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Modeling of the galactic polarized foreground emissions to minimize the contamination of the BB modes L. Fauvet, J.F. Macías-Pérez, F.-X. Désert 1

L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

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Modeling of the galactic polarized foreground emissions to minimize the contamination of the BB modes. L. Fauvet, J.F. Macías-Pérez, F.-X. Désert. Summary. ¤ Polarized foregrounds ¤ 3D modeling of the galaxy ¤ Contamination of the CMB data - PowerPoint PPT Presentation

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Page 1: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

Modeling of the galactic polarized foreground emissions to minimize

the contamination of the BB modes

L. Fauvet, J.F. Macías-Pérez, F.-X. Désert1

Page 2: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

2L. Fauvet Workshop FPP, 08/10/2010

¤ Polarized foregrounds

¤ 3D modeling of the galaxy ¤ Contamination of the CMB data

¤ Constraint on the galactic magnetic field with FPP

Summary

Page 3: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

3

dust emission

relativistic

electron

synchrotron emission

dust grain

starlight polarization

synchrotron emission (408 MHz) [Haslam et al, 1982]

thermal dust emission (353 GHz) [Finkbeiner et al, 1999]

L. Fauvet Workshop FPP, 08/10/2010

Galactic polarized foregrounds

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4

physical model of polarized foreground emissions depends on:

• the shape of the galactic magnetic field :

regular component : MLS or ASS

free parameter : pitch angle [Han et al, 2006]

non regular component [Han et al, 2004]

free parameter: Aturb

• the distribution of relativistic electrons , free parameter: hr

[Page et al, 2007; Sun et al, 2008]

• the distribution of dust grains

[Page et al, 2007; Paladini et al, 2007]

[Han et al, 2006]

L. Fauvet Workshop FPP, 08/10/2010

3D model of the Galaxy

Page 5: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

5

• integrating along the line of sight

polarization fraction related to the cosmic ray energy dimension slope s : ps = 0.75

idem for thermal dust

◦ thermal dust emission

pd : the polarization fraction = 0.1 [Ponthieu et al, 2005]

with:

◦ synchrotron emission

• extrapolation at various μ : βs

• extrapolation at various μ : βd

L. Fauvet Workshop FPP, 08/10/2010

3D model of the Galaxy

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6

• 408 MHz all-sky continuum survey [Haslam et al, 1982] • 5 years of WMAP data

• ARCHEOPS data at 353 GHz

likelihood maximisation :

L. Fauvet

[Hinshaw et al, 2009]

[Benoit et al, 2003]

Workshop FPP , 08/10/2010

3D model of the Galaxy : fit

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7

+ :WMAP 5 years data green to red : synchrotron emission including MLS model of magnetic field for p = -70, -30 and 50 deg

L. Fauvet Workshop FPP, 08/10/2010

3D model of the Galaxy : fit

UQ

23 GHz

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8

+ : ARCHEOPS data green to red : model of thermal dust emission including MLS model of magnetic field for p = -70, -30 and 50 deg

L. Fauvet Workshop FPP, 08/10/2010

3D model of the Galaxy : fit

Q U353 GHz

Page 9: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

9

• synchrotron emission

Aturb < 0.25 Breg

p = - 30 ± 20 deg hr < 15 kpc βs = -3.3 ± 0.1

• dust thermal emission

Aturb < 0.25 Breg

p = - 20 ± 10 deg

MLS field

L. Fauvet Workshop FPP, 08/10/2010

3D model of the Galaxy : best fit model

• constraint on the orientation of the regular component of the galactic magnetic field.

• turbulent component of the magnetic field not necessary

• consistent constraints for the two emissions

[LF, Macías-Pérez et al, A&A in press, astro-ph: 1003.4405]

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10

I WMAP

Q WMAP

U WMAP

I SYNC

Q SYNC

U SYNC

23 GHz

L. Fauvet Workshop FPP, 08/10/2010

3D model of the Galaxy : best fit model

Page 11: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

L. Fauvet

TT EE BB

TE TB EB

11

23 GHz

Workshop FPP, 08/10/2010

3D model of the Galaxy : best fit model

Page 12: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

12

I ARCH

Q ARCH

U ARCH

I DUST

Q DUST

U DUST

353 GHz

L. Fauvet Workshop FPP, 08/10/2010

3D model of the Galaxy : best fit model

Page 13: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

TT EE BB

TE TB EB

L. Fauvet13

353 GHz

Workshop FPP, 08/10/2010

3D model of the Galaxy : best fit model

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14

Contamination of the CMB data

Workshop FPP, 08/10/2010L. Fauvet

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15

from blue to black: model of galactic emission for |b| > 15, 30, 40 degred : CMB simulations, r=0.1, ΛCDM [Komatsu et al, 2010]

