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  • 标题:Enhancing the accuracy of automatic eddy detection and the capability of recognizing the multi-core structures from maps of sea level anomaly
  • 本地全文:下载
  • 作者:Yi, J. ; Du, Y. ; He, Z.
  • 期刊名称:Ocean Science
  • 印刷版ISSN:1812-0784
  • 电子版ISSN:1812-0792
  • 出版年度:2014
  • 卷号:10
  • 期号:1
  • 页码:39-48
  • DOI:10.5194/os-10-39-2014
  • 出版社:Copernicus Publications
  • 摘要:Automated methods are important for automatically detecting mesoscale eddies in large volumes of altimeter data. While many algorithms have been proposed in the past, this paper presents a new method, called hybrid detection (HD), to enhance the eddy detection accuracy and the capability of recognizing eddy multi-core structures from maps of sea level anomaly (SLA). The HD method has integrated the criteria of the Okubo–Weiss (OW) method and the sea surface height-based (SSH-based) method, two commonly used eddy detection algorithms. Evaluation of the detection accuracy shows that the successful detection rate of HD is ~ 96.6% and the excessive detection rate is ~ 14.2%, which outperforms the OW and those methods using SLA extrema to identify eddies. The capability of recognizing multi-core structures and its significance in tracking eddy splitting or merging events have been illustrated by comparing with the detection results of different algorithms and observations in previous literature.
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