IDEAS home Printed from https://ideas.repec.org/a/wly/jjmath/v2022y2022i1n2873707.html

Spatial Distribution Characteristics and Accessibility Analysis of Characteristic Towns in Guangdong Province Based on Ripley’s K Function

Author

Listed:
  • Zhenjie Liao
  • Lijuan Zhang

Abstract

Characteristic towns are an essential focus for developing urbanization and implementing rural revitalization in China. Studying the spatial distribution characteristics and influencing factors are of great significance for the scientific and rational cultivation and deployment of characteristic towns and promotion of the integrated development of urban and rural areas. The spatial distribution characteristics and accessibility of 142 characteristic towns in Guangdong Province were investigated using Ripley's K function and kernel density estimation. The results show that (1) the characteristic towns in Guangdong Province present the overall spatial distribution characteristics of “the Pearl River Delta region” and the local distribution characteristics of multicore diffusion in “eastern Guangdong” and “western Guangdong”; (2) the spatial distribution of industrial development, cultural tourism type, innovative and creative characteristic towns shows significant agglomeration, whereas the agglomeration characteristics of agricultural service‐oriented and commercial and trade circulation‐oriented characteristic towns are not significant; (3) population, economy, resources, and location are the main factors affecting the spatial distribution of characteristic towns in Guangdong Province; (4) the overall spatial accessibility of characteristic towns in Guangdong Province is relatively good. However, the accessibility of characteristic towns of industrial development is better than that of other types of characteristic towns.

Suggested Citation

  • Zhenjie Liao & Lijuan Zhang, 2022. "Spatial Distribution Characteristics and Accessibility Analysis of Characteristic Towns in Guangdong Province Based on Ripley’s K Function," Journal of Mathematics, John Wiley & Sons, vol. 2022(1).
  • Handle: RePEc:wly:jjmath:v:2022:y:2022:i:1:n:2873707
    DOI: 10.1155/2022/2873707
    as

