Parameterizing the effect of dark energy perturbations on the growth of structures

6
Physics Letters B 668 (2008) 171–176 Contents lists available at ScienceDirect Physics Letters B www.elsevier.com/locate/physletb Parameterizing the effect of dark energy perturbations on the growth of structures Guillermo Ballesteros a,c,, Antonio Riotto b,c a Instituto de Física Teórica UAM/CSIC, Universidad Autónoma de Madrid, Cantoblanco, 28049 Madrid, Spain b INFN, Sezione de Padova, Via Marzolo 8, I-35131 Padova, Italy c CERN, Theory Division, CH-1211 Geneva 23, Switzerland article info abstract Article history: Received 26 July 2008 Received in revised form 19 August 2008 Accepted 19 August 2008 Available online 26 August 2008 Editor: S. Doddelson We present an analytical fit to the growth function of the dark matter perturbations when dark energy perturbations are present. The growth index γ depends upon the dark energy equation of state w, the speed of sound of the dark energy fluctuations, the dark matter abundance and the observed comoving scale. The growth index changes by O(5%) for small speed of sound and large deviations of w from 1 with respect to its value in the limit of no dark energy perturbations. © 2008 Elsevier B.V. All rights reserved. 1. Introduction Current observations of Type Ia supernovae luminosity dis- tances indicate that our Universe is in a phase of accelerated expansion [1]. Various proposals have been put forward to ex- plain the present acceleration of the Universe. One can roughly distinguish two classes. On the one hand, the acceleration might be caused by the presence of dark energy, a fluid with negative equation of state w. This may be provided by a tiny cosmological constant which is characterized by w =−1 or by some ultralight scalar field whose potential is presently dominating the energy density of the Universe. This is usually dubbed quintessence [2] (see [3] for a comprehensive review). On the other hand, the ac- celeration might be due to a modification of standard gravity at large distances. This happens in f ( R ) theories [4] and in extra- dimension inspired models, like DGP [5]. Understanding which class of models Nature has chosen will represent not only a break- through in cosmology, but also in the field of high energy physics. Mapping the expansion of cosmic scales and the growth of large scale structure in tandem can provide insights to distin- guish between the two possible origins of the present acceleration. For such reason, there has been increasing interest in analysing the time evolution of the dark matter perturbation. Several recent works deal with characterizing the growth of dark matter pertur- bations in different frameworks [6–20]. The evolution of the growth function of dark matter perturba- tions g = δ c /a, which is the ratio between the perturbation δ c and the scale factor of the Universe a, can be parameterized in a use- * Corresponding author at: Instituto de Física Teórica UAM/CSIC, Universidad Autónoma de Madrid, Cantoblanco, 28049 Madrid, Spain. E-mail addresses: [email protected], [email protected] (G. Ballesteros), [email protected] (A. Riotto). ful way using the growth index γ [21], defined in Eq. (19). In a pure matter-dominated Universe, g does not evolve in time (re- mains equal to one) and γ is zero. However, in the presence of a dark energy background, g changes in time, γ is different from zero and its value can be approximated by γ = 0.55 + 0.05 1 + w(z = 1) , (1) which provides a fit to the evolution of g to better than 0.2% for 1 w and a broad range of initial conditions for the dark matter abundance [21]. Typically, the growth index in modified gravity models turns out to be significantly different (for instance γ 0.68 for DGP [21]) and therefore it is in principle distinguish- able from the one predicted for dark energy models. 1 The available data on the growth of structures are still poor and there is a long way to go before we can talk about precision cosmology in this respect. The methods developed to study the growth of structure involve baryon acoustic oscillations, weak lensing, observations of X-ray luminous clusters, large scale galaxy surveys, Lyman-α power spectra and the integrated Sachs–Wolfe effect on the Cos- mic Microwave Background. There are however various works that use these kind of techniques to place constraints on the growth index (and some also on the equation of state of dark energy) as well as forecasts for its determination based on future observations [22–31]. In particular, it is found in [30] using Bayesian methods that a next generation weak lensing survey like DUNE [32] can strongly distinguish between two values of γ that differ by ap- proximately 0.05. The authors of [23] made a forecast for the same kind of satellite proposal and concluded that it will be possible to measure the growth index with an absolute error of about 0.04 at 68% confidence level. In [24] a slightly bigger error of 0.06 at the same confidence level is given for a forecast based on baryon 1 However, see [9,20]. 0370-2693/$ – see front matter © 2008 Elsevier B.V. All rights reserved. doi:10.1016/j.physletb.2008.08.035

Transcript of Parameterizing the effect of dark energy perturbations on the growth of structures

Page 1: Parameterizing the effect of dark energy perturbations on the growth of structures

Physics Letters B 668 (2008) 171–176

Contents lists available at ScienceDirect

Physics Letters B

www.elsevier.com/locate/physletb

Parameterizing the effect of dark energy perturbations on the growth of structures

