IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0291570.html
   My bibliography  Save this article

Future land use prediction and optimization strategy of Zhejiang Greater Bay Area coupled with ecological security multi-scenario pattern

Author

Listed:
  • Shengwang Bao
  • Wanglai Cui
  • Fan Yang

Abstract

The land use changes driven by human activities press a incredible menace to zonal ecological security. As the most active urban cluster, the uncontrolled expansion of cities in the bay area exerts enormous pressure on the ecosystem. Therefore, from the perspective of ecological conservation, exploring future land use optimization patterns and spatial structure is extremely essential for the long-term thriving of the bay area. On this basis, this research integrated the System Dynamics model (SD) as the quantity forecast model and the PLUS model as the spatial emulation model and established the Land Use/Cover Change (LUCC) Simulation Framework by setting the constraints of Ecological Security Multi-Scenario Patterns (ESMP). By setting four scenarios in future, that is, Business As Usual (BAU), Priority of Ecological Protection (PEP), Balanced Development Scenario (BD), and Priority of Urban development (PUD), this research predicts LUCC in the Zhejiang Greater Bay Area (ZGBA) in 2035 and explored land use optimization patterns. The results indicate that by 2035, under the scenarios of BAU, BD, and PUD, the construction land will observably grow by 38.86%, 19.63%, and 83.90%, respectively, distributed mainly around the Hangzhou Bay Area, Taizhou Bay Area, and Wenzhou Bay Area, primarily achieved by sacrificing ecologically sensitive lands such as forests to achieve regional high economic growth. Under PEP, the growth of construction land retards, and forest experiences net growth (11.27%), with better landscape connectivity and more cohesive patches compared to other scenarios. Combining regional planning and analysis at the city scale, Hangzhou Bay area (Hangzhou, Huzhou, Jiaxing, Shaoxing, Ningbo) can adopt the BD development scenario, while Zhoushan, Taizhou, Wenzhou and Fuyang County of Hangzhou can adopt the PEP development scenario. This research furnishes a novel mechanism for optimizing land use pattern in ecological security perspective and offers scientific guidance for land resource management and spatial planning in ZGBA.

Suggested Citation

  • Shengwang Bao & Wanglai Cui & Fan Yang, 2024. "Future land use prediction and optimization strategy of Zhejiang Greater Bay Area coupled with ecological security multi-scenario pattern," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-23, April.
  • Handle: RePEc:plo:pone00:0291570
    DOI: 10.1371/journal.pone.0291570
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0291570
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0291570&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0291570?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Liqun Sun & Ji Chen & Qinglan Li & Dian Huang, 2020. "Dramatic uneven urbanization of large cities throughout the world in recent decades," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    2. Posner, Stephen & Verutes, Gregory & Koh, Insu & Denu, Doug & Ricketts, Taylor, 2016. "Global use of ecosystem service models," Ecosystem Services, Elsevier, vol. 17(C), pages 131-141.
    3. Jiang, Bo & Bai, Yang & Wong, Christina P. & Xu, Xibao & Alatalo, Juha M., 2019. "China’s ecological civilization program–Implementing ecological redline policy," Land Use Policy, Elsevier, vol. 81(C), pages 111-114.
    4. Wood, Sylvia L.R. & Jones, Sarah K. & Johnson, Justin A. & Brauman, Kate A. & Chaplin-Kramer, Rebecca & Fremier, Alexander & Girvetz, Evan & Gordon, Line J. & Kappel, Carrie V. & Mandle, Lisa & Mullig, 2018. "Distilling the role of ecosystem services in the Sustainable Development Goals," Ecosystem Services, Elsevier, vol. 29(PA), pages 70-82.
    5. Yao, ZHOU & Jiang, CHANG & Shan-shan, FENG, 2022. "Effects of urban growth boundaries on urban spatial structural and ecological functional optimization in the Jining Metropolitan Area, China," Land Use Policy, Elsevier, vol. 117(C).
    Full references (including those not matched with items on IDEAS)

