Planck 2015 results. X. Diffuse component separation: Foreground maps
arXiv:1502.01588 · doi:10.1051/0004-6361/201525967
Abstract
Planck has mapped the microwave sky in nine frequency bands between 30 and 857 GHz in temperature and seven bands between 30 and 353 GHz in polarization. In this paper we consider the problem of diffuse astrophysical component separation, and process these maps within a Bayesian framework to derive a consistent set of full-sky astrophysical component maps. For the temperature analysis, we combine the Planck observations with the 9-year WMAP sky maps and the Haslam et al. 408 MHz map to derive a joint model of CMB, synchrotron, free-free, spinning dust, CO, line emission in the 94 and 100 GHz channels, and thermal dust emission. Full-sky maps are provided with angular resolutions varying between 7.5 arcmin and 1 deg. Global parameters (monopoles, dipoles, relative calibration, and bandpass errors) are fitted jointly with the sky model, and best-fit values are tabulated. For polarization, the model includes CMB, synchrotron, and thermal dust emission. These models provide excellent fits to the observed data, with rms temperature residuals smaller than 4 uK over 93% of the sky for all Planck frequencies up to 353 GHz, and fractional errors smaller than 1% in the remaining 7% of the sky. The main limitations of the temperature model at the lower frequencies are degeneracies among the spinning dust, free-free, and synchrotron components; additional observations from external low-frequency experiments will be essential to break these. The main limitations of the temperature model at the higher frequencies are uncertainties in the 545 and 857 GHz calibration and zero-points. For polarization, the main outstanding issues are instrumental systematics in the 100-353 GHz bands on large angular scales in the form of temperature-to-polarization leakage, uncertainties in the analog-to-digital conversion, and very long time constant corrections, all of which are expected to improve in the near future.
65 pages, 51 figures, submitted to A&A; added power spectrum discussion, added references, and minor corrections
References in corpus (31)
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Likelihoods and Parameters from the WMAP data
- Three Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Polarization Analysis
- Planck 2015 results. XXIV. Cosmology from Sunyaev-Zeldovich cluster counts
- Planck intermediate results. XIX. An overview of the polarized thermal emission from Galactic dust
- Planck 2015 results. XIV. Dark energy and modified gravity
- Planck 2015 results. XXVII. The Second Planck Catalogue of Sunyaev-Zeldovich Sources
- Planck 2015 results. XV. Gravitational lensing
- Planck 2015 results. IX. Diffuse component separation: CMB maps
- Planck intermediate results. XXII. Frequency dependence of thermal emission from Galactic dust in intensity and polarization
- Planck 2015 results. XXI. The integrated Sachs-Wolfe effect
- Planck 2015 results. XXII. A map of the thermal Sunyaev-Zeldovich effect
- Planck 2015 results. XIX. Constraints on primordial magnetic fields
- Planck intermediate results. XX. Comparison of polarized thermal emission from Galactic dust with simulations of MHD turbulence
- Planck 2015 results. XXVI. The Second Planck Catalogue of Compact Sources
- Planck 2015 results. XXIII. The thermal Sunyaev-Zeldovich effect--cosmic infrared background correlation
- Three-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Foreground Polarization
- Planck 2015 results. XXV. Diffuse low-frequency Galactic foregrounds
- Planck intermediate results. XXI. Comparison of polarized thermal emission from Galactic dust at 353 GHz with interstellar polarization in the visible
- Planck 2015 results. XXVIII. The Planck Catalogue of Galactic Cold Clumps
- Planck 2015 results. IV. Low Frequency Instrument beams and window functions
- Planck 2015 results. III. LFI systematic uncertainties
- Planck 2015 results. V. LFI calibration
- Polarised radio filaments outside the Galactic plane
- Fingerprints of Galactic Loop I on the Cosmic Microwave Background
- Planck 2015 results. XII. Full Focal Plane simulations
- Planck 2015 results. VII. HFI TOI and beam processing
- Planck 2015 results. II. Low Frequency Instrument data processing
- Planck 2015 results. VI. LFI mapmaking
- The impact of polarized extragalactic radio sources on the detection of CMB anisotropies in polarization
- Millimeter-wave Spectral Line Surveys toward the Galactic Circumnuclear Disk and Sgr A*
- Sunyaev-Zel'dovich effect in the Virgo cluster from WMAP and ROSAT data
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- Intracluster Light Properties in a Fossil Cluster at z=0.47
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- A 3D model for CO molecular line emission as a potential CMB polarization contaminant
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- Diffuse gamma-ray emission from the vicinity of young massive star cluster RSGC 1
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- General quadrupolar statistical anisotropy: Planck limits
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