Guillermo Ballesteros a,c,∗, Antonio Riotto b,c

a Instituto de Física Teórica UAM/CSIC, Universidad Autónoma de Madrid, Cantoblanco, 28049 Madrid, Spainb INFN, Sezione de Padova, Via Marzolo 8, I-35131 Padova, Italyc CERN, Theory Division, CH-1211 Geneva 23, Switzerland

a r t i c l e i n f o a b s t r a c t

Article history:Received 26 July 2008Received in revised form 19 August 2008Accepted 19 August 2008Available online 26 August 2008Editor: S. Doddelson

We present an analytical fit to the growth function of the dark matter perturbations when dark energyperturbations are present. The growth index γ depends upon the dark energy equation of state w , thespeed of sound of the dark energy fluctuations, the dark matter abundance and the observed comovingscale. The growth index changes by O(5%) for small speed of sound and large deviations of w from −1with respect to its value in the limit of no dark energy perturbations.

© 2008 Elsevier B.V. All rights reserved.

1. Introduction

Current observations of Type Ia supernovae luminosity dis-tances indicate that our Universe is in a phase of acceleratedexpansion [1]. Various proposals have been put forward to ex-plain the present acceleration of the Universe. One can roughlydistinguish two classes. On the one hand, the acceleration mightbe caused by the presence of dark energy, a fluid with negativeequation of state w . This may be provided by a tiny cosmologicalconstant which is characterized by w = −1 or by some ultralightscalar field whose potential is presently dominating the energydensity of the Universe. This is usually dubbed quintessence [2](see [3] for a comprehensive review). On the other hand, the ac-celeration might be due to a modification of standard gravity atlarge distances. This happens in f (R) theories [4] and in extra-dimension inspired models, like DGP [5]. Understanding whichclass of models Nature has chosen will represent not only a break-through in cosmology, but also in the field of high energy physics.

Mapping the expansion of cosmic scales and the growth oflarge scale structure in tandem can provide insights to distin-guish between the two possible origins of the present acceleration.For such reason, there has been increasing interest in analysingthe time evolution of the dark matter perturbation. Several recentworks deal with characterizing the growth of dark matter pertur-bations in different frameworks [6–20].

The evolution of the growth function of dark matter perturba-tions g = δc/a, which is the ratio between the perturbation δc andthe scale factor of the Universe a, can be parameterized in a use-

* Corresponding author at: Instituto de Física Teórica UAM/CSIC, UniversidadAutónoma de Madrid, Cantoblanco, 28049 Madrid, Spain.

E-mail addresses: [email protected], [email protected](G. Ballesteros), [email protected] (A. Riotto).

0370-2693/$ – see front matter © 2008 Elsevier B.V. All rights reserved.doi:10.1016/j.physletb.2008.08.035

ful way using the growth index γ [21], defined in Eq. (19). In apure matter-dominated Universe, g does not evolve in time (re-mains equal to one) and γ is zero. However, in the presence ofa dark energy background, g changes in time, γ is different fromzero and its value can be approximated by

γ = 0.55 + 0.05[1 + w(z = 1)

], (1)

which provides a fit to the evolution of g to better than 0.2%for −1 � w and a broad range of initial conditions for the darkmatter abundance [21]. Typically, the growth index in modifiedgravity models turns out to be significantly different (for instanceγ � 0.68 for DGP [21]) and therefore it is in principle distinguish-able from the one predicted for dark energy models.1 The availabledata on the growth of structures are still poor and there is a longway to go before we can talk about precision cosmology in thisrespect. The methods developed to study the growth of structureinvolve baryon acoustic oscillations, weak lensing, observationsof X-ray luminous clusters, large scale galaxy surveys, Lyman-αpower spectra and the integrated Sachs–Wolfe effect on the Cos-mic Microwave Background. There are however various works thatuse these kind of techniques to place constraints on the growthindex (and some also on the equation of state of dark energy) aswell as forecasts for its determination based on future observations[22–31]. In particular, it is found in [30] using Bayesian methodsthat a next generation weak lensing survey like DUNE [32] canstrongly distinguish between two values of γ that differ by ap-proximately 0.05. The authors of [23] made a forecast for the samekind of satellite proposal and concluded that it will be possible tomeasure the growth index with an absolute error of about 0.04at 68% confidence level. In [24] a slightly bigger error of 0.06 atthe same confidence level is given for a forecast based on baryon

1 However, see [9,20].

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172 G. Ballesteros, A. Riotto / Physics Letters B 668 (2008) 171–176

acoustic oscillations. Finally, for a combination of weak lensing,supernovae and Cosmic Microwave Background data an error ofabout 0.04 is estimated in [22] after marginalizing over the othercosmological parameters. Since the growth index is approximatelyequal to 0.55, the nearest future observations should be able todetermine it with a relative error of around 8%.

