Here we explore the annularity of "annular" motions in a hierarchy of toy stochastic systems, an idealized atmospheric model, and reanalysis. We demonstrate that an "annular mode can arise from EOF analysis due to both 1) annular motions (i.e. zonally uniform anomalies of the circulation) and 2) annular statistics (i.e. zonally uniform statistical properties of the circulation). The results suggest that the separation between the variance explained by successive EOFs provides a key measure of the physical significance of annular motions, i.e., whether they reflect zonally coherent motions or simply zonally coherent statistics of the flow. The results provide insight into the ubiquity of annular structures in both observations and models.
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