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The Atmospheric Infrared Sounder(AIRS)provides twice-daily global observations of brightness temperature,which can be used to retrieve the total column ozone with high spatial and temporal resolution.In order to apply the AIRS ozone data to numerical prediction of tropical cyclones,a 4DVAR assimilation scheme on selected model levels is adopted and implemented in the mesoscale non-hydrostatic model MM5.