Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.3390/su12197953 |
Spatial Variation of Land Use/Cover Composition and Impact on Surface Urban Heat Island in a Tropical Sub-Saharan City of Accra, Ghana | |
Athukorala, Darshana; Murayama, Yuji | |
通讯作者 | Athukorala, D |
来源期刊 | SUSTAINABILITY
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EISSN | 2071-1050 |
出版年 | 2020 |
卷号 | 12期号:19 |
英文摘要 | 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 degrees C in 2003 and 0.28 degrees 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. |
英文关键词 | urban heat island land surface temperature Accra urban landscape pattern tasseled cap transformation sustainable cities |
类型 | Article |
语种 | 英语 |
开放获取类型 | gold |
收录类别 | SCI-E ; SSCI |
WOS记录号 | WOS:000586572300001 |
WOS关键词 | ENVIRONMENTAL DEGRADATION ; ENERGY-CONSUMPTION ; TEMPERATURE ; URBANIZATION ; PATTERN ; LANDSCAPE ; COVER ; CHINA ; CONFIGURATION ; PHOENIX |
WOS类目 | Green & Sustainable Science & Technology ; Environmental Sciences ; Environmental Studies |
WOS研究方向 | Science & Technology - Other Topics ; Environmental Sciences & Ecology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/327369 |
作者单位 | [Athukorala, Darshana] Univ Tsukuba, Grad Sch Life & Environm Sci, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058572, Japan; [Murayama, Yuji] Univ Tsukuba, Fac Life & Environm Sci, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058572, Japan |
推荐引用方式 GB/T 7714 | Athukorala, Darshana,Murayama, Yuji. Spatial Variation of Land Use/Cover Composition and Impact on Surface Urban Heat Island in a Tropical Sub-Saharan City of Accra, Ghana[J],2020,12(19). |
APA | Athukorala, Darshana,&Murayama, Yuji.(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,12(19). |
MLA | Athukorala, Darshana,et al."Spatial Variation of Land Use/Cover Composition and Impact on Surface Urban Heat Island in a Tropical Sub-Saharan City of Accra, Ghana".SUSTAINABILITY 12.19(2020). |
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