All of these species are compared with fields from a simulation produced by the Global Modeling Initiative Chemistry and Transport Model (GMI CTM) using Modern-Era Retrospective Analysis For Research And Applications (MERRA) meteorological fields. The composite 20+ year data records are also compared with simulations from the Goddard Earth Observing System Chemistry Climate Model.
Good comparisons between simulations, satellite, and ground-based observations support interpretation of winter composition variability using a simulated mean age to diagnose variability in the circulation. The observed constituent variability in the winter lower middle latitudes is well simulated by GMI CTM and larger than obtained with GEOSCCM. In the northern hemisphere, variability is such that changes in mean age for the whole period are not statistically significant, although there are periods of five to ten years which yield statistically significant changes in composition and in mean age. In contrast, the winter middle latitude lower stratospheric trends obtained from GEOSCCM simulations are more generally consistent with an increased circulation, even using comparable length data records.
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