IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i9p1423-d1470830.html
   My bibliography  Save this article

Factors Influencing Spatiotemporal Changes in the Urban Blue-Green Space Cooling Effect in Beijing–Tianjin–Hebei Based on Multi-Source Remote Sensing Data

Author

Listed:
  • Haiying Gong

    (Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin 300387, China)

  • Yongqiang Cao

    (Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin 300387, China)

  • Jiaqi Yao

    (Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin 300387, China)

  • Nan Xu

    (School of Earth Sciences and Engineering, College of Geography and Remote Sensing, Hohai University, Nanjing 210098, China)

  • Huanyu Chang

    (Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin 300387, China)

  • Shuqi Wu

    (College of Resources, Environment and Tourism, Capital Normal University, Beijing 100048, China)

  • Liuru Hu

    (College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Zihua Liu

    (Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin 300387, China)

  • Tong Liu

    (Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin 300387, China)

  • Zihao Zhang

    (School of Earth Sciences and Engineering, College of Geography and Remote Sensing, Hohai University, Nanjing 210098, China)

Abstract

Owing to rapid urbanization, the Beijing–Tianjin–Hebei region in China faces considerable urban heat island (UHI) effects, which can be mitigated by blue-green space construction. In this study, we used multi-source remote sensing products and the InVEST model’s urban cooling module to analyze the spatiotemporal changes in blue-green space cooling effects from 1990 to 2020. The wavelet coherence theory was used to explore these changes, as well as the environmental factors that affect cooling. The key findings indicate that the cooling effect is closely related to urbanization, as similar trends and significant temporal differences in cooling indices were observed in central urban areas, the urban fringe, and the city center. In addition, climatic factors such as temperature and precipitation substantially influenced cooling, with an average wavelet coherence of 0.88. Seasonal variations in cooling were notable, with temperature exhibiting the best coherence across all time–frequency scales (averaging 0.55). The findings highlight the critical role of blue-green spaces for mitigating UHI effects, which provides scientific insights for urban planning and environmental management.

