IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v13y2023i4p21582440231208851.html
   My bibliography  Save this article

Study of Urban Heat Island Effect in Hangzhou Metropolitan Area Based on SW-TES Algorithm and Image Dichotomous Model

Author

Listed:
  • Kailin Shang
  • Linfeng Xu
  • Xuan Liu
  • Zhengtong Yin
  • Zhixin Liu
  • Xiaolu Li
  • Lirong Yin
  • Wenfeng Zheng

Abstract

In recent years, with economic development, urbanization has been accelerating. In the past 100 years, the global average temperature has increased by 0.5°C, and according to the predictions of most global climate models, the temperature will continue to increase by 1.5°C to 3.0°C in the next 100 years. Under the influence of global warming, the urban heat island effect problem is becoming more and more serious, bringing much harm. Studying the thermal effect and its influencing factors is of great significance for sustainable urban development. In this study, the seasonal and interannual surface temperature changes of the study area are inverted based on the SW-TES algorithm, and the LST inversion of the algorithm is simply verified. At the same time, a cell dichotomous model was established to explore the influencing factors of the urban heat island effect and the influence of different land use types and normalized vegetation indices in the Hangzhou metropolitan area was analyzed. The results showed that the overall heating trend of the study area showed a heating trend, the expansion rate of regional construction land was relatively fast, and the scale of urban land was increasing. Based on the results of surface temperature changes of areas with different land types, we obtained the temperature trends of each land type [from 2005 to 2018] and found that there was a negative correlation between surface temperature and normalized vegetation index. This study provides a theoretical basis to evaluate the urban heat island effect and analyze factors that impact it and would promote sustainable urban development.

Suggested Citation

  • Kailin Shang & Linfeng Xu & Xuan Liu & Zhengtong Yin & Zhixin Liu & Xiaolu Li & Lirong Yin & Wenfeng Zheng, 2023. "Study of Urban Heat Island Effect in Hangzhou Metropolitan Area Based on SW-TES Algorithm and Image Dichotomous Model," SAGE Open, , vol. 13(4), pages 21582440231, November.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:4:p:21582440231208851
    DOI: 10.1177/21582440231208851
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440231208851
    Download Restriction: no
    File URL: https://libkey.io/10.1177/21582440231208851?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. Yanxia Li & Xinkai Zhang & Sijie Zhu & Xiaoyu Wang & Yongdong Lu & Sihong Du & Xing Shi, 2020. "Transformation of Urban Surfaces and Heat Islands in Nanjing during 1984–2018," Sustainability, MDPI, vol. 12(16), pages 1-19, August.
    2. Meng Huang & Peng Cui & Xin He, 2018. "Study of the Cooling Effects of Urban Green Space in Harbin in Terms of Reducing the Heat Island Effect," Sustainability, MDPI, vol. 10(4), pages 1-17, April.
    3. Qunfang Huang & Yuqi Lu, 2015. "The Effect of Urban Heat Island on Climate Warming in the Yangtze River Delta Urban Agglomeration in China," IJERPH, MDPI, vol. 12(8), pages 1-17, July.
    4. Yunfei Li & Sebastian Schubert & Jürgen P. Kropp & Diego Rybski, 2020. "On the influence of density and morphology on the Urban Heat Island intensity," Nature Communications, Nature, vol. 11(1), pages 1-9, 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. Sunling, Yang & Shahzad, Ali & Wang, Meng & Xi, Yueling & Shaik, Mohammed Rafi & Khan, Mujeeb, 2024. "Urease and nitrification inhibitors with drip fertigation strategies to mitigate global warming potential and improve water-nitrogen efficiency of maize under semi-arid regions," Agricultural Water Management, Elsevier, vol. 295(C).

