标题:Satellite radar altimetric waveform simulation and retracking over coastal sea based on singular spectrum analysis
作者:Guo, Jinyun; Di, Wenqiang; Yuan, Jiajia; Niu, Yupeng; Li, Zhen
通讯作者:Guo, JY
作者机构:[Guo, Jinyun; Di, Wenqiang; Yuan, Jiajia; Niu, Yupeng; Li, Zhen] Shandong Univ Sci & Technol, Coll Geodesy & Geomat, Qingdao, Peoples R China.
会议名称:5th International Workshop on Earth Observation and Remote Sensing Applications (EORSA)
会议日期:JUN 18-20, 2018
来源:2018 FIFTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA)
出版年:2018
页码:395-399
关键词:satellite altimetry; Brown-Hayne model; singular spectrum analysis;; waveform retracking; coastal sea
摘要:Satellite radar altimetric waveforms conform to Brown model over open oceans but are unconformable in coastal regions because of non-Gaussian distribution of the reflecting surface and the effects of topography and geophysics. The radar return is irregular and contains more noises. The ocean waveforms were simulated based on the Brown-Hayne model and the coastal waveforms were simulated by adding different noise into Brown-Hayne model. The appropriate ratio of coastal waveforms and ocean waveforms was chosen to construct the waveform series over tracks from sea to land and from land to sea, respectively. The singular spectrum analysis (SSA) was used to extract principal components of the waveform series and reconstruct new series by linearly combining the selected components. Then several waveform retracking algorithms were used to retrack the original series and reconstructed series respectively. According to the comparison of retracking gates of the two-waveform series, the SSA played an important role in waveform denoising and waveform restoration. The results showed that the combination of SSA and retracking methods could effectively estimate the mid-point of leading edge, which could improve the altimetry data quality over coastal seas.
收录类别:CPCI-S
资源类型:会议论文
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