indo-uk scientific seminar: confronting particle-cosmology with planck & lhc iucaa: 10-12 aug,...

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Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters Using Planck Clusters for for Cosmology and Calibration Cosmology and Calibration Subha Majumdar Tata Institute of Fundamental Research, Mumbai

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Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: Aug, 2011 The basics of SZ Effect...

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Page 1: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Using Planck Clusters Using Planck Clusters forfor

Cosmology and Calibration Cosmology and Calibration

Subha Majumdar

Tata Institute of Fundamental Research, Mumbai

Page 2: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

What can we do with Planck clusters ?

There are so many ways to do cosmology with clusters that we are spoilt with choice (but unfortunately NOT with numbers in SZ):

Cluster countsSZ power spectrumUse clusters as rulers2D/3D P(k)Cluster gas fractionMass/Luminosity function

Calibration sample within Planck or other cluster surveys

Page 3: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

The basics of SZ Effect...

∫−−

×=

sightofline

pressuregasamplitude

clusteramplitudedependencefreqdistortion

_

)(_

Page 4: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

SZ clusters in Planck

Diego & SM10o x 10o map 145 GHz

Page 5: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Planck clusters circa Jan 2011

Page 6: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Cosmology with cluster numbers ?

22 ),(),(max

min

max

min

zMydM

zMdndMdzdVdzgC l

M

M

z

zl ∫∫= ν

22 ),(),(max

min

max

min

zMydM

zMdndMdzdVdzgC l

M

M

z

zl ∫∫= νN(>z) = F(M|z,O,sc,N,…)

For the diffuse sky:

Page 7: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Cosmology with cluster numbers ?

Only cosmology F(M|…) = 1

Uncertain F(M|O..) locally Also need to knowz behaviour of F

Page 8: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

The ‘really’ big question…How many clusters will Planck find?

Good news: First set of Planck papers already has cluster catalog. Planckis indeed giving us an SZ selected all sky cluster catalog. Companion Planckpapers have studied the cluster properties in details. Followup observationshave also been done. Cross calibration with optical and Xrays done.

Bad News : We hoped for much larger sample!

Bartelmann 2001 : N ~ few times 1e4Moscardini etal 2002 : Mlim ~ 3.2/h e14 for z>0.2Schaeffer & Bartelmann 2007: M>2.5/h e14 Msun between 0.2<z<0.8SM & Mohr 2004 : N ~ 20000

Reality : N ~ 1000-2000, Mlim ~ 8e14/h Msun

Page 9: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Expectations (with external mass calibration) …

0.010.1750.056

Khedekar & SM, 2011

Page 10: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Once eROSITA is launched …

XRAY SURVEYeROSITA ~ all sky.(Maybe XMM at present)

SZ SURVEYPlanck ~ all sky(also SPT/ACT ~ 2 k sq. deg.)

Find common clusters in the region of overlap between the 2 surveys. Common clusters also ideal for Xray mass calibration (since Y-M can be compared) --> so <T> should target these. SZ clusters will have first go at the z’s. ESTIMATE dA(z) for each cluster.

Page 11: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

38 clusters Chandra+ OVRO+ BIMA

Typical error on dA is ~ 25 %

Current data on dA…

Bonamente et. al. ‘06

Also Reese et. al. in ‘02

Page 12: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Xray+SZ survey synergy - making a mock dA(z) …

fwhmfwhmmbea; 16 for eROSITAcNθθθ≥′′=mock catalog of dA created from SZ + eROSITA for Nbeam=2 with 25% errors (and scatter) in dA(z).

0.2 0.4 0.6 0.8 1 1.210

13

1014

1015

1016

z

M200

[M

sol]

eROSITA detection

Planck

SPT

eROSITA temp.

Nbeam=2

Nbeam=3

Nbeam=4

.1 .2 .3 .4 .5 .6 .7 .80

500

1000

1500

2000

2500

z

dA

[Mpc]

Page 13: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Planck(dN/dz) + overlap with eROSITA effect of various datasets… Nbeam=2, 3, 4

0.22 0.24 0.26 0.28 0.3 0.32

-1.3

-1.2

-1.1

-1

-0.9

-0.8

-0.7

?m

w

Khedekar & SM 2010

Page 14: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Something different …

For the next few slides we’ll leave Planck and go to Xray surveyand use Planck cluster data as calibrator.

Something for the future: The Wide Field Xray Telescope (PI - Riccardo Giacconni)

Page 15: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Xray Isophotes and scalings…

Page 16: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

A very low scatter scaling …

Compare this with ~10% scatter of YX-M reln(with central region excised)

Given that Mgas-Mtot has very low scatter -->RI-Mtot very low scatter.

(O’Hara etal 2006)

Page 17: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Constructing a mock catalog of WFXT isophotes .

~15,000 clusters assuming a minimum of 2000 photon cts in [0.5-2.0 keV] band.

Isophotal sizes of all these clusters may be determined with a high precision (θI ≥ 10 θbeam).

~ 1% error

Khedekar, SM & Mohr, 2011

Page 18: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

First attempt at cosmology with size – temp from Xrays : Use Planck clusters as calibrators

NumberCounts only

dA from RI-Tx relation

Very conservative estimate - Unknown evolution is the killer as its completelydegenerate with w(a) when distance is measured.

