Remote sensing based analysis of urban heat islands with vegetation cover in Colombo city, Sri Lanka using Landsat-7 ETM+ data

被引:123
作者
Senanayake, I. P. [1 ]
Welivitiya, W. D. D. P. [1 ]
Nadeeka, P. M. [1 ]
机构
[1] ACCIMT, Space Applicat Div, Moratuwa, Sri Lanka
关键词
Albedo; Emissivity; Land surface temperature (LST); NDVI; Thematic mapping; Urban heat islands (UHI);
D O I
10.1016/j.uclim.2013.07.004
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Urbanisation leads to rapid constructions, which use low albedo materials leading to high heat absorption in urban centres. In addition, removal of vegetation cover and emissions of waste heat from various sources contribute to the accumulation of heat energy, leading to formation of urban heat islands (UHIs). UHIs have many adverse socio-environmental impacts. Therefore, spatial identification of UHIs is a necessity to take appropriate remedial measures to minimise their adverse impacts. Satellite remote sensing provides a cost-effective and time-saving methodology for spatio-temporal analyses of land surface temperature (LST) distribution. In this study, thermal bands (10.40-12.50 mu m) of Landsat-7 ETM+ imagery acquired in 3 distinct dates covering Colombo city of Sri Lanka were analysed for the spatio-temporal identification of UHIs. Vegetation cover of Colombo city was extracted by using NDVI method and subsequently examined with the distribution of LST. A deductive index was defined to identify the environmentally critical areas in Colombo city based on the distribution of LST and availability of vegetation cover. Accordingly, Colombo harbour and surrounding areas were identified as the most critical areas. Remedial measures can be taken in future urban planning endeavours based on the results of this study. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:19 / 35
页数:17
相关论文
共 47 条
[1]   Cool surfaces and shade trees to reduce energy use and improve air quality in urban areas [J].
Akbari, H ;
Pomerantz, M ;
Taha, H .
SOLAR ENERGY, 2001, 70 (03) :295-310
[2]   MAPPING MICRO-URBAN HEAT ISLANDS USING LANDSAT TM AND A GIS [J].
ANIELLO, C ;
MORGAN, K ;
BUSBEY, A ;
NEWLAND, L .
COMPUTERS & GEOSCIENCES, 1995, 21 (08) :965-+
[3]  
[Anonymous], 2010, GUIDELINES SELECTING
[4]  
[Anonymous], 2008, HEAT ISLANDS UNDERST
[5]  
Baik JJ, 2001, J APPL METEOROL, V40, P1462, DOI 10.1175/1520-0450(2001)040<1462:DAMCFB>2.0.CO
[6]  
2
[7]   The long-term monitoring of vegetation cover in the Amazonian region of northern Brazil using NOAA-AVHRR data [J].
Batista, GT ;
Shimabukuro, YE ;
Lawrence, WT .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1997, 18 (15) :3195-3210
[8]   THE CONTRIBUTION OF TREES AND GREEN SPACES TO A TOWN CLIMATE [J].
BERNATZKY, A .
ENERGY AND BUILDINGS, 1982, 5 (01) :1-10
[9]  
*CA EN COMM, 2008, BUILD EN EFF STAND R
[10]   NATURAL HYDROCARBONS, URBANIZATION, AND URBAN OZONE [J].
CARDELINO, CA ;
CHAMEIDES, WL .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1990, 95 (D9) :13971-13979