Remote Sensing Image-Based Analysis of the Urban Heat Island Effect in Braganca, Portugal

被引:16
作者
de Almeida, Catia Rodrigues [1 ,2 ]
Furst, Leonardo [3 ,4 ]
Goncalves, Artur [3 ,4 ]
Teodoro, Ana Claudia [1 ,2 ]
机构
[1] Univ Porto, Fac Sci, Dept Geosci Environm & Land Planning, P-4169007 Porto, Portugal
[2] Univ Porto, Earth Sci Inst ICT, Pole FCUP, P-4169007 Porto, Portugal
[3] Inst Politecn Braganca IPB, Ctr Invest Montanha CIMO, Campus Santa Apolonia, P-5300253 Braganca, Portugal
[4] Inst Politecn Braganca, Lab Associado Sustentabilidade & Tecnol Regioes M, Campus Santa Apolonia, P-5300253 Braganca, Portugal
关键词
climate change; land surface temperature; landsat; google earth engine; correlation; regression; LAND-SURFACE TEMPERATURE; IMPACT; CITIES; CITY; CONFIGURATION; VENTILATION;
D O I
10.3390/environments9080098
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Urban Heat Islands increase surface temperatures which impact the health and well-being of urban populations. Radiative forcing is impacted by changes to the land surface associated with urbanization that are particularly significant immediately after sunset. This paper aimed to analyze the behavior of UHI in different Local Climate Zones (LCZ) in Braganca city (Portugal), using Air Temperature (Ta), satellite images (Landsat 8), and on-site data. The methodology included a seasonal approach, integrating data with different scales (spatial, radiometric, and spectral) and qualitative and quantitative analyses. Google Earth Engine (GEE) optimized the processing time and computation requirement to generate the Land Surface Temperature (LST) maps. The integration of data with different scales corroborated the complementation of information/analysis and detected the correlation between the Ta and LST. However, the identification of the UHI was compromised due to the time of the passage of Landsat 8, and it was identified as the Urban Cool Island (UCI), a complementary effect of UHI, supporting the results of previous studies and for the use of Remote Sensing (RS) for thermal effects analysis.
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页数:37
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