IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i12p9691-d1172994.html
   My bibliography  Save this article

Spatial and Temporal Evolution of Ecosystem Service Values and Topography-Driven Effects Based on Land Use Change: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area

Author

Listed:
  • Hui Li

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China
    Guangdong Rural Construction Research Institute, Guangzhou 510642, China)

  • Yilin Huang

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Yilu Zhou

    (College of Architecture and Planning, Yunnan University, Kunming 650300, China)

  • Shuntao Wang

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Wanqi Guo

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Yan Liu

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Junzhi Wang

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Qing Xu

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Xiaokang Zhou

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Kexin Yi

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Qingchun Hou

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Lixia Liao

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

  • Wei Lin

    (College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China)

Abstract

The Guangdong–Hong Kong–Macao Greater Bay Area (GBA) is rich in natural and marine resources, and it is scientifically valuable to study the evolution patterns and driving mechanisms of the ecosystem service values (ESVs) of the GBA for the governance and conservation of its ecosystems. Based on the land use changes in the GBA from 2000 to 2020, the ESVs in the GBA were measured at the grid scale, and the Markov model was used to predict the ESVs in 2030; the calculated results were used to analyze the spatial and temporal variation characteristics of the ESVs during the 30-year period, while the driving role of the topographic factors on the ESVs is revealed through the construction of the geographically weighted regression model (GWR). The results show the following: (1) During the 20-year period, the area of arable land and water in the GBA fluctuated greatly, with the area decreasing year by year and shifting mainly into construction land; in terms of shifting the center of gravity of the land, and the center of gravity of the grassland and unused land shifted the greatest distance due to the expansion of construction land, with the center of gravity shifting westward as a whole. (2) The ecosystem services (ESs) in the GBA show obvious aggregation in the spatial distribution, with the total ESVs decreasing year by year. Among them, the areas with an increasing total value are mainly located in the cities of Zhaoqing and Huizhou in the GBA, accounting for 27%, and the areas with a decreasing total value year by year are mainly located in the dense urban areas in the central part of the GBA, accounting for 35%, and the area is increasing, indicating that the habitat quality is deteriorating, and the model prediction shows that the value of ecosystem services in 2030 have a decreasing trend under the development of the natural state. (3) Topographic factors have a significant influence on the ESVs, and in terms of spatial distribution, the areas with the strongest effect are distributed in the northwestern and northeastern parts of the GBA, and the main uses for the land are wood land, arable land, water and the area of the water–land intersection near the sea.

Suggested Citation

  • Hui Li & Yilin Huang & Yilu Zhou & Shuntao Wang & Wanqi Guo & Yan Liu & Junzhi Wang & Qing Xu & Xiaokang Zhou & Kexin Yi & Qingchun Hou & Lixia Liao & Wei Lin, 2023. "Spatial and Temporal Evolution of Ecosystem Service Values and Topography-Driven Effects Based on Land Use Change: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:12:p:9691-:d:1172994
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/12/9691/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/12/9691/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Luo, Dong & Zhang, Wenting, 2014. "A comparison of Markov model-based methods for predicting the ecosystem service value of land use in Wuhan, central China," Ecosystem Services, Elsevier, vol. 7(C), pages 57-65.
    2. Picchi, Paolo & van Lierop, Martina & Geneletti, Davide & Stremke, Sven, 2019. "Advancing the relationship between renewable energy and ecosystem services for landscape planning and design: A literature review," Ecosystem Services, Elsevier, vol. 35(C), pages 241-259.
    3. Yubang Liu & Yunan Yan & Xin Li, 2020. "An Empirical Analysis of an Integrated Accounting Method to Assess the Non-Monetary and Monetary Value of Ecosystem Services," Sustainability, MDPI, vol. 12(20), pages 1-14, October.
    4. Wenjing Wang & Tong Wu & Yuanzheng Li & Shilin Xie & Baolong Han & Hua Zheng & Zhiyun Ouyang, 2020. "Urbanization Impacts on Natural Habitat and Ecosystem Services in the Guangdong-Hong Kong-Macao “Megacity”," Sustainability, MDPI, vol. 12(16), pages 1-17, August.
    5. Jingya Liu & Jing Li & Ziyi Gao & Min Yang & Keyu Qin & Xiaonan Yang, 2016. "Ecosystem Services Insights into Water Resources Management in China: A Case of Xi’an City," IJERPH, MDPI, vol. 13(12), pages 1-19, November.
    6. Tianhai Zhang & Yaqin Qu & Yang Liu & Guanfeng Yan & Greg Foliente, 2022. "Spatiotemporal Response of Ecosystem Service Values to Land Use Change in Xiamen, China," Sustainability, MDPI, vol. 14(19), pages 1-18, October.
    7. Jun Hou & Tianlin Qin & Shanshan Liu & Jianwei Wang & Biqiong Dong & Sheng Yan & Hanjiang Nie, 2021. "Analysis and Prediction of Ecosystem Service Values Based on Land Use/Cover Change in the Yiluo River Basin," Sustainability, MDPI, vol. 13(11), pages 1-14, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shuxiang Li & Shuhua Ma, 2024. "A Quantitative Analysis on the Coordination of Regional Ecological and Economic Development Based on the Ecosystem Service Evaluation," Land, MDPI, vol. 13(2), pages 1-21, February.

