No evidence for dust B-mode decorrelation in Planck data

Constraints on inflationary $B$-modes using Cosmic Microwave Background polarization data commonly rely on either template cleaning or cross-spectra between maps at different frequencies to disentangle galactic foregrounds from the cosmological signal. Assumptions about how the foregrounds scale with frequency are therefore crucial to interpreting the data. Recent results from the Planck satellite collaboration claim significant evidence for a decorrelation in the polarization signal of the spatial pattern of galactic dust between 353 GHz and 217 GHz. Such a decorrelation would suppress power in the cross spectrum between high frequency maps, where the dust is strong, and lower frequency maps, where the sensitivity to cosmological $B$-modes is strongest. Alternatively, it would leave residuals in lower frequency maps cleaned with a template derived from the higher frequency maps. If not accounted for, both situations would result in an underestimate of the dust contribution and thus an upward bias on measurements of the tensor-to-scalar ratio, $r$. In this paper we revisit this measurement and find that the no-decorrelation hypothesis cannot be excluded with the Planck data. There are three main reasons for this: i) there is significant noise bias in cross spectra between Planck data splits that needs to be accounted for; ii) there is strong evidence for unknown instrumental systematics whose amplitude we estimate using alternative Planck data splits; iii) there are significant correlations between measurements in different sky patches that need to be taken into account when assessing the statistical significance. Between $\ell=55-90$ and over $72\%$ of the sky, the dust $BB$ correlation between 217 GHz and 353 GHz is $1.001^{+.004/.021}_{-.004/.000}$ ($68\%~stat./syst.$) and shows no significant trend with sky fraction.

[1]  U. Seljak,et al.  Signature of gravity waves in polarization of the microwave background , 1996, astro-ph/9609169.

[2]  Uros Seljak,et al.  Measuring Polarization in the Cosmic Microwave Background , 1996, astro-ph/9608131.

[3]  C. A. Oxborrow,et al.  Planck 2013 results. XVI. Cosmological parameters , 2013, 1303.5076.

[4]  Albert Stebbins,et al.  A Probe of Primordial Gravity Waves and Vorticity , 1997 .

[5]  J. Aumont,et al.  Planck intermediate results L. Evidence of spatial variation of the polarized thermal dust spectral energy distribution and implications for CMB B-mode analysis , 2016, 1606.07335.

[6]  David Alonso,et al.  The Python Sky Model: software for simulating the Galactic microwave sky , 2016, 1608.02841.

[7]  G. W. Pratt,et al.  Planck 2015 results Special feature Planck 2015 results XII . Full focal plane simulations , 2016 .

[8]  R. W. Ogburn,et al.  Joint Analysis of BICEP2/Keck Array and Planck Data , 2015, 1502.00612.

[9]  G. W. Pratt,et al.  Planck 2013 results. XI. All-sky model of thermal dust emission , 2013, 1312.1300.

[10]  V. Pavlidou,et al.  Searching for Inflationary B-modes: Can dust emission properties be extrapolated from 350 GHz to 150 GHz? , 2014, 1410.8136.

[11]  Scott Dodelson,et al.  Line-of-sight extrapolation noise in dust polarization , 2016, 1606.08922.

[12]  E. Hivon,et al.  Fast estimation of polarization power spectra using correlation functions , 2003, astro-ph/0303414.

[13]  C. A. Oxborrow,et al.  Planck intermediate results. XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth , 2016, 1605.02985.

[14]  K. Gorski,et al.  HEALPix: A Framework for High-Resolution Discretization and Fast Analysis of Data Distributed on the Sphere , 2004, astro-ph/0409513.

[15]  G. W. Pratt,et al.  Planck 2015 results Special feature Planck 2015 results VIII . High Frequency Instrument data processing : Calibration and maps , 2016 .

[16]  XSPECT, estimation of the angular power spectrum by computing cross-power spectra with analytical error bars , 2004, astro-ph/0405575.

[17]  G. W. Pratt,et al.  Planck intermediate results. XVII. Emission of dust in the diffuse interstellar medium from the far-infrared to microwave frequencies , 2013, 1312.5446.

[18]  G. W. Pratt,et al.  Planck intermediate results. XXII. Frequency dependence of thermal emission from Galactic dust in intensity and polarization , 2014, 1405.0874.

[19]  Miss A.O. Penney (b) , 1974, The New Yale Book of Quotations.

[20]  G. W. Pratt,et al.  Planck intermediate results - XXX. The angular power spectrum of polarized dust emission at intermediate and high Galactic latitudes , 2014, 1409.5738.

[21]  J. Aumont,et al.  The pre-launch Planck Sky Model: a model of sky emission at submillimetre to centimetre wavelengths , 2012, 1207.3675.

[22]  Matias Zaldarriaga,et al.  Gravitational lensing effect on cosmic microwave background polarization , 1998, astro-ph/9803150.