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Spatio-Temporal Evolution and Driving Mechanism of Urbanization in Small Cities: Case Study from Guangxi

Author

Listed:
  • Lin Li

    (Hualan Design & Consulting Group, Nanning 530011, China)

  • Kaixu Zhao

    (College of Urban and Environmental Science, Northwest University, Xi’an 710127, China)

  • Xinyu Wang

    (Hualan Design & Consulting Group, Nanning 530011, China)

  • Sidong Zhao

    (School of Architecture, Southeast University, Nanjing 210096, China)

  • Xingguang Liu

    (Hualan Design & Consulting Group, Nanning 530011, China)

  • Weiwei Li

    (College of Landscape and Architectural Engineering, Guangxi Agricultural Vocational University, Nanning 530007, China)

Abstract

Urbanization has an abundant connotation in dimensions such as population, economy, land, and society and is an important sign to measure regional economic development and social progress. The use of Night Light Data from remote sensing satellites as a proxy variable can significantly improve the accuracy and comprehensiveness of the measurement of urbanization development dynamics. Based on the Night Light Data and statistical data from 2015 to 2019, this paper quantitatively analyzes the spatio-temporal evolution pattern of urbanization in Guangxi and its driving mechanism using exploratory time-space data analysis, GeoDetector and Matrix: Boston Consulting Group, providing an important basis for sustainable urban development planning and scientific decision-making by the government. The findings show that (1) there is a high level of spatial heterogeneity and spatial autocorrelation of urbanization in Guangxi, with the Gini index of urban night light index and urban night light expansion vitality index always greater than 0.5, the global Moran’s I greater than 0.17, the spatial differentiation converging but the spatial correlation increasing. (2) The spatial pattern of urbanization in Guangxi has long been solidified, but there is a differentiation in urban development trend, with the coexistence of urban expansion and shrinkage, requiring differentiated policy design for urban governance. (3) The development and evolution of urbanization in Guangxi present a complex intertwined dynamic mechanism of action, with interaction effects of bifactor enhancement and non-linear enhancement among factors. It should be noted that the influence of factors varies greatly, with the added value of the tertiary industry, gross domestic product, total retail sales of social consumer goods having the strongest direct effect on the urban night light index, while the added value of secondary industry, per capita GDP, gross domestic product having the strongest direct effect on the urban night light expansion vitality index. All of them are key factors, followed by some significant influence factors such as government revenue, population urbanization rate, per government revenue, population urbanization rate, per capita disposable income of urban and rural residents that should not be ignored, and the rest that play indirect roles mainly by interaction.