While much effort has been put into determining the value ofthe growth index in dark energy and in modified gravity mod-els, less attention has been devoted to the possible effect on γof non-vanishing dark energy perturbations. The latter do not af-fect the background evolution, but are fundamental in determiningthe dark energy clustering properties. They will have an effect onthe evolution of fluctuations in the matter distribution and, conse-quently, on γ . While minimally coupled scalar field (quintessence)models commonly have a non-adiabatic speed of sound close orequal to unity, and therefore dark energy perturbations can beneglected for them; other non-minimal models, for instance theadiabatic Chaplygin gas model, motivated by a rolling tachyon [33],have a speed of sound which is approximately zero. Observationalimplications of dark energy perturbations with a small speed ofsound in a variety of dark energy models have been recently dis-cussed in k-essence [34,35], condensation of dark matter [36] andthe Chaplygin gas, in terms of the matter power spectrum [37,38]and combined full CMB and large scale structure measurements[39,40]. Let us also emphasize that dark energy perturbations maynot be consistently set to zero in perturbation theory [41] even ifw = −1. Indeed, it is unavoidable that dark energy perturbationsare generated, even if set to zero on some initial hypersurface, dueto the presence of a non-vanishing gravitational potential. There-fore, the expression (1) rigorously holds only in the physical limitin which the speed of sound is very close to unity (if w �= −1) sothat dark energy perturbations are sufficiently suppressed.

In this Letter we study the effect of dark energy perturbationson the growth index γ . Our main motivation is to understand ifthe new degrees of freedom introduced by dark energy perturba-tions imply changes in γ large compared to the forecasted errors�γ � O(0.04) (at 68% confidence level). Following the commonlore, see for instance [39], and to simplify the analysis, we willassume that the speed of sound associated with the dark energyperturbations and the equation of state do not change appreciablyin the proper time range and that the dark energy perturbationshave no shear. This is a good approximation in linear perturbationtheory for dark energy models with a scalar field. Under these as-sumptions, we provide an analytical formula for the growth indexγ as a function of the speed of sound, the equation of state w , thedark matter abundance and the comoving scale. As we will see, inthe presence of dark energy perturbations, the growth index dif-fers from the corresponding value without dark energy perturba-tions by an amount which is comparable to the realistic forecastederrors, especially for small speed of sound and w significantly dif-ferent from −1. This opens up the possibility that the presence ofdark energy perturbations may leave a significant imprint on thegrowth function of dark matter perturbations.

The Letter is organized as follows. In Section 2 we summarizeour framework and provide the necessary equations for the per-turbations at the linear level. In Section 3 we discuss the growthindex and in Section 4 we give our results and summarize of ourwork.

2. The basic equations

In this section we shortly describe how to obtain the secondorder differential equations describing the evolution of the cou-pled linear perturbations of dark matter and dark energy in aspatially flat Friedmann–Lemaître–Robertson–Walker (FLRW) back-ground. We will closely follow [42] and [39] and work in the syn-

chronous gauge for convenience. With this choice the perturbedmetric in comoving coordinates reads

ds2 = a2(τ )[−dτ 2 + (δi j + hij)dxi dx j], (2)

where hij encodes the perturbation and can be decomposed intoa trace part h ≡ hi

i and a traceless one. The background equationsare simply

3H2 = 8πGa2ρ, (3)

2H′ = −H2(1 + 3wΩx), (4)

where G denotes Newton’s constant, ρ = ρc +ρx is the total energydensity, the comoving Hubble parameter is H ≡ a′/a, primes de-note derivatives with respect to the comoving time τ and we de-fine the time varying relative dark energy density as Ωx = ρx/ρ .The bars indicate homogeneous background quantities and thesubindexes ‘c ’ and ‘x’ refer to dark matter and dark energy respec-tively. We assume that the equation of state of dark energy, w , isa constant and that the dark energy and the dark matter do notinteract. The divergence of the dark matter velocity in its own restframe is zero by definition and therefore in Fourier space we have

δ′c + 1

2h′ = 0, (5)

where

δρc ≡ ρcδc, (6)

is the energy density perturbation of dark matter. The speed ofsound of a fluid can be defined as the ratio [39]

c2s ≡ δP

δρ, (7)

where we have introduced δP , the pressure perturbation of thefluid. It is important to recall that the speed of sound defined inthis way is a gauge dependent quantity. However, the speed ofsound is gauge invariant when measured in the rest frame of thefluid. The pressure perturbation of a dark energy component withconstant equation of state can be written in any reference framein terms of its rest frame speed of sound cs as follows:

δPx = c2s δρx + 3H(1 + w)

(c2

s − w)ρx

θx

k2, (8)

where θx is the dark energy velocity perturbation and k the in-verse distance scale coming from the Fourier transformation. Then,taking into account this expression and the relation

h′′ + Hh′ = 8πGa2(δT 00 − δT i

i

), (9)

where T μν is the energy–momentum tensor, one can differentiate

(5) with respect to τ and make use of the background evolu-tion (3), (4) to find the equation for the dark matter energy densityperturbation [39]