    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. Martínez-Martínez, Yenisleidy & Dewulf, Jo & Casas-Ledón, Yannay, 2022. "GIS-based site suitability analysis and ecosystem services approach for supporting renewable energy development in south-central Chile," Renewable Energy, Elsevier, vol. 182(C), pages 363-376.
    2. Kaiping Wang & Weiqi Wang & Niyi Zha & Yue Feng & Chenlan Qiu & Yunlu Zhang & Jia Ma & Rui Zhang, 2022. "Spatially Heterogeneity Response of Critical Ecosystem Service Capacity to Address Regional Development Risks to Rapid Urbanization: The Case of Beijing-Tianjin-Hebei Urban Agglomeration in China," Sustainability, MDPI, vol. 14(12), pages 1-21, June.
    3. Lobaccaro, G. & Croce, S. & Lindkvist, C. & Munari Probst, M.C. & Scognamiglio, A. & Dahlberg, J. & Lundgren, M. & Wall, M., 2019. "A cross-country perspective on solar energy in urban planning: Lessons learned from international case studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 108(C), pages 209-237.
    4. Qindong Fan & Xiaoyu Yang & Chenming Zhang, 2022. "A Review of Ecosystem Services Research Focusing on China against the Background of Urbanization," IJERPH, MDPI, vol. 19(14), pages 1-17, July.
    5. Héritier Khoji Muteya & Dieu-Donné N’Tambwe Nghonda & François Malaisse & Salomon Waselin & Kouagou Raoul Sambiéni & Sylvestre Cabala Kaleba & François Munyemba Kankumbi & Jean-François Bastin & Jan B, 2022. "Quantification and Simulation of Landscape Anthropization around the Mining Agglomerations of Southeastern Katanga (DR Congo) between 1979 and 2090," Land, MDPI, vol. 11(6), pages 1-17, June.
    6. Zhe Cheng & Tianyu Zhao & Tao Song & Li Cui & Xinfa Zhou, 2022. "Assessing the Spatio-Temporal Pattern and Development Characteristics of Regional Ecological Resources for Sustainable Development: A Case Study on Guizhou Province, China," Land, MDPI, vol. 11(6), pages 1-18, June.
    7. Lu Yang & Zhi Zhang & Weikang Zhang & Tong Zhang & Huan Meng & Hongwei Yan & Yue Shen & Zeqian Li & Xiaotian Ma, 2023. "Wetland Park Planning and Management Based on the Valuation of Ecosystem Services: A Case Study of the Tieling Lotus Lake National Wetland Park (LLNWP), China," IJERPH, MDPI, vol. 20(4), pages 1-26, February.
    8. Dariusz Mikielewicz & Krzysztof Kosowski & Karol Tucki & Marian Piwowarski & Robert Stępień & Olga Orynycz & Wojciech Włodarski, 2019. "Influence of Different Biofuels on the Efficiency of Gas Turbine Cycles for Prosumer and Distributed Energy Power Plants," Energies, MDPI, vol. 12(16), pages 1-21, August.
    9. Jiang, Wei, 2017. "Ecosystem services research in China: A critical review," Ecosystem Services, Elsevier, vol. 26(PA), pages 10-16.
    10. Juan Carlos Osorio-Aravena & Marina Frolova & Julio Terrados-Cepeda & Emilio Muñoz-Cerón, 2020. "Spatial Energy Planning: A Review," Energies, MDPI, vol. 13(20), pages 1-14, October.