Suggested Citation

  • Lin Li & Kaixu Zhao & Xinyu Wang & Sidong Zhao & Xingguang Liu & Weiwei Li, 2022. "Spatio-Temporal Evolution and Driving Mechanism of Urbanization in Small Cities: Case Study from Guangxi," Land, MDPI, vol. 11(3), pages 1-34, March.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:3:p:415-:d:769592
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    as
    1. Brantley Liddle & George Messinis, 2015. "Which comes first - urbanization or economic growth? Evidence from heterogeneous panel causality tests," Applied Economics Letters, Taylor & Francis Journals, vol. 22(5), pages 349-355, March.
    2. Gianluca Egidi & Sirio Cividino & Sabato Vinci & Adele Sateriano & Rosanna Salvia, 2020. "Towards Local Forms of Sprawl: A Brief Reflection on Mediterranean Urbanization," Sustainability, MDPI, vol. 12(2), pages 1-16, January.
    3. Ali asghar Pilehvar, 2021. "Spatial-geographical analysis of urbanization in Iran," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-12, December.
    4. Xueru Zhang & Wei Song & Jingtao Wang & Bo Wen & Dazhi Yang & Shiliang Jiang & Yanbin Wu, 2020. "Analysis on Decoupling between Urbanization Level and Urbanization Quality in China," Sustainability, MDPI, vol. 12(17), pages 1-18, August.
    5. John B. Vogler & Jelena Vukomanovic, 2021. "Trends in United States Human Footprint Revealed by New Spatial Metrics of Urbanization and Per Capita Land Change," Sustainability, MDPI, vol. 13(22), pages 1-22, November.
    6. Daniele Ehrlich & Michele Melchiorri & Claudia Capitani, 2021. "Population Trends and Urbanisation in Mountain Ranges of the World," Land, MDPI, vol. 10(3), pages 1-18, March.
    7. Qin, Bo & Zhang, Yu, 2014. "Note on urbanization in China: Urban definitions and census data," China Economic Review, Elsevier, vol. 30(C), pages 495-502.
    8. Hans Thor Andersen & Lasse Møller-Jensen & Sten Engelstoft, 2011. "The End of Urbanization? Towards a New Urban Concept or Rethinking Urbanization," European Planning Studies, Taylor & Francis Journals, vol. 19(4), pages 595-611, April.
    9. Dijkstra, Lewis & Florczyk, Aneta J. & Freire, Sergio & Kemper, Thomas & Melchiorri, Michele & Pesaresi, Martino & Schiavina, Marcello, 2021. "Applying the Degree of Urbanisation to the globe: A new harmonised definition reveals a different picture of global urbanisation," Journal of Urban Economics, Elsevier, vol. 125(C).
    10. Douglas Gollin & Remi Jedwab & Dietrich Vollrath, 2016. "Urbanization with and without industrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 35-70, March.
    11. Chimere O. Iheonu & Ogochukwu C. Anyanwu & Obinna K. Odo & Solomon Prince Nathaniel, 2021. "Does Economic Growth, International Trade and Urbanization uphold Environmental Sustainability in sub-Saharan Africa? Insights from Quantile and Causality Procedures," Research Africa Network Working Papers 21/003, Research Africa Network (RAN).
    12. Michael Jetter & Christopher F. Parmeter, 2018. "Does Urbanization Mean Bigger Governments?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(4), pages 1202-1228, October.
    13. Lina Zhong & Xiaonan Li & Rob Law & Sunny Sun, 2020. "Developing Sustainable Urbanization Index: Case of China," Sustainability, MDPI, vol. 12(11), pages 1-23, June.
    14. Margherita Carlucci & Carlotta Ferrara & Kostas Rontos & Ilaria Zambon & Luca Salvati, 2020. "The long breadth of cities: revisiting worldwide urbanization patterns, 1950–2030," Applied Economics, Taylor & Francis Journals, vol. 52(38), pages 4162-4174, July.
    15. Somayeh Ahani & Hashem Dadashpoor, 2021. "Urban growth containment policies for the guidance and control of peri-urbanization: a review and proposed framework," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 14215-14244, October.
    16. Sidong Zhao & Yiran Yan & Jing Han, 2021. "Industrial Land Change in Chinese Silk Road Cities and Its Influence on Environments," Land, MDPI, vol. 10(8), pages 1-30, July.
    17. Ping Zhang & Weiwei Li & Kaixu Zhao & Sidong Zhao, 2021. "Spatial Pattern and Driving Mechanism of Urban–Rural Income Gap in Gansu Province of China," Land, MDPI, vol. 10(10), pages 1-29, September.
