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Robustness of serial clustering of extratropical cyclones to the choice of tracking method

机译:温带气旋系列聚类对跟踪方法选择的鲁棒性

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Cyclone clusters are a frequent synoptic feature in the Euro-Atlantic area. Recent studies have shown that serial clustering of cyclones generally occurs on both flanks and downstream regions of the North Atlantic storm track, while cyclones tend to occur more regulary on the western side of the North Atlantic basin near Newfoundland. This study explores the sensitivity of serial clustering to the choice of cyclone tracking method using cyclone track data from 15 methods derived from ERA-Interim data (1979–2010). Clustering is estimated by the dispersion (ratio of variance to mean) of winter [December – February (DJF)] cyclone passages near each grid point over the Euro-Atlantic area. The mean number of cyclone counts and their variance are compared between methods, revealing considerable differences, particularly for the latter. Results show that all different tracking methods qualitatively capture similar large-scale spatial patterns of underdispersion and overdispersion over the study region. The quantitative differences can primarily be attributed to the differences in the variance of cyclone counts between the methods. Nevertheless, overdispersion is statistically significant for almost all methods over parts of the eastern North Atlantic and Western Europe, and is therefore considered as a robust feature. The influence of the North Atlantic Oscillation (NAO) on cyclone clustering displays a similar pattern for all tracking methods, with one maximum near Iceland and another between the Azores and Iberia. The differences in variance between methods are not related with different sensitivities to the NAO, which can account to over 50% of the clustering in some regions. We conclude that the general features of underdispersion and overdispersion of extratropical cyclones over the North Atlantic and Western Europe are robust to the choice of tracking method. The same is true for the influence of the NAO on cyclone dispersion.
机译:旋风气团是欧洲大西洋地区的常见天气特征。最近的研究表明,气旋的连续聚集通常发生在北大西洋风暴轨迹的两侧和下游区域,而气旋则倾向于在纽芬兰附近的北大西洋盆地的西侧更规则地发生。这项研究探讨了使用ERA-Interim数据(1979-2010年)得出的15种方法所使用的旋风径迹数据,串行聚类对于选择旋风径迹跟踪方法的敏感性。聚类是通过欧洲大西洋地区每个网格点附近的冬季[12月-2月(DJF)]气旋通道的分散度(方差与平均值的比率)来估算的。比较了两种方法之间旋风计数的平均值及其方差,发现存在很大差异,尤其是后者。结果表明,所有不同的跟踪方法定性地捕获了研究区域内相似的大规模空间分布不足和过度分散模式。数量上的差异主要归因于两种方法之间旋风计数的差异。然而,在北大西洋东部和西欧的部分地区,几乎所有方法的过度分散都具有统计学意义,因此被认为是一个强大的功能。北大西洋涛动(NAO)对旋风成簇的影响在所有跟踪方法中都显示出相似的模式,其中一个最大值靠近冰岛,另一个最大值位于亚速尔群岛和伊比利亚之间。方法之间方差的差异与对NAO的敏感性不同无关,在某些区域中,NAO可以占聚类的50%以上。我们得出结论,北大西洋和西欧地区温带气旋的欠弥散和过度弥散的一般特征对于选择跟踪方法是有力的。 NAO对旋风分离器的影响也是如此。

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