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Observational constraints on thestandard cosmological model and beyond
L. Sriramkumar
Department of Physics, Indian Institute of Technology Madras, Chennai
Workshop on Gravitational Waves
Chennai Mathematical Institute, Chennai
March 2–4, 2015
Introduction Plan
Plan of the talk
1 Introduction
2 Constraints from the supernovae data
3 Constraints from Planck
4 Constraints from the BAO data
5 Beyond the standard model
6 Summary
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 2 / 57
Introduction
Ben Wandelt’s cosmic cone
A schematic representation of the past light cone1. On the left are the cos-mological observables, already observed or predicted. On the right are thephysical phenomena they relate to, in the standard cosmological model.
1F. Leclercq, A. Pisani, B. D. Wandelt, arXiv:1403.1260 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 3 / 57
Constraints from the supernovae data
Supernovae (SNe) and dark energy2
SNe Ia remain, at present, the most direct and mature method of probingthe dark energy due to several decades of intensive study and use incosmology.Thought to be the result of the thermonuclear destruction of an accretingCO white dwarf star approaching the Chandrasekhar mass limit, they arestandardizable candles which explode with nearly the same brightnesseverywhere in the universe due to the uniformity of the triggering massand hence the available nuclear fuel.Their cosmological use exploits simple empirical relations between theirluminosity and other parameters.
2M. Sullivan et al., Astrophys. J. 737, 102 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 4 / 57
Constraints from the supernovae data
The Supernova Legacy Survey (SNLS)3
The Canada-France-Hawaii Telescope (CFHT) Legacy Survey Super-nova Program (SNLS) primary goal was to measure the equation of stateof dark energy. It was designed to precisely measure several hundredType Ia supernovae at redshifts between about 0.3 and unity.
The SNLS survey consisted of:A large imaging survey at CFHT: Between 2003 and 2008, the CFHTLegacy Survey detected and monitored about 1000 SNe.A large spectroscopic survey: About 500 high-redshift Type Ia SNe wereobserved on 8 m class telescopes (Gemini, VLT, Keck). The primarygoal was to obtain supernova identification and redshift. Detailed spec-troscopy of a subsample of distant SNe was also done to validate the useof Type Ia SNe as cosmological candles.
3See http://cfht.hawaii.edu/SNLS/.L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 5 / 57
Constraints from the supernovae data
A supernova explosion in a distant galaxy
A supernova at z = 0.28 discovered by SNLS4. The supernova appears in theleft image at maximum light and on the right is an image after the supernovahas faded.
4C. J. Pritchet et al., arXiv:astro-ph/0406242.L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 6 / 57
Constraints from the supernovae data
SNLS3 and other data sets5
The SNe Ia samples are divided into two categories: those discoveredand confirmed by SNLS, and those taken from the literature which sampledifferent redshift ranges to SNLS.The complete data set consists of 242 well-sampled SNe Ia over 0.08 <z < 1.06 from the SNLS together with a large literature sample: 123 SNeIa at low-redshift, 14 SNe Ia at z & 0.8 from the Hubble Space Telescope,and 93 SNe Ia at intermediate redshift from the first year of the SDSS-IISN search.The advantages of the enlarged SNLS data set are multiple. Most obvi-ously, this represents a threefold increase in the SNLS sample size com-pared to the first year SNLS cosmological analysis, and as such providesa significant improvement in the statistical precision of the cosmologicalconstraints.Moreover, the enlarged data set allows sources of potential astrophysicalsystematics to be examined by dividing our SN Ia sample according toproperties of either the SN or its environment.
5M. Sullivan et al., Astrophys. J. 737, 102 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 7 / 57
Constraints from the supernovae data
Constraints on the background parameters6
All the results from SNLS3 are consistent with a spatially flat, w = −1 uni-verse.
The results for a flat universe with a constant dark energy equation of stateare
Ωm = 0.269± 0.015,
w = −1.061+0.069−0.068,
and, relaxing the assumption of spatial flatness,
Ωm = 0.271± 0.015,
Ωk = −0.002± 0.006,
w = −1.069+0.091−0.092,
including external constraints from WMAP7 and SDSS DR7 and a prior onH0.
