Examining Urban Heat Island Relations to Land Use and Air Pollution: Multiple Endmember Spectral Mixture Analysis for Thermal Remote Sensing

被引:106
|
作者
Feizizadeh, Bakhtiar [1 ,2 ]
Blaschke, Thomas [2 ]
机构
[1] Univ Tabriz, Ctr GIS & Remote Sensing, Dept Phys Geog, Tabriz 51368, Iran
[2] Salzburg Univ, Dept Geoinformat, A-5020 Salzburg, Austria
基金
奥地利科学基金会;
关键词
Air pollution; ASTER; endmember remote sensing indices; land surface temperature; land use; spectral mixture analysis; Tabriz city; urban heat island; SURFACE-TEMPERATURE; VEGETATION INDEX; CLASSIFICATION; ABUNDANCE; INDIANAPOLIS; EMISSIVITY; IMAGES; GIS;
D O I
10.1109/JSTARS.2013.2263425
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes an integration of Spectral Mixture Analysis and Endmember Remote Sensing Indices to derive land surface temperature (LST), to identify urban heat islands (UHI) and to investigate their relationships to land use/land cover (LULC) and air-pollution in Tabriz city, Iran. LST values are assessed from ASTER remotely sensed thermal images to appraise the intensity of UHIs through a statistical approach. The results indicate that LST is highly influenced by LULC and that UHIs are closely linked to LST and LULC. As expected, LST is sensitive to vegetation and moisture and low temperatures are found in water bodies and vegetated areas. High temperatures are related to construction zones and industrial sites which are not necessarily located in the city centre. While the results demonstrate a high correlation between UHIs and air-pollution spatial analysis discloses a different pattern: when correlating identified UHI zones with air pollution the market area of Tabriz city reveals the highest measured PM values.
引用
收藏
页码:1749 / 1756
页数:8
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