δ′′c + Hδ′

c − 3

2H2Ωcδc

= 3

2H2Ωx

[(1 + 3c2

s

)δx + 9(1 + w)H

(c2

s − w) θx

k2

]. (10)

The time derivative of the dark energy density perturbation in thedark matter rest frame is [39]

δ′x = −(1 + w)

{[k2 + 9

(c2

s − w)

H2] θx

k2− δ′

c

}− 3H

(c2

s − w)δx (11)

and the time derivative of the divergence of the dark energy veloc-ity perturbation in the case of no anisotropic stress perturbation is

θ ′x2

= −(1 − 3c2

s

)H θx

2+ c2

s δx. (12)

k k 1 + w
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G. Ballesteros, A. Riotto / Physics Letters B 668 (2008) 171–176 173

Differentiating (11) with respect to the comoving time and com-bining (11) and (12) with the background equations into the re-sulting expression one gets

δ′′x + [

3(c2

s − w)

H − F]δ′

x

+{

c2s k2 − 3

2

(c2

s − w)

H[(

1 + 3wΩx − 6c2s

)H + 2F

]}δx

= (1 + w)δ′′c − (1 + w)F δ′

c, (13)

where

F ≡ −9(1 + 3wΩx)c2

s − w

k2 + 9(c2s − w)H2

H3 − (1 − 3c2

s

)H. (14)

Eqs. (10), (11), (13) and (14) allow us to describe the evolution oflinear perturbations of dark matter and dark energy as functions oftime in a FLRW background. Initial conditions are given at the red-shift zmr = 3200, which approximately corresponds to the time ofmatter–radiation equality. Since we consider non-interacting fluidsto describe the dark matter and dark energy, their energy densitiessatisfy:

ρ ′c + 3Hρc = 0, (15)

ρ ′x + 3(1 + w)Hρx = 0. (16)

We choose adiabatic initial conditions

δx(mr) = (1 + w)δc(mr). (17)

Furthermore, we assume zero initial time derivatives of the mat-ter and dark energy perturbations. This is consistent with the factthat at early times (both in the radiation and matter dominatedperiods) the equations of the perturbations admit the solutionδx ∝ (1 + w)δc ∝ τ 2 [39] as can be checked with (10), (11), (13)and (14) and we have set the initial conformal time to zero. Infact we can even use non-zero initial velocities and consider non-adiabatic initial conditions; our results on the growth index arerobust under these modifications. For the background we considerthe present (i.e. at z0 = 0, a0 ≡ 1) value of the relative energy den-sity of dark matter in the range (0.25,0.30) and Ω0

x = 1 − Ω0c . In

our computations we do not include a specific baryon component.We have checked that the effect of adding baryons on the growthindex can be at most as big as 0.2%, which is much smaller thanthe 8% accuracy forecasted for the near future experiments.

3. The growth index

The growth of matter perturbations has been studied neglectingthe effect of dark energy perturbations through the behaviour ofthe growth function [43]

g ≡ δc

a(18)

as a function of the natural logarithm of the scale factor. It ispossible to fit g using a simple parameterization that defines thegrowth index γ and depends on the relative energy density of darkmatter

g(a) = g(ai)exp

a∫ai

(Ωc(a)γ − 1

)da

a. (19)

The growth function depends on the scale k, the sound speed c2s

and the equation of state w . This dependence is embedded in thegrowth index γ which therefore from now on has to be under-stood as a function of these parameters. The growth factor g canbe normalized to unity at some ai > a(mr) deep in the matter dom-inated epoch where δc ∼ a. Usually the growth index γ is taken to

be a (model-dependent) number whose best fitting value for stan-dard gravity and no dark energy perturbations is around 0.55, seeEq. (1). This result is obtained from the equation

δ′′c + Hδ′

c − 3

2H2Ωcδc = 0, (20)

with no dark energy perturbations, instead of the system of secondorder differential equations that includes δx .

It is important to remark that it is not possible to reduce thesystem (10), (11), (13) and (14) to (20) by setting δx = 0 or withany particular choice of the parameters. Those equations show thateven if the dark energy perturbation is set to zero initially it willbe generated at later times. The effect of dark energy perturba-tions should be included in the analysis of the growth history forconsistency. The growth of dark matter perturbations depends notonly on w (which already enters in (20) through Ωc and H) butalso on the other two parameters appearing explicitly in the dif-ferential equations that control the evolution of the perturbations,i.e. k and c2

s . The reason for the dependence of the dark matterperturbations on the sound speed of dark energy is clear from theprevious discussion and the definition (7). In contrast to Eq. (20),the dependence on the comoving momentum now appears explic-itly as an effect of a non-vanishing speed of sound.

