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• W2085930443 abstract "In order to improve the understanding and an appropriate application of classification approaches in climate research, several steps of considerations are reproduced in this paper. At first some fundamental lines of advance in the development of classifications will be outlined, especially referring to the increasing application of multivariate statistical techniques and the inclusion of dynamical aspects related to the atmospheric circulation. Subsequently, the growing field of applications of such classifications will be addressed, focusing on atmospheric circulation dynamics and circulation–climate relationships. Finally, classifications in general will be compared with dynamical mode analyses, the other fundamental approach for studying atmospheric circulation dynamics. Main conclusions may be summarized as follows: Strict assignments of individual objects to disjunctive groups (as done by classifications) may represent a serious simplification of complex reality, but are necessary or at least favourable if direct relations of the atmospheric circulation to individual events (e.g. meteorological extremes) are required or if internal characteristics of atmospheric circulation patterns have to be determined by means of particular parameters (e.g. relative vorticity or flow intensity). On the other hand, without such requirements mode analyses may be more appropriate for analysing complex data sets since generic circulation patterns (instead of simple composite patterns) can be derived allowing to represent original pressure fields as superimpositions of such generic patterns with varying weights." @default.
• W2085930443 created "2016-06-24" @default.
• W2085930443 creator A5037834400 @default.
• W2085930443 date "2010-01-01" @default.
• W2085930443 modified "2023-10-18" @default.
• W2085930443 title "Classifications in climate research" @default.
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• W2085930443 doi "https://doi.org/10.1016/j.pce.2009.11.010" @default.
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