IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i9p1701-d1228992.html
   My bibliography  Save this article

Spatial Association Rules and Thermal Environment Differentiation Evaluation of Local Climate Zone and Urban Functional Zone

Author

Listed:
  • Yinuo Xu

    (Shandong Academy of Sciences Environmental, Jinan Lishan Road 50, Jinan 250013, China)

  • Wei Hou

    (Chinese Academy of Surveying and Mapping, Lianhuachi West Road 28, Beijing 100036, China)

  • Chunxiao Zhang

    (School of Information Engineering, China University of Geosciences in Beijing, No. 29, Xueyuan Road, Haidian District, Beijing 100083, China)

Abstract

Urban heat islands (UHIs) caused by urbanization have become a major issue affecting the sustainable development of the ecological environment. The distribution of UHIs is mainly affected by the reflection and transmission of heat radiation caused by differences in urban spaces, and the anthropogenic heat emissions caused by social activities. At present, the research on the urban thermal environment involves two spatial classification systems: local climate zone (LCZ), based on urban morphology and spatial patterns; and urban functional zone (UFZ), based on socio-economic activities. It is not clear whether there are association rules between these two systems in different cities. Against this background, this study explores the association rules between the UFZ and LCZ classification systems using the selected Chinese cities in different regions as typical examples. Our results confirm that there are common association rules from UFZ to LCZ, as the form of buildings is greatly influenced by the types of functional areas in urban construction. Specifically, the medical zone corresponds to the compact mid-rise zone (LCZ2); the business service area and the office area also correspond to the compact zone (LCZ1-LCZ3); and the industrial area corresponds to the compact low-rise zone (LCZ3). These functional zones have the same association rules in different cities. The cross-regional mining of the relationship between different urban functional systems will help to coordinate different planning departments and carry out the integration of multiple spatial plans. Furthermore, we found that LCZ has a better differentiation effect on the surface temperature through our comparison research, which makes it more suitable as a reference for research on the thermal environment and the heat island effect.

Suggested Citation

  • Yinuo Xu & Wei Hou & Chunxiao Zhang, 2023. "Spatial Association Rules and Thermal Environment Differentiation Evaluation of Local Climate Zone and Urban Functional Zone," Land, MDPI, vol. 12(9), pages 1-18, August.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:9:p:1701-:d:1228992
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/9/1701/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/12/9/1701/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. DMSLB Dissanayake & Takehiro Morimoto & Yuji Murayama & Manjula Ranagalage, 2019. "Impact of Landscape Structure on the Variation of Land Surface Temperature in Sub-Saharan Region: A Case Study of Addis Ababa using Landsat Data (1986–2016)," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
    2. Yinuo Xu & Chunxiao Zhang & Wei Hou, 2022. "Modeling of Daytime and Nighttime Surface Urban Heat Island Distribution Combined with LCZ in Beijing, China," Land, MDPI, vol. 11(11), pages 1-21, November.
    3. Hongyu Du & Fengqi Zhou & Chunlan Li & Wenbo Cai & Hong Jiang & Yongli Cai, 2020. "Analysis of the Impact of Land Use on Spatiotemporal Patterns of Surface Urban Heat Island in Rapid Urbanization, a Case Study of Shanghai, China," Sustainability, MDPI, vol. 12(3), pages 1-17, February.
    4. Ruiyuan Jiang & Changkun Xie & Zihao Man & Rebecca Zhou & Shengquan Che, 2023. "Effects of Urban Green and Blue Space on the Diffusion Range of PM 2.5 and PM 10 Based on LCZ," Land, MDPI, vol. 12(5), pages 1-15, April.
    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. Michel Opelele Omeno & Ying Yu & Wenyi Fan & Tolerant Lubalega & Chen Chen & Claude Kachaka Sudi Kaiko, 2021. "Analysis of the Impact of Land-Use/Land-Cover Change on Land-Surface Temperature in the Villages within the Luki Biosphere Reserve," Sustainability, MDPI, vol. 13(20), pages 1-23, October.
    2. Manjula Ranagalage & Yuji Murayama & DMSLB Dissanayake & Matamyo Simwanda, 2019. "The Impacts of Landscape Changes on Annual Mean Land Surface Temperature in the Tropical Mountain City of Sri Lanka: A Case Study of Nuwara Eliya (1996–2017)," Sustainability, MDPI, vol. 11(19), pages 1-26, October.
    3. Xiaodong Huang & Wenkai Liu & Yuping Han & Chunying Wang & Han Wang & Sai Hu, 2019. "Performance Evaluation and Comparison of Modified Spectral Mixture Analysis Method for Different Images of Landsat Series Satellites," Sustainability, MDPI, vol. 11(22), pages 1-18, November.
    4. Abel Balew & Fisha Semaw, 2022. "Impacts of land-use and land-cover changes on surface urban heat islands in Addis Ababa city and its surrounding," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(1), pages 832-866, January.
    5. DMSLB Dissanayake & Takehiro Morimoto & Yuji Murayama & Manjula Ranagalage & ENC Perera, 2020. "Analysis of Life Quality in a Tropical Mountain City Using a Multi-Criteria Geospatial Technique: A Case Study of Kandy City, Sri Lanka," Sustainability, MDPI, vol. 12(7), pages 1-22, April.
    6. Yan-jun Guo & Jie-jie Han & Xi Zhao & Xiao-yan Dai & Hao Zhang, 2020. "Understanding the Role of Optimized Land Use/Land Cover Components in Mitigating Summertime Intra-Surface Urban Heat Island Effect: A Study on Downtown Shanghai, China," Energies, MDPI, vol. 13(7), pages 1-17, April.
    7. Fernando Oñate-Valdivieso & Arianna Oñate-Paladines & Milton Collaguazo, 2022. "Spatiotemporal Dynamics of Soil Impermeability and Its Impact on the Hydrology of An Urban Basin," Land, MDPI, vol. 11(2), pages 1-17, February.
    8. Yang Lu & Jiansi Yang & Song Ma, 2021. "Dynamic Changes of Local Climate Zones in the Guangdong–Hong Kong–Macao Greater Bay Area and Their Spatio-Temporal Impacts on the Surface Urban Heat Island Effect between 2005 and 2015," Sustainability, MDPI, vol. 13(11), pages 1-20, June.
    9. Yuji Murayama & Matamyo Simwanda & Manjula Ranagalage, 2021. "Spatiotemporal Analysis of Urbanization Using GIS and Remote Sensing in Developing Countries," Sustainability, MDPI, vol. 13(7), pages 1-5, March.
    10. Mingjun Sun & Xinyi Zhao & Yun Wang & Zeqi Ren & Xin Fu, 2023. "Factors Affecting the High-Intensity Cooling Distance of Urban Green Spaces: A Case Study of Xi’an, China," Sustainability, MDPI, vol. 15(8), pages 1-13, April.
    11. Hongyu Du & Fengqi Zhou, 2023. "Study on the Layout of Ecological Space and the Integrated Management Mechanism of the Yangtze River Delta Urban Agglomeration," Land, MDPI, vol. 12(2), pages 1-15, January.

    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:12:y:2023:i:9:p:1701-:d:1228992. 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.