Contribution of Landsat 8 data for the estimation of land surface temperature in Batna city, Eastern Algeria

被引:36
|
作者
Bendib, Abdelhalim [1 ]
Dridi, Hadda [1 ]
Kalla, Mohamed Issam [1 ]
机构
[1] Univ Batna, Lab Nat Hazards & Spatial Planning LRNAT, Batna, Algeria
关键词
Land surface temperature; Landsat; 8; TIRS; MODIS; mono-window algorithm; thermal infrared; MONO-WINDOW ALGORITHM; RETRIEVAL;
D O I
10.1080/10106049.2016.1156167
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, we presented a mono-window (MW) algorithm for land surface temperature retrieval from Landsat 8 TIRS. MW needs spectral radiance and emissivity of thermal infrared bands as input for deriving LST. The spectral radiance was estimated using band 10, and the surface emissivity value was derived with the help of NDVI and vegetation proportion parameters for which OLI bands 5 and 4 were used. The results in comparison with MODIS (MOD11A1) products indicated that the proposed algorithm is capable of retrieving accurate LST values, with a correlation coefficient of 0.850. The industrial area, public facilities and military area show higher surface temperature (more than 37 degrees C) in comparison with adjoining areas, while the green spaces in urban areas (34 degrees C) and forests (29 degrees C) were the cooler part of the city. These successful results obtained in the study could be used as an efficient method for the environmental impact assessment.
引用
收藏
页码:503 / 513
页数:11
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