    Download full text from publisher

    File URL: https://doi.org/10.1155/2022/2873707
    Download Restriction: no

    File URL: https://libkey.io/10.1155/2022/2873707?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Hyunjung Lee, 2019. "A Study on the Characteristics of New Towns and the Redevelopment of Project-Canceled Areas: A Case Study of Seoul, South Korea," Sustainability, MDPI, vol. 11(20), pages 1-18, October.
    2. Tiziana Cuccia & Calogero Guccio & Ilde Rizzo, 2017. "UNESCO sites and performance trend of Italian regional tourism destinations," Tourism Economics, , vol. 23(2), pages 316-342, March.
    3. Elisa Barbieri & Marco R Di Tommaso & Chiara Pollio & Lauretta Rubini, 2020. "Erratum to: Industrial Policy in China: The Planned Growth of Specialised Towns in Guangdong Province," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 193-193.
    4. Zhenjie Liao & Lijuan Zhang, 2021. "Spatial distribution evolution and accessibility of A-level scenic spots in Guangdong Province from the perspective of quantitative geography," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-18, November.
    5. Roberto Patuelli & Maurizio Mussoni & Guido Candela, 2016. "The Effects of World Heritage Sites on Domestic Tourism: A Spatial Interaction Model for Italy," Advances in Spatial Science, in: Roberto Patuelli & Giuseppe Arbia (ed.), Spatial Econometric Interaction Modelling, chapter 0, pages 281-315, Springer.
    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. Zhenjie Liao & Lijuan Zhang & Xuanfei Wang, 2022. "Spatial distribution characteristics and accessibility analysis of beautiful leisure villages in China," PLOS ONE, Public Library of Science, vol. 17(10), pages 1-15, October.
    2. Bernardina Algieri & Antonio à lvarez, 2023. "Assessing the ability of regions to attract foreign tourists: The case of Italy," Tourism Economics, , vol. 29(3), pages 788-811, May.
    3. Bertacchini, Enrico & Revelli, Federico & Zotti, Roberto, 2023. "Lord, how I want to be in that number! On the blessing of UNESCO World Heritage listing," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202304, University of Turin.
    4. Elina Simone & Rosaria Rita Canale & Amedeo Maio, 2019. "Do UNESCO World Heritage Sites Influence International Tourist Arrivals? Evidence from Italian Provincial Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 146(1), pages 345-359, November.
    5. Zhenjie Liao & Lijuan Zhang, 2021. "Spatial distribution evolution and accessibility of A-level scenic spots in Guangdong Province from the perspective of quantitative geography," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-18, November.
    6. Canale, Rosaria Rita & De Simone, Elina & Di Maio, Amedeo & Parenti, Benedetta, 2019. "UNESCO World Heritage sites and tourism attractiveness: The case of Italian provinces," Land Use Policy, Elsevier, vol. 85(C), pages 114-120.
    7. Zhenjie Liao & Honghao Zhang, 2024. "Spatial-temporal evolution and trend prediction of ecological civilization construction efficiency from the perspective of audit," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    8. Silvia Cerisola & Elisa Panzera, 2025. "Heritage tourism and local prosperity: An empirical investigation of their controversial relationship," Tourism Economics, , vol. 31(5), pages 964-983, August.
    9. Donatella Furia & Alessandro Crociata & Massimiliano Agovino, 2018. "Voluntary work and cultural capital: an exploratory analysis for Italian regional data," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(3), pages 789-808, December.
    10. Thomas de Graaff & Elisa Panzera & Henri L. F. de Groot, 2025. "Going the distance? A meta-analysis of the deterring effect of distance in tourism," Tinbergen Institute Discussion Papers 25-031/VIII, Tinbergen Institute.
    11. Guccio, C. & Lisi, D. & Martorana, M.F. & Pignataro, G., 2020. "Incorporating quality in the efficiency assessment of hospitals using a generalized directional distance function approach," Health, Econometrics and Data Group (HEDG) Working Papers 20/17, HEDG, c/o Department of Economics, University of York.
    12. Lin Zhou & Yingyuqing Yin & Xue Liu & Xianjing Xiao & Peiling He, 2025. "Spatiotemporal Evolution and Influencing Factors of A-Level Garden-Type Scenic Areas in Jiangsu Province, China," Land, MDPI, vol. 14(9), pages 1-24, September.
    13. Honghong Wei & Mingming Cheng & Li Huang, 2024. "5A accreditation of tourist attractions in China and international tourist arrivals: A system generalised method of moments approach," Australian Economic Papers, Wiley Blackwell, vol. 63(4), pages 627-645, December.
    14. Min Gon Chung & Tao Pan & Xintong Zou & Jianguo Liu, 2018. "Complex Interrelationships between Ecosystem Services Supply and Tourism Demand: General Framework and Evidence from the Origin of Three Asian Rivers," Sustainability, MDPI, vol. 10(12), pages 1-21, December.
    15. Ji Han & Jiabin Liu, 2018. "Urban Spatial Interaction Analysis Using Inter-City Transport Big Data: A Case Study of the Yangtze River Delta Urban Agglomeration of China," Sustainability, MDPI, vol. 10(12), pages 1-16, November.
    16. Calogero Guccio & Domenico Lisi & Marco Martorana & Anna Mignosa, 2017. "On the role of cultural participation in tourism destination performance: an assessment using robust conditional efficiency approach," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 41(2), pages 129-154, May.
    17. Ren, Xiaohang & Xiao, Ya & Dong, Kangyin & Wang, Kun, 2025. "Adding fuel to the flames? Spatial convergence effects of railway development on global tourism industry," Transport Policy, Elsevier, vol. 162(C), pages 545-558.
    18. Douglas S. Noonan & Ilde Rizzo, 2017. "Economics of cultural tourism: issues and perspectives," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 41(2), pages 95-107, May.
    19. Ubay Pérez-Granja & Federico Inchausti-Sintes, 2023. "On the analysis of efficiency in the hotel sector: Does tourism specialization matter?," Tourism Economics, , vol. 29(1), pages 92-115, February.
    20. Stanislava Pachrová & Eva Janoušková & Jitka Ryšková, 2018. "Disparities in Tourism Demand of UNESCO Destinations," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 20(S12), pages 1040-1040, November.

    More about this item

    Statistics

    Access and download statistics

    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:wly:jjmath:v:2022:y:2022:i:1:n:2873707. 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: Wiley Content Delivery (email available below). General contact details of provider: https://onlinelibrary.wiley.com/journal/1469 .

    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.