Intergalactic Lyman continuum photon budget in the past 5 billion years
Prakash Gaikwad, Vikram Khaire, Tirthankar Roy Choudhury and, Raghunathan Srianand

TL;DR
This study measures the hydrogen photoionization rate in the intergalactic medium at low redshifts using Ly-alpha forest data, develops a new computational model, and finds that quasars likely dominate the ionizing background.
Contribution
Introduces the CITE module for efficient IGM temperature evolution modeling, enabling large parameter space exploration and improved error estimation in Ly-alpha forest analysis.
Findings
The photoionization rate increases with redshift, following approximately (4 ± 0.1) × 10^{-14} (1+z)^{4.99 ± 0.12} s^{-1}.
Uncertainties in the rate are about 25%, accounting for statistical and systematic errors.
Results support quasars as the primary ionizing sources at z<2.
Abstract
We constrain the H I photoionization rate at by comparing the flux probability distribution function and power spectrum of the Ly- forest data along 82 QSO sightlines obtained using Cosmic Origins Spectrograph with models generated from smoothed particle hydrodynamic simulations. We have developed a module named "Code for Ionization and Temperature Evolution (CITE)" for calculating the intergalactic medium (IGM) temperature evolution from high to low redshifts by post-processing the GADGET-2 simulation outputs. Our method, that produces results consistent with other simulations, is computationally less expensive thus allowing us to explore a large parameter space. It also allows rigorous estimation of the error covariance matrix for various statistical quantities of interest. We find that the best-fit increases with …
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