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Large-Scale Structure of the Universe and Cosmological ...

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8 Results from Galaxy Surveys<br />

8.1 Galaxies as <strong>Cosmological</strong> Tracers<br />

Following <strong>the</strong> discovery <strong>of</strong> galaxies as basic objects in our universe [547,322,323],<br />

it became clear that <strong>the</strong>ir spatial distribution was not uniform but clustered<br />

in <strong>the</strong> sky, e.g. [709]. In fact, <strong>the</strong> Local Supercluster was recognized early on<br />

from two-dimensional maps <strong>of</strong> <strong>the</strong> galaxy distribution [184]. The first measurements<br />

ever <strong>of</strong> <strong>the</strong> angular two-point correlation function w(θ), done in<br />

<strong>the</strong> Lick survey [653], established already one <strong>of</strong> <strong>the</strong> basic results <strong>of</strong> galaxy<br />

clustering, that at small scales <strong>the</strong> angular correlation function w(θ) has a<br />

power-law dependence in θ [see Eq. (625) below].<br />

The first systematic study <strong>of</strong> galaxy clustering was carried out in <strong>the</strong> 1970’s<br />

by Peebles <strong>and</strong> his collaborators. In a truly groundbreaking twelve-paper series<br />

[500,303,503,501,504,505,275,575,576,226,577,227], galaxies were seen for<br />

<strong>the</strong> first time as tracers <strong>of</strong> <strong>the</strong> large-scale mass distribution in <strong>the</strong> gravitational<br />

instability framework 106 . These works confirmed (<strong>and</strong> extended) <strong>the</strong><br />

power-law behavior <strong>of</strong> <strong>the</strong> angular two-point function, established its scaling<br />

with apparent magnitude, <strong>and</strong> measured for <strong>the</strong> first time <strong>the</strong> angular power<br />

spectrum <strong>and</strong> <strong>the</strong> three- <strong>and</strong> four-point functions which were found to follow<br />

<strong>the</strong> hierarchical scaling wN ∼ w N−1<br />

2 . The <strong>the</strong>oretical interpretation <strong>of</strong> <strong>the</strong>se<br />

observations was done in <strong>the</strong> framework <strong>of</strong> galaxies that traced <strong>the</strong> mass distribution<br />

in an Einstein de-Sitter universe 107 .<br />

These results, however, relied on visual inspections <strong>of</strong> poorly calibrated photographic<br />

plates; i.e. with very crude magnitudes (e.g., Zwicky) or galaxy counts<br />

(e.g., Lick) estimated by eye, ra<strong>the</strong>r than by some automatic machine. These<br />

surveys were <strong>the</strong> result <strong>of</strong> adding many different adjacent photographic plates<br />

<strong>and</strong> <strong>the</strong> uniformity <strong>of</strong> calibration was a serious issue, since large-scale gradients<br />

can be caused by varying exposure time, obscuration by our galaxy,<br />

<strong>and</strong> atmospheric extinction. These effects are difficult to disentangle from<br />

real clustering, attempts were made to reduce <strong>the</strong>m with smoothing procedures,<br />

but this could also result in a removal <strong>of</strong> real large-scale clustering.<br />

More than 20 years after completion <strong>of</strong> Zwicky <strong>and</strong> Lick surveys, <strong>the</strong>re were<br />

major technological developments in photographic emulsions, computers <strong>and</strong><br />

automatic scanning machines, such as <strong>the</strong> APM (Automatic Plate Measuring<br />

106 For an exhaustive review <strong>of</strong> this <strong>and</strong> earlier work see [210,508].<br />

107 In this case self-similarity plus stable clustering leads to hierarchical scaling in<br />

<strong>the</strong> highly non-linear regime, although it does not explain why hierarchical amplitudes<br />

are independent <strong>of</strong> configuration, see Sect. 4.5. These observations were<br />

partially motivated by work on <strong>the</strong> BBGKY approach to <strong>the</strong> dynamics <strong>of</strong> gravitational<br />

instability [548] <strong>and</strong> also generated a significant <strong>the</strong>oretical activity that led<br />

to much <strong>of</strong> <strong>the</strong> development <strong>of</strong> hierarchical models. For a recent historical account<br />

<strong>of</strong> <strong>the</strong>se results <strong>and</strong> a comparison with current views in <strong>the</strong> framework <strong>of</strong> biased<br />

galaxy formation in CDM models see [515].<br />

220

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