Probabilistic clustering of extratropical cyclones using regression mixture models

A probabilistic clustering technique is developed for classification of wintertime extratropical cyclone (ETC) tracks over the North Atlantic. We use a regression mixture model to describe the longitude-time and latitude-time propagation of the ETCs. A simple tracking algorithm is applied to 6-hourl...

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Veröffentlicht in:	Climate dynamics 2007-09, Vol.29 (4), p.423-440
Hauptverfasser:	Gaffney, Scott J, Robertson, Andrew W, Smyth, Padhraic, Camargo, Suzana J, Ghil, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Cyclones Earth, ocean, space Exact sciences and technology External geophysics General circulation models Meteorology Sciences of the Universe Storms, hurricanes, tornadoes, thunderstorms Studies
Online-Zugang:	Volltext
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