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Exploring Spatial Variations in the Relationships between Landscape Functions and Human Activities in Suburban Rural Communities: A Case Study in Jiangning District, China

Author

Listed:
  • Jie Zheng

    (School of Landscape Architecture, Nanjing Forestry University, Nanjing 210037, China)

  • Guodong Chen

    (School of Landscape Architecture, Nanjing Forestry University, Nanjing 210037, China)

  • Tiantian Zhang

    (School of Architecture, Soochow University, Suzhou 215006, China)

  • Mingjing Ding

    (School of Landscape Architecture, Nanjing Forestry University, Nanjing 210037, China)

  • Binglin Liu

    (The Collaborative Innovation Center of South China Sea Studies, Nanjing University, Nanjing 210037, China
    School of Geographic & Oceanographic Sciences, Nanjing University, Nanjing 210037, China)

  • Hao Wang

    (School of Landscape Architecture, Nanjing Forestry University, Nanjing 210037, China)

Abstract

There is a complicated and contradictory relationship between landscape functions and human activities, especially in the suburban rural communities of metropolises. Previous studies focused on human interference to landscape function, ignoring the impact of landscape functions on human activities. Hence, the present study is focused on the impact of landscape function (based on ecosystem services) on human activities in suburban rural communities of China. The study evaluated the intensity of human activities based on big data; furthermore, the authors analyzed the spatial distribution characteristics through spatial autocorrelation, and probed into the spatial variations in the relationship between human activities and landscape functions using ordinary least squares (OLS) and geographically weighted regression (GWR) models. The result indicates that there are obvious spatial distribution differences in the intensity of human activities in suburban rural communities; that is, the intensity decreases from the inner to the outer suburban areas. Positive influencing factors of human activities are construction area, bus station, road network density, and leisure entertainment, among which, construction area is the principal driver; cultural heritage, hydrological regulation, and provision of aesthetics are negatively or positively correlated with human activities in various regions. The results offer insights for the sustainable development of rural environment in suburban areas and the big data-driven rural research.

Suggested Citation

  • Jie Zheng & Guodong Chen & Tiantian Zhang & Mingjing Ding & Binglin Liu & Hao Wang, 2021. "Exploring Spatial Variations in the Relationships between Landscape Functions and Human Activities in Suburban Rural Communities: A Case Study in Jiangning District, China," IJERPH, MDPI, vol. 18(18), pages 1-19, September.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:18:p:9782-:d:637264
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    References listed on IDEAS

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    1. Runde Fu & Xinhuan Zhang & Degang Yang & Tianyi Cai & Yufang Zhang, 2021. "The Relationship between Urban Vibrancy and Built Environment: An Empirical Study from an Emerging City in an Arid Region," IJERPH, MDPI, vol. 18(2), pages 1-20, January.
    2. Jie Zheng & Lisha Na & Binglin Liu & Tiantian Zhang & Hao Wang, 2021. "An Ecological Service System Based Study on Suburban Rural Landscape Multifunction," Land, MDPI, vol. 10(3), pages 1-18, February.
    3. Nevena Ćurčić & Andrijana Mirković Svitlica & Jovana Brankov & Željko Bjeljac & Sanja Pavlović & Bojana Jandžiković, 2021. "The Role of Rural Tourism in Strengthening the Sustainability of Rural Areas: The Case of Zlakusa Village," Sustainability, MDPI, vol. 13(12), pages 1-23, June.
    4. Tianzhu Zhang & Yang Gao & Chao Li & Zhen Xie & Yuyang Chang & Bailin Zhang, 2020. "How Human Activity Has Changed the Regional Habitat Quality in an Eco-Economic Zone: Evidence from Poyang Lake Eco-Economic Zone, China," IJERPH, MDPI, vol. 17(17), pages 1-21, August.
    5. Chris Jacobs-Crisioni & Piet Rietveld & Eric Koomen & Emmanouil Tranos, 2014. "Evaluating the Impact of Land-Use Density and Mix on Spatiotemporal Urban Activity Patterns: An Exploratory Study Using Mobile Phone Data," Environment and Planning A, , vol. 46(11), pages 2769-2785, November.
    6. Wilkerson, Marit L. & Mitchell, Matthew G.E. & Shanahan, Danielle & Wilson, Kerrie A. & Ives, Christopher D. & Lovelock, Catherine E. & Rhodes, Jonathan R., 2018. "The role of socio-economic factors in planning and managing urban ecosystem services," Ecosystem Services, Elsevier, vol. 31(PA), pages 102-110.
    7. Arthur Getis & J. Keith Ord, 2010. "The Analysis of Spatial Association by Use of Distance Statistics," Advances in Spatial Science, in: Luc Anselin & Sergio J. Rey (ed.), Perspectives on Spatial Data Analysis, chapter 0, pages 127-145, Springer.
    8. Erfu Dai & Yahui Wang & Liang Ma & Le Yin & Zhuo Wu, 2018. "‘Urban-Rural’ Gradient Analysis of Landscape Changes around Cities in Mountainous Regions: A Case Study of the Hengduan Mountain Region in Southwest China," Sustainability, MDPI, vol. 10(4), pages 1-21, March.
    9. Tao, Yu & Wang, Hongning & Ou, Weixin & Guo, Jie, 2018. "A land-cover-based approach to assessing ecosystem services supply and demand dynamics in the rapidly urbanizing Yangtze River Delta region," Land Use Policy, Elsevier, vol. 72(C), pages 250-258.
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    Cited by:

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    2. Wan-Jiun Chen & Jihn-Fa Jan & Chih-Hsin Chung & Shyue-Cherng Liaw, 2022. "Resident Willingness to Pay for Ecosystem Services in Hillside Forests," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    3. Francisco Manuel Martínez García & Ana Nieto Masot & Gema Cárdenas Alonso & José Manuel Pérez Pintor, 2023. "The Common Agricultural Policy (CAP) in Extremadura (SW Spain) during the Period 2014–2020:New Opportunities for Economic Diversification in Rural Areas?," Land, MDPI, vol. 12(10), pages 1-19, September.
    4. Jie Zheng & Junjun He & Hongya Tang, 2022. "The Vitality of Public Space and the Effects of Environmental Factors in Chinese Suburban Rural Communities Based on Tourists and Residents," IJERPH, MDPI, vol. 20(1), pages 1-22, December.

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