IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i10p8421-d1152952.html
   My bibliography  Save this article

Spatiotemporal Evolution and Multi-Scenario Prediction of Carbon Storage in the GBA Based on PLUS–InVEST Models

Author

Listed:
  • Ruei-Yuan Wang

    (Department of Geographical Science, Guangdong University of Petrochemical Technology (GDUPT), Maoming 525000, China)

  • Huina Cai

    (Department of Geographical Science, Guangdong University of Petrochemical Technology (GDUPT), Maoming 525000, China)

  • Lingkang Chen

    (Department of Geographical Science, Guangdong University of Petrochemical Technology (GDUPT), Maoming 525000, China)

  • Taohui Li

    (Key Laboratory of Plateau Geographic Processes and Environment Change of Yunnan Province, Faculty of Geography, Yunnan Normal University, Kunming 650500, China
    Faculty of Geography, Yunnan Normal University, Kunming 650500, China)

Abstract

In the context of sustainable development and dual-carbon construction, in order to clarify the future changes in land use and carbon storage in the GBA, this study used the PLUS and InVEST models as well as Geoda software to simulate and predict the spatial development pattern of land use as well as the changes in carbon stocks in the GBA in 2030 under multiple scenarios. The results show that (1) From 1990 to 2020, carbon storage decreased year by year. (2) In 2030, except for the EPS, the future carbon storage prediction values of the remaining scenarios are lower than those in 2020, especially the carbon storage prediction value under the EDS, which is the lowest at 8.65 × 10 8 t. (3) The spatial distribution of carbon storage in the GBA has significant spatial heterogeneity. The high-value areas of carbon storage are distributed in the east and west wings as well as southwest of the GBA, while the low-value areas are concentrated in the middle and east. The research results can provide a reasonable scientific basis for the territorial space resource planning of the GBA under the goal of “dual carbon”.

Suggested Citation

  • Ruei-Yuan Wang & Huina Cai & Lingkang Chen & Taohui Li, 2023. "Spatiotemporal Evolution and Multi-Scenario Prediction of Carbon Storage in the GBA Based on PLUS–InVEST Models," Sustainability, MDPI, vol. 15(10), pages 1-19, May.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:10:p:8421-:d:1152952
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/10/8421/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/10/8421/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mingjie Shi & Hongqi Wu & Xin Fan & Hongtao Jia & Tong Dong & Panxing He & Muhammad Fahad Baqa & Pingan Jiang, 2021. "Trade-Offs and Synergies of Multiple Ecosystem Services for Different Land Use Scenarios in the Yili River Valley, China," Sustainability, MDPI, vol. 13(3), pages 1-15, February.
    2. Christian P. Giardina & Michael G. Ryan, 2000. "Evidence that decomposition rates of organic carbon in mineral soil do not vary with temperature," Nature, Nature, vol. 404(6780), pages 858-861, April.
    3. Yuanyuan Lou & Dan Yang & Pengyan Zhang & Ying Zhang & Meiling Song & Yicheng Huang & Wenlong Jing, 2022. "Multi-Scenario Simulation of Land Use Changes with Ecosystem Service Value in the Yellow River Basin," Land, MDPI, vol. 11(7), pages 1-17, June.
    4. Jiang, Weiguo & Deng, Yue & Tang, Zhenghong & Lei, Xuan & Chen, Zheng, 2017. "Modelling the potential impacts of urban ecosystem changes on carbon storage under different scenarios by linking the CLUE-S and the InVEST models," Ecological Modelling, Elsevier, vol. 345(C), pages 30-40.
    5. Lihan Cui & Wenwen Tang & Sheng Zheng & Ramesh P. Singh, 2022. "Ecological Protection Alone Is Not Enough to Conserve Ecosystem Carbon Storage: Evidence from Guangdong, China," Land, MDPI, vol. 12(1), pages 1-16, December.
    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. Yujie Zhang & Xiaoyu Wang & Lei Zhang & Hongbin Xu & Taeyeol Jung & Lei Xiao, 2024. "Changes in Wuhan’s Carbon Stocks and Their Spatial Distributions in 2050 under Multiple Projection Scenarios," Sustainability, MDPI, vol. 16(15), pages 1-21, August.