6M. Sullivan et al., Astrophys. J. 737, 102 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 8 / 57
Constraints from the supernovae data
Constraints in the spatially flat case
0.1 0.2 0.3 0.4 0.5Ωm
1.4
1.2
1.0
0.8
0.6
0.4
w
H0
SNLS3
SDSS DR7 LRGs
WMAP7 + ...
Confidence contours on the cosmological parameters Ωm and w assuming a flat uni-verse, produced using the CosmoMC program7. The SNLS3 contours are in blue, theSDSS DR7 LRG contours in green, and the H0 prior in red. WMAP7 constraints areincluded in all contours. The combined constraints are shown in grey.
7M. Sullivan et al., Astrophys. J. 737, 102 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 9 / 57
Constraints from the supernovae data
Constraints in the non-flat case
0.1 0.2 0.3 0.4 0.5Ωm
2.00
1.75
1.50
1.25
1.00
0.75
0.50
0.25
w
H0
SNLS3
SDSS DR7 LRGs
0.1 0.2 0.3 0.4 0.5Ωm
0.50
0.55
0.60
0.65
0.70
0.75
0.80
0.85
0.90
ΩD
E
H0
SNLS3
SDSS DR7 LRGs
0.1 0.2 0.3 0.4 0.5Ωm
0.04
0.02
0.00
0.02
0.04
Ωk
H0SNLS3
SDSS DR7 LRGs
WMAP7 + ...
Confidence contours on the cosmological parameters Ωm, ΩDE
, Ωk, and w,with the same choice of colors to represent the different data sets as in theprevious figure8.
8M. Sullivan et al., Astrophys. J. 737, 102 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 10 / 57
Constraints from the supernovae data
Parameterizing the variation in dark energyThe variation in the dark energy is usually parametrized as9
w(a) = w0 + wa (1− a),
with the cosmological constant being equivalent to w0 = 1 and wa = 0.
Upon assuming a spatially flat universe, the best fit values and the 1-σ devia-tions of the parameters (Ωm, w0, wa) prove to be10
Ωm = 0.271+0.015−0.015,
w0 = −0.905+0.196−0.196,
wa = −0.984+1.094−1.097.
In other words, there is no evidence for a deviation from the cosmologicalconstant.
9M. Chevallier and D. Polarski, Int. J. Mod. Phys. D, 10, 213 (2001);E. V. Linder, E. V. 2003, Phys. Rev. Lett. 90, 091301 (2003).
10M. Sullivan et al., Astrophys. J. 737, 102 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 11 / 57
Constraints from the supernovae data
Constraints on the variation in dark energy
0.20 0.25 0.30 0.35Ωm
1.50
1.25
1.00
0.75
0.50
0.25
w0
1.5 1.0 0.5w0
4
3
2
1
0
1
2
wa
SNLS3+SDSS DR7 LRGs+WMAP7+H0 (Flat)
Combined confidence contours in Ωm, w0 and wa using SNLS3, WMAP7,SDSS DR7 LRGs, and a prior on H0. A flat universe is assumed, and a priorof w0 + wa ≤ 0 has been enforced—any apparent discrepancy with this prioris a result of smoothening the CosmoMC output11.
11M. Sullivan et al., Astrophys. J. 737, 102 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 12 / 57
Constraints from the supernovae data
The dark energy survey
Expected constraints from the dark energy survey12.12From https://www.darkenergysurvey.org/reports/proposal-standalone.pdf.
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 13 / 57
Constraints from Planck The observed angular power spectra
The Planck missionPlanck’s scientific payload contained an array of 74 detectors in nine fre-quency bands sensitive to frequencies between 25 and 1000 GHz, whichscanned the sky with angular resolution between 33′ and 5′.Planck had carried a Low Frequency Instrument (LFI) and a High Fre-quency Instrument (HFI). The detectors of the LFI were pseudo-correlationradiometers, covering bands centered at 30, 44, and 70 GHz. The detec-tors of the HFI were bolometers, covering bands centered at 100, 143,217, 353, 545, and 857 GHz.Planck imaged the whole sky twice in one year, with a combination of sen-sitivity, angular resolution, and frequency coverage never before achieved.
