specwizard: A Public Python Framework for Creating Synthetic Absorption Spectra from Hydrodynamical Simulations

arXiv (Cornell University)

Abstract

We present specwizard, a publicly available modular Python package for generating synthetic absorption spectra from hydrodynamical simulations. The code combines atomic data from the National Institute of Standards and Technology database with ionisation fractions computed using the cloudy spectral synthesis code for multiple ionising backgrounds, enabling consistent modelling of bound--bound and bound--free absorption for resonant transitions of all ions. specwizard employs a column-density--conserving projection scheme, includes natural line broadening for the Lyman series, and offers optional treatments of instrumental resolution and noise for direct comparison with high-resolution quasar spectra. As example applications of the code, we shoot sightlines through the eagle cosmological simulation to generate a z = 3.2 synthetic quasar spectrum containing H i Lyman-series transitions, including damping wings and Lyman-limit absorption. Additionally, we compute metal-absorption lines probing the circumgalactic medium of simulated galaxies, and investigate the correlated absorption of H i and Si iii. We demonstrate that specwizard applied to outputs from eagle accurately reproduces key observational diagnostics of the Lyman-alpha forest, including the redshift evolution of the mean transmission, the transmission PDF and the transmission power spectrum. We take advantage of the fact that the eagle simulation also reproduces the measured evolution of the temperature-density relation to infer the evolution of the amplitude of the ionizing background, finding excellent agreement with recent theoretical models and measurements.

Authors 4

1. Andrés Arámburo-García Aachen Institute Lorentz

   Lorentz Center

   Affiliation as printed

   Institute Lorentz , Leiden University , Niels Bohrweg 2 , Leiden , NL-2333 CA , The Netherlands

2. Tom Theuns

   Durham University

   Affiliation as printed

   Institute for Computational Cosmology , Durham University , South Road , Durham DH1 3LE , UK

3. Joop Schaye Aachen Leiden Observatory

   Leiden University · Leiden Observatory

   Affiliation as printed

   Leiden Observatory , Leiden University , PO Box 9513 , NL-2300 RA Leiden , The Netherlands

4. Alexey Boyarsky Aachen Institute Lorentz

   Lorentz Center

   Affiliation as printed

   Institute Lorentz , Leiden University , Niels Bohrweg 2 , Leiden , NL-2333 CA , The Netherlands