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The NCEP Climate Forecast System Reanalysis - NOAA National ...

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<strong>The</strong> CFSR uses the <strong>NCEP</strong> operational observation quality control procedures which aresummarized in Table 1. For more specific information on <strong>NCEP</strong> QC procedures see also:http://www.emc.ncep.noaa.gov/mmb/data_processing/prepbufr.doc/document.htm .Performance charts including QC summaries for many all observing systems used in theCFSR can be found on the CFSR website http://cfs.ncep.noaa.gov/cfsreanl .3. <strong>The</strong> Atmosphere3.1 <strong>The</strong> Atmospheric Data AssimilationR1 and R2 were run with modified versions of the mid-1995 operational GDAS system,based on a sigma coordinate spectral prediction model and the 3D VAR SSI (Parrish andDerber, 1992; Derber, Parrish and Lord, 1991). <strong>The</strong>se systems assimilated a fixed set ofconventional observations along with TOVS/ATOVS temperature retrievals (Smith, et. al,1979). Both projects continue as CDAS.3.1.1 Evolution of the <strong>NCEP</strong> GDASIn anticipation or the eventual replacement of TOVS by the ATOVS instruments in 1998,retrieval assimilation was replaced with the direct assimilation of cloud cleared radiancesin the SSI (Derber and Wu, 1998, McNally, et. al. 2000). Sources of radiance data otherthan ATOVS, such as GOES sounder, AIRS, and AMSR-e, were added to the SSIassimilation as they became available. <strong>The</strong> operational GDAS underwent another majorupgrade in May 2007 involving both the method of data assimilation and the verticalcoordinate of global prediction model. <strong>The</strong> sigma coordinate system (Phillips, 1957) ofthe global spectral model, in use since the early 1980’s, was replaced with a hybridsigma-pressure system (Juang, 2005). <strong>The</strong> SSI was replaced by the GSI (Kleist, et. al,2009), which permits a more general treatments of the background errors such as flowdependence and anisotropic structure functions (Purser et al. 2003a, Purser et al. 2003b).<strong>The</strong> 2007 operational GSI would form the basis for the CFSR.3.1.2 Use of the SSU in CFSR<strong>The</strong> SSU instruments, onboard the majority of TOVS satellites, provide unique 29-yearobservations for studying stratospheric temperatures. <strong>The</strong> SSU is a step-scanned infrared- 17 -

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