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 14 / 57
Constraints from Planck The observed angular power spectra
CMB anisotropies as seen by Planck
CMB intensity map at 5′ resolution derived from the joint analysis of Planck,WMAP, and 408 MHz observations13.
13P. A. R. Ade et al., arXiv:1502.01582 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 15 / 57
Constraints from Planck The observed angular power spectra
CMB TT angular power spectrum from Planck14
0
1000
2000
3000
4000
5000
6000
DT
T`
[µK
2]
30 500 1000 1500 2000 2500`
-60-3003060
D
TT
`
2 10-600-300
0300600
The CMB TT angular power spectrum from the Planck 2015 data (the bluedots with error bars) and the theoretical, best fit ΛCDM model with a powerlaw primordial spectrum (the solid red curve).
14P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 16 / 57
Constraints from Planck The observed angular power spectra
CMB TE and EE angular power spectra from Planck15
-140
-70
0
70
140
DT
E`
[µK
2]
30 500 1000 1500 2000
`
-100
10
D
TE
`
0
20
40
60
80
100
CEE
`[1
05µK
2]
30 500 1000 1500 2000
`
-404
CE
E`
The CMB TE (on the left) and EE (on the right) angular power spectra fromthe Planck 2015 data (the blue dots with error bars) and the theoretical, bestfit ΛCDM model with a power law primordial spectrum (the solid red curves).
15P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 17 / 57
Constraints from Planck The observed angular power spectra
Best fit values of the cosmological parameters16
Parameter TT+lowP TT+lowP+lensing TT+lowP+BAO TT,TE,EE+lowP
Ωbh2 0.02222± 0.00023 0.02226± 0.00023 0.02226± 0.00020 0.02225± 0.00016
Ωch2 0.1197± 0.0022 0.1186± 0.0020 0.1190± 0.0013 0.1198± 0.0015
100θMC 1.04085± 0.00047 1.04103± 0.00046 1.04095± 0.00041 1.04077± 0.00032τ 0.078± 0.019 0.066± 0.016 0.080± 0.017 0.079± 0.017
ln(1010As) 3.089± 0.036 3.062± 0.029 3.093± 0.034 3.094± 0.034ns 0.9655± 0.0062 0.9677± 0.0060 0.9673± 0.0045 0.9645± 0.0049
H0 67.31± 0.96 67.81± 0.92 67.63± 0.57 67.27± 0.66Ωm 0.315± 0.013 0.308± 0.012 0.3104± 0.0076 0.3156± 0.0091
Confidence limits on the parameters of the base ΛCDM model, for variouscombinations of the Planck 2015 data, at the 68% confidence level.
16P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 18 / 57
Constraints from Planck Constraints on the background cosmological parameters
Tension regarding H0
Comparison of the H0 measurements, with estimates of ±1-σ errors, from anumber of techniques17. These are compared with the spatially flat ΛCDMmodel constraints from Planck and WMAP9.
17P. A. R. Ade et al., arXiv:1303.5076 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 19 / 57
Constraints from Planck Constraints on dark energy
Why is the CMB relevant for dark energy?18
1 Change the expansion history and hence distance to the last scattering surface,with a shift in the peaks, sometimes referred to as a geometrical projection effect
2 Cause the decay of gravitational potentials at late times, affecting the low-multipoleCMB anisotropies through the integrated Sachs-Wolfe (ISW) effect
3 Enhance the cross-correlation between the CMB and large-scale structure, throughthe ISW effect
4 Change the lensing potential, through additional DE perturbations or modifica-tions of GR
5 Modify the lensing B-mode contribution, through changes in the lensing potential6 Modify the primordial B-mode amplitude and scale dependence, by changing the
sound speed of gravitational waves
18P. A. R. Ade et al., arXiv:1502.01590 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 20 / 57
Constraints from Planck Constraints on dark energy
Constraints on the dark energy parameters
−2 −1 0 1
w0
−3
−2
−1
0
1
2
wa
Planck+BSH
Planck+WL
Planck+BAO/RSD
Planck+WL+BAO/RSD
Marginalized posterior distributions of the (w0,wa) parameterization for variousdata combinations19.