Given the numerical solution for the dark matter perturbationevolution, the definition (19) of the growth index can be used tocompute γ exactly:

γ = (ln Ωc)−1 ln

(a

δc

dδc

da

). (21)

In the next section we will use this equation together with (10),(11), (13) and (14) for obtaining our results. Obviously γ will be afunction of a and it will depend on k, c2

s , w and Ω0c as well.

In our analysis we consider w in the reasonably broad range(−1,−0.7). We choose not to allow the possibility that the equa-tion of state of dark energy can be smaller than −1. As for k,the values of interest are the ones for which there is large scalestructure data on the matter power spectrum [44]. This goesapproximately from 0.01h Mpc−1 to 0.2h Mpc−1, including thenonlinear part of the spectrum which becomes so at roughly0.09h Mpc−1. The scale that corresponds to the Hubble size todayis 2.4×10−4 Mpc−1 and if we normalize it to H0 = 1, the range ofk we will focus on (discarding the nonlinear part of the spectrum)is approximately (30,270) in units of H0. Notice that the lower kvalue roughly gives the position of the baryon acoustic oscillationpeak that can be used for constraining the growth index [24]. Fi-nally, regarding the sound speed of dark energy, we restrict c2

s tobe positive and smaller or equal than unity as currently the boundis very weak [39,45–49].

4. Results and discussion

In this section we present a combination of numerical resultsand an analytical formula for the growth index γ as a function ofthe relevant cosmological parameters.

In Fig. 1 we plot the growth index at z = 1 versus w for sev-eral values of the speed of sound of dark energy and two differentscales. Notice that the curves for the two different values of the co-moving momenta coincide for cs = 1 and in the limit of very smallspeed of sound. The figure indicates that the dark energy speed ofsound and the scale determine whether γ grows or decreases asa function w at a given redshift. This is one of the reasons whyhaving a more complete parameterization than (1) is important.Choosing another redshift would have the effect of an overall shiftof the merging point at w = −1 together with modifications in thecurvatures of the lines.

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174 G. Ballesteros, A. Riotto / Physics Letters B 668 (2008) 171–176

Fig. 1. γ (z = 1) as a function of w is shown for four values of cs . Red curvescorrespond to k = 0.050h Mpc−1 and blue dashed ones to k = 0.078h Mpc−1. (Forinterpretation of the references to color in this figure legend, the reader is referredto the web version of this Letter.)

Fig. 2. Relative error as a function of w between the exact numerical result forγ (z = 1) with very small dark energy speed of sound and the approximation γap

at the same redshift based on Eqs. (22) and (10) with zero θx . The figure has beendone for c2

s = 10−6, Ω0c = 0.30 and k = 0.050h Mpc−1. (For interpretation of the

references to color in this figure legend, the reader is referred to the web version ofthis Letter.)

To gain some insight on the change of the value of γ fromc2

s = 1 to c2s 1, we observe that, in the limit c2

s � 0 and fromEq. (12), the dark energy velocity perturbation promptly decays intime. One is left with the following solution for δx

δx(a) = δx(mr)

(a

a(mr)

)3w

+ (1 + w)a3w∫

a−3w−1δc(c2

s = 1)

da, (22)

where the dot stands for differentiation with respect to ln a. Asa first approximation, we can solve Eq. (22) plugging in the darkmatter perturbation δc(c2

s = 1) obtained taking c2s = 1, which for

this purpose corresponds to the case in which no dark energyperturbations are present. From Eq. (10), it is clear that the darkenergy perturbations provide an extra source for the dark matterperturbation growth. We then solve numerically Eq. (10) with thisnew known source and θx = 0. The difference between the truevalue of γ and the one obtained with such an approximation isplotted in Fig. 2.

In Fig. 3 we show the growth index at z = 1 versus log10 cs

for different values of the equation of state of dark energy andtwo scales k. From this plot it is clear that the effect of changingthe scale is an overall shift along the log10 cs axis. Notice that the

Fig. 3. γ (z = 1) as a function of log10 cs is shown for four values of w . Red curvescorrespond to k = 0.03h Mpc−1 and blue dashed ones to k = 0.08h Mpc−1. (Forinterpretation of the references to color in this figure legend, the reader is referredto the web version of this Letter.)

intersecting points for the two sets of lines have the same valueof the growth index, γ � 0.547, which corresponds to the mergingpoint in Fig. 1.

The redshift dependence of the growth index has already beenstudied without taking into account dark energy perturbations [50]concluding that dγ /dz ∼ −0.02 at z = 0; being this value nearlyindependent of z for a given Ω0

c . However, including dark energyperturbations, we find that it is actually the derivative of γ withrespect to the scale factor a which is constant. Therefore the red-shift dependence of the growth index can be better modeled witha 1/z term plus a constant term. We will later see that the growthindex actually has an almost constant slope as a function of thescale factor when dark energy perturbations are taken into ac-count.

