Planting a Lyman alpha forest on AbacusSummit

• Published in: Monthly notices of the Royal Astronomical Society Vol. 524; no. 1; pp. 1008 - 1024
• Main Authors: Hadzhiyska, Boryana, Font-Ribera, A, Cuceu, A, Chabanier, S, Aguilar, J, Brooks, D, de la Macorra, A, Doel, P, Eisenstein, D J, Forero-Romero, J E, Gontcho A Gontcho, S, Honscheid, K, Kehoe, R, Landriau, M, Miquel, R, Nie, Jundan, Percival, W J, Rossi, G, Tarlé, Gregory, Zhou, Zhimin
• Format: Journal Article
• Language: English
• Published: United States Oxford University Press 04.07.2023
• Subjects: ASTRONOMY AND ASTROPHYSICS; methods: numerical; quasars: absorption lines; cosmology: theory
• ISSN: 0035-8711; 1365-2966
• DOI: 10.1093/mnras/stad1920

ABSTRACT The full-shape correlations of the Lyman alpha (Ly α) forest contain a wealth of cosmological information through the Alcock–Paczyński effect. However, these measurements are challenging to model without robustly testing and verifying the theoretical framework used for analysing them. Here, we leverage the accuracy and volume of the N-body simulation suite AbacusSummit to generate high-resolution Ly α skewers and quasi-stellar object (QSO) catalogues. One of the main goals of our mocks is to aid in the full-shape Ly α analysis planned by the Dark Energy Spectroscopic Instrument (DESI) team. We provide optical depth skewers for six of the fiducial cosmology base-resolution simulations ($L_{\rm box} = 2\, h^{-1}\, {\rm Gpc}$, N = 69123) at z = 2.5. We adopt a simple recipe based on the Fluctuating Gunn–Peterson Approximation (FGPA) for constructing these skewers from the matter density in an N-body simulation and calibrate it against the 1D and 3D Ly α power spectra extracted from the hydrodynamical simulation IllustrisTNG (TNG; $L_{\rm box} = 205\, h^{-1}\, {\rm Mpc}$, N = 25003). As an important application, we study the non-linear broadening of the baryon acoustic oscillation (BAO) peak and show the cross-correlation between DESI-like QSOs and our Ly α forest skewers. We find differences on small scales between the Kaiser approximation prediction and our mock measurements of the Ly α × QSO cross-correlation, which would be important to account for in upcoming analyses. The AbacusSummit Ly α forest mocks open up the possibility for improved modelling of cross-correlations between Ly α and cosmic microwave background (CMB) lensing and Ly α and QSOs, and for forecasts of the 3-point Ly α correlation function. Our catalogues and skewers are publicly available on Globus via the National Energy Research Scientific Computing Center (NERSC) (full link under the section ‘Data Availability’).