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Exploring Spatially Non-Stationary and Scale-Dependent Responses of Ecosystem Services to Urbanization in Wuhan, China

Author

Listed:
  • Yan Zhang

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

  • Yanfang Liu

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China
    Collaborative Innovation Center for Geospatial Information Technology, Wuhan University, 129 Luoyu Road, Wuhan 430079, China
    Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

  • Jiawei Pan

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

  • Yang Zhang

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

  • Dianfeng Liu

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

  • Huiting Chen

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

  • Junqing Wei

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

  • Ziyi Zhang

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

  • Yaolin Liu

    (School of Resource and Environmental Sciences, Wuhan University, 129 Luoyu Road, Wuhan 430079, China
    Collaborative Innovation Center for Geospatial Information Technology, Wuhan University, 129 Luoyu Road, Wuhan 430079, China
    Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, 129 Luoyu Road, Wuhan 430079, China)

Abstract

Ecosystem services (ESs) are facing challenges from urbanization processes globally. Exploring how ESs respond to urbanization provides valuable information for ecological protection and urban landscape planning. Previous studies mainly focused on the global and single-scaled responses of ESs but ignored the spatially heterogenous and scale-dependent characteristics of these responses. This study chose Wuhan City in China as the study area to explore the spatially varying and scale-dependent responses of ESs, i.e., grain productivity, carbon sequestration, biodiversity potential and erosion prevention, to urbanization using geographically weighted regression (GWR). The results showed that the responses of ESs were spatially nonstationary evidenced by a set of local parameter estimates in GWR models, and scale-dependent indicated by two kinds of scale effects: effect of different bandwidths and effect of grid scales. The stationary index of GWR declined rapidly as the bandwidth increased until reaching to a distance threshold. Moreover, GWR outperformed ordinary least square at both grid scales (i.e., 5 km and 10 km scales) and behaved better at finer scale. The spatially non-stationary and scale-dependent responses of ESs to urbanization are expected to provide beneficial guidance for ecologically friendly urban planning.

Suggested Citation

  • Yan Zhang & Yanfang Liu & Jiawei Pan & Yang Zhang & Dianfeng Liu & Huiting Chen & Junqing Wei & Ziyi Zhang & Yaolin Liu, 2020. "Exploring Spatially Non-Stationary and Scale-Dependent Responses of Ecosystem Services to Urbanization in Wuhan, China," IJERPH, MDPI, vol. 17(9), pages 1-23, April.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:9:p:2989-:d:350321
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    References listed on IDEAS

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