Reduced Space Optimal Analysis has been applied to the global sea level pressure (SLP) record of COADS. The results of the analysis are here .
Note that you will be much better off using the new version of the analysis: verison 1 here .
The COADS data on which the analysis was based can be viewed e.g. here .
Send all inquiries to alexeyk@ldeo.columbia.edu.