Our next step is to obtain an analytical parameterization of thegrowth index as a function of the cosmological parameters. Westart with the following generic ansatz:

γ(Ω0

c , cs,k, w,a)

= γeq(Ω0

c , cs,k, w) + ζ

(Ω0

c , cs,k, w)[

a − aeq(Ω0

c , w)]

, (23)

where aeq is the value of the scale factor at which “dark equality”(Ωc = Ωx = 1/2) takes place:

aeq =(

1

Ω0c

− 1

)−3w

. (24)

We want to fit the growth index for a in the interval [aeq,1] whichapproximately corresponds to a redshift z ∈ [0,0.55] for the rangesof the equation of state of dark energy and its relative energy den-sity that we consider. Ideally one would wish to be able to use (21)and the equations for the perturbations to infer completely the an-alytical dependence of γeq(Ω

0c , cs,k, w) and ζ(Ω0

c , cs,k, w) in theirvariables. This turns out to be difficult and we find it efficient tomake a numerical fit directly. The generic form (23), which can beviewed as a first order Taylor expansion in the scale factor, is mo-tivated by the nearly zero variation of dγ /da. The choice of aeq asthe point around which we make the expansion is a convenientone, but the fit could in principle be done taking a model inde-pendent value of a as the fiducial point. We use the same ansatzto fit γeq and γ0, which is the growth index at a0 = 1, and doingso we directly obtain the slope ζ from (23):

ζ(Ω0

c , cs,k, w) = γ0 − γeq

1 − aeq. (25)

In particular, we assume the following parameterization for γeq

and γ0:

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G. Ballesteros, A. Riotto / Physics Letters B 668 (2008) 171–176 175

Fig. 4. γeq(cs,k, w) versus log10 cs for different combinations of the pair {k, w}:A = {0.08h Mpc−1,−0.95}, B = {0.02h Mpc−1,−0.7}, C = {0.04h Mpc−1,−0.87}and D = {0.06h Mpc−1,−0.75}. Red lines are the exact numerical result and bluedashed ones the corresponding fits. (For interpretation of the references to color inthis figure legend, the reader is referred to the web version of this Letter.)

γ j(cs,k, w) = h j(w) tanh

[(log10 cs − g j(k)

) r j(w)

h j(w)

]+ f j(w),

j = {eq,0}. (26)

Notice that we have taken γeq and γ0 to be independent of Ω0c and

we incorporate this assumption in our notation, so we will refer toγ j(cs,k, w) from now on. The functions f j(w), g j(k), h j(w) andr j(w) are polynomials in their variables. It turns out that the fitobtained with this procedure can be importantly improved withthe addition of a polynomial correction to ζ that depends on Ω0

c ,so finally:

γ(Ω0

c , cs,k, w,a)

= γeq(cs,k, w) + [ζ(Ω0

c , cs,k, w) + η

(Ω0

c

)][a − aeq

(Ω0

c , w)]

.

(27)

The set of equations (25), (26) and (27) constitute the full fit-ting formula for the growth index. The resulting nine polynomialsthrough which the fit can be expressed are the following:

feq(w) = 4.498 × 10−1 − 2.176 × 10−1 w − 1.041 × 10−1 w2

+ 5.287 × 10−2 w3 + 4.030 × 10−2 w4, (28)

f0(w) = 4.264 × 10−1 − 3.217 × 10−1 w − 2.581 × 10−1 w2

− 5.512 × 10−2 w3 + 1.054 × 10−2 w4, (29)

geq(k) = −5.879 × 10−1 − 2.296 × 10−2k + 2.125 × 10−4k2

− 1.177 × 10−6k3 + 3.357 × 10−10k4

− 3.801 × 10−12k5, (30)

g0(k) = −6.401 × 10−1 − 2.291 × 10−2k + 2.119 × 10−4k2

− 1.173 × 10−6k3 + 3.344 × 10−10k4

− 3.787 × 10−12k5, (31)

heq(w) = 1.759 × 10−1 + 4.066 × 10−1 w + 3.254 × 10−1 w2

+ 9.470 × 10−2 w3, (32)

heq(w) = 2.008 × 10−1 + 4.644 × 10−1 w + 3.713 × 10−1 w2

+ 1.076 × 10−1 w3, (33)

req(w) = 5.158 × 10−1 + 1.203w + 9.697 × 10−1 w2

+ 2.827 × 10−1 w3, (34)

Fig. 5. γ (Ω0c , cs,k, w,a) versus a for k = 0.033h Mpc−1, Ω0

c = 0.27 and c2s = 0.01.

Different values of w are chosen as shown in the figure. The red lines are the nu-merical results from the differential equations and the blue dashed ones are thefits to them. (For interpretation of the references to color in this figure legend, thereader is referred to the web version of this Letter.)

