A new method to quantify surface urban heat island intensity

被引:203
|
作者
Li, Huidong [1 ]
Zhou, Yuyu [2 ]
Li, Xiaoma [2 ]
Meng, Lin [2 ]
Wang, Xun [1 ]
Wu, Sha [3 ]
Sodoudi, Sahar [1 ]
机构
[1] Free Univ Berlin, Inst Meteorol, Berlin, Germany
[2] Iowa State Univ, Dept Geol & Atmospher Sci, Ames, IA USA
[3] Chinese Acad Forestry, Forestry Expt Ctr North China, Beijing, Peoples R China
关键词
Surface urban heat island; Land surface temperature; Impervious surface area; Kernel density estimation; Footprint of remote sensing observation; LAND-COVER; ANTHROPOGENIC HEAT; GLOBAL CHANGE; MODIS; TEMPERATURE; ENERGY; AREA; CLASSIFICATION; REFLECTANCE; VALIDATION;
D O I
10.1016/j.scitotenv.2017.11.360
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Reliable quantification of urban heat island (UHI) can contribute to the effective evaluation of potential heat risk. Traditional methods for the quantification of UHI intensity (UHII) using pairs-measurements are sensitive to the choice of stations or grids. In order to get rid of the limitation of urban/rural divisions, this paper proposes a new approach to quantify surface UHII (SUHII) using the relationship between MODIS land surface temperature (LST) and impervious surface areas (ISA). Given the footprint of LST measurement, the ISA was regionalized to include the information of neighborhood pixels using a Kernel Density Estimation (KDE) method. Considering the footprint improves the LST-ISA relationship. The LST shows highly positive correlation with the KDE regionalized ISA (ISA(KDE)). The linear functions of LST are well fitted by the ISA(KDE) in both annual and daily scales for the city of Berlin. The slope of the linear function represents the increase in LST from the natural surface in rural regions to the impervious surface in urban regions, and is defined as SUHII in this study. The calculated SUHII show high values in summer and during the day than in winter and at night. The new method is also verified using finer resolution Landset data, and the results further prove its reliability. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码:262 / 272
页数:11
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