TY - JOUR
T1 - The effect of inhomogeneous reionization on the Lyman α forest power spectrum at redshift z > 4
T2 - implications for thermal parameter recovery
AU - Molaro, Margherita
AU - Iršič, Vid
AU - Bolton, James S.
AU - Keating, Laura C.
AU - Puchwein, Ewald
AU - Gaikwad, Prakash
AU - Haehnelt, Martin G.
AU - Kulkarni, Girish
AU - Viel, Matteo
N1 - Publisher Copyright:
© 2021 The Author(s)
PY - 2022/2/1
Y1 - 2022/2/1
N2 - We use the Sherwood–Relics suite of hybrid hydrodynamical and radiative transfer simulations to model the effect of inhomogeneous reionization on the 1D power spectrum of the Lyman α (Lyα) forest transmitted flux at redshifts 4.2 ≤ z ≤ 5. Relative to models that assume a homogeneous ultraviolet background, reionization suppresses the power spectrum at small scales, k ∼ 0.1 km−1 s, by ∼10 per cent because of spatial variations in the thermal broadening kernel and the divergent peculiar velocity field associated with overpressurized intergalactic gas. On larger scales, k < 0.03 km−1 s, the power spectrum is instead enhanced by 10–50 per cent by large-scale spatial variations in the neutral hydrogen fraction. The effect of inhomogeneous reionization must therefore be accounted for in analyses of forthcoming high precision measurements. We provide a correction for the Lyα forest power spectrum at 4.1 ≤ z ≤ 5.4 that can be easily applied within other parameter inference frameworks using similar reionization models. We perform a Bayesian analysis of mock data to assess the extent of systematic biases that may arise in measurements of the intergalactic medium if ignoring this correction. At the scales probed by current high-resolution Lyα forest data at z > 4, 0.006 ≤ k ≤ 0.2 km−1 s, we find inhomogeneous reionization does not introduce any significant bias in thermal parameter recovery for the current measurement uncertainties of ∼10 per cent. However, for 5 per cent uncertainties, ∼1σ shifts between the estimated and true parameters occur.
AB - We use the Sherwood–Relics suite of hybrid hydrodynamical and radiative transfer simulations to model the effect of inhomogeneous reionization on the 1D power spectrum of the Lyman α (Lyα) forest transmitted flux at redshifts 4.2 ≤ z ≤ 5. Relative to models that assume a homogeneous ultraviolet background, reionization suppresses the power spectrum at small scales, k ∼ 0.1 km−1 s, by ∼10 per cent because of spatial variations in the thermal broadening kernel and the divergent peculiar velocity field associated with overpressurized intergalactic gas. On larger scales, k < 0.03 km−1 s, the power spectrum is instead enhanced by 10–50 per cent by large-scale spatial variations in the neutral hydrogen fraction. The effect of inhomogeneous reionization must therefore be accounted for in analyses of forthcoming high precision measurements. We provide a correction for the Lyα forest power spectrum at 4.1 ≤ z ≤ 5.4 that can be easily applied within other parameter inference frameworks using similar reionization models. We perform a Bayesian analysis of mock data to assess the extent of systematic biases that may arise in measurements of the intergalactic medium if ignoring this correction. At the scales probed by current high-resolution Lyα forest data at z > 4, 0.006 ≤ k ≤ 0.2 km−1 s, we find inhomogeneous reionization does not introduce any significant bias in thermal parameter recovery for the current measurement uncertainties of ∼10 per cent. However, for 5 per cent uncertainties, ∼1σ shifts between the estimated and true parameters occur.
KW - intergalactic medium
KW - large-scale structure of Universe
KW - methods: numerical
KW - quasars: absorption lines
UR - http://www.scopus.com/inward/record.url?scp=85128552502&partnerID=8YFLogxK
U2 - 10.1093/mnras/stab3416
DO - 10.1093/mnras/stab3416
M3 - Article
AN - SCOPUS:85128552502
SN - 0035-8711
VL - 509
SP - 6119
EP - 6137
JO - Monthly Notices of the Royal Astronomical Society (MNRAS)
JF - Monthly Notices of the Royal Astronomical Society (MNRAS)
IS - 4
ER -