Probing the anisotropic local Universe and beyond with SNe Ia data
Mon. Not. R. Astron. Soc. 414, 264–271 (2011)
doi:10.1111/j.1365-2966.2011.18402.x
Probing the anisotropic local Universe and beyond with SNe Ia data
Jacques Colin,1 Roya Mohayaee,1 Subir Sarkar2 and Arman Shafieloo2,3
1 UPMC, CNRS, Institut d’Astrophysique de Paris, 98 bis Bd. Arago, Paris 75014, France
2 Rudolf Peierls Centre for Theoretical Physics, University of Oxford, 1 Keble Road, Oxford OX1 3NP
3 Institute for the Early Universe, Ewha Womans University, Seoul 120-750, South Korea
Accepted 2011 January 20. Received 2011 January 20; in original form 2010 December 11
ABSTRACT
Key words: cosmic background radiation – cosmological parameters – cosmology: theory
– dark energy – large-scale sctructure of Universe.
1 I N T RO D U C T I O N
Modern cosmology is founded on the cosmological principle which
assumes that the Universe is homogeneous and isotropic. The local
Universe is, however, observed to be anisotropic and inhomogeneous, exhibiting the ‘cosmic web’ of voids and superclusters. This
presumably causes the Local Group of galaxies move towards a preferred direction = 276◦ ± 3◦ , b = 30◦ ± 2◦ at 627 ± 22 km s−1 ,
as inferred from the dipole anisotropy of the cosmic microwave
background (CMB) radiation (Kogut et al. 1993).
On the other hand, the overall isotropy of the CMB (barring the
dipole anisotropy due to our local motion) provides strong evidence
for an isotropic universe on very large scales.1 Where does the transition between these two regimes occur? While high-quality data
E-mail:
1 The WMAP observations of anomalies in large-angle anisotropies in the
CMB, e.g. the hemispherical asymmetry (Eriksen et al. 2004) and the unexpected quadrupole–octupole alignment (de Oliveira-Costa et al. 2004), have
led many to question whether the CMB is indeed statistically isotropic (e.g.
Copi et al. 2007). However, others have argued that these anomalies may
simply be due to the manner in which the galactic foreground was masked
exist at low redshifts and the CMB provides reliable information
at very high redshifts, the data are rather sparse and mainly of
poor quality on the intermediate scales of interest. Here the SNe Ia
Hubble diagram is the key source of information, and so we use
the comprehensive Union 2 catalogue (Amanullah et al. 2010) to
investigate these important questions.
SNe Ia data have been examined previously to test the isotropy
of the Universe (Kolatt & Lahav 2001; Bonvin, Durrer & Kunz
2006; Gordon, Land & Slosar 2007; Schwarz & Weinhorst 2007;
Gupta, Saini & Laskar 2008; Koivisto & Mota 2008a,b; Blomqvist,
Enander & Mortsell 2008; Cooray, Holz & Caldwell 2010; Gupta
& Saini 2010; Koivisto et al. 2011) and to determine whether the
Universe accelerates differently in different directions. Recently, a
marginal (1σ ) detection of anisotropy has been reported on spatial
scales where dark energy becomes important (Cooke & LyndenBell 2010; Antoniou & Perivolaropoulos 2010). Clearly, betterquality and more complete surveys are needed before any firm
conclusions can be drawn. However, although these detections are
not significant by themselves, a puzzling and perhaps accidental
(Pontzen & Peiris 2010). We look to forthcoming observations by Planck to
resolve this contentious issue.
C 2011 The Authors
C 2011 RAS
Monthly Notices of the Royal Astronomical Society
The question of the transition to global isotropy from our anisotropic local universe is studied
using the Union 2 catalogue of Type Ia supernovae (SNe Ia). We construct a ‘residual’ statistic
sensitive to systematic shifts in their brightness in different directions and use this to search
in different redshift slices for a preferred direction on the sky in which the SNe Ia are brighter
or fainter relative to the standard cold dark matter (CDM) cosmology. At low redshift
(z < 0.05), we find that an isotropic model such as CDM is barely consistent with the SNe Ia
data at 2σ –3σ . A maximum-likelihood analysis of peculiar velocities confirms this finding –
there is a bulk flow of 260 km s−1 extending out to z ∼ 0.06, which disagrees with CDM
at 1σ –2σ . Since the Shapley concentration is believed to be largely responsible for this bulk
flow, we make a detailed study of the infall region: the SNe Ia falling away from the Local
Group towards Shapley are indeed significantly dimmer than those falling towards us on to
Shapley. Convergence to the CMB rest frame must occur well beyond Shapley (z > 0.06) so
this low-redshift bulk flow will systematically bias any reconstruction of the expansion history
of the Universe. At higher redshifts z > 0.15 the agreement between the SNe Ia data and the
CDM model does improve, however, the sparseness and low quality of the data mean that
the latter cannot be singled out as the preferred cosmological model.
Probing the anisotropic Universe with SNe Ia
265
feature is the alignment of the detected anisotropy with the CMB
dipole direction. In this work, we demonstrate that the alignment
at low redshift is due to the attraction of huge structures such as
the Shapley supercluster. At high redshift, the alignment seems to
become statistically insignificant but given the sparse and poorquality data, no strong conclusions can be drawn.
On small scales, the CMB dipole and the bulk flow are aligned,
which is unsurprising as the common source of both these motions
is very likely the anisotropic distribution of matter in the local
Universe. However, a bulk flow much larger than expected has
been found extending out to at least 120 Mpc (Watkins, Feldman &
Hudson J 2009; Lavaux et al. 2010),2 which is a ∼2σ –3σ fluctuation
in a cold dark matter (CDM) model since convergence to the
CMB rest frame ought to occur at much smaller scales in this
model. At low redshifts, we study the bulk flow using two different
methods: first by a method of ‘smoothing and residuals’ (Sections 3
and 4) and secondly by a maximum likelihood analysis (Section 5).
We show that these two methods are in good agreement at small
redshifts (z < 0.05) and confirm that there is indeed a discrepancy
between the CDM model prediction for the bulk flow and the
SNe Ia observations.
The Shapley concentration at z 0.035–0.055 is believed to be
the main source of our large bulk motion. We study the infall region
around Shapley (Section 6) and demonstrate that SNe Ia beyond
Shapley are systematically brighter than expected in an isotropic
universe (as they are falling towards Shapley), while SNe Ia between
the Local Group and Shapley are systematically dimmer (as they
are also falling towards Shapley, but away from us). This result is
obtained using our smoothing and residuals scheme.
At high redshift, the χ 2 statistic cannot be used since the bulk
flow becomes small relative to the Hubble expansion rate. Using
the method of smoothing and residuals for z > 0.05 we find that an
isotropic model such as CDM is consistent with the data. However,
the poor quality of the data means that aniso (...truncated)