IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i8p3205-d1374031.html
   My bibliography  Save this article

Spatiotemporal Land Use/Land Cover Changes and Impact on Urban Thermal Environments: Analyzing Cool Island Intensity Variations

Author

Listed:
  • Haiqiang Liu

    (School of Civil Engineering and Architecture, Zhejiang Sci-Tech University, Hangzhou 310023, China
    Faculty of Science and Engineering, Saga University, Saga City 840-8502, Japan)

  • Zhiheng Zhou

    (Faculty of Science and Engineering, Saga University, Saga City 840-8502, Japan)

  • Qiang Wen

    (School of Civil Engineering and Architecture, Zhejiang Sci-Tech University, Hangzhou 310023, China)

  • Jinyuan Chen

    (School of Architecture, Tianjin University, Tianjin 300072, China)

  • Shoichi Kojima

    (Faculty of Science and Engineering, Saga University, Saga City 840-8502, Japan)

Abstract

This study pioneers the comprehensive evaluation of the spatiotemporal evolution of land use/land cover (LULC) in Hangzhou city, introducing the novel water body shape index (WBSI) to analyze its seasonal impacts on the urban thermal environment and urban cool island (UCI) effects, uncovering distinct patterns of thermal regulation. It particularly investigates how distance gradients and the water body shape index (WBSI) influence land surface temperature (LST) in the urban core. The region’s climate, featuring hot summers and cold winters, highlights significant seasonal LST variations. Addressing a gap in existing UCI research, the analysis extends beyond the typical large-scale planning focus to include small-scale, high-resolution aspects. Employing remote sensing and geographic information system (GIS) analysis techniques, this study analyzes the seasonal dynamics in Hangzhou’s central urban area. High-resolution LST data, obtained through single-channel inversion and resolution enhancement algorithms, are crucial to this analysis. This study employs the maximum likelihood classification method to analyze land use and land cover changes from 1990 to 2020. This analysis reveals potential drivers of urban thermal environment changes, such as the expansion of residential and commercial areas and the reduction in green spaces. Different regions in LST data are delineated to assess the cool island effect, and the complexity of water body boundaries is quantified using the water body shape index. Spatial and temporal patterns of LST changes are investigated using multivariate regression and time-series analysis models. We identified significant changes in LULC over the past 30 years in Hangzhou, closely correlating with a continuous rise in LST. This observation underscores a clear finding: the strategic importance of blue–green infrastructure in mitigating urban heat, a novel insight that extends the current understanding of urban thermal dynamics. A clear and novel finding of this study is that the intensity of the cool island effect from large water bodies not only diminishes with distance but is intricately influenced by the complexity of their shapes, as quantified by the WBSI, whereas the complexity of their boundaries enhances this effect. Additionally, the regulatory role of the cool island effect is observed to vary seasonally, being most pronounced in summer and less so in autumn and winter, thereby demonstrating a positive impact. In conclusion, our findings innovatively highlight how the specific shapes of water bodies, quantified through the water body shape index (WBSI), emerge as critical, yet previously underappreciated, drivers in modulating the urban thermal environment. This underscores a new avenue for urban planning, advocating for the strategic design of water bodies within urban landscapes. It also finds that spatial factors and seasonal variations significantly affect the intensity of the cool island effect. These findings offer valuable evidence for urban planning and climate change adaptation, emphasizing balancing natural elements with the built environment in urban design.

