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Identification and characterization of urban polycentric structure based on points of interest in Shenyang, China

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  • Feilong Hao
  • Ming Lu
  • Tingting Yu
  • Shijun Wang

Abstract

Analyzing the spatial agglomeration and characteristics of urban functional elements and effectively identifying the polycentric pattern of a city can provide a scientific basis for urban planning. This study, on the basis of point‐of‐interest (POI) data, designs a weighted overlay‐analysis method that is based on functional categories, spatial agglomeration, and POI weights to identify the spatial‐agglomeration pattern and polycentric urban structure of Shenyang, China. Our results show that Shenyang has a significant polycentric urban structure. The POI elements in the municipal center in the second ring road show concentration and a contiguous distribution pattern. The POI element distribution near the city is scattered, and the spatial distribution of hotspots is uneven. The urban centers in the city planned by the government and those that we have identified differ. Because of the remote location and insufficient support facilities, the municipal subcenters and district centers do not play the role of decentralization as intended. Further strengthening the overall industrial planning and transportation apparatus is necessary in order to enhance the outward radiation and inward attraction of municipal subcenters. Our weighted overlay method realizes effective identification of the polycentric urban structure and can provide relevant reference for urban research and planning.

Suggested Citation

  • Feilong Hao & Ming Lu & Tingting Yu & Shijun Wang, 2024. "Identification and characterization of urban polycentric structure based on points of interest in Shenyang, China," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    • Handle: RePEc:bla:growch:v:55:y:2024:i:1:n:e12697
    DOI: 10.1111/grow.12697
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    References listed on IDEAS

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    1. Luca Salvati & Margherita Carlucci & Efstathios Grigoriadis & Francesco Maria Chelli, 2018. "Uneven dispersion or adaptive polycentrism? Urban expansion, population dynamics and employment growth in an ‘ordinary’ city," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 38(1), pages 1-25, February.
    2. Wei Xiao & Wenhua Liu & Chunzhi Li, 2022. "Can the urban spatial structure accelerate urban employment growth? Evidence from China," Growth and Change, Wiley Blackwell, vol. 53(4), pages 1668-1693, December.
    3. Jun Zhang & Xiong He & Xiao-Die Yuan, 2020. "Research on the relationship between Urban economic development level and urban spatial structure—A case study of two Chinese cities," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-14, July.
    4. Ben Derudder & Evert Meijers & John Harrison & Michael Hoyler & Xingjian Liu, 2022. "Polycentric urban regions: conceptualization, identification and implications," Regional Studies, Taylor & Francis Journals, vol. 56(1), pages 1-6, January.
    5. Paolo Veneri, 2018. "Urban spatial structure in OECD cities: Is urban population decentralising or clustering?," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1355-1374, November.
    6. Eunbee Gil & Yongjin Ahn & Youngsang Kwon, 2020. "Tourist Attraction and Points of Interest (POIs) Using Search Engine Data: Case of Seoul," Sustainability, MDPI, vol. 12(17), pages 1-21, August.
    7. Martijn J. Burger & Evert J. Meijers & Frank G. Van Oort, 2014. "Regional Spatial Structure and Retail Amenities in the Netherlands," Regional Studies, Taylor & Francis Journals, vol. 48(12), pages 1972-1992, December.
    8. Wen‐Tai Hsu, 2012. "Central Place Theory and City Size Distribution," Economic Journal, Royal Economic Society, vol. 122(563), pages 903-932, September.
    9. Camille Roth & Soong Moon Kang & Michael Batty & Marc Barthélemy, 2011. "Structure of Urban Movements: Polycentric Activity and Entangled Hierarchical Flows," PLOS ONE, Public Library of Science, vol. 6(1), pages 1-8, January.
    10. Meng, Meixia & Shang, Yuping & Yang, Yang, 2021. "Did highways cause the urban polycentric spatial structure in the Shanghai metropolitan area?," Journal of Transport Geography, Elsevier, vol. 92(C).
    11. Martijn Burger & Evert Meijers, 2012. "Form Follows Function? Linking Morphological and Functional Polycentricity," Urban Studies, Urban Studies Journal Limited, vol. 49(5), pages 1127-1149, April.
    12. Yunfeng Hu & Yueqi Han, 2019. "Identification of Urban Functional Areas Based on POI Data: A Case Study of the Guangzhou Economic and Technological Development Zone," Sustainability, MDPI, vol. 11(5), pages 1-15, March.
    13. Feng Wang & Mingru Dong & Jing Ren & Shan Luo & Hui Zhao & Juan Liu, 2022. "The impact of urban spatial structure on air pollution: empirical evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5531-5550, April.
    14. Zuo Zhang & Yangxiong Xiao & Xiang Luo & Min Zhou, 2020. "Urban human activity density spatiotemporal variations and the relationship with geographical factors: An exploratory Baidu heatmaps‐based analysis of Wuhan, China," Growth and Change, Wiley Blackwell, vol. 51(1), pages 505-529, March.
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