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Automatic detection of oceanic eddies in reanalyzed SST images and its application in the East China Sea 被引量:11

Automatic detection of oceanic eddies in reanalyzed SST images and its application in the East China Sea
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摘要 Oceanic eddies may cause local sea surface temperature (SST), height, and salinity anomalies in remote sensing (RS) images. Remote sensed SST imagery has proven to be an effective technique in oceanic eddy detection, because of its high temporal and spatial resolution. Various techniques have been used to identify eddies from SST images. However, mainly owing to the strong morphological variation of oceanic eddies, there is arguably no uniquely correct eddy detection method. A scheme of algorithm based on quasi-contour tracing and clustering of eddy detection from SST dataset is presented. The method does not impose fixed restrictions or limitations during the course of "suspected" eddy detection, and any eddy-like structures can be detected as "suspected" eddies. Then, "true" eddies can be identified based on the combination of intensity and spatial/temporal scale criteria. This approach has been applied to detect eddies in the East China Sea by using Operational SST & Sea Ice Analysis (OSTIA) dataset. Experiments proved that oceanic eddies ranging in diameter from tens to hundreds of kilometers can be detected. Through investigation of the 2007-2011 OSTIA daily SST dataset from the Kuroshio region in the East China Sea, we found that the most active regions for oceanic eddies are those along the Kuroshio path, northeast of Taiwan Island, the Yangtze Estuary and the Ryukyu Islands. About 86% of the cyclonic eddies and 87% of the anticyclonic eddies have the size of 50-100 km in diameter. Only 25% of the anticyclonic eddy and 26% of the cyclonic eddy have the strength more than 0.4℃ in the sea surface layer. Oceanic eddies may cause local sea surface temperature(SST), height, and salinity anomalies in remote sensing(RS) images. Remote sensed SST imagery has proven to be an effective technique in oceanic eddy detection, because of its high temporal and spatial resolution. Various techniques have been used to identify eddies from SST images. However, mainly owing to the strong morphological variation of oceanic eddies, there is arguably no uniquely correct eddy detection method. A scheme of algorithm based on quasi-contour tracing and clustering of eddy detection from SST dataset is presented. The method does not impose fixed restrictions or limitations during the course of "suspected" eddy detection, and any eddy-like structures can be detected as "suspected" eddies. Then, "true" eddies can be identified based on the combination of intensity and spatial/temporal scale criteria. This approach has been applied to detect eddies in the East China Sea by using Operational SST & Sea Ice Analysis(OSTIA) dataset. Experiments proved that oceanic eddies ranging in diameter from tens to hundreds of kilometers can be detected. Through investigation of the 2007–2011 OSTIA daily SST dataset from the Kuroshio region in the East China Sea, we found that the most active regions for oceanic eddies are those along the Kuroshio path, northeast of Taiwan Island, the Yangtze Estuary and the Ryukyu Islands. About 86% of the cyclonic eddies and 87% of the anticyclonic eddies have the size of 50–100 km in diameter. Only 25% of the anticyclonic eddy and 26% of the cyclonic eddy have the strength more than 0.4°C in the sea surface layer.
出处 《Science China Earth Sciences》 SCIE EI CAS CSCD 2015年第12期2249-2259,共11页 中国科学(地球科学英文版)
关键词 oceanic eddy detection sea surface temperature (SST) quasi-contour tracing quasi-contour clustering 海洋涡旋 遥感图像 自动检测 东中国海 SST 应用 涡流检测 东海黑潮区
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  • 1郭炳火,万邦君,汤毓祥.东海海洋锋的波动及演变特征[J].黄渤海海洋,1995,13(2):1-10. 被引量:16
  • 2兰健,于非,鲍颖.南海南部海域的多涡结构[J].海洋科学进展,2005,23(4):408-413. 被引量:4
  • 3管秉贤,袁耀初.中国近海及其附近海域若干涡旋研究综述 Ⅰ.南海和台湾以东海域[J].海洋学报,2006,28(3):1-16. 被引量:38
  • 4管秉贤.我国台湾及其附近海底地形对黑潮途径的影响[J].海洋科学集刊,1978,14:1-21.
  • 5郭炳火 林葵 等.夏季东海南部海水流动的若干问题[J].海洋学报,1985,7(2):143-153.
  • 6夏综万 王钟君 等.关于台湾东北海域的一个冷涡.黑潮调查研究论文集[M].北京:海洋出版社,1987.228-237.
  • 7Smith K B.Convergence,stability,and variability of shallow water aconstic predictions using a split-step Fourier parabolic equation model[R].Naval Postgraduate School,2004.
  • 8Ralph N Racer.Calculation of sound propagation through an[J].J.Acoust.Soc.Am,1980,67(4),1180-1185.
  • 9Lawrenc M W.Modeling of acoustic propagation across warm-core eddies[J].J.Acoust.Soc.Am,1983,73(2):474-485.
  • 10Mellberg L E,A R Robinson,and G Botseas.Modeled time variability of aconstic propagation through a Culf Stream mender and eddies[J].J.Acoust.Soc.Am,1990,87(3):1044-1054.

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