    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. Valencia Torres, Angélica & Tiwari, Chetan & Atkinson, Samuel F., 2021. "Progress in ecosystem services research: A guide for scholars and practitioners," Ecosystem Services, Elsevier, vol. 49(C).
    2. Baohua Huang & Jiatong Gu & Mengfan Zhang & Zhe Feng, 2025. "Green Space Equality Is Better in Fast-Growing Cities: Evidence from 140 Cities in China," Land, MDPI, vol. 14(2), pages 1-19, February.
    3. Saul Estrin & Yuan Hu & Daniel Shapiro & Peng Zhang, 2024. "Agglomeration costs limit sustainable innovation in cities in developing economies," PLOS ONE, Public Library of Science, vol. 19(11), pages 1-24, November.
    4. Linghua Qiu & Junhao He & Chao Yue & Philippe Ciais & Chunmiao Zheng, 2024. "Substantial terrestrial carbon emissions from global expansion of impervious surface area," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    5. Yang Zhang & Xiaojiang Xia & Jiandong Li & Luge Xing & Chengchao Yang & Haofeng Wang & Xiaoai Dai & Jue Wang, 2024. "Simulation of Urban Growth Boundary under the Guidance of Stock Development: A Case Study of Wuhan City," Land, MDPI, vol. 13(8), pages 1-22, July.
    6. Tobias Wulfert & Robert Woroch & Gero Strobel & Thorsten Schoormann & Leonardo Banh, 2024. "E-commerce ecosystems as catalysts for sustainability: A multi-case analysis," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-21, December.
    7. Mostafa Shaaban & Carmen Schwartz & Joseph Macpherson & Annette Piorr, 2021. "A Conceptual Model Framework for Mapping, Analyzing and Managing Supply–Demand Mismatches of Ecosystem Services in Agricultural Landscapes," Land, MDPI, vol. 10(2), pages 1-19, January.
    8. Pires, Aliny P.F. & Rodriguez Soto, Clarita & Scarano, Fabio R., 2021. "Strategies to reach global sustainability should take better account of ecosystem services," Ecosystem Services, Elsevier, vol. 49(C).
    9. Agudelo, César Augusto Ruiz & Bustos, Sandra Liliana Hurtado & Moreno, Carmen Alicia Parrado, 2020. "Modeling interactions among multiple ecosystem services. A critical review," Ecological Modelling, Elsevier, vol. 429(C).
    10. Fatemeh Mohammadyari & Ardavan Zarandian & Mir Mehrdad Mirsanjari & Jurate Suziedelyte Visockiene & Egle Tumeliene, 2023. "Modelling Impact of Urban Expansion on Ecosystem Services: A Scenario-Based Approach in a Mixed Natural/Urbanised Landscape," Land, MDPI, vol. 12(2), pages 1-24, January.
    11. Jones, Sarah K. & Boundaogo, Mansour & DeClerck, Fabrice A. & Estrada-Carmona, Natalia & Mirumachi, Naho & Mulligan, Mark, 2019. "Insights into the importance of ecosystem services to human well-being in reservoir landscapes," Ecosystem Services, Elsevier, vol. 39(C).
    12. Fan Yang & Linxi Xu & Jiayin Wang, 2025. "Spatial Morphology of Urban Residential Space: A Complex Network Analysis Integrating Social and Physical Space," Sustainability, MDPI, vol. 17(5), pages 1-21, March.
    13. Yuxiang Li & Jens-Christian Svenning & Weiqi Zhou & Kai Zhu & Jesse F. Abrams & Timothy M. Lenton & William J. Ripple & Zhaowu Yu & Shuqing N. Teng & Robert R. Dunn & Chi Xu, 2024. "Green spaces provide substantial but unequal urban cooling globally," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    14. Li-Pei Peng, 2020. "Understanding Human–Nature Connections Through Landscape Socialization," IJERPH, MDPI, vol. 17(20), pages 1-18, October.
    15. Exley, G. & Hernandez, R.R. & Page, T. & Chipps, M. & Gambro, S. & Hersey, M. & Lake, R. & Zoannou, K.-S. & Armstrong, A., 2021. "Scientific and stakeholder evidence-based assessment: Ecosystem response to floating solar photovoltaics and implications for sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    16. Elaine Aparecida Rodrigues & Maurício Lamano Ferreira & Amanda Rodrigues de Carvalho & José Oscar William Vega Bustillos & Rodrigo Antonio Braga Moraes Victor & Marcelo Gomes Sodré & Delvonei Alves de, 2022. "Land, Water, and Climate Issues in Large and Megacities under the Lens of Nuclear Science: An Approach for Achieving Sustainable Development Goal (SDG11)," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    17. Asitha De Silva & Dilanthi Amaratunga & Richard Haigh, 2022. "Green and Blue Infrastructure as Nature-Based Better Preparedness Solutions for Disaster Risk Reduction: Key Policy Aspects," Sustainability, MDPI, vol. 14(23), pages 1-26, December.
    18. Song, Xiaoqing & Wang, Xiong & Hu, Shougeng & Xiao, Renbin & Scheffran, Jürgen, 2022. "Functional transition of cultivated ecosystems: Underlying mechanisms and policy implications in China," Land Use Policy, Elsevier, vol. 119(C).
    19. Anjinho, Phelipe da Silva & Barbosa, Mariana Abibi Guimarães Araujo & Costa, Carlos Wilmer & Mauad, Frederico Fábio, 2021. "Environmental fragility analysis in reservoir drainage basin land use planning: A Brazilian basin case study," Land Use Policy, Elsevier, vol. 100(C).
    20. Liu, Lijun & Chu, Jingjie & Anderson, James L. & Xu, Jintao, 2021. "Sustainability Comparisons in the Triple Bottom Line for Chinese Fisheries," EfD Discussion Paper 21-1, Environment for Development, University of Gothenburg.

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0291570. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.