beneath Structural Fractality of Road Networks," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 109(3), pages 943-957, May.
    3. John P. Haskell & Mark E. Ritchie & Han Olff, 2002. "Fractal geometry predicts varying body size scaling relationships for mammal and bird home ranges," Nature, Nature, vol. 418(6897), pages 527-530, August.
    4. Lingling Qi & Xiaoqing Zhou & Xinshan Peng & Xiangjun Chen & Zhaofeng Wang & Juhua Dai, 2022. "A Study on the Pore Structure and Fractal Characteristics of Briquettes with Different Compression Loads," Sustainability, MDPI, vol. 14(19), pages 1-14, September.
    5. Ayse Gertik & Aykut Karaman, 2023. "The Fractal Approach in the Biomimetic Urban Design: Le Corbusier and Patrick Schumacher," Sustainability, MDPI, vol. 15(9), pages 1-21, May.
    6. Alina Bărbulescu & Cristian Ștefan Dumitriu, 2023. "Fractal Characterization of Brass Corrosion in Cavitation Field in Seawater," Sustainability, MDPI, vol. 15(4), pages 1-14, February.
    7. Zhonghao Zhang & Rui Xiao & Weixuan Yu & Yue Liu & Meng Lin & Meng Wang, 2017. "Characterizing Factors Associated with Built-Up Land Expansion in Urban and Non-Urban Areas from a Morphological Perspective," Sustainability, MDPI, vol. 9(8), pages 1-15, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. He, Ji-Huan, 2006. "Application of E-infinity theory to biology," Chaos, Solitons & Fractals, Elsevier, vol. 28(2), pages 285-289.
    2. Chenxi Li & Kening Wu & Xiangyu Gao, 2020. "Manufacturing industry agglomeration and spatial clustering: Evidence from Hebei Province, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 2941-2965, April.
    3. Bill McKelvey & Benyamin B. Lichtenstein & Pierpaolo Andriani, 2012. "When organisations and ecosystems interact: toward a law of requisite fractality in firms," International Journal of Complexity in Leadership and Management, Inderscience Enterprises Ltd, vol. 2(1/2), pages 104-136.
    4. Aurélie Lalanne & Shana Sundstrom & Ahjond Garmestani, 2023. "Discontinuous structure of regional and subregional urban systems: Nouvelle-Aquitaine, France (1800–2015)," Urban Studies, Urban Studies Journal Limited, vol. 60(5), pages 869-884, April.
    5. Hendriks, A. Jan, 2007. "The power of size: A meta-analysis reveals consistency of allometric regressions," Ecological Modelling, Elsevier, vol. 205(1), pages 196-208.
    6. Andrew Crompton, 2005. "Scaling in a Suburban Street," Environment and Planning B, , vol. 32(2), pages 191-197, April.
    7. He, Ji-Huan, 2006. "Cell size and cell number as links between noncoding DNA and metabolic rate scaling," Chaos, Solitons & Fractals, Elsevier, vol. 28(4), pages 1026-1028.
    8. Alemanno, Sara & Mancinelli, Giorgio & Basset, Alberto, 2007. "Effects of invertebrate patch use behaviour and detritus quality on reed leaf decomposition in aquatic systems: A modelling approach," Ecological Modelling, Elsevier, vol. 205(3), pages 492-506.
    9. Scherer, Cédric & Jeltsch, Florian & Grimm, Volker & Blaum, Niels, 2016. "Merging trait-based and individual-based modelling: An animal functional type approach to explore the responses of birds to climatic and land use changes in semi-arid African savannas," Ecological Modelling, Elsevier, vol. 326(C), pages 75-89.
    10. Pierpaolo Andriani & Bill McKelvey, 2006. "Beyond Gaussian Averages: Redirecting Management Research Toward Extreme Events and Power Laws," Working Papers 2006_03, Durham University Business School.
    11. Pierpaolo Andriani & Bill McKelvey, 2007. "Beyond Gaussian averages: redirecting international business and management research toward extreme events and power laws," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(7), pages 1212-1230, December.
    12. Lu Yang & Dan Wu & Shuhui Cao & Weinan Zhang & Zebin Zheng & Li Liu, 2022. "Transportation Interrelation Embedded in Regional Development: The Characteristics and Drivers of Road Transportation Interrelation in Guangdong Province, China," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    13. Huafei Yu & Yaolong Zhao & Yingchun Fu & Le Li, 2018. "Spatiotemporal Variance Assessment of Urban Rainstorm Waterlogging Affected by Impervious Surface Expansion: A Case Study of Guangzhou, China," Sustainability, MDPI, vol. 10(10), pages 1-22, October.
    14. Dumedah, Gift & Eshun, Gabriel, 2020. "The case of Paratransit - ‘Trotro’ service data as a credible location addressing of road networks in Ghana," Journal of Transport Geography, Elsevier, vol. 84(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:16:p:12141-:d:1213105. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.