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Modeling Lyman-α Forest Cross-Correlations with LyMAS

Lochhaas, C; Weinberg, DH; Peirani, S; Dubois, Y; Colombi, S; Blaizot, J; Font-Ribera, A; ... Devriendt, J; + view all (2016) Modeling Lyman-α Forest Cross-Correlations with LyMAS. Monthly Notices of the Royal Astronomical Society (MNRAS) , 461 (4) pp. 4353-4373. 10.1093/mnras/stw1646. Green open access

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Abstract

We use the Lyα Mass Association Scheme (LyMAS) to predict cross-correlations at z = 2.5 between dark matter haloes and transmitted flux in the Lyα forest, and compare to cross-correlations measured for quasars and damped Lyα systems (DLAs) from the Baryon Oscillation Spectroscopic Survey (BOSS) by Font-Ribera et al. We calibrate LyMAS using Horizon-AGN hydrodynamical cosmological simulations of a (100 h− 1 Mpc)3 comoving volume. We apply this calibration to a (1 h− 1 Gpc)3 simulation realized with 20483 dark matter particles. In the 100 h− 1 Mpc box, LyMAS reproduces the halo-flux correlations computed from the full hydrodynamic gas distribution very well. In the 1 h− 1 Gpc box, the amplitude of the large-scale cross-correlation tracks the halo bias bh as expected. We provide empirical fitting functions that describe our numerical results. In the transverse separation bins used for the BOSS analyses, LyMAS cross-correlation predictions follow linear theory accurately down to small scales. Fitting the BOSS measurements requires inclusion of random velocity errors; we find best-fitting rms velocity errors of 399 and 252 km s−1 252 km s−1 for quasars and DLAs, respectively. We infer bias-weighted mean halo masses of Mh/1012 h−1M⊙=2.19+0.16−0.15 Mh/1012 h−1M⊙=2.19−0.15+0.16 and 0.69+0.16−0.14 0.69−0.14+0.16 for the host haloes of quasars and DLAs, with ∼0.2 dex systematic uncertainty associated with redshift evolution, intergalactic medium parameters, and selection of data fitting range.

Type: Article
Title: Modeling Lyman-α Forest Cross-Correlations with LyMAS
Open access status: An open access version is available from UCL Discovery
DOI: 10.1093/mnras/stw1646
Publisher version: http://dx.doi.org/10.1093/mnras/stw1646
Language: English
Additional information: This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Large-scale structure of Universe
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Physics and Astronomy
URI: https://discovery.ucl.ac.uk/id/eprint/1550069
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