19P. A. R. Ade et al., arXiv:1502.01590 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 21 / 57
Constraints from Planck Constraints on dark energy
Evolution of the equation of state20
0 1 2 3 4 5
z
−1.5
−1.0
−0.5
0.0
w(z
)
Planck+BSH
Planck+WL+BAO/RSD
Reconstructed equation of state w(z) as a function of redshift, when assuminga Taylor expansion of w(z) to first order, for different combinations of the datasets. The colored areas show the regions which contain 95 % of the models.
20P. A. R. Ade et al., arXiv:1502.01590 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 22 / 57
Constraints from Planck Constraints on inflation
The scalar spectral index and running21
For the base ΛCDM model with a power law power spectrum of curvatureperturbations, the constraint on the scalar spectral index, ns, with the Planckfull mission temperature data is
ns = 0.9655± 0.0062 (68 % CL, Planck TT + low P).
The running of the scalar spectral index is constrained by the Planck 2015 fullmission temperature data to
dns
d ln k= −0.0084± 0.0082 (68 % CL, Planck TT + low P).
The combined constraint including high-` polarization is
dns
d ln k= −0.0057± 0.0071 (68 % CL, Planck TT, TE, EE + low P).
Adding the Planck CMB lensing data to the temperature data further reducesthe central value for the running, i.e. dns/d ln k = −0.0033± 0.0074 (68 % CL,Planck TT + low P+ lensing).
21P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 23 / 57
Constraints from Planck Constraints on inflation
Joint constraints on the spectral index and running22
0.92 0.94 0.96 0.98 1.00ns
−0.0
40.0
00.
04
Ru
nn
ing
spec
tral
ind
exdn
s/d
lnk
Planck 2013
Planck TT+lowP
Planck TT,TE,EE+lowP
Marginalized joint 68 % and 95 % CL for (ns,dns/d ln k) using Planck TT +low P and Planck TT, TE, EE + low P. The thin black stripe shows the predictionfor single field monomial chaotic inflationary models with 50 < N∗ < 60.
22P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 24 / 57
Constraints from Planck Constraints on inflation
Constraints on the tensor-to-scalar ratio r23
The constraints on the tensor-to-scalar ratio inferred from the Planck full mis-sion data for the ΛCDM + r model are:
r0.002 < 0.10 (95 % CL, Planck TT + low P),r0.002 < 0.11 (95 % CL, Planck TT + low P + lensing),r0.002 < 0.11 (95 % CL, Planck TT + low P + BAO),r0.002 < 0.10 (95 % CL, Planck TT, TE, EE + low P).
23P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 25 / 57
Constraints from Planck Constraints on inflation
Spectral index and running with tensors24
0.92 0.94 0.96 0.98 1.00ns
−0.0
40.0
00.
04
Ru
nn
ing
spec
tral
ind
exdn
s/d
lnk
Planck 2013
Planck TT+lowP
Planck TT,TE,EE+lowP
Marginalized joint confidence contours for (ns,dns/d ln k), at the 68 % and95 % CL, in the presence of a non-zero tensor contribution, and using PlanckTT + low P or Planck TT, TE, EE + low P.
24P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 26 / 57
Constraints from Planck Constraints on inflation
Joint constraints on r and ns25
0.94 0.96 0.98 1.00
Primordial tilt (ns)
0.0
00.
150.3
0
Ten
sor
tosc
alar
rati
or
Planck 2013
Planck TT+lowP
Planck TT,TE,EE+lowP
Marginalized joint confidence contours for (ns, r), at the 68 % and 95 % CL, inthe presence of running of the spectral indices, and for the same combinationsof data as in the previous figure.