    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. Zheng, Liang & Wang, Ying & Li, Jiangfeng, 2023. "Quantifying the spatial impact of landscape fragmentation on habitat quality: A multi-temporal dimensional comparison between the Yangtze River Economic Belt and Yellow River Basin of China," Land Use Policy, Elsevier, vol. 125(C).
    2. Qing Liu & Dongdong Yang & Lei Cao & Bruce Anderson, 2022. "Assessment and Prediction of Carbon Storage Based on Land Use/Land Cover Dynamics in the Tropics: A Case Study of Hainan Island, China," Land, MDPI, vol. 11(2), pages 1-24, February.
    3. Zhiyuan Ma & Xuejun Duan & Lei Wang & Yazhu Wang & Jiayu Kang & Ruxian Yun, 2023. "A Scenario Simulation Study on the Impact of Urban Expansion on Terrestrial Carbon Storage in the Yangtze River Delta, China," Land, MDPI, vol. 12(2), pages 1-16, January.
    4. Paulo A.L.D. Nunes & Helen Ding & Sonja Teelucksingh, 2010. "European Forests and Carbon Sequestration Services: An Economic Assessment of Climate Change Impacts," Working Papers 2010.10, Fondazione Eni Enrico Mattei.
    5. Kukkonen, M.O. & Khamis, M. & Muhammad, M.J. & Käyhkö, N. & Luoto, M., 2022. "Modeling direct above-ground carbon loss due to urban expansion in Zanzibar City Region, Tanzania," Land Use Policy, Elsevier, vol. 112(C).
    6. Kun Zhang & Yu Wang & Ali Mamtimin & Yongqiang Liu & Lifang Zhang & Jiacheng Gao & Ailiyaer Aihaiti & Cong Wen & Meiqi Song & Fan Yang & Chenglong Zhou & Wen Huo, 2024. "Simulation and Attribution Analysis of Spatial–Temporal Variation in Carbon Storage in the Northern Slope Economic Belt of Tianshan Mountains, China," Land, MDPI, vol. 13(5), pages 1-23, April.
    7. Yimin Li & Xue Yang & Bowen Wu & Juanzhen Zhao & Xuanlun Deng, 2023. "Impervious Surface Mapping Based on Remote Sensing and an Optimized Coupled Model: The Dianchi Basin as an Example," Land, MDPI, vol. 12(6), pages 1-26, June.
    8. Xiang Pan & Peiji Shi & Na Wu, 2020. "Spatial–Temporal Interaction Relationship between Ecosystem Services and Urbanization of Urban Agglomerations in the Transitional Zone of Three Natural Regions," Sustainability, MDPI, vol. 12(23), pages 1-14, December.
    9. Feng Tang & Xu Zhou & Li Wang & Yangjian Zhang & Meichen Fu & Pengtao Zhang, 2021. "Linking Ecosystem Service and MSPA to Construct Landscape Ecological Network of the Huaiyang Section of the Grand Canal," Land, MDPI, vol. 10(9), pages 1-23, August.
    10. Xinyu Ouyang & Xiangyu Luo, 2022. "Models for Assessing Urban Ecosystem Services: Status and Outlooks," Sustainability, MDPI, vol. 14(8), pages 1-20, April.
    11. Yonghua Li & Song Yao & Hezhou Jiang & Huarong Wang & Qinchuan Ran & Xinyun Gao & Xinyi Ding & Dandong Ge, 2022. "Spatial-Temporal Evolution and Prediction of Carbon Storage: An Integrated Framework Based on the MOP–PLUS–InVEST Model and an Applied Case Study in Hangzhou, East China," Land, MDPI, vol. 11(12), pages 1-22, December.
    12. Fuli Wang & Wei Fu & Jiancheng Chen, 2022. "Spatial–Temporal Evolution of Ecosystem Service Value in Yunnan Based on Land Use," Land, MDPI, vol. 11(12), pages 1-15, December.
    13. Muhammad Waseem Rasheed & Jialiang Tang & Abid Sarwar & Suraj Shah & Naeem Saddique & Muhammad Usman Khan & Muhammad Imran Khan & Shah Nawaz & Redmond R. Shamshiri & Marjan Aziz & Muhammad Sultan, 2022. "Soil Moisture Measuring Techniques and Factors Affecting the Moisture Dynamics: A Comprehensive Review," Sustainability, MDPI, vol. 14(18), pages 1-23, September.
    14. Post, Joachim & Krysanova, Valentina & Suckow, Felicitas & Mirschel, Wilfried & Rogasik, Jutta & Merbach, Ines, 2007. "Integrated eco-hydrological modelling of soil organic matter dynamics for the assessment of environmental change impacts in meso- to macro-scale river basins," Ecological Modelling, Elsevier, vol. 206(1), pages 93-109.
    15. Jinfeng Wang & Ya Li & Sheng Wang & Qing Li & Lingfeng Li & Xiaoling Liu, 2023. "Assessment of Multiple Ecosystem Services and Ecological Security Pattern in Shanxi Province, China," IJERPH, MDPI, vol. 20(6), pages 1-18, March.
    16. Xiongwen Chen & Wilfred Post & Richard Norby & Aimée Classen, 2011. "Modeling soil respiration and variations in source components using a multi-factor global climate change experiment," Climatic Change, Springer, vol. 107(3), pages 459-480, August.
    17. Yan-Jie Gu & Cheng-Long Han & Meng Kong & Kadambot H. M. Siddique & Feng-Min Li, 2022. "Film Mulching with Low Phosphorus Application Improves Soil Organic Carbon and Its Decomposability in a Semiarid Agroecosystem," Agriculture, MDPI, vol. 12(6), pages 1-17, June.
    18. Haiyan Meng & Yi Hu & Zuoji Dong, 2023. "Landscape Pattern Change and Ecological Effect in a Typical Mountain–Oasis–Desert Region in the Northwest Region of China," IJERPH, MDPI, vol. 20(5), pages 1-19, February.
    19. Shu An & Yifang Duan & Dengshuai Chen & Xiaoman Wu, 2024. "Spatiotemporal Evolution and Drivers of Carbon Storage from a Sustainable Development Perspective: A Case Study of the Region along the Middle and Lower Yellow River, China," Sustainability, MDPI, vol. 16(15), pages 1-20, July.
    20. Wenyi Qiao & Weihua Guan & Xianjin Huang, 2021. "Assessing the Potential Impact of Land Use on Carbon Storage Driven by Economic Growth: A Case Study in Yangtze River Delta Urban Agglomeration," IJERPH, MDPI, vol. 18(22), pages 1-20, November.

    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:10:p:8421-:d:1152952. 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.