Suggested Citation

  • Haiqiang Liu & Zhiheng Zhou & Qiang Wen & Jinyuan Chen & Shoichi Kojima, 2024. "Spatiotemporal Land Use/Land Cover Changes and Impact on Urban Thermal Environments: Analyzing Cool Island Intensity Variations," Sustainability, MDPI, vol. 16(8), pages 1-22, April.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:8:p:3205-:d:1374031
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/8/3205/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/8/3205/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gabriele Battista & Luca Evangelisti & Claudia Guattari & Emanuele De Lieto Vollaro & Roberto De Lieto Vollaro & Francesco Asdrubali, 2020. "Urban Heat Island Mitigation Strategies: Experimental and Numerical Analysis of a University Campus in Rome (Italy)," Sustainability, MDPI, vol. 12(19), pages 1-18, September.
    2. Alec Feinberg, 2023. "Urbanization Heat Flux Modeling Confirms It Is a Likely Cause of Significant Global Warming: Urbanization Mitigation Requirements," Land, MDPI, vol. 12(6), pages 1-34, June.
    3. Boyu Feng & Ying Zhang & Robin Bourke, 2021. "Urbanization impacts on flood risks based on urban growth data and coupled flood models," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(1), pages 613-627, March.
    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. Sonu Thaivalappil Sukumaran & Stephen J. Birkinshaw, 2024. "Investigating the Impact of Recent and Future Urbanization on Flooding in an Indian River Catchment," Sustainability, MDPI, vol. 16(13), pages 1-22, July.
    2. Gean Carlos Gonzaga da Silva & Priscila Celebrini de Oliveira Campos & Marcelo de Miranda Reis & Igor Paz, 2023. "Spatiotemporal Land Use and Land Cover Changes and Associated Runoff Impact in Itaperuna, Brazil," Sustainability, MDPI, vol. 16(1), pages 1-19, December.
    3. Gabriele Battista & Emanuele de Lieto Vollaro & Andrea Vallati & Roberto de Lieto Vollaro, 2023. "Technical–Financial Feasibility Study of a Micro-Cogeneration System in the Buildings in Italy," Energies, MDPI, vol. 16(14), pages 1-15, July.
    4. Tong Xu & Zhiqiang Xie & Fei Zhao & Yimin Li & Shouquan Yang & Yangbin Zhang & Siqiao Yin & Shi Chen & Xuan Li & Sidong Zhao & Zhiqun Hou, 2022. "Permeability control and flood risk assessment of urban underlying surface: a case study of Runcheng south area, Kunming," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 111(1), pages 661-686, March.
    5. Gabriele Battista & Emanuele de Lieto Vollaro & Luca Evangelisti & Roberto de Lieto Vollaro, 2022. "Urban Overheating Mitigation Strategies Opportunities: A Case Study of a Square in Rome (Italy)," Sustainability, MDPI, vol. 14(24), pages 1-18, December.
    6. Huaibin Wei & Liyuan Zhang & Jing Liu, 2022. "Hydrodynamic Modelling and Flood Risk Analysis of Urban Catchments under Multiple Scenarios: A Case Study of Dongfeng Canal District, Zhengzhou," IJERPH, MDPI, vol. 19(22), pages 1-18, November.
    7. Chaowei Xu & Hao Fu & Jiashuai Yang & Lingyue Wang, 2022. "Assessment of the Relationship between Land Use and Flood Risk Based on a Coupled Hydrological–Hydraulic Model: A Case Study of Zhaojue River Basin in Southwestern China," Land, MDPI, vol. 11(8), pages 1-24, July.
    8. Paola Lassandro & Sara Antonella Zaccaro & Silvia Di Turi, 2024. "Mitigation and Adaptation Strategies for Different Urban Fabrics to Face Increasingly Hot Summer Days Due to Climate Change," Sustainability, MDPI, vol. 16(5), pages 1-30, March.
    9. Dariusz Młyński & Wiktor Halecki & Karolina Surowiec, 2024. "Urban Flood Modeling for Sustainability Management: Role of Design Rainfall and Land Use," Sustainability, MDPI, vol. 16(11), pages 1-21, June.
    10. Aboubakar Gasirabo & Chen Xi & Baligira R. Hamad & Umwali Dufatanye Edovia, 2023. "A CA–Markov-Based Simulation and Prediction of LULC Changes over the Nyabarongo River Basin, Rwanda," Land, MDPI, vol. 12(9), pages 1-20, September.
    11. Samith Madusanka & Chethika Abenayake & Amila Jayasinghe & Chaminda Perera, 2022. "A Decision-Making Tool for Urban Planners: A Framework to Model the Interdependency among Land Use, Accessibility, Density, and Surface Runoff in Urban Areas," Sustainability, MDPI, vol. 14(1), pages 1-19, January.
    12. Maqsood Mansur & Julia Hopkins & Qin Chen, 2023. "Estuarine response to storm surge and sea-level rise associated with channel deepening: a flood vulnerability assessment of southwest Louisiana, USA," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(3), pages 3879-3897, April.
    13. Battista, Gabriele & de Lieto Vollaro, Emanuele & Grignaffini, Stefano & Ocłoń, Paweł & Vallati, Andrea, 2021. "Experimental investigation about the adoption of high reflectance materials on the envelope cladding on a scaled street canyon," Energy, Elsevier, vol. 230(C).
    14. Engdawork Assefa, 2024. "Urban Land Use Trend and Drivers over the Last Three Decades in Addis Ababa and Impacts to the Sustainable Land Management," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 17(1), pages 119-119, January.
    15. Battista, Gabriele & de Lieto Vollaro, Emanuele & Ocłoń, Paweł & Vallati, Andrea, 2021. "Effect of mutual radiative exchange between the surfaces of a street canyon on the building thermal energy demand," Energy, Elsevier, vol. 226(C).
    16. Xiaoli Du & Mingzhe Yang & Zijie Yin & Xing Fang, 2023. "Influence of Initial Abstraction Ratios in NRCS-CN Model on Runoff Estimation of Permeable Brick Pavement Affected by Clogging," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(8), pages 3211-3225, June.
    17. Pengcheng Zhong & Yueyi Liu & Hang Zheng & Jianshi Zhao, 2024. "Detection of Urban Flood Inundation from Traffic Images Using Deep Learning Methods," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 38(1), pages 287-301, January.
    18. Mahmoud Mabrouk & Haoying Han & Mahran Gamal N. Mahran & Karim I. Abdrabo & Ahmed Yousry, 2024. "Revisiting Urban Resilience: A Systematic Review of Multiple-Scale Urban Form Indicators in Flood Resilience Assessment," Sustainability, MDPI, vol. 16(12), pages 1-44, June.
    19. Rabin Lamichhane & Gokarna Bahadur Motra & Thaman Bahadur Khadka & Y. X. Zhang & Prabin Pathak & Shikhar Pandit, 2024. "Impact of Water Level Variation on Mechanical Properties of Porous Concrete," Sustainability, MDPI, vol. 16(9), pages 1-14, April.
    20. Ante Šiljeg & Lovre Panđa & Rajko Marinović & Nino Krvavica & Fran Domazetović & Mladen Jurišić & Dorijan Radočaj, 2023. "Infiltration Efficiency Index for GIS Analysis Using Very-High-Spatial-Resolution Data," Sustainability, MDPI, vol. 15(21), pages 1-28, 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:16:y:2024:i:8:p:3205-:d:1374031. 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.