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and Cosmology

Extragalactic Astronomy and Cosmology: An Introduction

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8.7 Cosmological Parameters<br />

Fig. 8.33. The power spectrum of density<br />

fluctuations in the Universe, as determined<br />

by different methods. Here, Δ 2 (k) ∝ k 3 P(k)<br />

is plotted. Note that small length-scales<br />

(or large k, respectively) are towards the<br />

left in the plot. Going from large to small<br />

scales, the results presented here are obtained<br />

from CMB temperature fluctuations,<br />

from the abundance of galaxy clusters, from<br />

the large-scale distribution of galaxies, from<br />

cosmic shear, <strong>and</strong> from the statistical properties<br />

of the Lyα forest. One can see that the<br />

power spectrum of a ΛCDM model is able<br />

to describe all these data over many orders<br />

of magnitude in scale<br />

351<br />

physical origin of this effect can be proven directly because<br />

the integrated Sachs–Wolfe effect is produced at<br />

relatively low redshifts (where the influence of a cosmological<br />

constant is noticeable), as a result of the time<br />

evolution of the gravitational potential. Therefore, it<br />

should be directly correlated with the large-scale matter<br />

overdensities which are observable in the distribution<br />

of galaxies <strong>and</strong> clusters of galaxies, assuming a bias<br />

model. For example, one can correlate the CMB temperature<br />

map with luminous elliptical galaxies, as they are<br />

observed photometrically in the Sloan Digital Sky Survey<br />

over very large regions on the sky (see Sect. 9.1.2).<br />

The significant correlation signal found in this analysis<br />

yields very strong evidence for the temperature fluctuations<br />

having originated from the Sachs–Wolfe effect<br />

on large angular scales, hence providing a direct proof<br />

of Ω Λ ̸= 0.<br />

A big surprise in the WMAP results is the large value<br />

of τ, which is derived in particular from the TE power<br />

spectrum. This value for τ implies that the Universe was<br />

reionized at a fairly high redshift of z ∼ 15.<br />

The combination of CMB results with those from the<br />

large-scale distribution of galaxies <strong>and</strong> the statistics of<br />

the Lyα forest allows us to measure the power spectrum<br />

at smaller length-scales, as shown in Fig. 8.33. This<br />

combination therefore provides stronger constraints on<br />

the cosmological parameters.<br />

We can see from Table 8.1 that with this combination<br />

the error margins of some parameters can indeed be reduced,<br />

compared to considering the WMAP data alone;<br />

in particular, this is the case for Ω m h 2 . It is important to<br />

note that by combining the different data sets, the values<br />

of the parameters change only within the range of their<br />

error bars as determined from the CMB data, which<br />

means that the different datasets are compatible with<br />

each other (<strong>and</strong> with the flat ΛCDM model). With these<br />

primary parameters known, further parameters may now<br />

be derived; these are listed in Table 8.2.<br />

The combined data yield, as a best value for the total<br />

density of the Universe,<br />

Ω m + Ω Λ = 1.02 ± 0.02 , (8.27)<br />

in outst<strong>and</strong>ing agreement with the prediction from the<br />

inflationary model. Furthermore, the fraction of hot dark<br />

matter can be constrained, for which the small-scale<br />

observations (here from the Lyα forest) are of particular<br />

importance, since HDM reduces the power on small

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