Suggested Citation

  • Haiying Gong & Yongqiang Cao & Jiaqi Yao & Nan Xu & Huanyu Chang & Shuqi Wu & Liuru Hu & Zihua Liu & Tong Liu & Zihao Zhang, 2024. "Factors Influencing Spatiotemporal Changes in the Urban Blue-Green Space Cooling Effect in Beijing–Tianjin–Hebei Based on Multi-Source Remote Sensing Data," Land, MDPI, vol. 13(9), pages 1-16, September.
  • Handle: RePEc:gam:jlands:v:13:y:2024:i:9:p:1423-:d:1470830
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/9/1423/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/13/9/1423/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yunfang Jiang & Jing Huang & Tiemao Shi & Xiaolin Li, 2021. "Cooling Island Effect of Blue-Green Corridors: Quantitative Comparison of Morphological Impacts," IJERPH, MDPI, vol. 18(22), pages 1-28, November.
    2. Yunfang Jiang & Jing Huang & Tiemao Shi & Hongxiang Wang, 2021. "Interaction of Urban Rivers and Green Space Morphology to Mitigate the Urban Heat Island Effect: Case-Based Comparative Analysis," IJERPH, MDPI, vol. 18(21), pages 1-29, October.
    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. Ningcheng Gao & Hui Zhang & Pei Wang & Ling Ning & Nyuk Hien Wong & Haibo Yu & Zikang Ke, 2023. "Research on Microclimate-Suitable Spatial Patterns of Waterfront Settlements in Summer: A Case Study of the Nan Lake Area in Wuhan, China," Sustainability, MDPI, vol. 15(22), pages 1-26, November.
    2. Yunfang Jiang & Xiaolin Li & Jing Huang, 2022. "Zoning Optimization Method of a Riverfront Greenspace Service Function Oriented to the Cooling Effect: A Case Study in Shanghai," IJERPH, MDPI, vol. 19(23), pages 1-32, December.
    3. Xiaojia Liu & Xi Chen & Yan Huang & Weihong Wang & Mingkan Zhang & Yang Jin, 2023. "Landscape Aesthetic Value of Waterfront Green Space Based on Space–Psychology–Behavior Dimension: A Case Study along Qiantang River (Hangzhou Section)," IJERPH, MDPI, vol. 20(4), pages 1-22, February.
    4. Juraj Illes & Katarina Kristianova & Viera Joklova & Aida Shayegani, 2024. "Potential of Former Mill Race Corridors for Urban Regeneration Strategies—A Case Study from Podolínec in Prešov Region (Slovakia)," Land, MDPI, vol. 13(7), pages 1-19, July.
    5. Qian Dong & Qiuliang Zhang, 2022. "The Estimation of a Remote Sensing Model of Three-Dimensional Green Space Quantity and Research into Its Cooling Effect in Hohhot, China," Land, MDPI, vol. 11(9), pages 1-21, August.
    6. Lihua Chen & Yuan Ma, 2023. "How Do Ecological and Recreational Features of Waterfront Space Affect Its Vitality? Developing Coupling Coordination and Enhancing Waterfront Vitality," IJERPH, MDPI, vol. 20(2), pages 1-18, January.
    7. Sudeshna Haldar & Priyanka Dey, 2024. "Towards UHI mitigation adopting park cooling effect: Two- decade literature review for a theoretical framework," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(8), pages 1-25, December.
    8. Simon Stork & Bernd Pölling & Wolf Lorleberg & Rolf Morgenstern & Jan-Henning Feil, 2023. "Clustering Business Models of Heterogeneous Nature-Based Solutions Implementing Innovative Governance and Financing Concepts," Land, MDPI, vol. 12(12), pages 1-22, November.
    9. Yanxia Hu & Changqing Wang & Jingjing Li, 2023. "Assessment of Heat Mitigation Services Provided by Blue and Green Spaces: An Application of the InVEST Urban Cooling Model with Scenario Analysis in Wuhan, China," Land, MDPI, vol. 12(5), pages 1-21, April.
    10. Jianping Zhang & Gengying Jiao & Qing Ye & Xinren Gu, 2022. "The Impact of Urban Expansion on the Urban Thermal Environment: A Case Study in Nanchang, Jiangxi, China," Sustainability, MDPI, vol. 14(24), pages 1-22, December.
    11. Ziyi Liu & Xinyao Ma & Lihui Hu & Yong Liu & Shan Lu & Huilin Chen & Zhe Tan, 2022. "Nonlinear Cooling Effect of Street Green Space Morphology: Evidence from a Gradient Boosting Decision Tree and Explainable Machine Learning Approach," Land, MDPI, vol. 11(12), pages 1-23, December.
    12. Songxin Zheng & Lichen Liu & Xiaofeng Dong & Yanqing Hu & Pengpeng Niu, 2022. "Dominance of Influencing Factors on Cooling Effect of Urban Parks in Different Climatic Regions," IJERPH, MDPI, vol. 19(23), pages 1-17, November.
    13. Ya Hui Teo & Mohamed Akbar Bin Humayun Makani & Weimeng Wang & Linglan Liu & Jun Hong Yap & Kang Hao Cheong, 2022. "Urban Heat Island Mitigation: GIS-Based Analysis for a Tropical City Singapore," IJERPH, MDPI, vol. 19(19), pages 1-23, September.
    14. Yunfang Jiang & Jing Huang & Tiemao Shi & Xiaolin Li, 2021. "Cooling Island Effect of Blue-Green Corridors: Quantitative Comparison of Morphological Impacts," IJERPH, MDPI, vol. 18(22), pages 1-28, November.
    15. Lucie Havránková & Přemysl Štych & Pavel Ondr & Jana Moravcová & Jiří Sláma, 2023. "Assessment of the Connectivity and Comfort of Urban Rivers, a Case Study of the Czech Republic," Land, MDPI, vol. 12(4), pages 1-20, April.

    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:jlands:v:13:y:2024:i:9:p:1423-:d:1470830. 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.