25P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 27 / 57
Constraints from Planck Constraints on inflation
Constraints on the slow roll parameters26
0.00 0.02 0.04 0.06 0.08ε2
0.00
00.
008
0.01
6
ε 1
Convex
Concave
Planck 2013 Planck TT+lowP Planck TT,TE,EE+lowP
−0.04 −0.02 0.00 0.02ηV
0.00
00.
008
0.01
6
ε V
ConvexConcave
Joint 68 % and 95 % CL regions for (ε1, ε2) (top panel) and (εV, η
V) (bottom
panel) for Planck TT + low P (red contours), Planck TT, TE, EE + low P (bluecontours), and compared with the Planck 2013 results (grey contours).
26P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 28 / 57
Constraints from Planck Constraints on inflation
Performance of models in the ns-r plane27
Marginalized joint 68 % and 95 % CL regions for ns and r0.002 from Planck incombination with other data sets, compared to the theoretical predictions ofselected inflationary models.
27P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 29 / 57
Constraints from Planck Constraints on inflation
Constraints upon inclusion of BICEP data28
Marginalized joint 68 % and 95 % CL regions for ns and r0.002 from Planckalone and in combination with its cross-correlation with BICEP2/Keck Arrayand/or BAO data compared with the theoretical predictions of selected infla-tionary models.
28P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 30 / 57
Constraints from Planck Constraints on inflation
Power spectra with features29
1
2
3
0.0001 0.001 0.01 0.1
10
9 P
R(k
)
k [Mpc-1] Primordial power spectra with features that lead to an improved fit to the datathan the conventional, nearly scale, invariant spectra.
29P. A. R. Ade et al., arXiv:1502.02114 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 31 / 57
Constraints from Planck Constraints on non-Gaussianities
Template bispectraFor comparison with the observations, the scalar bispectrum is often expressedin terms of the parameters f loc
NL, f eq
NLand forth
NLas follows:
GRRR(k1,k2,k3) = floc
NLG
locRRR(k1,k2,k3) + f
eq
NLG
eqRRR(k1,k2,k3) + f
orth
NLG
orthRRR(k1,k2,k3).
Illustration of the three template basis bispectra30.30E. Komatsu, Class. Quantum Grav. 27, 124010 (2010).
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 32 / 57
Constraints from Planck Constraints on non-Gaussianities
The theoretical CMB TTT angular bispectrum
Theoretical predictions for the reduced bispectrum of the CMB, with inflation-ary models involving non-Gaussianities of local (left), equilateral (center) andorthogonal (right) type31.
31F. Leclercq, A. Pisani, B. D. Wandelt, arXiv:1403.1260 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 33 / 57
Constraints from Planck Constraints on non-Gaussianities
The observed CMB TTT angular bispectrum
The CMB TTT angular bispectrum, as observed by Planck32.
32P. A. R. Ade et al., arXiv:1502.01592 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 34 / 57
Constraints from Planck Constraints on non-Gaussianities
Constraints on the scalar non-Gaussianity parametersThe constraints on the primordial values of the non-Gaussianity parametersfrom the Planck data are as follows33:
f locNL
= 0.8± 5.0,
f eqNL
= −4± 43,
forthNL
= −26± 21.
These constraints imply that slowly rolling single field models involving thecanonical scalar field which are favored by the data at the level of power spec-tra are also consistent with the data at the level of non-Gaussianities.
33P. A. R. Ade et al., arXiv:1502.01592 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 35 / 57
Constraints from Planck Constraints on relativistic species
Constraints on the neutrino massesThe constraints on the sum of the neutrino masses, assuming three speciesof degenerate massive neutrinos, are as follows34:∑
mν < 0.72 eV (95 % CL, Planck TT + low P),∑mν < 0.21 eV (95 % CL, Planck TT + low P + BAO),∑mν < 0.49 eV (95 % CL, Planck TT, TE, EE + low P),∑mν < 0.17 eV (95 % CL, Planck TT, TE, EE + low P + BAO).
