NSSC OpenIR  > 微波遥感部
Reconstruction of sea-surface temperature using AMSR data
Gao, Guoxing; Chen, Biao; Zhu, Chuangang; Wang, Zhenzhan; Lu, Hao; Gao, G. (gaoguoxing@sohu.com)
Department微波遥感部
Source Publication2011 International Conference on Remote Sensing, Environment and Transportation Engineering, RSETE 2011 - Proceedings
2011
Pages5206-5209
Language中文
ISBN9781424491711
AbstractThis paper presents a model of the Data Interpolating Empirical Orthogonal Functions technique (DINEOF) which allow to reconstruct the sea-surface temperature using AMSR-E data. Simulating results of the model by Monte-Carlo, we analyze the error of reconstruct result, and then choose the reasonable EOF modes and the number of iteration. Considering the correlation of the spatial position of sea-surface temperature (SST), we complete the reconstruction of SST for the region of West-North Pacific Ocean using different modes and different iterative counts, and an example is given correspondingly. This reconstructing method is useful for the fusion of the multi-instrument or multitime-state data, and which is important for the research and application of the oceanography. © 2011 IEEE.; This paper presents a model of the Data Interpolating Empirical Orthogonal Functions technique (DINEOF) which allow to reconstruct the sea-surface temperature using AMSR-E data. Simulating results of the model by Monte-Carlo, we analyze the error of reconstruct result, and then choose the reasonable EOF modes and the number of iteration. Considering the correlation of the spatial position of sea-surface temperature (SST), we complete the reconstruction of SST for the region of West-North Pacific Ocean using different modes and different iterative counts, and an example is given correspondingly. This reconstructing method is useful for the fusion of the multi-instrument or multitime-state data, and which is important for the research and application of the oceanography. © 2011 IEEE.
Conference Name2011 International Conference on Remote Sensing, Environment and Transportation Engineering, RSETE 2011
Conference DateJune 24, 2011 - June 26, 2011
Conference PlaceNanjing, China
Indexed ByEI
Document Type会议论文
Identifierhttp://ir.nssc.ac.cn/handle/122/3343
Collection微波遥感部
Corresponding AuthorGao, G. (gaoguoxing@sohu.com)
Recommended Citation
GB/T 7714
Gao, Guoxing,Chen, Biao,Zhu, Chuangang,et al. Reconstruction of sea-surface temperature using AMSR data[C]:IEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States,2011:5206-5209.
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