Abstract. Recent observations show a significant decrease in lower-stratospheric (LS)
ozone concentrations in tropical and mid-latitude regions since 1998. By
analysing 31 chemistry climate model (CCM) simulations performed for the
Chemistry Climate Model Initiative (CCMI; Morgenstern et al., 2017), we find
a large spread in the 1998–2018 trend patterns between different CCMs and
between different realizations performed with the same CCM. The latter in
particular indicates that natural variability strongly influences LS ozone
trends. However none of the model simulations reproduce the observed ozone
trend structure of coherent negative trends in the LS. In contrast to the
observations, most models show an LS trend pattern with negative trends in the
tropics (20∘ S–20∘ N) and positive trends in the northern
mid-latitudes (30–50∘ N) or vice versa. To investigate the influence
of natural variability on recent LS ozone trends, we analyse the
sensitivity of observational trends and the models' trend probability
distributions for varying periods with start dates from 1995 to 2001 and
end dates from 2013 to 2019. Generally, modelled and observed LS trends
remain robust for these different periods; however observational data show a
change towards weaker mid-latitude trends for certain periods, likely forced
by natural variability. Moreover we show that in the tropics the observed
trends agree well with the models' trend distribution, whereas in the
mid-latitudes the observational trend is typically an extreme value of the
models' distribution. We further investigate the LS ozone trends for extended
periods reaching into the future and find that all models develop a positive
ozone trend at mid-latitudes, and the trends converge to constant values by the
period that spans 1998–2060. Inter-model correlations between ozone trends and transport-circulation trends confirm the dominant role of
greenhouse gas (GHG)-driven tropical upwelling enhancement on the tropical LS
ozone decrease. Mid-latitude ozone, on the other hand, appears to be
influenced by multiple competing factors: an enhancement in the shallow branch
decreases ozone, while an enhancement in the deep branch increases ozone, and,
furthermore, mixing plays a role here too. Sensitivity simulations with fixed
forcing of GHGs or ozone-depleting substances (ODSs) reveal that the
GHG-driven increase in circulation strength does not lead to a net trend in LS
mid-latitude column ozone. Rather, the positive ozone trends simulated
consistently in the models in this region emerge from the decline in ODSs,
i.e. the ozone recovery. Therefore, we hypothesize that next to the influence
of natural variability, the disagreement of modelled and observed LS
mid-latitude ozone trends could indicate a mismatch in the relative role of
the response of ozone to ODS versus GHG forcing in the models.