Package to compute integrated line fluxes and equivalent widths from galaxy spectra
Project description
# PySpecLines
Some useful scripts to compute integrated line fluxes and equivalent widths from galaxy spectra using 3 different methods:
numerical (trapezoidal) integration
Gaussian fit using a “standard” Levenberg-Marquardt algorithm
Gaussian fit using an MCMC algorithm
## Installing the package
To install PySpecLines you can use pip, which will take catre of installing the required dependencies as well ` pip install pyspeclines `
To upgrade to the latest available version you can run ` pip install pyspeclines --upgrade `
## Examples
You can see the different available options running ` pyspeclines --help `
The script requires one or more input FITS files containing the calibrated spectra and the following columns: - wl, wavelength array in ang - flux, flux array in erg s^-1 cm^-2 ang^-1 - err, error array in erg s^-1 cm^-2 ang^-1
If the spectrum is provided in the observed frame, then you must provide a REDSHIFT keyword in the FITS header containing the object redshift.
Compute the fluxes and EWs using numerical integration ` pyspeclines --file my_spectrum.fits --json-file emission_lines_EWs_config.json `
Compute the fluxes and EWs using Gaussian fit (Levenberg-Marquardt) ` pyspeclines --file my_spectrum.fits --json-file emission_lines_EWs_config.json --gaussian-fit `
Compute the fluxes and EWs using Gaussian fit (MCMC) ` pyspeclines --file my_spectrum.fits --json-file emission_lines_EWs_config.json --gaussian-fit --use-PyMC --MCMC-samples 5000 `
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