    11. Yu Chen & Yilian Liu & Shengfu Yang & Chengwu Liu, 2023. "Impact of Land-Use Change on Ecosystem Services in the Wuling Mountains from a Transport Development Perspective," IJERPH, MDPI, vol. 20(2), pages 1-21, January.
    12. Sroka, Wojciech & Paluch, Łukasz, 2021. "Green Infrastructure In Peri-Urban Landscapes – A Case Study From Polish Metropolitan Areas," Roczniki (Annals), Polish Association of Agricultural Economists and Agribusiness - Stowarzyszenie Ekonomistow Rolnictwa e Agrobiznesu (SERiA), vol. 2021(4).
    13. Beriro, Darren & Nathanail, Judith & Salazar, Juan & Kingdon, Andrew & Marchant, Andrew & Richardson, Steve & Gillet, Andy & Rautenberg, Svea & Hammond, Ellis & Beardmore, John & Moore, Terry & Angus,, 2022. "A decision support system to assess the feasibility of onshore renewable energy infrastructure," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    14. Xinhai Lu & Bin Jiang & Mingqing Liu & Yuying Li & Danling Chen, 2022. "A Study on the Gains and Losses of the Ecosystem Service Value of the Land Consolidation Projects of Different Properties in Hubei Province: An Empirical Comparison Based on Plains, Mountains and Hill," Land, MDPI, vol. 11(7), pages 1-24, July.
    15. Peri, Erez & Tal, Alon, 2021. "Is setback distance the best criteria for siting wind turbines under crowded conditions? An empirical analysis," Energy Policy, Elsevier, vol. 155(C).
    16. Anna Codemo & Ambra Barbini & Ahi Mantouza & Anastasios Bitziadis & Rossano Albatici, 2023. "Integration of Public Perception in the Assessment of Licensed Solar Farms: A Case Study in Greece," Sustainability, MDPI, vol. 15(13), pages 1-25, June.
    17. Xue Ding & Yuqin Shu & Xianzhe Tang & Jingwen Ma, 2022. "Identifying Driving Factors of Basin Ecosystem Service Value Based on Local Bivariate Spatial Correlation Patterns," Land, MDPI, vol. 11(10), pages 1-19, October.
    18. Ying Wang & Xiangmei Li & Jiangfeng Li & Zhengdong Huang & Renbin Xiao, 2018. "Impact of Rapid Urbanization on Vulnerability of Land System from Complex Networks View: A Methodological Approach," Complexity, Hindawi, vol. 2018, pages 1-18, May.
    19. Beniamino Murgante & Giuseppe Borruso & Ginevra Balletto & Paolo Castiglia & Marco Dettori, 2020. "Why Italy First? Health, Geographical and Planning Aspects of the COVID-19 Outbreak," Sustainability, MDPI, vol. 12(12), pages 1-44, June.
    20. Ioannidis, R. & Mamassis, N. & Efstratiadis, A. & Koutsoyiannis, D., 2022. "Reversing visibility analysis: Towards an accelerated a priori assessment of landscape impacts of renewable energy projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).

    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:gam:jsusta:v:15:y:2023:i:12:p:9691-:d:1172994. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.