TE TB EB

EE BBTT

100 GHz

L. Fauvet Workshop FPP, 08/10/2010

Contamination of the CMB data : galactic cut

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16

model of galactic foreground polarized emissions for |b| > 15, 30, 40 degred : simulation of CMB, r=0.1

BB modes

L. Fauvet Workshop FPP , 08/10/2010

100 GHz

217 GHz 143 GHz

70 GHz

Contamination of the CMB data : galactic cut

Page 17: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

17

N°2

N°1P06

N°1 : cut for Q353GHz > 50 μKRJ or I353GHz > 500 μKRJ (fsky = 63 %)N°2 : cut for Q353GHz > 100 μKRJ or I353GHz > 1000 μKRJ (fsky = 41 %)N°3 : cut for Q353GHz > 300 μKRJ or I353GHz > 3000 μKRJ (fsky = 27 %)P06 : using WMAP data at 23 and 94 GHz [Gold et al, 2010]

Workshop FPP, 08/10/2010L. Fauvet

N°3

Contamination of the CMB data : masks

Page 18: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

18 Workshop FPP, 08/10/2010

TT EE BB

TE TB EB

L. Fauvet

100 GHz

from black to blue : model of galactic emission using masks N°1, N°2, N°3Orange : using P06 maskred : simulation of CMB, r=0.1, ΛCDM [Komastu et al, 2010]

Contamination of the CMB data : masks

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19

Contamination of the BB modes

We hope a residual foreground emissions contamination negligible in the error budget after component separation

with(Cl res,BB ) 2 << Svar (Cl

BB )2

C l res,

BB /

Cl fo

re, BB

(%

)

Expected residu after component separation < 3%

100 GHz

Workshop FPP, 08/10/2010L. Fauvet

Page 20: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

20 Workshop FPP, 08/10/2010L. Fauvet

sensitivity control of the systematics accurate measurement of the redondancy galactic magnetic field

• strong constraints expected on the orientation of the field lines (error on p < 5 deg)

• contribution of the turbulent magnetic field constraint ( error < 0.1 μG).

• strong constraints on the matter distribution

σPlanck = 65μK /arcmin [Planck Bluebook 2004]σFPP = 5μK /arcmin [FPP proposal] ~ 13 times better with FPP

Measurement of the galactic magnetic field with FPP

[LF, Macías-Pérez et al, submitted to A&A]

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21

Conclusions

L. Fauvet Workshop FPP, 08/10/2010

• coherent models for the diffuse polarized galactic emissions.

• useful to estimate foreground contamination to the CMB polarization.

• with FPP we could improve our knowledge of the magnetic field and the matter content of the Galaxy.

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22

contamination of the CMB data

from blue to black: model of galactic emission for |b| > 15, 30, 40 degred : simulation of CMB, r=0.3

TE TB EB

EE BBTT

143 GHz

L. Fauvet

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23

Expected constraints with Planck and B-Pol

L. Fauvet

• strong constraints expected on p, βs and βd

• no constraints expected on her and hd

r

• adding WMAP data improve the constraints

σPlanck = 65μK σB-Pol = 5μK 13 times better using B-Pol data

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24

3D model of the Galaxy

[Han et al, 2006]

• feature of the galactic magnetic field :

regular component [Han et al, 2006]

turbulent component [Han et al, 2004]

• matter distribution [Page et al, 2007]

• distribution of relativistic electrons: • distribution of dust grains

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25

Expected constraints on the galactic magnetic field with

Planck and FPP

L. Fauvet

[LF, Macías-Pérez et al, to be submitted to A&A]

Page 26: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

26

• simulations of Q and U map of Planck and WMAP 8-years data for all polarized channels :

• 4 kind of simulations : -> with or without turbulent component of the magnetic fields (Aturb = 0.25) -> with spectral index spatialy constants (βs = -3.0, βd = 1.4) or variables

• noise : gaussian random simulations [Planck Bluebook, 2004]• CMB : model ΛCDM [Komatsu et al, 2010]

