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Data reduction using the IRAAF software

        We've all seen those brilliant photographs of Splendid Nebulae, Astoundingly bright Galaxies and those patches of stars called Clusters, all these are a result of the magnificent telescopes we've built, most people just happen to see the telescope as an eye-piece attached device with which one can gaze at the stars, while this may be true partly, a telescope's applicability can be truly manifested only when it can provide photographs (in terms of light) and information about the stars and other inter-stellar wonders, this is made possible by a device known as CCD (Charge coupled device), this being used in digital cameras and other equipment are the most efficient ideal light detectors today, the telescope receives light from the sky and this is made to incident on the CCD which produces images according to the amount of light intensity received and it's position, the images thus obtained form the raw data for any observational research and is transmitted to a computer in the form of images, the following excerpt tells how the raw data is processed.
 

Excerpt from:

The Telescope - A blue print
A dissertation

By
Amoghavarsha JS
M. P. Birla Institute of fundamental research
Bangalore - India

Data reduction systems:

        The images that are transmitted to the analysis computer are of the format .FITS (Flexible Image Transfer System), this image needs to be reduced by the application of error corrections and other parameters before it can be used for observational research, this is done using special reduction packages and one such widely used package is IRAAF (Image Reduction and Analysis Facility), this is distributed by NOAO (National Optical Astronomy Observatories) operated by the Association of Universities for Research in Astronomy Inc. under contract with the National Science Foundation.

        IRAAF is a software that works on the UNIX platform, since UNIX is vendor independent and also almost all research software from earlier times were developed on UNIX based systems at Bell labs, it became the default OS for the astronomical community.

        Advantages of IRAAF over other small software developers:

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Small astronomy departments or groups can have a full-blown data analysis package, even when they would not have the resources to write one on their own.

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More complicated algorithms can be made available. There are a lot of rather straight0forward reduction problems that most of us would not be afraid to tackle.

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The reduction process would look the same to all astronomers. This is of particular interest to national observatories and other institutions which host large number of visiting observers, as it means that those observers will already know how to reduce data using software which can be available online.

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After the observing runs, visiting observers will be able to do any remaining data reduction at their home institutions. This again pertains to a national observatory situation.

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The algorithm used in the data reduction will be standardized. This will mean that what you see, for example, a reduced spectrum in the literature, you will be able to guess what has been done to it and therefore have a better basis to judge which features are real and which are not.

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The package would set standards for file formats. Even if you go ahead write your own package, such standards help immensely in transferring data to another astronomer, the .FITS format itself being a live example to this.

Data reduction with IRAAF:

        These are some of the CCD reduction works done by IRAAF, these procedures or reductions are general, irrespective of the kind of research these reductions have to be applied before using the image for further analysis.
 
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Trimming of raw data

        It is a procedure where the pixels at the edges or the region of least concern are trimmed off, for example in spectroscopic work, only 1 pixel width along the Y-axis is required for observation, the other pixels provide extra glare that may hamper the observation and hence those parts are trimmed off.

Syntax: epar ccdproc trimsec [x:1024, y:400]
/*where x and y are number of pixels to be trimmed off on x and y axis respectively.*/
 

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Zero correction

        The CCD though kept at immensely cold conditions of the order of -200 degrees Celsius, still have some thermal excitations called dark currents, though they are of very small orders, these dark currents hamper the observation, hence correction for this has to be applied.

Syntax: epar zerocombine
/*Here we have to specify the file which consists of the values of the dark current readings taken when the CCD is not exposed to external light*/
 

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Flat correction (bias correction)

        The CCD has sometime imperfections at certain points or pixels, these have to be corrected for light source otherwise they may lead to mistakes by indicating light source, which is just an imperfection in the CCD, therefore a flat correction is applied by first exposing the CCD to a bright patch of light which illuminates all pixels of the CCD equally and then checking for imperfections on the CCD and then checking for imperfections on the CCD and then applying the required correction.

Syntax: epar flatcombine
/*Here also we have to specify the file which consists of the values of the CCD exposed with a bright white wall or a CCD with all pixels exposed equal amounts of light*/

-signing off
amogh


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