ECMWF uses its forecast models and data assimilation systems to 'reanalyse' archived observations, creating global data sets describing the recent history of the atmosphere, land surface, and oceans.
Atlas and Picture Gallery
An atlas of key atmospheric variables was produced for ERA-40 and there is picture gallery for ERA-15