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Spatio-Temporal Evolution of City Resilience in the Yangtze River Delta, China, from the Perspective of Statistics

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  • Qing Song

    (School of Business, Suzhou University of Science and Technology, Suzhou 215009, China)

  • Shengyuan Zhong

    (School of Business, Suzhou University of Science and Technology, Suzhou 215009, China)

  • Junyu Chen

    (School of Business, Suzhou University of Science and Technology, Suzhou 215009, China
    College of Management and Economics, Tianjin University, Tianjin 300072, China)

  • Chuanming Yang

    (School of Business, Suzhou University of Science and Technology, Suzhou 215009, China)

  • Yan Zhu

    (School of Business, Suzhou University of Science and Technology, Suzhou 215009, China)

Abstract

The development of resilient cities has become a critical global issue with respect to the stimulation of sustainable economic, social, and ecological advancement. The Yangtze River Delta region, which is the most densely populated region in China, is undergoing the fastest urbanization and is achieving the highest level of economic development in the country. Thus, it is of great theoretical and practical significance to study the evolution of spatiotemporal city resilience in this region. For this study, the resilience of 41 core cities in the Yangtze River Delta in China from 2010 to 2020 was evaluated through a combination of game weighting and fuzzy matter-element analysis. Subsequently, the spatiotemporal differences in city resilience were revealed via the Dagum Gini coefficient and the Kernel density model. Further, the driving factors of city resilience were analyzed by a geographic detector model. The results revealed the following: (1) The resilience of the cities under study experienced a gradual upward trend (with Shanghai being consistently in the lead) and significant differences occurred between them. (2) The Dagum Gini coefficient indicated that the resilience of cities in the western portion of the Yangtze River Delta was quite diverse. This phenomenon was primarily due to the differences between sub-regions, for which the differences between the southeast and northwest were the most prominent. (3) The Kernel density indicated the absolute differences across the entire Delta as well as the northern sub-region, and there was a significant polarization phenomenon in the southern and western sub-regions. (4) Driving factor analysis revealed that the driving force of the income levels of residents was stronger and more stable, the driving force of economic development level was weakened, and the driving force of medical and health conditions, the degree of openness, and energy utilization efficiencies were strengthened. Overall, the driving factors of city resilience became more diversified and complex. Consequently, the Yangtze River Delta needs to improve city resilience levels in the northwest region in order to promote its balanced development. Our results suggested that more attention should be allocated to the improvement of the livelihoods of urban residents, the adjustment of energy consumption structures, and the optimization of the provision of medical resources.

Suggested Citation

  • Qing Song & Shengyuan Zhong & Junyu Chen & Chuanming Yang & Yan Zhu, 2023. "Spatio-Temporal Evolution of City Resilience in the Yangtze River Delta, China, from the Perspective of Statistics," Sustainability, MDPI, vol. 15(2), pages 1-22, January.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1538-:d:1034400
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    References listed on IDEAS

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    1. Korhonen, Jouni & Snäkin, Juha-Pekka, 2015. "Quantifying the relationship of resilience and eco-efficiency in complex adaptive energy systems," Ecological Economics, Elsevier, vol. 120(C), pages 83-92.
    2. Wenjie Xu & Xiaoping Zhang & Yujing Cui & Tao Tian & Lijun Lin & Yuyu Liu, 2022. "Study on Comprehensive Evaluation of Urban Water Resource Vulnerability," Sustainability, MDPI, vol. 14(7), pages 1-15, March.
    3. Fei Ma & Zuohang Wang & Qipeng Sun & Kum Fai Yuen & Yanxia Zhang & Huifeng Xue & Shumei Zhao, 2020. "Spatial–Temporal Evolution of Urban Resilience and Its Influencing Factors: Evidence from the Guanzhong Plain Urban Agglomeration," Sustainability, MDPI, vol. 12(7), pages 1-24, March.
    4. Qiaoyun Yang & Dan Yang & Peng Li & Shilu Liang & Zhenghu Zhang & Guangdong Wu, 2021. "Resilient City: A Bibliometric Analysis and Visualization," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-17, May.
    5. Jorge Moya & María Goenechea, 2022. "An Approach to the Unified Conceptualization, Definition, and Characterization of Social Resilience," IJERPH, MDPI, vol. 19(9), pages 1-15, May.
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    2. Xiaojia Guo & Jinqiang Li & Yanjie Ma & Xingpeng Chen & Ya Li, 2023. "Study on the Coupling and Coordination between Urban Resilience and Low-Carbon Development of Central Plains Urban Agglomeration," Sustainability, MDPI, vol. 15(24), pages 1-25, December.

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