Modeling of the Urban Heat Island on local climatic zones of a city using Sentinel 3 images: Urban determining factors

被引:42
作者
Garcia, David Hidalgo [1 ]
Diaz, Julian Arco [1 ]
机构
[1] Univ Granada, Sch Bldg Engn, Fuentenueva Campus, Granada 18071, Spain
关键词
Urban Heat Island; Land surface temperature; Sentinel; 3; Panel data model; Local climate zones and urban climate; LAND-SURFACE TEMPERATURE; PEARL RIVER DELTA; SETTLEMENT SIZE; GREEN SPACES; IMPACT; MODIS; PATTERNS; CITIES; CLASSIFICATION; URBANIZATION;
D O I
10.1016/j.uclim.2021.100840
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Understanding how the components of cities interfere in the Urban Heat Island (UHI) has become a main great challenge for societies seeking to improve the quality of life through the implementation of urban planning criteria. In this research, the city of Granada (Spain) was divided into four local climatic zones (LCZ) according to the Corine Land Cover inventory, to study the land surface temperature (LST) and daytime and nighttime UHI using Sentinel 3 imaging. For each LCZ, urban factors were quantified by means of the Data Panel statistical analysis method, and multivariate relationships that statistically influence the UHI were determined. The results indicate an urban cooling island during the morning with a medium temperature of -0.6 K, the effect being greater in the low-density LCZ than in the high-density LCZ. At night, an UHI with an average temperature of 0.7 K is produced, this effect being greater in compact LCZs than in open ones. Two common factors significantly influence the day and night UHI: Fraction vegetation cover and solar radiation. In addition, for the day UHI, altitude and population density stand out as significant. For the night UHI, wind, impervious surface fraction factor and sky view factor additionally stand out.
引用
收藏
页数:28
相关论文
共 120 条
  • [1] The effect of multi-dimensional indicators on urban thermal conditions
    Alavipanah, Saddrodin
    Schreyer, Johannes
    Haase, Dagmar
    Lakes, Tobia
    Qureshi, Salman
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 177 : 115 - 123
  • [2] What accounts for 'England's green and pleasant land'? A panel data analysis of mental health and land cover types in rural England
    Alcock, I.
    White, M. P.
    Lovell, R.
    Higgins, S. L.
    Osborne, N. J.
    Husk, K.
    Wheeler, B. W.
    [J]. LANDSCAPE AND URBAN PLANNING, 2015, 142 : 38 - 46
  • [3] Analysis of the urban heat island under different synoptic patterns using local climate zones
    Anjos, Max
    Targino, Admir Creso
    Krecl, Patricia
    Oukawa, Gabriel Yoshikazu
    Braga, Rodrigo Favaro
    [J]. BUILDING AND ENVIRONMENT, 2020, 185
  • [4] The health effects of hotter summers and heat waves in the population of the United Kingdom: a review of the evidence
    Arbuthnott, Katherine G.
    Hajat, Shakoor
    [J]. ENVIRONMENTAL HEALTH, 2017, 16 : 1 - 13
  • [5] Two decades of urban climate research: A review of turbulence, exchanges of energy and water, and the urban heat island
    Arnfield, AJ
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2003, 23 (01) : 1 - 26
  • [6] A Multi-Temporal Analyses of Land Surface Temperature Using Landsat-8 Data and Open Source Software: The Case Study of Modena, Italy
    Barbieri, Tommaso
    Despini, Francesca
    Teggi, Sergio
    [J]. SUSTAINABILITY, 2018, 10 (05)
  • [7] Urban Form, Air Pollution, and CO2 Emissions in Large U.S. Metropolitan Areas
    Bereitschaft, Bradley
    Debbage, Keith
    [J]. PROFESSIONAL GEOGRAPHER, 2013, 65 (04) : 612 - 635
  • [8] Biere R, 2018, SPIE REMOTE SENSING, P1
  • [9] A new multi-scale 3D-GIS-approach for the assessment and dissemination of solar income of digital city models
    Bremer, M.
    Mayr, A.
    Wichmann, V.
    Schmidtner, K.
    Rutzinger, M.
    [J]. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2016, 57 : 144 - 154
  • [10] Using Local Climate Zones in Sub-Saharan Africa to tackle urban health issues
    Brousse, Oscar
    Georganos, Stefanos
    Demuzere, Matthias
    Vanhuysse, Sabine
    Wouters, Hendrik
    Wolff, Eleonore
    Linard, Catherine
    van Lipzig, Nicole P-M
    Dujardin, Sebastien
    [J]. URBAN CLIMATE, 2019, 27 : 227 - 242