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Fig. 1 Zonal  mean temperature (oC) of the final ERA5 HRES product (contours) and zonal  mean temperature difference (oC) for the final ERA5 HRES product minus the warm up (colours), for October to December 2009. The vertical coordinate is pressure of the model levels.Fig. 2 Zonal  mean temperature (oC) of the final ERA-Interim product (contours) and zonal  mean temperature difference (oC) for the final ERA-Interim product minus the warm up (colours), for October to December 2009. The vertical coordinate is pressure of the model levels.Fig. 3 Zonal  mean temperature (oC) of the ERA5 EDA control (contours) and zonal  mean ERA5 EDA ensemble spread of temperature (oC) (colours), for September to November 2009. The vertical coordinate is pressure of the model levels.

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Fig. 4 Zonal  mean eastward wind (ms-1) of the final ERA5 HRES product (contours) and zonal  mean eastward wind difference (ms-1) for the final ERA5 HRES product minus the warm up (colours), for October to December 2009. The vertical coordinate is pressure of the model levels.Fig. 5 Zonal  mean eastward wind (ms-1) of the final ERA-Interim product (contours) and zonal  mean eastward wind difference (ms-1) for the final ERA-Interim product minus the warm up (colours), for October to December 2009. The vertical coordinate is pressure of the model levels.Fig. 6 Zonal  mean eastward wind (ms-1) of the ERA5 EDA control (contours) and zonal  mean ERA5 EDA ensemble spread of eastward wind (ms-1) (colours), for September to November 2009. The vertical coordinate is pressure of the model levels.

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Fig. 7 Zonal  mean specific humidity (log kg kg-1) of the final ERA5 HRES product (contours) and zonal  mean specific humidity difference (%) for the final ERA5 HRES product minus the warm up (colours), for October to December 2009. The vertical coordinate is pressure of the model levels.Fig. 8 Zonal  mean ozone (log kg kg-1) of the final ERA5 HRES product (contours) and zonal  mean ozone difference (%) for the final ERA5 HRES product minus the warm up (colours), for October to December 2009. The vertical coordinate is pressure of the model levels.

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