Fig. 6. γ (Ω0c , cs,k, w,a) versus a for k = 0.03h Mpc−1, w = −0.92 and c2

s = 0.0036.The value of Ω0

c runs between 0.25 and 0.30 in steps of 0.01 from top to bottomof the figure. The red lines are the numerical results from the differential equationsand the blue dashed ones are the fits to them. (For interpretation of the referencesto color in this figure legend, the reader is referred to the web version of this Letter.)

r0(w) = 6.093 × 10−1 + 1.435w + 1.1668w2

+ 3.412 × 10−1 w3, (35)

η(Ω0c ) = 8.037 × 10−3 + 4.676 × 10−2Ω0

c

− 2.829 × 10−1(Ω0c

)2. (36)

The truncation of the coefficients above has been done in such away that the figures in the Letter can be reproduced and that themaximum relative error between the numerical value of γ andthe fitting formula does not exceed 0.2% for any combination ofthe parameters. In fact, this error turns out to be much smaller forgeneric choices of the parameters.

In Fig. 4 we show γeq(cs,k, w) versus the decimal logarithmof cs for several combinations of k and w . The red curves rep-resent the exact numerical growth index and the blue dashedlines are the corresponding fits. In Figs. 5, 6 and 7 we showγ (Ω0

c , cs,k, w,a) versus the scale factor for several values of w ,Ω0

c and k respectively, as explained in the captions. The other pa-rameters are kept fixed. The colour code, as in Fig. 4, is that the redcurves represent the exact numerical growth index and the bluedashed lines are the corresponding fits. These figures are meant toillustrate the goodness of fit for several choices of the parameters.

Eqs. (25)–(36) offer an analytical expression for the growth in-dex in terms of the relevant cosmological parameters in the casein which dark energy perturbations are present. The case with-

Page 6: Parameterizing the effect of dark energy perturbations on the growth of structures

176 G. Ballesteros, A. Riotto / Physics Letters B 668 (2008) 171–176

Fig. 7. γ (Ω0c , cs,k, w,a) versus a for w = −0.80, c2

s = 0.01 and Ω0c = 0.27. The

scale k in units of h Mpc−1 takes the values {0.023,0.027,0.037,0.067} from bot-tom to top of the figure. The red lines are the numerical results from the differentialequations and the blue dashed ones are the fits to them. (For interpretation of thereferences to color in this figure legend, the reader is referred to the web version ofthis Letter.)

out dark energy perturbations is reproduced by assuming c2s = 1.

The analytical parameterization fits the numerical results in theassumed range of parameters to a precision of 0.2% (in the worstcases) or better for the growth index. Our findings show that γcan vary from 0.55 by an amount �γ as large as ∼ 0.03. Wehave checked that this result holds for any redshift between zeq

(at the time of dark equality) and z = 1. This difference is of thesame order of magnitude of the 68% c.l. forecasted error band. Thepredicted value of γ may differ by this amount from the valuewithout dark energy perturbations if the speed of sound is tinyand if the equation of state substantially deviates from −1. Thisopens up the possibility that a detailed future measurement of thegrowth factor might help in revealing the presence of dark energyperturbations. Finally, let us reiterate that our results have beenobtained under the assumption that c2

s and w do not evolve intime, at least for mild values of redshift. Furthermore, we have as-sumed that the dark energy perturbations have no shear.

Acknowledgements

This work has received financial support from the SpanishMinistry of Education and Science through the research projectFPA2004-02015; by the Comunidad de Madrid through project P-ESP-00346; by a Marie Curie Fellowship of the European Com-munity under contract MEST-CT-2005-020238-EUROTHEPY; by theEuropean Commission under contracts MRTN-CT-2004-503369 andMRTN-CT-2006-035863 (Marie Curie Research and Training Net-work “UniverseNet”) and by the Comunidad de Madrid and theEuropean Social Fund through a FPI contract. Guillermo Ballesterosthanks the hospitality of the Theory Division at CERN.

References

[1] P. Astier, et al., Astron. Astrophys. 447 (2006) 31, astro-ph/0510447.

[2] C. Armendariz-Picon, V.F. Mukhanov, P.J. Steinhardt, Phys. Rev. Lett. 85 (2000)4438, astro-ph/0004134.

[3] E.J. Copeland, M. Sami, S. Tsujikawa, Int. J. Mod. Phys. D 15 (2006) 1753, hep-th/0603057.

[4] S.M. Carroll, V. Duvvuri, M. Trodden, M.S. Turner, Phys. Rev. D 70 (2004)043528, astro-ph/0306438.

[5] G.R. Dvali, G. Gabadadze, M. Porrati, Phys. Lett. B 485 (2000) 208, hep-th/0005016.

[6] L. Knox, Y.-S. Song, J.A. Tyson, astro-ph/0503644.[7] K. Koyama, R. Maartens, JCAP 0601 (2006) 016, astro-ph/0511634.[8] K. Koyama, JCAP 0603 (2006) 017, astro-ph/0601220.[9] M. Kunz, D. Sapone, Phys. Rev. Lett. 98 (2007) 121301, astro-ph/0612452.

