Using the Sloan Digital Sky Survey to Extract Quasar Spectra and Fit Models

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Discussion Overview

The discussion revolves around the extraction of quasar spectra from the Sloan Digital Sky Survey (SDSS) dataset. Participants share experiences and seek assistance regarding specific quasars, the parameters involved in their identification, and the interpretation of spectral data.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Homework-related

Main Points Raised

  • One participant inquires about extracting quasar spectra from the SDSS dataset, mentioning they have specific quasars in mind.
  • Another participant suggests using the SDSS skyserver to find spectra by entering the positions or names of the quasars.
  • Several participants discuss the parameters associated with a specific quasar, including its right ascension, declination, and redshift.
  • There is a question about the meaning of the Lyman Alpha line shift and its relation to redshift.
  • Participants discuss the concept of K-correction and its relevance to spectra versus filter magnitudes.
  • One participant expresses confusion about why an object is classified as a star when it is known to be a quasar, leading to speculation about classification processes.
  • There is a request for clarification on the meaning of "BestFit" and "skyFlux" in the context of downloaded spectral data, with an explanation provided regarding their significance.

Areas of Agreement / Disagreement

Participants express varying levels of understanding regarding redshift and spectral analysis, with some agreeing on definitions while others seek clarification. The discussion includes both shared knowledge and unresolved questions about classification and data interpretation.

Contextual Notes

There are uncertainties regarding the classification of objects in the SDSS and the interpretation of spectral data parameters. The discussion does not resolve these uncertainties.

Who May Find This Useful

Astronomy enthusiasts, researchers interested in quasar spectra, and individuals seeking to understand the SDSS dataset may find this discussion relevant.

quasarLie
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Hello,
I was wondering if anyone here had experience using the dataset of the Sloan Digital Sky Survey, i want to exract quasar's spectra (precise quasars of which I have the reference).
Thanks
 
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If you know the positions or the names, you can just go to the SDSS skyserver. Here is an example of a quasar with a redshift of 0.84. To see the spectrum, just click on the spectrum in the lower right. If you click on "Quick Look", you can also download the spectrum as a CSV or FITS file, or explore it with the interactive spectrum tool.

http://skyserver.sdss.org/dr14/en/tools/chart/navi.aspx?ra=10.17383414&dec=0.09007143&scale=0.2This link also shows you how to search for quasars.

It's also fun just to pan around. If you turn on the "Objects with Spectra" then objects that have measured spectra will have boxes around them. The link below shows a bright broadline quasar at Z=2.5.

http://skyserver.sdss.org/dr14/en/tools/chart/navi.aspx?ra=10.14253&dec=0.23243&scale=0.2
 
Vizier is a very good source for astronomical catalogues. It should have all the SDSS releases. You can even sort the data yourself, if so desired.
 
Thank you for your answer, i m trying to find spectra for this quasar for example. Can you hgelp me with it please there is a lot of parameters I am a bit lost

nomLQAC type A.D. Decl. redshift u_SDSS b_unknown g_Gaia v_unknown g_SDSS r_SDSS i_SDSS z_SDSS J_2MASS K_2MASS

LQAC_138+060_011 QUASAR 138.2684968514 60.0162492586 3.408 26.855 0.0 20.352 0.0 21.11 20.235 19.902 19.968 0.0 0.0
 
Last edited:
quasarLie said:
Thank you for your answer, i m trying to find spectra for this quasar for example. Can you hgelp me with it please there is a lot of parameters I am a bit lost

nomLQAC type A.D. Decl. redshift u_SDSS b_unknown g_Gaia v_unknown g_SDSS r_SDSS i_SDSS z_SDSS J_2MASS K_2MASS

LQAC_138+060_011 QUASAR 138.2684968514 60.0162492586 3.408 26.855 0.0 20.352 0.0 21.11 20.235 19.902 19.968 0.0 0.0

Here it is:
http://skyserver.sdss.org/dr14/en/t...ra=138.2684968514&dec=60.0162492586&scale=0.2

You just type the A.D. number (138.26849.. I'm not sure what A.D stands for, but this is the Right Ascension in degrees) in the ra line, and the Decl number (60.162...) in the dec line and hit search and it pops up. I'm sure this is the right object, because the redshift (z=3.408) and the magnitudes (like u_SDSS = 26.855 etc.) match.

The spectrum is in the lower right. This guy is a looong ways away. Note the LyAlpha line is shifted all the way from its rest wavelength of 1215 Angstroms into the visible at about 5400 Angstroms.

Do you understand what all of the parameters in your line are?
 
phyzguy said:
Here it is:
http://skyserver.sdss.org/dr14/en/t...ra=138.2684968514&dec=60.0162492586&scale=0.2

You just type the A.D. number (138.26849.. I'm not sure what A.D stands for, but this is the Right Ascension in degrees) in the ra line, and the Decl number (60.162...) in the dec line and hit search and it pops up. I'm sure this is the right object, because the redshift (z=3.408) and the magnitudes (like u_SDSS = 26.855 etc.) match.

The spectrum is in the lower right. This guy is a looong ways away. Note the LyAlpha line is shifted all the way from its rest wavelength of 1215 Angstroms into the visible at about 5400 Angstroms.

Do you understand what all of the parameters in your line are?
Thanks a lot, I did it but i wanted to be sure :p yes I understand what the parameters are. But why the LymanAlpha line is shifted ?
 
quasarLie said:
Thanks a lot, I did it but i wanted to be sure :p yes I understand what the parameters are. But why the LymanAlpha line is shifted ?

Do you understand what redshift is?
 
Yes I know what redshift is, and to correct it I have to use K correction??
 
quasarLie said:
Yes I know what redshift is, and to correct it I have to use K correction??

If you understand redshift, what did you mean when you asked why the Lyman alpha line is shifted? What is the rest wavelength of Lyman alpha? Can you tell me where you would expect to find the Lyman Alpha line in a source with z=3.408?

K-correction is used to correct the filter magnitudes. It isn't used when dealing with spectra.
 
  • #10
OK thanks, and do you know why it is written STar in the object type while i am putting Quasar's informations??
 
  • #11
quasarLie said:
OK thanks, and do you know why it is written STar in the object type while i am putting Quasar's informations??

I don't know for certain, but I think it was originally classified as a star when it was chosen as a target, and only later re-classified as a quasar after examining the spectrum.
 
  • #12
phyzguy said:
I don't know for certain, but I think it was originally classified as a star when it was chosen as a target, and only later re-classified as a quasar after examining the spectrum.
Thanks, when i download the spectra i have 4 columns wavelength flux bestfit and skyflux. Do you know what they mean by BestFit and skyFlux please?
 
  • #13
In addition to measuring the spectrum, they fit a model to it. The model includes the type of galaxy, the redshift, and other parameters. The BestFit column is the prediction of the model. In the plots you can see the model plotted in addition to the measured spectrum (I think the BestFit is in black and the measured flux is in gray). The skyFlux is the part of the measured flux which is not from the quasar, meaning it is from the sky background. The night sky is not perfectly dark - there is always some light coming from the sky even if there is no star or galaxy there. Ideally you want the object flux to be much larger than the skyFlux. The larger the skyFlux is compared to the object flux, the more uncertain you are about how much of the measured flux is actually from the quasar.
 

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