-3.5 < βs <-2.8

βd = 1.4 ± 0.3

[Macías-Pérez, LF et al, in preparation] L. Fauvet

[Gold et al, 2010]

expected constraints with Planck and BPol

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27

3D model of the Galaxy : optimisation

WMAP 5 years data + synchrotron emission (from green to red) (MLS model of magnetic field and exponnential distribution of relativistic electrons)L. Fauvet

Q U23 GHz

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28

galactic profiles for various values of the latitudes the ARCHEOPS data and our model of thermal dust emission (MLS model of magnetic field and exponential distribution of dust grains)L. Fauvet

3D model of the Galaxy : optimisation353 GHz

UQ

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29

Q U

353 GHz

L. Fauvet

MLS field for different values of p

Page 30: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

Planck : ESA mission dedicated to the CMB anisotropies measurement

• large frequency range :

LFI : 30, 44, 70 GHz

HFI : 100, 143, 217, 353, 545, 857 GHz

• full-sky coverage and angular resolution of 5’

• sensitivity limited by the ability to subtract astrophysical foregrounds ~ 2.10-6K

• Ultimate measurement of the CMB temperature anisotropies

• Best possible measurement of polarization with currently available

technologies

The PLANCK mission

L. Fauvet30

PCHE meeting, 08/06/2010

Page 31: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

31

polarized foregrounds

[Gold et al, 2010]

I

Q U

L. Fauvet

WMAP 7-years, Ka band

PCHE meeting, 08/06/2010

Page 32: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

32

polarized foregrounds

instrumental noise

dust

synchrotron

free-free

galaxies

SZ (cinetic)

SZ (thermal)

CMB

synchrotron dominates at ν < 70 GHz

thermal dust dominates at ν > 70 GHzL. Fauvet PCHE meeting, 08/06/2010

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33

expected CMB measurements with Planck

EE

TT

[PLANCK Bluebook,‚the PLANCK collaboration, 2005]

L. Fauvet

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34

contamination of the CMB data

from blue to black: model of galactic emission for |b| > 15, 30, 40 degred : simulation of CMB, r=0.1

BB

L. Fauvet

100 GHz

217 GHz 143 GHz

70 GHz

Page 35: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

35

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36

MLS

ASS [Sun et al, 2008]

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37

expected constraints with Planck

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38

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39

143 GHz

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40

• non regular field at all scales

• same intensity as the regular component

• Kolmogorov spectrum [Han et al, 2006]

• 3D gaussian simulation with used a power spectrum

Aturb (dimensionless) : normalisation of the turbulent component

Bturb = (8μ0EB)1/2 with μ0 = 4π.10-

7H.m-1

3D model of the galaxy

• 1/k > 15 kpc :

C = (9.5 ± 0.3 )*10-13erg.cm-

3.kpc

α = -5/3

• 0.5 < 1/k < 15 kpc :

C = (6.8± 0.3 )*10-13erg.cm-

3.kpc

α = -0.37

[Han et al, 2006]

turbulente component

Page 41: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

41

Haslam data,MLS field for different values of Aturb

L. Fauvet

3D model of the Galaxy: optimisation

WG7 meeting, 14/07/2010

I

Page 42: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

42

Best fit parameters

WMAP 5yrs / synchrotronBSS field, at 23 GHz

Aturb p(deg) hr βs

Aturb < 0.25, p = - 20 ± 10 deg hr < 15kpc, βs = -3.4 ± 0.1

Page 43: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

43L. Fauvet Cosmology Workshop09,

12/11/2009

impact on the CMB data

red : synchrotron emission model blue : thermal dust emission model black: 3 years ofWMAP and ARCHEOPS data

EE BB

Page 44: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

• launched the 14th of May 2009 from Kourou

• travelled to L2 point and cooling until end of June 2009

• final checks until 15th of August

NOW : 14 months of operations for 2 all-sky surveys

2012 : First public data release by ESA

≥ 2013 : Potential second data surveys (He)

The PLANCK schedule

44L. Fauvet

First light of Planck

[Bouchet, 2009]

Rencontres de Moriond, 2010

Page 45: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

The Planck mission : scientific objectifs

□ Primary anisotropies:

• cosmological parameters

• physics of the Early Universe

• non-gaussianity

□ Secondary anisotropies:

• ISW

• gravitational lensing

• reionisation

• galaxy clusters

□ Extragalactic sources :