[10] J.-P. Uzan, Gen. Relativ. Gravit. 39 (2007) 307, astro-ph/0605313.[11] S.M. Carroll, I. Sawicki, A. Silvestri, M. Trodden, New J. Phys. 8 (2006) 323,

astro-ph/0607458.[12] E. Bertschinger, Astrophys. J. 648 (2006) 797, astro-ph/0604485.[13] E.V. Linder, R.N. Cahn, Astropart. Phys. 28 (2007) 481, astro-ph/0701317.[14] S. Tsujikawa, Phys. Rev. D 76 (2007) 023514, arXiv: 0705.1032.[15] V. Acquaviva, L. Verde, JCAP 0712 (2007) 001, arXiv: 0709.0082.[16] B. Jain, P. Zhang, arXiv: 0709.2375.[17] H. Wei, S.N. Zhang, arXiv: 0803.3292.[18] H. Wei, Phys. Lett. B 664 (2008) 1, arXiv: 0802.4122.[19] H. Zhang, H. Yu, H. Noh, Z.-H. Zhu, arXiv: 0806.4082.[20] E. Bertschinger, P. Zukin, arXiv: 0801.2431.[21] E.V. Linder, Phys. Rev. D 72 (2005) 043529, astro-ph/0507263.[22] D. Huterer, E.V. Linder, Phys. Rev. D 75 (2007) 023519, astro-ph/0608681.[23] L. Amendola, M. Kunz, D. Sapone, JCAP 0804 (2008) 013, arXiv: 0704.2421.[24] D. Sapone, L. Amendola, arXiv: 0709.2792.[25] S. Nesseris, L. Perivolaropoulos, Phys. Rev. D 77 (2008) 023504, arXiv:

0710.1092.[26] O. Dore, et al., arXiv: 0712.1599.[27] A. Mantz, S.W. Allen, H. Ebeling, D. Rapetti, arXiv: 0709.4294.[28] C. Di Porto, L. Amendola, Phys. Rev. D 77 (2008) 083508, arXiv: 0707.2686.[29] K. Yamamoto, D. Parkinson, T. Hamana, R.C. Nichol, Y. Suto, Phys. Rev. D 76

(2007) 023504, arXiv: 0704.2949.[30] A.F. Heavens, T.D. Kitching, L. Verde, astro-ph/0703191.[31] V. Acquaviva, A. Hajian, D.N. Spergel, S. Das, arXiv: 0803.2236.[32] A. Refregier, DUNE Collaboration, arXiv: 0802.2522.[33] G.W. Gibbons, Phys. Lett. B 537 (2002) 1, hep-th/0204008.[34] J.K. Erickson, R.R. Caldwell, P.J. Steinhardt, C. Armendariz-Picon, V.F. Mukhanov,

Phys. Rev. Lett. 88 (2002) 121301, astro-ph/0112438.[35] S. DeDeo, R.R. Caldwell, P.J. Steinhardt, Phys. Rev. D 67 (2003) 103509, astro-

ph/0301284.[36] B.A. Bassett, M. Kunz, D. Parkinson, C. Ungarelli, Phys. Rev. D 68 (2003) 043504,

astro-ph/0211303.[37] H. Sandvik, M. Tegmark, M. Zaldarriaga, I. Waga, Phys. Rev. D 69 (2004) 123524,

astro-ph/0212114.[38] L.M.G. Beca, P.P. Avelino, J.P.M. de Carvalho, C.J.A.P. Martins, Phys. Rev. D 67

(2003) 101301, astro-ph/0303564.[39] R. Bean, O. Doré, Phys. Rev. D 69 (2004) 083503, astro-ph/0307100.[40] L. Amendola, F. Finelli, C. Burigana, D. Carturan, JCAP 0307 (2003) 005, astro-

ph/0304325.[41] M. Kunz, D. Sapone, Phys. Rev. D 74 (2006) 123503, astro-ph/0609040.[42] C.-P. Ma, E. Bertschinger, Astrophys. J. 455 (1995) 7, astro-ph/9506072.[43] L.-M. Wang, P.J. Steinhardt, Astrophys. J. 508 (1998) 483, astro-ph/9804015.[44] M. Tegmark, et al., Phys. Rev. D 74 (2006) 123507, astro-ph/0608632.[45] J. Weller, A.M. Lewis, Mon. Not. R. Astron. Soc. 346 (2003) 987, astro-

ph/0307104.[46] S. Hannestad, Phys. Rev. D 71 (2005) 103519, astro-ph/0504017.[47] J.-Q. Xia, Y.-F. Cai, T.-T. Qiu, G.-B. Zhao, X. Zhang, astro-ph/0703202.[48] D.F. Mota, J.R. Kristiansen, T. Koivisto, N.E. Groeneboom, arXiv: 0708.0830.[49] A. Torres-Rodriguez, C.M. Cress, K. Moodley, arXiv: 0804.2344.[50] D. Polarski, R. Gannouji, Phys. Lett. B 660 (2008) 439, arXiv: 0710.1510.