A New Method of De-Aliasing Large-Scale High-Frequency Barotropic Signals in the Mediterranean Sea

doi:10.3390/rs12132157

CORC > 海洋研究所 > 中国科学院海洋研究所

	A New Method of De-Aliasing Large-Scale High-Frequency Barotropic Signals in the Mediterranean Sea
	Hu DH(胡登辉); Xu YS(徐永生)
刊名	Remote Sensing
	2020
卷号	12 期号:13 页码:2157
关键词	tide gauge EOF analysis de-aliasing altimeter
DOI	10.3390/rs12132157
英文摘要	With the development of satellite observation technology, higher resolution and shorter return cycle have also placed higher demands on satellite data processing. The non-tide high-frequency barotropic oscillation in the marginal sea produces large aliasing errors in satellite altimeter observations. In previous studies, the satellite altimeter aliasing correction generally relied on a few bottom pressure data or the model data. Here, we employed the high-frequency tide gauge data to extract the altimeter non-tide aliasing correction in the west Mediterranean Sea. The spatial average method and EOF analysis method were adopted to track the high-frequency oscillation signals from 15 tide gauge records (TGs), and then were used to correct the aliasing errors in the Jason-1 and Envisat observations. The results showed that the EOF analysis method is better than the spatial average method in the altimeter data correction. After EOF correction, 90% of correlation (COR) between TG and sea level of Jason-1 has increased ~5%, and ~3% increase for the Envisat sea level; for the spatial average correction method, only ~70% of Jason-1 and Envisat data at the TGs location has about 2% increase in correlation. The EOF correction reduced the average percentage of error variance (PEL) by ~30%, while the spatial average correction increased the average percentage of PEL by ~20%. After correction by the EOF method, the altimeter observations are more consistent with the distribution of strong currents and eddies in the west Mediterranean Sea. The results prove that the proposed EOF method is more effective and accurate for the non-tide aliasing correction.
语种	英语
内容类型	期刊论文
版本	出版稿
源URL	[http://ir.qdio.ac.cn/handle/337002/169762]
专题	中国科学院海洋研究所海洋研究所_海洋环流与波动重点实验室
通讯作者	Xu YS(徐永生)
作者单位	中国科学院海洋研究所
推荐引用方式 GB/T 7714	Hu DH,Xu YS. A New Method of De-Aliasing Large-Scale High-Frequency Barotropic Signals in the Mediterranean Sea[J]. Remote Sensing,2020,12(13):2157.
APA	Hu DH,&Xu YS.(2020).A New Method of De-Aliasing Large-Scale High-Frequency Barotropic Signals in the Mediterranean Sea.Remote Sensing,12(13),2157.
MLA	Hu DH,et al."A New Method of De-Aliasing Large-Scale High-Frequency Barotropic Signals in the Mediterranean Sea".Remote Sensing 12.13(2020):2157.