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How Are Land-Use/Land-Cover Indices and Daytime and Nighttime Land Surface Temperatures Related in Eleven Urban Centres in Different Global Climatic Zones?

Author

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  • Yuanzheng Li

    (School of Resources and Environment, Henan University of Economics and Law, Zhengzhou 450046, China
    Academician Laboratory for Urban and Rural Spatial Data Mining of Henan Province, Henan University of Economics and Law, Zhengzhou 450046, China)

  • Zezhi Zhao

    (School of Resources and Environment, Henan University of Economics and Law, Zhengzhou 450046, China)

  • Yashu Xin

    (School of Resources and Environment, Henan University of Economics and Law, Zhengzhou 450046, China)

  • Ao Xu

    (School of Resources and Environment, Henan University of Economics and Law, Zhengzhou 450046, China)

  • Shuyan Xie

    (School of Resources and Environment, Henan University of Economics and Law, Zhengzhou 450046, China)

  • Yi Yan

    (Key Laboratory of Resources Conversion and Pollution Control of the State Ethnic Affairs Commission, College of Resources and Environmental Science, South-Central Minzu University, Wuhan 430074, China)

  • Lan Wang

    (Key Research Institute of Yellow River Civilization and Sustainable Development & Collaborative Innovation Center on Yellow River Civilization Jointly Built by Henan Province and Ministry of Education, Henan University, Kaifeng 475001, China)

Abstract

Improving the urban thermal environment can enhance humans’ well-being. Nevertheless, it was not clear which land-use/land-cover (LU/LC) indices were optimal for explaining land surface temperatures (LSTs) and how they affected LSTs in cities in different climatic zones, especially during the nighttime. Thus, the Aqua/MODIS and Landsat/OLI data were mainly used to explore the optimal indices of building, vegetation, water and bare soil and to analyze their effects on LSTs in eleven urban centers in global distinct climatic regions. Results showed several LU/LC indices had high probabilities of being optimal indices to explain LSTs under different conditions. The daytime LSTs were usually significantly negatively correlated with vegetation indices and positively correlated with building and bare soil indices ( p < 0.05). These relationships were stronger in the summer than winter. The nighttime LSTs were usually significantly positively and negatively correlated with building and vegetation indices in the summer, respectively ( p < 0.05). These correlations were generally weaker during the nighttime than daytime. The nighttime LSTs were significantly positively and negatively correlated with water and bare soil indices, respectively ( p < 0.05). Significant linear multiple regressions commonly existed between daytime and nighttime LSTs and four kinds of LU/LC indices ( p < 0.05). These findings helped optimize urban thermal comfort, downscale city LSTs, etc.

Suggested Citation

  • Yuanzheng Li & Zezhi Zhao & Yashu Xin & Ao Xu & Shuyan Xie & Yi Yan & Lan Wang, 2022. "How Are Land-Use/Land-Cover Indices and Daytime and Nighttime Land Surface Temperatures Related in Eleven Urban Centres in Different Global Climatic Zones?," Land, MDPI, vol. 11(8), pages 1-22, August.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:8:p:1312-:d:887927
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    References listed on IDEAS

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    1. Bassim Mohammed Hashim & Ali Al Maliki & Maitham A. Sultan & Shamsuddin Shahid & Zaher Mundher Yaseen, 2022. "Effect of land use land cover changes on land surface temperature during 1984–2020: a case study of Baghdad city using landsat image," 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. 112(2), pages 1223-1246, June.
    2. Agnieszka Wnęk & Dawid Kudas & Premysl Stych, 2021. "National Level Land-Use Changes in Functional Urban Areas in Poland, Slovakia, and Czechia," Land, MDPI, vol. 10(1), pages 1-16, January.
    3. Xuan Zhao & Jianjun Liu & Yuankun Bu, 2021. "Quantitative Analysis of Spatial Heterogeneity and Driving Forces of the Thermal Environment in Urban Built-up Areas: A Case Study in Xi’an, China," Sustainability, MDPI, vol. 13(4), pages 1-13, February.
    4. Siddique Ullah & Adnan Ahmad Tahir & Tahir Ali Akbar & Quazi K. Hassan & Ashraf Dewan & Asim Jahangir Khan & Mudassir Khan, 2019. "Remote Sensing-Based Quantification of the Relationships between Land Use Land Cover Changes and Surface Temperature over the Lower Himalayan Region," Sustainability, MDPI, vol. 11(19), pages 1-16, October.
    5. Muhammad Tauhidur Rahman & Adel S. Aldosary & Md. Golam Mortoja, 2017. "Modeling Future Land Cover Changes and Their Effects on the Land Surface Temperatures in the Saudi Arabian Eastern Coastal City of Dammam," Land, MDPI, vol. 6(2), pages 1-16, May.
    6. Auwalu Faisal Koko & Yue Wu & Ghali Abdullahi Abubakar & Akram Ahmed Noman Alabsi & Roknisadeh Hamed & Muhammed Bello, 2021. "Thirty Years of Land Use/Land Cover Changes and Their Impact on Urban Climate: A Study of Kano Metropolis, Nigeria," Land, MDPI, vol. 10(11), pages 1-27, October.
    7. Chudong Huang & Xinyue Ye, 2015. "Spatial Modeling of Urban Vegetation and Land Surface Temperature: A Case Study of Beijing," Sustainability, MDPI, vol. 7(7), pages 1-27, July.
    8. Mehebub Sahana & Shyamal Dutta & Haroon Sajjad, 2019. "Assessing land transformation and its relation with land surface temperature in Mumbai city, India using geospatial techniques," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 23(2), pages 205-225, April.
    9. Isaac Buo & Valentina Sagris & Iuliia Burdun & Evelyn Uuemaa, 2021. "Estimating the expansion of urban areas and urban heat islands (UHI) in Ghana: a case study," 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. 105(2), pages 1299-1321, January.
    10. Asabere, Stephen Boahen & Acheampong, Ransford A. & Ashiagbor, George & Beckers, Sandra Carola & Keck, Markus & Erasmi, Stefan & Schanze, Jochen & Sauer, Daniela, 2020. "Urbanization, land use transformation and spatio-environmental impacts: Analyses of trends and implications in major metropolitan regions of Ghana," Land Use Policy, Elsevier, vol. 96(C).
    11. Subhanil Guha & Himanshu Govil, 2021. "An assessment on the relationship between land surface temperature and normalized difference vegetation index," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1944-1963, February.
    12. Muhammad Sadiq Khan & Sami Ullah & Liding Chen, 2021. "Comparison on Land-Use/Land-Cover Indices in Explaining Land Surface Temperature Variations in the City of Beijing, China," Land, MDPI, vol. 10(10), pages 1-20, September.
    13. Rituraj Neog, 2022. "Evaluation of temporal dynamics of land use and land surface temperature (LST) in Agartala city of India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3419-3438, March.
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