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Spatial Variation of Land Use/Cover Composition and Impact on Surface Urban Heat Island in a Tropical Sub-Saharan City of Accra, Ghana

Author

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  • Darshana Athukorala

    (Graduate School of Life and Environmental Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki 305-8572, Japan)

  • Yuji Murayama

    (Faculty of Life and Environmental Sciences, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki 305-8572, Japan)

Abstract

Rapid urbanization is one of the most crucial issues in the world of the 21st century. Notably, the urban heat island phenomenon is becoming more prominent in megacities and their hinterlands in temperate and subtropical climatic regions. In the daytime in summer, there exists a high possibility of accelerating the land surface temperature (LST) in desert cities, due to the alterations made by human beings in the natural environment. In this study, we investigate the spatial formation of LST in a tropical sub-Saharan city of Accra, a gateway to West Africa, using Landsat data in 2003 and 2017. Machine learning techniques and the different spatial and statistical methods such as tasseled cap transformation (TCT), urban-rural gradient, and multiresolution grid-based and landscape metrics were employed to examine procured land use/cover (LUC) and LST maps. LUC was classified into five categories: Built up, Green 1, Green 2, Bare land, and Water. The results of the analysis indicate that Built up, Green 2, and Bare land had caused the highest heating effect while Green 1 and Water had caused the considerable cooling effect during the daytime in Accra. The urban-rural difference in LST recorded 1.4 °C in 2003 and 0.28 °C in 2017. The mean size, mean shape, largest patch, and aggregation of Built up, Green 1, and Green 2 had a strong relationship with the mean LST. It is essential for urban planners to carefully examine the formation and effect of the urban heat island (UHI) for sustainable urban development and landscape policy toward mitigation and adaptation planning in Accra.

Suggested Citation

  • Darshana Athukorala & Yuji Murayama, 2020. "Spatial Variation of Land Use/Cover Composition and Impact on Surface Urban Heat Island in a Tropical Sub-Saharan City of Accra, Ghana," Sustainability, MDPI, vol. 12(19), pages 1-20, September.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:19:p:7953-:d:419688
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    References listed on IDEAS

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    1. Zhijie Wu & Yixin Zhang, 2018. "Spatial Variation of Urban Thermal Environment and Its Relation to Green Space Patterns: Implication to Sustainable Landscape Planning," Sustainability, MDPI, vol. 10(7), pages 1-11, June.
    2. John E. K. Akubia & Antje Bruns, 2019. "Unravelling the Frontiers of Urban Growth: Spatio-Temporal Dynamics of Land-Use Change and Urban Expansion in Greater Accra Metropolitan Area, Ghana," Land, MDPI, vol. 8(9), pages 1-23, August.
    3. repec:asg:wpaper:1039 is not listed on IDEAS
    4. Muhammad Shahbaz & Rashid Sbia & Helmi Hamdi & Ilhan Ozturk, 2014. "Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates," Post-Print halshs-01902764, HAL.
    5. Ronald C. Estoque & Makoto Ooba & Xerxes T. Seposo & Takuya Togawa & Yasuaki Hijioka & Kiyoshi Takahashi & Shogo Nakamura, 2020. "Heat health risk assessment in Philippine cities using remotely sensed data and social-ecological indicators," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    6. Franco, Sainu & Mandla, Venkata Ravibabu & Ram Mohan Rao, K., 2017. "Urbanization, energy consumption and emissions in the Indian context A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 898-907.
    7. Al-Mulali, Usama & Ozturk, Ilhan, 2015. "The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region," Energy, Elsevier, vol. 84(C), pages 382-389.
    8. Min Min & Hongbo Zhao & Changhong Miao, 2018. "Spatio-Temporal Evolution Analysis of the Urban Heat Island: A Case Study of Zhengzhou City, China," Sustainability, MDPI, vol. 10(6), pages 1-23, June.
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    1. Ola G. El‐Taliawi & Nihit Goyal & Michael Howlett, 2021. "Holding out the promise of Lasswell's dream: Big data analytics in public policy research and teaching," Review of Policy Research, Policy Studies Organization, vol. 38(6), pages 640-660, November.
    2. 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.

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