Abstract
Air pressure at sea level during winter has decreased over the Arctic and increased in the Northern Hemisphere subtropics in recent decades, a change that has been associated with 50% of the Eurasian winter warming observed over the past 30 years, with 60% of the rainfall increase in Scotland and with 60% of the rainfall decrease in Spain1. This trend is inconsistent with the simulated response to greenhouse-gas and sulphate-aerosol changes2,3, but it has been proposed that other climate influences — such as ozone depletion — could account for the discrepancy3. Here I compare observed Northern Hemisphere sea-level pressure trends with those simulated in response to all the major human and natural climate influences in nine state-of-the-art coupled climate models over the past 50 years. I find that these models all underestimate the circulation trend. This inconsistency suggests that we cannot yet simulate changes in this important property of the climate system or accurately predict regional climate changes.
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I derived a zonal index by subtracting the December–February mean sea-level pressure northwards of 45° N from the mean sea-level pressure between the Equator and 45° N using two data sets: the NCEP reanalysis4 and a newly completed data set of gridded observations known as HadSLP2r (R. J. Allan and T. J. Ansell, manuscript submitted). The trend in this zonal index over the period 1955–2005 is shown in Fig. 1 for both data sets. I compared the observed trend with output from nine coupled climate models from the Intergovernmental Panel on Climate Change data archive (UKMO-HadCM3, CCSM3, PCM, GFDL-CM2.0, GFDL-CM2.1, MIROC3.2(medres), MIROC3.2(hires), GISS-EH and GISS-ER).
To assess whether the observed trend could result from internal climate variability, I calculated equivalent zonal index trends in 3,903 overlapping 50-year segments of the models' control integrations (Fig. 1, black histogram). The NCEP zonal index trend exceeds all 50-year zonal index trends from the control simulations, and the HadSLP2r zonal index trend exceeds all but one, indicating that the observed trend is inconsistent with simulated internal variability at the 5% significance level.
I assessed the possible role of external forcing by calculating zonal indices for the period 1955–2005 in historical simulations from the same climate models, which include greenhouse-gas, sulphate-aerosol, stratospheric-ozone, volcanic-aerosol and solar-irradiance changes. The resulting zonal index trends in each of the 40 ensemble members are shown by the red histogram in Fig. 1. Although the mean trend in these simulations is significantly positive (0.40 hectopascal per 50 yr), all the simulated trends are less than the observed trend, indicating that the simulated and observed trends are inconsistent at the 5% level, in contrast to previous findings based on the North Atlantic Oscillation index5.
Overall, I find that the observed Northern Hemisphere circulation trend is inconsistent both with simulated internal variability and with the simulated response to human and natural climate influences, although the mean simulated zonal index trend is consistent in sign with that observed. This is therefore an important aspect of large-scale climate change that these state-of-the-art climate models are unable to simulate; if we could understand and correct this bias, predictions of future regional climate change would be improved.
References
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Selten, F. M., Branstator, G. W., Dijkstra, H. A. & Kliphuis, M. Geophys. Res. Lett. 31, L21205 (2004).
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Gillett, N. Northern Hemisphere circulation. Nature 437, 496 (2005). https://doi.org/10.1038/437496a
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DOI: https://doi.org/10.1038/437496a
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