34P. A. R. Ade et al., arXiv:1502.01589 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 36 / 57
Constraints from Planck Constraints on relativistic species
Constraints on the number of relativistic speciesThe constraints on the sum of the number of relativistic species are as fol-lows35:
Neff = 3.13± 0.32 (68 % CL, Planck TT + low P),Neff = 3.15± 0.23 (68 % CL, Planck TT + low P + BAO),Neff = 2.99± 0.20 (68 % CL, Planck TT, TE, EE + low P),Neff = 3.04± 0.18 (68 % CL, Planck TT, TE, EE + low P + BAO).
A significant density of additional radiation still seems to be allowed.
35P. A. R. Ade et al., arXiv:1502.01589 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 37 / 57
Constraints from the BAO data
Baryon Acoustic Oscillations (BAO)
Snapshots of an evolving spherical density perturbation before and after de-coupling36.
36D. J. Eisenstein, H.-J. Seo and M. White, Astrophys. J. 664, 660 (2007),B. A. Bassett and R. Hlozek, arXiv:0910.5224 [astro-ph.CO].
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 38 / 57
Constraints from the BAO data
The scale of BAOThe BAO are frozen relics left over from the pre-decoupling universe.
The scale of BAO is set by the comoving size of the sound horizon at decou-pling, which is given by
rs =c√3
tdec∫0
dt
a(t).
For zdec ' 1100, one finds that rs ' 150 Mpc.
One finds that the sound horizon can be approximated, around the WMAP5best-fit location as37
rs(zd) = 153.5
(Ωb h
2
0.02273
)−0.134 (Ωm h2
0.1326
)−0.255
Mpc.
37E. Komatsu et al., Astrophys. J. Suppl. 180, 330 (2009).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 39 / 57
Constraints from the BAO data
BAO in real space38
The Baryon Acoustic Peak (BAP) in the correlation function—the BAP is visible in theclustering of the SDSS LRG galaxy sample, and is sensitive to the matter density[shown are models with Ωm h
2 = 0.12 (top), 0.13 (second) and 0.14 (third), all withΩb h
2 = 0.024]. The bottom line without a BAP is the correlation function in the pureCDM model, with Ωb = 0.
38D. J. Eisenstein et al., Astrophys. J. 633, 560 (2005).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 40 / 57
Constraints from the BAO data
BAO in the WiggleZ survey
0 50 100 150 200
s [h−1 Mpc]
−60
−40
−20
0
20
40
60
80
s2ξ 0
[h−2
Mpc2
]
0.2<z<0.6
no reconstructionreconstructed
0 50 100 150 200
s [h−1 Mpc]
−60
−40
−20
0
20
40
60
80
s2ξ 0
[h−2
Mpc2
]
0.4<z<0.8
no reconstructionreconstructed
0 50 100 150 200
s [h−1 Mpc]
−60
−40
−20
0
20
40
60
80
s2ξ 0
[h−2
Mpc2
]
0.6<z<1.0
no reconstructionreconstructed
0 50 100 150 200
s [h−1 Mpc]
−60
−40
−20
0
20
40
60
80
s2ξ 0
[h−2
Mpc2
]
0.2<z<1
no reconstructionreconstructed
The WiggleZ two-point correlation functions (red squares) for three redshifts bins andthe full z range. These are plotted as ξ s2 to emphasize the feature39.
39E. A. Kazin et al., Mon. Not. Roy. Astron. Soc. 441, 3524 (2014).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 41 / 57
Constraints from the BAO data
Fourier pairs ξ(r) and P (k)
100 150 200 2500
0.2
0.4
0.6
0.8
1
r
ξ(r)
0 0.1 0.2 0.3 0.4−1.5
−1
−0.5
0
0.5
1
1.5
k
P(k)
Schematic illustration of the Fourier pairs ξ(r) and P (k). A sharp peak in thecorrelation function (left panel) corresponds to a series of oscillations in thepower spectrum (right panel). The BAP in the correlation function will inducecharacteristic BAO in the power spectrum40.