    18. Asabere, Stephen Boahen & Acheampong, Ransford A. & Ashiagbor, George & Beckers, Sandra Carola & Keck, Markus & Erasmi, Stefan & Schanze, Jochen & Sauer, Daniela, 2020. "Urbanization, land use transformation and spatio-environmental impacts: Analyses of trends and implications in major metropolitan regions of Ghana," Land Use Policy, Elsevier, vol. 96(C).
    19. Gianluca Egidi & Luca Salvati & Andrea Falcone & Giovanni Quaranta & Rosanna Salvia & Renata Vcelakova & Antonio Giménez-Morera, 2021. "Re-Framing the Latent Nexus between Land-Use Change, Urbanization and Demographic Transitions in Advanced Economies," Sustainability, MDPI, vol. 13(2), pages 1-17, January.
    20. Si-Ming Li, 2012. "Housing Inequalities under Market Deepening: The Case of Guangzhou, China," Environment and Planning A, , vol. 44(12), pages 2852-2866, December.
    21. David Castells-Quintana & Hugh Wenban-Smith, 2020. "Population Dynamics, Urbanisation without Growth, and the Rise of Megacities," Journal of Development Studies, Taylor & Francis Journals, vol. 56(9), pages 1663-1682, July.
    22. Naoki Murakami, 2015. "Changes in Japanese industrial structure and urbanization: evidence from prefectural data," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 20(3), pages 385-403, July.
    23. Jingtao Wang & Haibin Liu & Hao Liu & Hui Huang, 2021. "Spatiotemporal Evolution of Multiscale Urbanization Level in the Beijing-Tianjin-Hebei Region Using the Integration of DMSP/OLS and NPP/VIIRS Night Light Datasets," Sustainability, MDPI, vol. 13(4), pages 1-28, February.
    24. Rahman, Mohammad Mafizur & Alam, Khosrul, 2021. "Clean energy, population density, urbanization and environmental pollution nexus: Evidence from Bangladesh," Renewable Energy, Elsevier, vol. 172(C), pages 1063-1072.
    25. Keola, Souknilanh & Andersson, Magnus & Hall, Ola, 2015. "Monitoring Economic Development from Space: Using Nighttime Light and Land Cover Data to Measure Economic Growth," World Development, Elsevier, vol. 66(C), pages 322-334.
    26. Chimere O. Iheonu & Ogochukwu C. Anyanwu & Obinna K. Odo & Solomon Prince Nathaniel, 2021. "Does Economic Growth, International Trade and Urbanization uphold Environmental Sustainability in sub-Saharan Africa? Insights from Quantile and Causality Procedures," Working Papers of the African Governance and Development Institute. 21/003, African Governance and Development Institute..
    27. Duque,Juan Carlos & Lozano Gracia,Nancy & Patino,Jorge E. & Restrepo Cadavid,Paula & Velasquez,Wilson A., 2019. "Spatio-Temporal Dynamics of Urban Growth in Latin American Cities : An Analysis Using Nighttime Lights Imagery," Policy Research Working Paper Series 8702, The World Bank.
    28. Sidong Zhao & Weiwei Li & Kaixu Zhao & Ping Zhang, 2021. "Change Characteristics and Multilevel Influencing Factors of Real Estate Inventory—Case Studies from 35 Key Cities in China," Land, MDPI, vol. 10(9), pages 1-29, September.
    29. Xu, Feng & Wang, Zhanqi & Chi, Guangqing & Zhang, Zhexi, 2020. "The impacts of population and agglomeration development on land use intensity: New evidence behind urbanization in China," Land Use Policy, Elsevier, vol. 95(C).
    30. Chimere O. Iheonu & Ogochukwu C. Anyanwu & Obinna K. Odo & Solomon Prince Nathaniel, 2021. "Does Economic Growth, International Trade and Urbanization uphold Environmental Sustainability in sub-Saharan Africa? Insights from Quantile and Causality Procedures," Working Papers 21/003, European Xtramile Centre of African Studies (EXCAS).
    31. Chris Hamnett, 2020. "Is Chinese urbanisation unique?," Urban Studies, Urban Studies Journal Limited, vol. 57(3), pages 690-700, February.
    32. Sidong Zhao & Kaixu Zhao & Ping Zhang, 2021. "Spatial Inequality in China’s Housing Market and the Driving Mechanism," Land, MDPI, vol. 10(8), pages 1-33, August.
    33. Monika Streule & Ozan Karaman & Lindsay Sawyer & Christian Schmid, 2020. "Popular Urbanization: Conceptualizing Urbanization Processes Beyond Informality," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 44(4), pages 652-672, July.
    34. Samuel Adams & Edem Kwame Mensah Klobodu, 2019. "Urbanization, Economic Structure, Political Regime, and Income Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(3), pages 971-995, April.
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