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Spatial and Temporal Distribution Characteristics and Influential Mechanisms of China’s Industrial Landscape Based on Geodetector

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  • Mi Yan

    (School of Urban Economics and Public Administration, Capital University of Economics and Business, Beijing 100070, China
    Department of City and Regional Planning, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA)

  • Qingmiao Li

    (School of Urban Economics and Public Administration, Capital University of Economics and Business, Beijing 100070, China)

  • Yan Song

    (Department of City and Regional Planning, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA)

Abstract

The industrial landscape constitutes a crucial aspect of a region’s historical and cultural identity, serving as a valuable asset in the development of industrial tourism. Exploring the industrial landscape supports initiatives in industrial tourism, acts as a catalyst for community revitalization, and contributes to sustainable urban progress. The primary objective of this research was to investigate the spatial distribution characteristics and underlying determinants of China’s industrial landscape (CIL) to inform urban planning, cultural heritage preservation, and sustainable development initiatives. This study utilized analytical tools, such as the nearest neighbor index, geographic concentration index, and hot spot analysis, to comprehensively examine the spatial distribution of CIL. Additionally, Geodetector was employed to explore the correlating factors behind this distribution. The findings reveal the following: (1) CIL exhibited a pronounced agglomerative spatial pattern characterized by a high degree of concentration, significant disparities, and substantial spatial autocorrelation. (2) Over time, the agglomeration of CIL varied, intensifying initially and then diminishing, with the center of gravity of its distribution shifting eastward before subsequently moving westward in a directional trend resembling “northeast–southwest”. (3) There was a diverse array of industrial landscape types within China, with notable disparities in the prevalence of different categories. The manufacturing and transportation sectors boasted the highest number of heritage sites. (4) The distribution pattern of CIL was shaped by factors such as the level of economic development, socio-demographic conditions, transportation infrastructure, and cultural milieu. The interplay between these factors had a substantial impact on this distribution pattern.

Suggested Citation

  • Mi Yan & Qingmiao Li & Yan Song, 2024. "Spatial and Temporal Distribution Characteristics and Influential Mechanisms of China’s Industrial Landscape Based on Geodetector," Land, MDPI, vol. 13(6), pages 1-23, May.
  • Handle: RePEc:gam:jlands:v:13:y:2024:i:6:p:746-:d:1402395
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    References listed on IDEAS

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    1. Şebnem Ertaş Beşir & Meryem Elif Çelebi Karakök, 2023. "Determination of Conservation–Reuse Parameters for Industrial Heritage Sustainability and a Decision-Making Model Proposal," Sustainability, MDPI, vol. 15(8), pages 1-27, April.
    2. Liu Jin & Zongqi Wang & Xiaohong Chen, 2022. "Spatial Distribution Characteristics and Influencing Factors of Traditional Villages on the Tibetan Plateau in China," IJERPH, MDPI, vol. 19(20), pages 1-19, October.
    3. Xie, Philip Feifan, 2015. "A life cycle model of industrial heritage development," Annals of Tourism Research, Elsevier, vol. 55(C), pages 141-154.
    4. Jiazhen Zhang & Jeremy Cenci & Vincent Becue & Sesil Koutra & Chenyang Liao, 2022. "Stewardship of Industrial Heritage Protection in Typical Western European and Chinese Regions: Values and Dilemmas," Land, MDPI, vol. 11(6), pages 1-16, May.
    5. Bianrong Chang & Xinjun Ding & Jianchao Xi & Ruiying Zhang & Xianhong Lv, 2023. "Spatial-Temporal Distribution Pattern and Tourism Utilization Potential of Intangible Cultural Heritage Resources in the Yellow River Basin," Sustainability, MDPI, vol. 15(3), pages 1-25, February.
    6. Mi Yan & Qingmiao Li & Jiazhen Zhang, 2023. "Rethinking Industrial Heritage Tourism Resources in the EU: A Spatial Perspective," Land, MDPI, vol. 12(8), pages 1-32, July.
    7. Haoran Su & Yaowu Wang & Zhen Zhang & Wen Dong, 2022. "Characteristics and Influencing Factors of Traditional Village Distribution in China," Land, MDPI, vol. 11(10), pages 1-26, September.
    8. Martin Beer & Radim Rybár & Michal Kaľavský, 2018. "Renewable energy sources as an attractive element of industrial tourism," Current Issues in Tourism, Taylor & Francis Journals, vol. 21(18), pages 2139-2151, December.
    9. Ángeles Layuno Rosas & Jorge Magaz-Molina, 2023. "Contributions of Social Media to the Recognition, Assessment, Conservation, and Communication of Spanish Post-Industrial Landscapes," Land, MDPI, vol. 12(2), pages 1-19, January.
    10. Lili Liu & Meng Chen & Pingping Luo & Maochuan Hu & Weili Duan & Ahmed Elbeltagi, 2023. "A Novel Integrated Spatiotemporal-Variable Model of Landscape Changes in Traditional Villages in the Jinshaan Gorge, Yellow River Basin," Land, MDPI, vol. 12(9), pages 1-28, August.
    11. Hokyung Chung & Jongoh Lee, 2023. "Modern Industrial Heritage as Cultural Mediation in Urban Regeneration: A Case Study of Gunsan, Korea, and Taipei, Taiwan," Land, MDPI, vol. 12(4), pages 1-16, March.
    12. Stefania De Gregorio & Mariangela De Vita & Pierluigi De Berardinis & Luis Palmero & Alessandra Risdonne, 2020. "Designing the Sustainable Adaptive Reuse of Industrial Heritage to Enhance the Local Context," Sustainability, MDPI, vol. 12(21), pages 1-20, October.
    13. Wai-Kit Ng & Fu-Tien Hsu & Cheng-Fu Chao & Chun-Liang Chen, 2023. "Sustainable Competitive Advantage of Cultural Heritage Sites: Three Destinations in East Asia," Sustainability, MDPI, vol. 15(11), pages 1-25, May.
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