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Cross-satellite comparison of operational land surface temperature products derived from MODIS and ASTER data over bare soil surfaces
Duan, Si-Bo1; Li, Zhao-Liang1,2; Cheng, Jie3; Leng, Pei1
2017-04-01
Source PublicationISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
ISSN0924-2716
Volume126Pages:1-10
Corresponding AuthorLi, Zhao-Liang(lizhaoliang@caas.cn)
AbstractThe collection 6 (C6) MODIS land surface temperature (LST) product is publicly available for the user community. Compared to the collection 5 (C5) MODIS LST product, the C6 MODIS LST product has been refined over bare soil pixels. Assessing the accuracy of the C6 MODIS LST product will help to facilitate the use of the LST product in various applications. In this study, we present a cross-satellite comparison to evaluate the accuracy of the C6 MODIS LST product (MOD11_L2) over bare soil surfaces under various atmospheric and surface conditions using the ASTER LST product as a reference. For comparison, the C5 MODIS LST product was also used in the analysis. The absolute biases (0.2-1.5 K) of the differences between the C6 MODIS LST and ASTER LST over bare soil surfaces are approximately two times less than those (0.6-3.8 K) of the differences between the C5 MODIS LST and ASTER LST. Furthermore, the RMSEs (0.7-2.3 K) over bare soil surfaces for the C6 MODIS LST are significantly smaller than those (0.9-4.2 K) for the C5 MODIS LST. These results indicate that the accuracy of the C6 MODIS LST product is much better than that of the C5 MODIS LST product. We recommend that the user community employs the C6 MODIS LST product in their applications. (C) 2017 International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS). Published by Elsevier B.V. All rights reserved.
KeywordLand surface temperature (LST) Land surface emissivity (LSE) Cross-satellite comparison MODIS ASTER
DOI10.1016/j.isprsjprs.2017.02.003
WOS KeywordTHERMAL INFRARED DATA ; EMISSIVITY PRODUCTS ; LONGWAVE RADIATION ; GROUND MEASUREMENTS ; STANDARD PRODUCTS ; LST PRODUCTS ; ARID REGION ; VALIDATION ; RETRIEVAL ; MOISTURE
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[41501406] ; National Natural Science Foundation of China[41231170] ; National Natural Science Foundation of China[41301387]
Funding OrganizationNational Natural Science Foundation of China
WOS Research AreaPhysical Geography ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology
WOS SubjectGeography, Physical ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology
WOS IDWOS:000399628400001
PublisherELSEVIER SCIENCE BV
Citation statistics
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/64559
Collection中国科学院地理科学与资源研究所
Corresponding AuthorLi, Zhao-Liang
Affiliation1.Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Minist Agr, Key Lab Agriinformat, Beijing 100081, Peoples R China
2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
3.Beijing Normal Univ, Sch Geog, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Recommended Citation
GB/T 7714
Duan, Si-Bo,Li, Zhao-Liang,Cheng, Jie,et al. Cross-satellite comparison of operational land surface temperature products derived from MODIS and ASTER data over bare soil surfaces[J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING,2017,126:1-10.
APA Duan, Si-Bo,Li, Zhao-Liang,Cheng, Jie,&Leng, Pei.(2017).Cross-satellite comparison of operational land surface temperature products derived from MODIS and ASTER data over bare soil surfaces.ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING,126,1-10.
MLA Duan, Si-Bo,et al."Cross-satellite comparison of operational land surface temperature products derived from MODIS and ASTER data over bare soil surfaces".ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 126(2017):1-10.
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