Many complex multi-component numerical simulations have been performed of the Lyman forest, which
include the effects of dark matter (N-body), baryons (hydrodynamics), chemical composition (reactive
networks), and microphysical response (radiative cooling and heating). See, for example, [67, 118, 166],
which represent some of the earliest comprehensive simulations. For the most part, all these calculations
have been able to fit the observations reasonably well, including the column density and Doppler
width distributions, the size of absorbers [62], and the line number evolution. Despite the fact
that the cosmological models and parameters are different in each case, the simulations give
roughly similar results provided that the proper ionization bias is used,
,
where
is the baryonic density parameter,
is the Hubble parameter and
is the
photoionization rate at the hydrogen Lyman edge. (However, see [50] for a discussion of the sensitivity
of statistical properties on numerical resolution.) A theoretical paradigm has thus emerged
from these calculations in which Ly
absorption lines originate from the relatively smaller
scale structure in pregalactic or intergalactic gas through the bottom-up hierarchical formation
picture in CDM-like Universes. The absorption features originate in structures exhibiting a
variety of morphologies commonly found in numerical simulations (see Figure 11
), including
fluctuations in underdense regions, spheroidal minihalos, and filaments extending over scales of a few
Mpc.
Machacek et al. [115] expanded on earlier work to compare several Ly
statistical measures from five
different background cosmological models, including standard critical density Cold Dark Matter (CDM),
open CDM, flat CDM with a cosmological constant, standard CDM with a tilted density spectrum, and a
flat model with mixed hot and cold dark matter. All models were chosen to match local or low redshift
observations, and most were also consistent with COBE measurements of the CMBR. The calculations
were designed to establish which statistics are sensitive to different cosmological models. In
particular, they find that the line number count above a given column density threshold is
relatively insensitive to background models. On the other hand, the shape of the optical depth
probability distribution function is strongly correlated to the amount of small scale power in
density fluctuations, and is thus a good discriminator among models on scales of a few hundred
kpc.
Meiksin et al. [117] followed up with more detailed comparisons of Ly
systems in several cosmologies
with observed high resolution QSO spectra. Although all models are consistent with previous studies in that
they give reasonably good statistical agreement with observed Ly
properties, under closer scrutiny
none of the numerical models they considered passed all the tests, which included spectral flux,
wavelet decomposed amplitude, and absorption line profile distributions. They suggest that
comparisons might be improved, particularly in optically thin systems, by more energy injection
into the IGM from late He+ reionization or supernovae-driven winds, or by a larger baryon
fraction.
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