Analysis of urban expansion and its impact on temperature utilising remote sensing and GIS techniques in the Accra Metropolis in Ghana (1986-2022)

被引:3
作者
Frimpong, Bernard Fosu [1 ]
Koranteng, Addo [2 ]
Opoku, Fosu Senior [3 ]
机构
[1] Brandenburg Tech Univ Cottbus, Dept Hydrol, Pl Deutsch Einheit 1, D-03046 Cottbus, Germany
[2] Kumasi Tech Univ, Inst Res Innovat & Dev, Kumasi, Ghana
[3] Coll San Mateo, 1700 W Hillsdale Blvd, San Mateo, CA 94402 USA
来源
SN APPLIED SCIENCES | 2023年 / 5卷 / 08期
关键词
Urban expansion; Change detection; Land use land cover; Regression; Remote sensing; Temperature; DIFFERENCE VEGETATION INDEX; LAND-SURFACE TEMPERATURE; RANDOM FOREST; HEAT-ISLAND; COVER CHANGE; URBANIZATION; DYNAMICS; CITY; CLASSIFICATION; NDVI;
D O I
10.1007/s42452-023-05439-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Accra Metropolis of Ghana has experienced rapid urban expansion over the past decades. Agricultural and forestlands have been transformed into urban/built-up areas. This study analysed urban expansion and its relationship with the temperature of Accra from 1986 to 2022. Multi-source datasets such as remote sensing (RS) and other ancillary data were utilised. Land use land cover (LULC) maps were produced employing the random forests classifier. Land surface temperature (LST) and selected d(RS) Indices were extracted. Regression techniques assessed the interplay between LST and remote sensing indices. The LULC maps revealed increasing trends in the urban/built-up areas at the expense of the other LULC types. The analysis from the LST and the RS indices revealed a direct relationship between temperature and urban/built-up areas and an inverse relationship between temperature and vegetation. Thus, spatial urban expansion has modified the urban temperature of Accra. The integrated utilisation of RS and GIS demonstrated to be an efficient approach for analysing and monitoring urban expansion and its relationship with temperature.
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页数:25
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