IRAF
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IRAF stands for the Image Reduction and Analysis Facility. It is a huge collection of software written by programmers at the National Optical Astronomy Observatory (NOAO). It is geared towards the reduction of astronomical data in CCD image form, that is, data taken from optical observations.
It is not ported to Windows.
External link
IRAF Project Homepage (http://iraf.noao.edu)