• radio sources

• dusty galaxies and their contaminants

□ Galactic & Solar systems :

• galactic magnetic field & ISM

• planets and asteroides …

[“Planck bluebook”, the Planck collaboration, 2005]

45L. Fauvet

Page 46: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

Formation de la polarisation

Diffusion Thomson des photons sur les électrons:Section efficace

Anisotropies quadrupolaires responsables de la polarisation du CMB

Polarisation

Lauranne Fauvet

28/06/2007

(Kosowsky et al (1994))

.|dd

46

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47

contamination of the CMB data

from blue to black: model of galactic emission for |b| > 15, 30, 40 degred : simulation of CMB, r=0.3

BB

L. Fauvet Rencontres de Moriond, 2010

100 GHz

217 GHz 143 GHz

70 GHz

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48

contamination of the CMB data

from blue to black: model of galactic emission for |b| > 15, 30, 40 degred : simulation of CMB, r=0.3

TE TB EB

EE BBTT

100 GHz

L. Fauvet Rencontres de Moriond, 2010

Page 49: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

Paramètres de Stokes

I : intensité

Q,U : polarisation linéaire (dépendants du choix du référentiel).

V : polarisation circulaire (absente du CMB).

• Gradient de vitesse non nul dans le repère de l’e- quadrupôle.

Perturbations

Sous densité

Sur densité

Produit du mode E

Polarisation

Lauranne Fauvet

28/06/2007

T

B

E

►Perturbations scalaires ►Perturbations tensorielles

• Passage d’une onde gravitationnelle.

Génère des modes E et B

(Hu et al (1997))

(Zaldarriaga et al (1998))

Décomposition en harmoniques sphériques

Décomposition en harmoniques sphériques spinnées

49

Page 50: L. Fauvet, J.F. Macías-Pérez, F.-X. Désert

The Planck mission

φ = φL + fNLφL2

φ~ : gaussian, linear curvature perturbation on the matter dominating era

[Salopek & Bond, 1990]

fNL ~ 0.05 canonical inflation [Maldacena,2003 ; Acquaviva et al, 2003]

fNL ~ 0.1-100 higher order derivatives (biblio … )

fNL > 10 curvaton models [Lyth, Ungarelly et Wands, 2003]

fNL ~ 100 : ghost inflation [Arkani-Hamed et al, 2004]

50

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51

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r ~ 0.1

r ~ 0.01

ClTT Cl

TE ClEE Cl

BB

[Zaldarriaga , 2002]

the CMB Stokes parameters I,Q & U

L. Fauvet

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53L. Fauvet

the CMB: polarization

Cosmology Workshop09, 12/11/2009

[Kosowsky, 1992]

Q U

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54

• non regular field at all scales

• same intensity as the regular component

• Kolmogorov spectrum [Han et al, 2006]

• 3D gaussian simulation with used a power spectrum

Aturb (dimensionless) : normalisation of the turbulent component

Bturb = (8μ0EB)1/2 with μ0 = 4π.10-

7H.m-1

3D model of the galaxy

• 1/k > 15 kpc :

C = (9.5 ± 0.3 )*10-13erg.cm-

3.kpc

α = -5/3

• 0.5 < 1/k < 15 kpc :

C = (6.8± 0.3 )*10-13erg.cm-

3.kpc

α = -0.37

[Han et al, 2006]

turbulente component

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55

the CMB

L. Fauvet Cosmology Workshop09, 12/11/2009

I

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Cosmological parameters

tensor-scalar ratio constraint by WMAP 5 and 3 years (at 95% et 68% C.L)

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The Planck mission

Simplified analysis (isotropic noise, using 70, 100, 143 and 217 GHz Planck data) : r=0.05 and uper limit at r = 0.03 95%C.L. for lower values

57

Upper limit of r≤ 0.05 if no primordial tensor mode Detect tensor mode if r ~ 0.1G.Efstathiou ...

L. Fauvet Cosmology Workshop09, 12/11/2009

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slow-roll

inflation

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59

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[“Planck bluebook”, the Planck collaboration, 2005]

The Planck mission: cooling chain

• 1.5 m telescope

• LFI HEMTS to 18K

• HFI bolometers to 0.1K

40K : radiative cooling

18K : H2 sorption cooler (J-T)

4K : He mechanical pump (J-T)

1.6K : J-T expansion

0.1K : 3He/4He dilution

60L. Fauvet Cosmology Workshop09,

12/11/2009