Comparison of land surface temperatures from MSG-2/SEVIRI and Terra/MODIS

被引:17
作者
Gao, Caixia [1 ,2 ]
Jiang, Xiaoguang [1 ]
Wu, Hua [3 ]
Tang, Bohui [3 ]
Li, Ziyang [4 ]
Li, Zhao-Liang [2 ,3 ]
机构
[1] Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China
[2] UdS, LSIIT, CNRS, F-67412 Illkirch Graffenstaden, France
[3] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
[4] Chinese Acad Sci, Acad Optoelect, Beijing 100094, Peoples R China
来源
JOURNAL OF APPLIED REMOTE SENSING | 2012年 / 6卷
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
land surface temperature; spinning enhanced visible and infrared imager; MODIS; SPLIT-WINDOW ALGORITHM; THERMAL INFRARED DATA; EMISSIVITY; CHANNEL; VALIDATION; RETRIEVAL;
D O I
10.1117/1.JRS.6.063606
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We evaluate the land surface temperature (LST) generated from the spinning enhanced visible and infrared imager (SEVIRI) onboard the MSG-2 satellite, which was retrieved using the split-window method where the land surface emissivity (LSE) was estimated from the day/night temperature-independent spectral indices-based method. The SEVIRI-derived LST was compared with the MODIS-derived LST extracted from the MOD11B1 V5 product during 7 clear-sky days. The results show that (1) discrepancies exist between the two LST products, with a maximum average difference of 4.9 K; (2) these differences are considered to be time-dependent, since higher discrepancies are observed during the daytime; (3) these differences are land-cover dependent, e.g., bare areas generally present larger differences than vegetated areas; and (4) these differences are inversely proportional to view zenith angle differences. Finally, the main sources of LST differences are investigated and identified in terms of LSE, instrumental noise equivalent temperature difference (NE Delta T), and misregistration of the two LST products. The LST differences arising from NE Delta T and misregistration are within 0.4 K. Therefore, these discrepancies may mainly result from errors in LSE, which are caused primarily by the atmospheric correction error for the SEVIRI-derived LST. (c) 2012 Society of Photo-Optical Instrumentation Engineers (SPIE). [DOI: 10.1117/1.JRS.6.063606]
引用
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页数:16
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