>Palomar 200-in, Triple Spectrograph
>Slit: 1×30 arc seconds
>Wavelength coverage: 1.0 – 2.4µ
>Spectral resolution: 2500 – 2700
>Sampling: ~2.7 pixels per resolution element
This is the first blog post of a series of posts detailing some tips and tricks in data reduction of medium resolution brown dwarf spectra (~2500-2700 spectral resolution, ~1.0-2.4µ, 1×30 arcsecond slit) taken from the triple spectrograph at the Palomar 200-in Telescope. The point of this series is to document some easy tips and solutions to small problems for people who are new to the data reduction process using the xSpexTool (Cushing et.al. 2004) and the xTellCor (Vacca et. al. 2003) packages. I’m currently in the process of writing a paper which will serve as a general introduction (targeted for complete beginners) to data reduction. That is soon to come. So let’s start this very brief post about the shifting step of the xtellcor package.
So, you’re at the last step in the xtellcor package:
This step is relatively important for medium resolution data. The whole point is for us to output spectra with enough details to distinguish well K, Na, etc. features, but bad shifting can really put a dent on clarity. Let’s use an example. Here we chose object 2m1658+70, with standard SAO 29723. Here is bad shifting (keep in mind, we are not trying hard to get bad data. We just chose a possible area which beginners might also choose):
The shift is 1.02. That should automatically start ringing some bells, because although a larger than normal shifting doesn’t necessarily mean it’s bad, it probably means it’s not optimal. Zoom in, and let us compare this shifting with a better one:
The shifting here is -0.41, less than half of the bad one. If you compare the bottom portion of both, you can see that the second one is much less “noisier” on the sides, and generally has clearer, more defined lines. After doing dozens and dozens of objects, it seems that the most optimal areas to select (using “s”) are:
>Order 3 — xMin: 1.965, xMax: 2.075 (roughly -0.40+0.1 shift)
>Order 4 — xMin: 1.455, xMax: 1.535 (roughly -0.30+0.1 shift)
>Order 5 — xMin: 1.180, xMax: 1.245 (roughly -0.45+0.1 shift)
>Order 6 — xMin: 1.100, xMax: 1.165 (roughly -0.20+0.1 shift)
That’s it! Enjoy the data reduction.