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Urban Vitality Measurement and Influence Mechanism Detection in China

Author

Listed:
  • Jinghu Pan

    (College of Geography and Environmental Science, Northwest Normal University, Lanzhou 730070, China)

  • Xiuwei Zhu

    (College of Geography and Environmental Science, Northwest Normal University, Lanzhou 730070, China)

  • Xin Zhang

    (Lanzhou Regional Climate Center, Lanzhou 730020, China)

Abstract

Urban vitality is the life force of a city. In this paper, starting from three subsystems of population, economy, and function, the comprehensive index system for measuring urban vitality was constructed respectively from three scales: grid, prefecture-level administrative region, and urban agglomeration. GIS spatial analysis methods were used to measure the urban vitality index and analyze the spatial distribution pattern. Then, the MGWR was used to reveal the main factors affecting the difference in urban vitality and analyze the influence mechanism of urban vitality. Accordingly, countermeasures and suggestions for creating vibrancy were put forward. The result shows the following: At the grid scale, urban vitality presents a spatial distribution pattern of “large dispersion, small agglomeration”, which has significant differentiation characteristics of city scale and hierarchy. At the administrative region scale, the overall vitality of cities at the prefecture level and above in China is not high, and the spatial differences are large. The spatial scan identified 28 vigorous cities with high potential, belonging to 6 vigorous clusters. On the scale of urban agglomeration, according to the degree of vitality, there are three gradients. The spatial difference in urban vitality was affected by the internal characteristics and external environment.

Suggested Citation

  • Jinghu Pan & Xiuwei Zhu & Xin Zhang, 2022. "Urban Vitality Measurement and Influence Mechanism Detection in China," IJERPH, MDPI, vol. 20(1), pages 1-24, December.
    • Handle: RePEc:gam:jijerp:v:20:y:2022:i:1:p:46-:d:1009470
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    References listed on IDEAS

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    1. Xinyue Hu & Han Yan & Deng Wang & Zhuoqun Zhao & Guoqin Zhang & Tao Lin & Hong Ye, 2020. "A Promotional Construction Approach for an Urban Three-Dimensional Compactness Model—Law-of-Gravitation-Based," Sustainability, MDPI, vol. 12(17), pages 1-10, August.
    2. Wenze Yue & Yang Chen & Qun Zhang & Yong Liu, 2019. "Spatial Explicit Assessment of Urban Vitality Using Multi-Source Data: A Case of Shanghai, China," Sustainability, MDPI, vol. 11(3), pages 1-20, January.
    3. Akinci, Zeynep S. & Marquet, Oriol & Delclòs-Alió, Xavier & Miralles-Guasch, Carme, 2022. "Urban vitality and seniors’ outdoor rest time in Barcelona," Journal of Transport Geography, Elsevier, vol. 98(C).
    4. Kan, Zihan & Kwan, Mei-Po & Liu, Dong & Tang, Luliang & Chen, Yang & Fang, Mengyuan, 2022. "Assessing individual activity-related exposures to traffic congestion using GPS trajectory data," Journal of Transport Geography, Elsevier, vol. 98(C).
    5. Paköz, Muhammed Ziya & Yaratgan, Dilara & Şahin, Aydan, 2022. "Re-mapping urban vitality through Jane Jacobs’ criteria: The case of Kayseri, Turkey," Land Use Policy, Elsevier, vol. 114(C).
    6. Haize Pan & Chuan Yang & Lirong Quan & Longhui Liao, 2021. "A New Insight into Understanding Urban Vitality: A Case Study in the Chengdu-Chongqing Area Twin-City Economic Circle, China," Sustainability, MDPI, vol. 13(18), pages 1-19, September.
    7. Mei Gai & Xiuqi Wang & Changli Qi, 2020. "Spatiotemporal Evolution and Influencing Factors of Ecological Civilization Construction in China," Complexity, Hindawi, vol. 2020, pages 1-14, October.
    8. Suji Kim, 2020. "Urban Vitality, Urban Form, and Land Use: Their Relations within a Geographical Boundary for Walkers," Sustainability, MDPI, vol. 12(24), pages 1-14, December.
    9. Bo Huang & Yulun Zhou & Zhigang Li & Yimeng Song & Jixuan Cai & Wei Tu, 2020. "Evaluating and characterizing urban vibrancy using spatial big data: Shanghai as a case study," Environment and Planning B, , vol. 47(9), pages 1543-1559, November.
    10. Bahram Zikirya & Xiong He & Ming Li & Chunshan Zhou, 2021. "Urban Food Takeaway Vitality: A New Technique to Assess Urban Vitality," IJERPH, MDPI, vol. 18(7), pages 1-18, March.
    11. Bin Tian & Bin Meng & Juan Wang & Guoqing Zhi & Zhenyu Qi & Siyu Chen & Jian Liu, 2022. "Spatio-Temporal Patterns of Fitness Behavior in Beijing Based on Social Media Data," Sustainability, MDPI, vol. 14(7), pages 1-18, March.
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