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Estimation of Land Surface Temperature From MODIS Data for the Atmosphere With Air Temperature Inversion Profile
Tang, Bo-Hui1,2,3; Zhan, Chuan1,2; Li, Zhao-Liang1,4,5; Wu, Hua1,2; Tang, Ronglin1,2
2017-06-01
Source PublicationIEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
ISSN1939-1404
Volume10Issue:6Pages:2976-2983
Corresponding AuthorTang, Bo-Hui(tangbh@igsnrr.ac.cn)
AbstractAir temperature inversion (ATI), which usually occurs at the near surface boundary layer in the atmosphere, influences the thermal path atmospheric upwelling and downwelling radiances. Because it is difficult to determine the occurrence of temperature inversion from satellite data, the influence of ATI on the retrieval of land surface temperature (LST) was not considered in the development of LST retrieval algorithm. This paper aims to analyze and reduce the influence of ATI on LST retrieval in the generalized split-window (GSW) algorithm. The GSW coefficients are reparameterized by using the ATI profiles from the thermodynamic initial guess retrieval cloud-free database. Comparison of the root-mean-square errors calculated before and after using the reparameterized coefficients in the GSW algorithm from the numerical simulations showed that the LST retrieval accuracy could be improved by 0.71 K for viewing zenith angle equivalent to 60 degrees. Intercomparisons using the moderate resolution imaging spectroradiometer products MOD11_L2/MYD11_L2 and in situ LST measured at the Hailar field site in northeastern Inner Mongolia, China, showed that the LST retrieval accuracy could be improved by 0.4 K using the reparamerization coefficients in the GSW algorithm when the atmosphere is occurred by ATI.
KeywordAir temperature inversion (ATI) generalized split-window (GSW) algorithm land surface temperature (LST) moderate resolution imaging spectroradiometer (MODIS)
DOI10.1109/JSTARS.2016.2634629
WOS KeywordSPLIT-WINDOW ALGORITHM ; SATELLITE DATA ; AVHRR DATA ; EMISSIVITY ; RETRIEVAL ; SPACE ; VALIDATION ; SEA
Indexed BySCI
Language英语
Funding ProjectNational Key Research and Development Program of China[2016YFA0600103] ; National Natural Science Foundation of China[41571353] ; National Natural Science Foundation of China[41231170] ; LREIS[O88RA801YA]
Funding OrganizationNational Key Research and Development Program of China ; National Natural Science Foundation of China ; LREIS
WOS Research AreaEngineering ; Physical Geography ; Remote Sensing ; Imaging Science & Photographic Technology
WOS SubjectEngineering, Electrical & Electronic ; Geography, Physical ; Remote Sensing ; Imaging Science & Photographic Technology
WOS IDWOS:000406419400051
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
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Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/61443
Collection中国科学院地理科学与资源研究所
Corresponding AuthorTang, Bo-Hui
Affiliation1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
3.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Jiangsu, Peoples R China
4.Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Minist Agr, Key Lab Agri Informat, Beijing 100081, Peoples R China
5.CNRS, ICube Lab, UdS, F-67412 Illkirch Graffenstaden, France
Recommended Citation
GB/T 7714
Tang, Bo-Hui,Zhan, Chuan,Li, Zhao-Liang,et al. Estimation of Land Surface Temperature From MODIS Data for the Atmosphere With Air Temperature Inversion Profile[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,2017,10(6):2976-2983.
APA Tang, Bo-Hui,Zhan, Chuan,Li, Zhao-Liang,Wu, Hua,&Tang, Ronglin.(2017).Estimation of Land Surface Temperature From MODIS Data for the Atmosphere With Air Temperature Inversion Profile.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,10(6),2976-2983.
MLA Tang, Bo-Hui,et al."Estimation of Land Surface Temperature From MODIS Data for the Atmosphere With Air Temperature Inversion Profile".IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 10.6(2017):2976-2983.
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