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How to generate and analyze Spectral Energy Distributions

The analysis tools described in this suite of recipes are still in a development phase. As such, they are not intended to fully cover the whole possible astronomical needs. Some of their functionalities may be still at a prototype level, and not fully validated.

Table of contents

  1. Thread content
  2. How to generate a Spectral Energy Distribution
  3. Displaying your own spectrum together with archival spectra
  4. Plot manipulation
  5. Fitting
  6. Theoretical models
  7. Access to line databases

Thread content

This recipe shows how to generate and display a Spectral Energy Distribution with VOSpec, combining spectra from various observatories in different energy bands, as well as user-produced spectra uploaded from the local disk. It also illustrates the usage of simple fitting tools in VOSpec, as well as the access to theoretical models and absorption/emission line databases, which have been incorporated in Virtual Observatory servers around the world.

A video showing a typical VOSpec session is available here.

How to generate a Spectral Energy Distribution

  1. Go to the VOSpec start page. The following applet appears


  2. Write the source name (NGC3516 in the example below) in the Target, or the source coordinates in the Ra/Dec widget, and click Go. a Server Selector panel appears.
  3. Click on the SSA servers handle (SSA stands for "Simple Spectral Access"): a list of the available spectral data databases appears. each item of this list can be expanded into a list of the observatory servers, whence spectra can be downloaded
  4. Select the mission(s) you are interested in (in the example below: ISO, IUE, HST and SDSS), and click Select:


    The selected servers are searched for available spectra of the chosen source. If no spectrum is available for a given server, a red warning appears at the bottom of the main VOSpec display panel: No results for Sloan Digital Sky Survey Simple Spectral Access.

  5. In the bottom sub-panel of the main VOSpec window, select the spectra you want to display by following the same procedure as in the Server Selector (Step 4. above), and click Display. The selected spectra are retrieved from their server, and displayed as follows:


Displaying your own spectrum together with archival spectra

VOSpec allows you to display your own spectra alongside spectra extracted from databases. In order to do that, follow these steps:
  1. click on
  2. select the spectrum you wish to upload with the file browser window. A Spectrum Display Data panel appears


    VOSpec tries and interpret the units of the spectrum (in this case Hz on the frequency axis and Jansky on the flux density axis). If this interpretation step fails (either because no units are explicitly indicated, or because unknown units are being used), the corresponding widgets can be edited. In this case the user must specify the correct dimensional equation for the units being used in the Dimeq. A set of pre-defined units is available from the Predefined units menu

  3. click on Accept. The spectrum (in the example below an XMM-Newton EPIC fluxed spectrum of 3C273) will be displayed as in the following figure [note that the quantity being actually displayed is energy (in keV), although the X-axis label says Wavelength]:


Plot manipulation

A few functions are available in VOSpec to modify the output format:
  • Change of the units on the X- and Y-axis, by clicking on the Wave Unit and Flux Unit menus
  • Swap from linear to logarithmic coordinates by clicking on the checkbox besides the unit selection menus
  • Define a redshift in the RedShift widget. After clicking go, the energy (wavelength) axis is redshifted by an amount 1+z, where z is the value written in the widget. Note: No K-correction is applied!
  • Change the plot style of each datasets, by modifying the menu items in the Graphic Mode sub-panel

Fitting

A few basic fitting functions (Gaussian, blackbody, polynomial) are available in VOSpec. We show hereafter an example of a simple Gaussian line fit
  1. Select a wavelength/energy range in the main VOSpec display panel which optimally encompasses the Gaussian line, by clicking with the mouse left button, and dragging the mouse over it
  2. once you are happy with the X-axis selection, click on . The following panel appears:


  3. click on Generate.This start the calculation of the best-fit model. Upon completion two things happen:
    • the best fitting parameters appear, together with a "quality-of-the-fit" estimator


    • the best fit profile is superposed to the observed spectrum


Theoretical models

VOSpec allows you to access theoretical models available through registry queries to VO servers in the world for comparison with the observed spectra. The list of available theoretical model servers can be accessed from the Server Selector panel, by clicking on the Theoretical Spectral Service handle


The selection of the server/model is done following the same steps as for the observational data. This prompts a input parameter selection interface, which depends on the model being selected. Once uploaded into VOSpec, the theoretical model datasets can be displayed using exactly the same functionalities as the observational datasets. The button allows you to "anchor" a theoretical model to the value of the observed Spectral Energy Distribution at a given wavelength/energy

Access to Line Databases

An on-line line identification facilities is built in VOSpec. It allows you to display the closest emission/absorption line to a given wavelength/energy from databases accessible through VO registry queries. Let's assume that you have displayed the line-rich ISO spectra of NGC7072. To know which transitions are associated with the lines you observe, you have to:
  1. click on
  2. select a region around you line of interest by dragging the mouse while pushing its left button


  3. in the Line Data Model panel the lines are listed which belong to the ISO line catalogue and whose transition energies lay in the interactively defined energy interval.

last updated: 19-Aug-2008 co-funded project