    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. Susca, T. & Zanghirella, F. & Colasuonno, L. & Del Fatto, V., 2022. "Effect of green wall installation on urban heat island and building energy use: A climate-informed systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    2. Rakin Abrar & Showmitra Kumar Sarkar & Kashfia Tasnim Nishtha & Swapan Talukdar & Shahfahad & Atiqur Rahman & Abu Reza Md Towfiqul Islam & Amir Mosavi, 2022. "Assessing the Spatial Mapping of Heat Vulnerability under Urban Heat Island (UHI) Effect in the Dhaka Metropolitan Area," Sustainability, MDPI, vol. 14(9), pages 1-24, April.
    3. Wenbin Luo & Mingming Su, 2018. "A Spatial-Temporal Analysis of Urban Parkland Expansion in China and Practical Implications to Enhance Urban Sustainability," Sustainability, MDPI, vol. 11(1), pages 1-14, December.
    4. Hua Shi & George Xian & Roger Auch & Kevin Gallo & Qiang Zhou, 2021. "Urban Heat Island and Its Regional Impacts Using Remotely Sensed Thermal Data—A Review of Recent Developments and Methodology," Land, MDPI, vol. 10(8), pages 1-30, August.
    5. Taher Safarrad & Mostafa Ghadami & Andreas Dittmann, 2022. "Effects of COVID-19 Restriction Policies on Urban Heat Islands in Some European Cities: Berlin, London, Paris, Madrid, and Frankfurt," IJERPH, MDPI, vol. 19(11), pages 1-25, May.
    6. Chiatti, Chiara & Fabiani, Claudia & Bondi, Roberto & Zampini, Giulia & Latterini, Loredana & Pisello, Anna Laura, 2023. "Controlled combination of phosphorescent and fluorescent materials to exploit energy-saving potential in the built environment," Energy, Elsevier, vol. 275(C).
    7. Kaihua Zhang & Guoliang Yun & Peihao Song & Kun Wang & Ang Li & Chenyu Du & Xiaoli Jia & Yuan Feng & Meng Wu & Kexin Qu & Xiaoxue Zhu & Shidong Ge, 2023. "Discover the Desirable Landscape Structure of Urban Parks for Mitigating Urban Heat: A High Spatial Resolution Study Using a Forest City, Luoyang, China as a Lens," IJERPH, MDPI, vol. 20(4), pages 1-26, February.
    8. Yang Zhang & Chao Zhang & Kun Yang & Zongqi Peng & Linfeng Tang & Haimei Duan & Changhao Wu & Yi Luo, 2022. "Temporal and Spatial Effects of Urbanization on Regional Thermal Comfort," Land, MDPI, vol. 11(5), pages 1-19, May.
    9. Hamed H. Saber & Ali E. Hajiah & Saleh A. Alshehri & Hussain J. Hussain, 2021. "Investigating the Effect of Dust Accumulation on the Solar Reflectivity of Coating Materials for Cool Roof Applications," Energies, MDPI, vol. 14(2), pages 1-24, January.
    10. Tommaso Barbieri & Francesca Despini & Sergio Teggi, 2018. "A Multi-Temporal Analyses of Land Surface Temperature Using Landsat-8 Data and Open Source Software: The Case Study of Modena, Italy," Sustainability, MDPI, vol. 10(5), pages 1-23, May.
    11. Shengyu Guan & Shuang Liu & Xin Zhang & Xinlei Du & Zhifang Lv & Haihui Hu, 2023. "Analysis of Supply–Demand Relationship of Cooling Capacity of Blue–Green Landscape under the Direction of Mitigating Urban Heat Island," Sustainability, MDPI, vol. 15(14), pages 1-22, July.
    12. Fadye Al Fayad & Wahid Maref & Mohamed M. Awad, 2021. "Review of White Roofing Materials and Emerging Economies with Focus on Energy Performance Cost-Benefit, Maintenance, and Consumer Indifference," Sustainability, MDPI, vol. 13(17), pages 1-21, September.
    13. Jing Kong & Yongling Zhao & Jan Carmeliet & Chengwang Lei, 2021. "Urban Heat Island and Its Interaction with Heatwaves: A Review of Studies on Mesoscale," Sustainability, MDPI, vol. 13(19), pages 1-26, September.
    14. Ribeiro, Fabiano L. & Li, Yunfei & Born, Stefan & Rybski, Diego, 2024. "Analytical solution for the long- and short-range every-pair-interactions system," Chaos, Solitons & Fractals, Elsevier, vol. 183(C).
    15. Magalie Técher & Hassan Ait Haddou & Rahim Aguejdad, 2023. "Urban Heat Island’s Vulnerability Assessment by Integrating Urban Planning Policies: A Case Study of Montpellier Méditerranée Metropolitan Area, France," Sustainability, MDPI, vol. 15(3), pages 1-26, January.
    16. Nikolaos D. Proutsos & Alexandra D. Solomou & Michaela Petropoulou & Nikolaos E. Chatzipavlis, 2022. "Micrometeorological and Hydraulic Properties of an Urban Green Space on a Warm Summer Day in a Mediterranean City (Attica–Greece)," Land, MDPI, vol. 11(11), pages 1-16, November.
    17. Zhang, Hongjie & Yao, Runming & Luo, Qing & Wang, Wenbo, 2022. "A mathematical model for a rapid calculation of the urban canyon albedo and its applications," Renewable Energy, Elsevier, vol. 197(C), pages 836-851.
    18. Magdalena Worsa-Kozak & Adalbert Arsen, 2023. "Groundwater Urban Heat Island in Wrocław, Poland," Land, MDPI, vol. 12(3), pages 1-16, March.
    19. Claudia Dworczyk & Benjamin Burkhard, 2022. "Challenges Entailed in Applying Ecosystem Services Supply and Demand Mapping Approaches: A Practice Report," Land, MDPI, vol. 12(1), pages 1-21, December.
    20. Qi Fu & Mengfan Gao & Yue Wang & Tinghui Wang & Xu Bi & Jinhua Chen, 2022. "Spatiotemporal Patterns and Drivers of the Carbon Budget in the Yangtze River Delta Region, China," Land, MDPI, vol. 11(8), pages 1-18, August.

    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:sae:sagope:v:13:y:2023:i:4:p:21582440231208851. 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: SAGE Publications (email available below). General contact details of provider: .

    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.