Only dndzOnly dndzdA+CMBdA+CMB

Only dAOnly dAdndz + dA dndz + dA (no CMB prior)(no CMB prior)JDEM Sne (~2400)

SCP2 SNe (~560)S-T dA(z): ~20% scatter & ~10 % ∆T

S-T dA(z): 30% less scatter / ∆T

Page 19: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

More about internal calibration with Planck SZ cluster sample

And connected to it - the SZ power spectrum.

But first: lets talk Universal features in clusters.

Page 20: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Universal Profiles…

Dark Matter: The density profile of dark matter, for isolated halos, as seen in all simulations,has a universal profile. Most popular is the NFW profile. Known since late 90’s.

Gas : The density and temperature profiles of gas do no show universality.In 2010, observations showed (simulations hinted it a year before) thatthe gas pressure profile is ‘universal’.This is a big boost for SZ studies.

QuickTime™ and aTIFF (Uncompressed) decompressor

are needed to see this picture.

PU~ f(r500, P500)

P500~g(M500, r500)

Arnaud etal 2010

Based on GNFW model (Nagai etal)

All models now ‘must’ reproduce this universal profile in shape & amplitudefor any given cluster mass.

Page 21: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Planck SZ power spectrum ..

Diego & SM10o x 10o map 145 GHz 22 ),(),(max

min

max

min

zMydM

zMdndMdzdVdzgC l

M

M

z

zl ∫∫= ν

Page 22: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

More on SZ power spectrum - Importance of modelling

Comparison of analytic and simulationmodels till 2009.

CBI observations(ask Carlo)

Factor of 2 offset in SZ power --> 0.1-0.15 offset in value of sigma8 !

KS 2001

Page 23: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Current (2011) agreement to SZ Cl’s from different group ~ 20%.

To be competetive with Planck CMB constraint in sigma8 (~ = 0.01),we need to know SZ Cl to < 10% accuracy. This is not easy to do in ‘bottom up scenario’.

Ultimately, we want cluster ‘pressure template’ to be accurate to ~10-15%We also need to know how this template evolves with redshift.

----> First step- build a simple ‘phenomenological models’ andcalibrate it to SZ cluster observations (especially from within Planck).The model also needs to be computationally fast.

Note: We use Planck Y-T reln for calibration.

Page 24: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Pressure profile for the clusters -A simple, semi-analytic, phenomenological, iterative model which uses known (say Xray scaling relns) as inputs for normalization along with a non-thermal pressure component.

Compares well with Universal Pressure profile and the Y-M500 relns.Very fast and so can be efficiently used in MCMC (just for SZ Clor jointly with Xray scaling observations!) Chaudhuri & SM, 2010

Fiducial model, < 0.1 sec

Battaglia etal, ~ 1 day

Sehgal etal

Page 25: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

SZ Cls - Importance of understanding evolution of

pressure profile at high-z

Komatsu & Seljak2003 Shaw etal 2010

Page 26: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

ICM Entropy …

From Voit 2005

Entropy is fundamental because-1) determines structure of the ICM2) record the thermodynamic history of ICM.

Entropy distribution and DM potential completely determines the Xray propertiesof a relaxed cluster

The gas density and temperature profilesin this state of equilibrium are justmanifestations of its entropy distriution.

Pratt etal 2010

For clusters, Entropy: Entropy gives us an idea of the energy/particle in ICM

Page 27: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

The prescription -

A “Universal” Entropy Injection Prescription

M = 1015/h M0 M = 1014/h M0

Nath & SM 2011

Page 28: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

The Redshift Evolution of Entropy Injection

Prescription --

Needs more evolution than ‘self-similar’ scaling. At least Sinj > (1+z) -1 , i.e, Atleast

Look at this scaling:

This can come from Planck data.Infact, Planck already has the firstdata for nearby clusters. Supplemental data can come fromSPT/ACT, XMM, Chandra, eROSITAetc

Page 29: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Finally, the SZ Cl…

SZ Cl is approx 20% higher than Battaglia etal.

Can give >50k Cls in the same timevarying cosmo and gas physics.

Page 30: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Constraining inflationary models:

WMAP results fromPeiris etal 2004

CMB CMB+Clusters

Page 31: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

Summary …Planck is the first full sky SZ experiment. It will provide us with full sky SZcluster catalogs and SZ diffuse maps for power spectrum.

The cluster numbers are small that past expectations (many reasons). However,clusters alone can give competitive constraints on M and 8 compared to CMB anisotropies in Planck. Needs extra info to give constraints on ‘w’

Combined with Xray surveys, Planck clusters can trace out dA(z).

Planck clusters serve as very good calibration sample for - 1) Other dA(z) with clusters 2) Model calibrations for gas pressure profile and SZ Cl.

Page 32: Indo-UK Scientific Seminar: Confronting particle-cosmology with Planck & LHC IUCAA: 10-12 Aug, 2011 Using Planck Clusters for Cosmology and Calibration

Indo-UK Scientific Seminar:Confronting particle-cosmology with Planck & LHC

IUCAA: 10-12 Aug, 2011

THANKS…