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Title:
A concordance model of the Lyman α forest at z= 1.95
Authors:
Jena, Tridivesh; Norman, Michael L.; Tytler, David; Kirkman, David; Suzuki, Nao; Chapman, Angela; Melis, Carl; Paschos, Pascal; O'Shea, Brian; So, Geoffrey; Lubin, Dan; Lin, Wen-Ching; Reimers, Dieter; Janknecht, Eckardt; Fechner, Cora
Affiliation:
AA(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AB(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AC(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AD(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AE(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AF(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AG(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AH(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AI(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AJ(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AK(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AL(Center for Astrophysics and Space Sciences, University of California, San Diego, MS 0424, La Jolla, CA 92093-0424, USA), AM(Hamburger Sternwarte, Universitaet Hamburg, Gojenbergsweg 112, D-21029, Hamburg, Germany), AN(Hamburger Sternwarte, Universitaet Hamburg, Gojenbergsweg 112, D-21029, Hamburg, Germany), AO(Hamburger Sternwarte, Universitaet Hamburg, Gojenbergsweg 112, D-21029, Hamburg, Germany)
Publication:
Monthly Notices of the Royal Astronomical Society, Volume 361, Issue 1, pp. 70-96. (MNRAS Homepage)
Publication Date:
07/2005
Origin:
MNRAS
MNRAS Keywords:
intergalactic medium, quasars: absorption lines, cosmological parameters
DOI:
10.1111/j.1365-2966.2005.09095.x
Bibliographic Code:
2005MNRAS.361...70J

Abstract

We present 40 fully hydrodynamical numerical simulations of the intergalactic gas that gives rise to the Lyα forest. The simulation code, input and output files are available at http://www.cosmos.ucsd.edu/~gso/index.html. For each simulation we predict the observable properties of the HI absorption in quasar or quasi-stellar object (QSO) spectra. We then find the sets of cosmological and astrophysical parameters which result in spectra whose properties match that of the QSO spectra. We present our results as scaling relationships between input and output parameters. The input parameters include the main cosmological parameters Ωb, Ωm, ΩΛ, H0 and σ8 and two astrophysical parameters γ912 and X228. The parameter γ912 controls the rate of ionization of HI, HeI and HeII and is equivalent to the intensity of the ultraviolet background (UVB). The second parameter X228 controls the rate of heating from the photoionization of HeII and can be related to the shape of the UVB at λ < 228Å. We show how these input parameters, especially σ8,γ912 and X228, affect the output parameters that we measure in simulated spectra. These parameters are the mean flux , a measure of the most common (as defined more precisely in Section 5.1) Lyα linewidth (b-value) bσ, and the one-dimensional power spectrum of the flux on scales from 0.01 to 0.1 s km-1. We compare the simulation output with data from Kim et al. and Tytler et al., and we give a new measurement of the flux power from HIRES and UVES spectra for the low-density intergalactic medium (IGM) alone at z= 1.95.

We find that simulations with a wide variety of σ8-values, from at least 0.8 to 1.1, can fit the small-scale flux power and b-values when we adjust X228 to compensate for the σ8 change. We can also use γ912 to adjust the HI ionization rate to match the mean flux simultaneously. When we examine only the mean flux, b-values and small-scale flux power we cannot readily break the strong degeneracy between σ8 and X228.

We can break the degeneracy using large-scale flux power or other data to fix σ8. When we pick a specific σ8-value the simulations give the value of X228 that we need to match the observed small-scale flux power and b-values. We can then also find the γ912 required to match the mean flux for that combination of σ8 and X228. We derive scaling relations that give the output parameter values expected for a variety of input parameters. We predict the linewidth parameter bσ with an error of 1.4 per cent and the mean amount of HI absorption to 2 per cent, equivalent to a 0.27 per cent error on at z= 1.95. These errors are four times smaller than those on the best current measurement. We can readily calculate the sets of input parameters that give outputs that match the data. For σ8= 0.9, with Ωb= 0.044, Ωm= 0.27, ΩΛ= 0.73, h= 0.71 and n= 1.0, we find X228= 1.26 and γ912= 1.00, equivalent to Γ912= 1.33 × 10-12 ionizations per HI atom per second. If we run an optically thin simulation with these parameters in a box size of 76.8 Mpc comoving and with a cell size of 18.75 kpc comoving, we expect that the simulated spectra will match Lyα forest data at z= 1.95. The rates predicted by Madau, Haardt & Rees correspond to γ912= 1 and X228= 1. Our results for γ912 match while the larger X228 is reasonable to correct for the opacity that is missing from the optically thin simulations. For a smaller value of σ8 the structures are generally more extended and we need a smaller X228 corresponding to a cooler IGM, as found by Bryan & Machacek (their fig. 7). We also need a larger γ912 to stop the neutral fraction from increasing at the lower temperatures.

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