Atmos. Chem. Phys. Discuss., 7, 9561-9633, 2007
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This discussion paper has been under review for the journal Atmospheric Chemistry and Physics (ACP). Please refer to the corresponding final paper in ACP.
Data assimilation of stratospheric constituents: a review
W. A. Lahoz1, Q. Errera2, R. Swinbank3, and D. Fonteyn2,*
1Data Assimilation Research Centre, University of Reading, UK
2BIRA-IASB, Brussels, Belgium
3Met Office, Exeter, UK
*now at: Belgian Federal Science Office, Belgium

Abstract. The data assimilation of stratospheric constituents is reviewed. The data assimilation method is introduced, with particular consideration to its application to stratospheric constituent measurements. Differences from meteorological data assimilation are outlined. Historically, two approaches have been used to carry out constituent assimilation. One approach has carried constituent assimilation out as part of a numerical weather prediction system; the other has carried it out in a standalone chemical model, often with a more sophisticated representation of chemical processes. Whereas the aim of the numerical weather prediction approach has been to improve weather forecasts, the aims of the chemical model approach have included providing chemical forecasts and analyses of chemical constituents. A range of constituent assimilation systems developed in these two areas is presented and strengths and weaknesses discussed. The use of stratospheric constituent data assimilation to evaluate models, observations and analyses, and to provide analyses of constituents, monitor ozone, and make ozone forecasts is discussed. Finally, the current state of affairs is assessed, future directions are discussed, and potential key drivers identified.

Citation: Lahoz, W. A., Errera, Q., Swinbank, R., and Fonteyn, D.: Data assimilation of stratospheric constituents: a review, Atmos. Chem. Phys. Discuss., 7, 9561-9633, doi:10.5194/acpd-7-9561-2007, 2007.
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