Comparison of Cluster Analysis Methods for Identifying Weather Regimes in the Euro-Atlantic Region for Winter and Summer Seasons

被引:0
作者
B. A. Babanov
V. A. Semenov
I. I. Mokhov
机构
[1] Obukhov Institute of Atmospheric Physics,
[2] Russian Academy of Sciences,undefined
[3] Institute of Geography,undefined
[4] Russian Academy of Sciences,undefined
[5] Moscow State University,undefined
来源
Izvestiya, Atmospheric and Oceanic Physics | 2023年 / 59卷
关键词
cluster analysis; k-means; weather regimes; atmospheric circulation; Euro-Atlantic region; North Atlantic oscillation;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:605 / 623
页数:18
相关论文
共 121 条
[1]  
Babanov B.A.(2023)Occurrence of winter atmospheric circulation regimes in Euro–Atlantic region and associated extreme weather anomalies in the Northern Hemisphere Atmos. Oceanic Opt. 36 522-531
[2]  
Semenov V.A.(2015)Cluster analysis of Northern Hemisphere wintertime 500-hPa flow regimes during 1920–2014 J. Atmos. Sci. 72 3597-3608
[3]  
Akperov M.G.(1987)Classification, seasonality and persistence of low-frequency atmospheric circulation patterns Mon. Weather Rev. 115 1083-1126
[4]  
Mokhov I.I.(1998)A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models Int. Comput. Sci. Inst. 4 126-527
[5]  
Keenlyside N.S.(2008)Intraseasonal interaction between the Madden–Julian oscillation and the North Atlantic Oscillation Nature 455 523-1151
[6]  
Bao M.(2018)The influence of the stratospheric state on North Atlantic weather regimes Q. J. R. Meteorol. Soc. 144 1140-2696
[7]  
Wallace J.M.(1993)Cluster analysis of the Northern Hemisphere wintertime 500-hPa height field: Spatial patterns J. Atmos. Sci. 50 2674-2250
[8]  
Barnston A.G.(2007)Atmospheric circulation regimes: Can cluster analysis provide the number? J. Clim. 20 2229-802
[9]  
Livezey R.E.(1999)Signature of recent climate change in frequencies of natural atmospheric circulation regimes Nature 398 799-5048
[10]  
Bilmes J.A.(2020)Euro–Atlantic weather regimes in the primavera coupled climate simulations: Impact of resolution and mean state biases on model performance Clim. Dyn. 54 5031-2814