40B. A. Bassett and R. Hlozek, arXiv:0910.5224 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 42 / 57
Constraints from the BAO data
BAO in Fourier space41
BAO in the SDSS power spectra—the BAP of the previous figure now becomes aseries of oscillations in the matter power spectrum of the SDSS sample. The solidlines show the ΛCDM fits to the WMAP3 data, while the dashed lines include nonlinearcorrections.
41M. Tegmark et al., Phys. Rev. D 74, 123507 (2006).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 43 / 57
Constraints from the BAO data
BAO in the SDSS power spectra42
BAO recovered from the SDSS Data (release 7galaxy sample) for each of the redshifts slices (solidcircles with 1-σ error bars). These are comparedwith BAO in the default ΛCDM model (solid lines).
42W. Percival et al., arXiv:0907.1660 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 44 / 57
Constraints from the BAO data
BAO as a standard ruler
The radial length of an object is given by cdz/H(z) where dz is the difference inredshift between the front and back of the object, while the transverse size of theobject is dA(z) θ and θ is its angular size. If one knows that the object is spherical (butdoes not know the actual diameter), then one can determine the product dA(z)H(z)
from measuring dz/θ. If, as in the case of BAO, one can theoretically determine thediameter, one has the bonus of finding dA(z) and H(z) separately43.
43B. A. Bassett and R. Hlozek, arXiv:0910.5224 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 45 / 57
Constraints from the BAO data
BAO surveysBAO surveys measure the distance ratio
dz =rs(zdrag)
DV
(z),
where rs(zdrag) is the comoving sound horizon at the baryon drag epoch(when baryons became dynamically decoupled from the photons) and DV(z)is a combination of the angular diameter distance, dA(z), and the Hubble pa-rameter, H(z), appropriate for the analysis of spherically-averaged two-pointstatistics:
DV(z) =
[(1 + z)2 d2
A(z) c z
H(z)
]1/3
.
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 46 / 57
Constraints from the BAO data
Constraints from WiggleZ
64.5 66.0 67.5 69.0 70.5H0
0.28
0.30
0.32
0.34
0.36
Ωm
ΛCDM
60 63 66 69 72H0
−0.024
−0.016
−0.008
0.000
0.008
ΩK
oΛCDM
50 60 70 80 90 100H0
−2.0
−1.6
−1.2
−0.8
−0.4
w
wCDM
−3.0 −2.5 −2.0 −1.5 −1.0 −0.5w
−0.045
−0.030
−0.015
0.000
0.015
ΩK
owCDM
CMB
CMB, 6dF
CMB, WiggleZ pre-recon
CMB, WiggleZ post-recon
CMB, WiggleZ, 6dFGS
Marginalized joint confidence regions of cosmological parameter pairs from the Wig-gleZ survey and the CMB (Planck 2013 + WMAP9 polarization) data44.
44E. A. Kazin et al., Mon. Not. Roy. Astron. Soc. 441, 3524 (2014).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 47 / 57
Constraints from the BAO data
Constraints from BAO surveys and Planck
0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8
z
0.90
0.95
1.00
1.05
1.10
(DV/
r dra
g)/
(DV/
r dra
g) P
lan
ck
6DFGS
SDSS MGS
BOSS LOWZBOSS CMASS
WiggleZ
Acoustic scale distance ratio rs/DV(z) divided by the distance ratio of the
Planck base ΛCDM model45. The grey bands shows the approximate 68%and 95% ranges allowed by Planck.
45P. A. R. Ade et al., arXiv:1502.01589 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 48 / 57
Beyond the standard model Low ` anamolies in the CMB data
Hemispherical asymmetry: Prior to PlanckWith the first year WMAP data, it was discovered that the angular powerspectrum, when estimated locally at different positions on the sphere,appears not to be isotropic46.In particular, the power spectrum calculated for a hemisphere centeredat (θ, φ) = (110, 237) (in galactic co-latitude and longitude) was largerthan when calculated in the opposite hemisphere over the multipole range` = 2–40.
