Oscillating Adriatic temperature and salinity regimes mapped using the Self-Organizing Maps method

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• 作者：Frano Matić^a ; Žarko Kovač^a ; ^{kovac@izor.hr} ; Ivica Vilibić^a ; Hrvoje Mihanović^a ; Mira Morović^a ; Branka Grbec^a ; Nenad Leder^b ; Tomislav Džoić^a
• 关键词：Self-organizing maps ; Ocean time series ; Climate regimes ; Thermohaline oscillations ; Adriatic Sea ; Ionian Sea ; Ocean circulation
• 刊名：Continental Shelf Research
• 出版年：2017
• 出版时间：1 January 2017
• 年：2017
• 卷：132
• 期：Complete
• 页码：11-18
• 全文大小：805 K
• 卷排序：132

文摘

The long-term time series of thermohaline properties of the Adriatic Sea were studied. A neural network algorithm was applied to extract nonlinear structures in the data. Rapid transitions between high and low salinity regimes were detected. The sources and lengths of temperature and salinity regimes differ from each other.