Analysis of Urban Heat Island and Heat Waves Using Sentinel-3 Images: a Study of Andalusian Cities in Spain

被引:32
作者
Garcia, David Hidalgo [1 ]
机构
[1] Univ Granada, Tech Super Sch Bldg Engn, Fuentenueva Campus, Granada 18071, Spain
关键词
Surface Urban Heat Island; Heat waves; Sentinel-3; imagery; Land surface temperature; Heat Resilience and Urban Resilience; LAND-SURFACE TEMPERATURE; CLIMATE-CHANGE; AIR-TEMPERATURE; IMPACT; SUMMER; EUROPE; GREECE; CITY; IDENTIFICATION; VARIABILITY;
D O I
10.1007/s41748-021-00268-9
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
At present, understanding the synergies between the Surface Urban Heat Island (SUHI) phenomenon and extreme climatic events entailing high mortality, i.e., heat waves, is a great challenge that must be faced to improve the quality of life in urban zones. The implementation of new mitigation and resilience measures in cities would serve to lessen the effects of heat waves and the economic cost they entail. In this research, the Land Surface Temperature (LST) and the SUHI were determined through Sentinel-3A and 3B images of the eight capitals of Andalusia (southern Spain) during the months of July and August of years 2019 and 2020. The objective was to determine possible synergies or interaction between the LST and SUHI, as well as between SUHI and heat waves, in a region classified as highly vulnerable to the effects of climate change. For each Andalusian city, the atmospheric variables of ambient temperature, solar radiation, wind speed and direction were obtained from stations of the Spanish State Meteorological Agency (AEMET); the data were quantified and classified both in periods of normal environmental conditions and during heat waves. By means of Data Panel statistical analysis, the multivariate relationships were derived, determining which ones statistically influence the SUHI during heat wave periods. The results indicate that the LST and the mean SUHI obtained are statistically interacted and intensify under heat wave conditions. The greatest increases in daytime temperatures were seen for Sentinel-3A in cities by the coast (LST = 3.90 degrees C, SUHI = 1.44 degrees C) and for Sentinel-3B in cities located inland (LST = 2.85 degrees C, SUHI = 0.52 degrees C). The existence of statistically significant positive relationships above 99% (p < 0.000) between the SUHI and solar radiation, and between the SUHI and the direction of the wind, intensified in periods of heat wave, could be verified. An increase in the urban area affected by the SUHI under heat wave conditions is reported.
引用
收藏
页码:199 / 219
页数:21
相关论文
共 105 条
[51]   COVID-19 pandemic persuaded lockdown effects on environment over stone quarrying and crushing areas [J].
Mandal I. ;
Pal S. .
Science of the Total Environment, 2022, 732
[52]   ESTIMATION OF SEA-SURFACE TEMPERATURES FROM 2 INFRARED WINDOW MEASUREMENTS WITH DIFFERENT ABSORPTION [J].
MCMILLIN, LM .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS AND ATMOSPHERES, 1975, 80 (36) :5113-5117
[53]   More intense, more frequent, and longer lasting heat waves in the 21st century [J].
Meehl, GA ;
Tebaldi, C .
SCIENCE, 2004, 305 (5686) :994-997
[54]   Human behaviour change and its impact on urban climate: Restrictions with the G20 Osaka Summit and COVID-19 outbreak [J].
Nakajima, Ko ;
Takane, Yuya ;
Kikegawa, Yukihiro ;
Furuta, Yasuko ;
Takamatsu, Hiroki .
URBAN CLIMATE, 2021, 35
[55]  
Oke T.R., 1987, Boundary Layer Climates, V27, P265
[56]   Association of COVID-19 pandemic with meteorological parameters over Singapore [J].
Pani, Shantanu Kumar ;
Lin, Neng-Huei ;
RavindraBabu, Saginela .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 740
[57]   The 2003 heat wave in France:: Dangerous climate change here and now [J].
Poumadère, M ;
Mays, C ;
Le Mer, S ;
Blong, R .
RISK ANALYSIS, 2005, 25 (06) :1483-1494
[58]   Global Sensitivity Analysis of the SCOPE Model in Sentinel-3 Bands: Thermal Domain Focus [J].
Prikaziuk, Egor ;
van der Tol, Christiaan .
REMOTE SENSING, 2019, 11 (20)
[59]   Understanding the continuous phenological development at daily time step with a Bayesian hierarchical space-time model: impacts of climate change and extreme weather events [J].
Qiu, Tong ;
Song, Conghe ;
Clark, James S. ;
Seyednasrollah, Bijan ;
Rathnayaka, Nuvan ;
Li, Junxiang .
REMOTE SENSING OF ENVIRONMENT, 2020, 247
[60]   Heatwaves and urban heat islands: A comparative analysis of multiple cities [J].
Ramamurthy, P. ;
Bou-Zeid, E. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (01) :168-178