46H. K. Eriksen, F. K. Hansen, A. J. Banday, K. M. Gorski and P.B. Lilje, Astrophys. J. 605, 14 (2004);F. K. Hansen, A. J. Banday and K. M. Gorski, Mon. Not. Roy. Astron. Soc. 354, 641 (2004).
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 49 / 57
Beyond the standard model Low ` anamolies in the CMB data
Hemispherical asymmetry: Planck 2013
The two-point (upper left), pseudo-collapsed (upper right), equilateral three-point (lowerleft), and rhombic four-point (lower right) correlation functions (Nside = 64). Correlationfunctions are shown for the analysis performed on northern (blue) and southern (red)hemispheres determined in the ecliptic coordinate frame47.
47P. A. R. Ade et al., arXiv:1303.5083 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 50 / 57
Beyond the standard model Distance duality relation
The distance-duality relationIn any metric theory of gravity, the luminosity distance dL(z) and the angulardiameter distance d
A(z) are related as follows48:
dL(z) = (1 + z)2 dA(z).
While this relation is impervious to gravitational lensing, it depends cruciallyon photon conservation. The distance-duality relation can become a powerfultest of a wide range of both exotic and fairly mundane physics49.
48J. M. H. Etherington, Phil. Mag. 15, 761 (1933).49B. A. Bassett and M. Kunz, Phys. Rev. D 69, 101305 (2014).
L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 51 / 57
Beyond the standard model Distance duality relation
Constraints on the distance-duality relation
0.0 0.5 1.0 1.5 2.0
0.0
0.5
1.0
1.5
2.0
2.5
z
Η
ΗVI
ΗV
0.0 0.5 1.0 1.5 2.00.0
0.5
1.0
1.5
2.0
z
Η
ΗVI
ΗV
Constraints on the ratio η(z) = dL/[d
A(1 + z)2] from the supernovae and the
BAO data50.
50R. Nair, S. Jhingan and D. Jain, JCAP 1105, 023 (2011).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 52 / 57
Beyond the standard model The growth rate
The growth rateThe growth rate f(z) is defined through the relation51
f(z) =d ln δ
d ln a,
where δ(a) denotes the perturbation in the dark matter.
Recall that, in the matter dominated epoch, δ ∝ a.
51See, for instance, M. J. Mortonson, D. H. Weinberg and M. White, arXiv:1401.0046 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 53 / 57
Beyond the standard model The growth rate
The growth indexThe so-called growth index γ is defined through the relation52
g(a) = exp
∫d ln a [Ωγm(a)− 1] ,
where g = δ(a)/a, with δ denoting the perturbation in the dark matter. Withingeneral relativity and in the standard ΛCDM model, it is found that γ ' 0.55.
The growth rate is known to be different when there is variation in the darkenergy and in different models of gravity.
52E. V. Linder, Phys. Rev. D 72, 043529 (2005).L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 54 / 57
Beyond the standard model The growth rate
Constraints from Euclid on the growth rate
0.0 0.5 1.0 1.5 2.0
0.3
0.4
0.5
0.6
0.7
z
fHzLΣ
8HzL
Forecasts of the errors expected on the growth rate (dark-blue error bars), expressedthrough the bias-free combination f(z)σ8(z), obtainable from the Euclid redshift sur-vey53. The solid black line represents the fiducial f(z)σ8(z), computed for the standardcosmology, while the dashed green line shows the growth in a DGP model. The ma-genta and pink error bars are measurements from past and the recent WiggleZ survey.
53E. Majerotto et al., arXiv:1205.6215 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 55 / 57
Summary
Summary
The six parameter base ΛCDM model continues to provide a very goodmatch to the more extensive 2015 Planck data, including polarization.The 2015 Planck TT, TE, EE, and lensing spectra are consistent witheach other under the assumption of the base ΛCDM cosmology.All of the BAO measurements are compatible with the base ΛCDM pa-rameters from Planck54.
54P. A. R. Ade et al., arXiv:1502.01589 [astro-ph.CO].L. Sriramkumar (IIT Madras, Chennai) Constraints on the standard cosmological model March 3, 2015 56 / 57
Thank you for your attention