Interstellar Dust Extinction¶
dust_extinction is a python package to provide models of interstellar dust
Extinction describes the effects of dust on a single star. The dust along the line-of-sight to the stars removes flux by absorbing photons or scattering photons out of the line-of-sight. In general, extinction models are used to model or correct the effects of dust on observations a single star.
In contrast, dust attenuation refers to the effects of dust on the measurements of groups of stars mixed with dust or stars with circumstellar dust. See Extinction versus Attenuation. For attenuation models, see the dust_attenuation package.
- Extinction versus Attenuation
- Flavors of Models
- How to choose a model
- Extinguish (or unextinguish) data
- Fitting extinction curves
How to extinguish (redden) and unextinguish (deredden) a spectrum:
Generate a spectrum to use. In this case a blackbody model, but can be an
observed spectrum. The
dust_extinction models are unit aware and the
wavelength array should have astropy.units associated with it.
import numpy as np from astropy.modeling.models import BlackBody import astropy.units as u # wavelengths and spectrum are 1D arrays # wavelengths between 1000 and 30000 A wavelengths = np.logspace(np.log10(1000), np.log10(3e4), num=1000)*u.AA bb_lam = BlackBody(10000*u.K, scale=1.0 * u.erg / (u.cm ** 2 * u.AA * u.s * u.sr)) spectrum = bb_lam(wavelengths)
Define a model, specifically the F99 model with an R(V) = 3.1.
from dust_extinction.parameter_averages import G23 # define the model ext = G23(Rv=3.1)
Extinguish (redden) a spectrum with a screen of F99 dust with an E(B-V) of 0.5. Can also specify the dust column with Av (this case equivalent to Av = 0.5*Rv = 1.55).
# extinguish (redden) the spectrum spectrum_ext = spectrum*ext.extinguish(wavelengths, Ebv=0.5)
Unextinguish (deredden) a spectrum with a screen of F99 dust with the equivalent A(V) column.
# unextinguish (deredden) the spectrum spectrum_noext = spectrum_ext/ext.extinguish(wavelengths, Av=1.55)
If you have found a bug in
dust_extinction please report it by creating a
new issue on the
dust_extinction GitHub issue tracker.
Please include an example that demonstrates the issue sufficiently so that the developers can reproduce and fix the problem. You may also be asked to provide information about your operating system and a full Python stack trace. The developers will walk you through obtaining a stack trace if it is necessary.
Like the Astropy project,
dust_extinction is made both by and for its
users. We accept contributions at all levels, spanning the gamut from fixing a
typo in the documentation to developing a major new feature. We welcome
contributors who will abide by the Python Software Foundation Code of Conduct.
dust_extinction follows the same workflow and coding guidelines as
Astropy. The following pages will help you get started with contributing
fixes, code, or documentation (no git or GitHub experience necessary):
For the complete list of contributors please see the dust_extinction contributors page on Github.