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Title: Planck 2015 results: IX. Diffuse component separation: CMB maps

Journal Article · · Astronomy and Astrophysics
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In this paper, we present foreground-reduced cosmic microwave background (CMB) maps derived from the full Planck data set in both temperature and polarization. Compared to the corresponding Planck 2013 temperature sky maps, the total data volume is larger by a factor of 3.2 for frequencies between 30 and 70 GHz, and by 1.9 for frequencies between 100 and 857 GHz. In addition, systematic errors in the forms of temperature-to-polarization leakage, analogue-to-digital conversion uncertainties, and very long time constant errors have been dramatically reduced, to the extent that the cosmological polarization signal may now be robustly recovered on angular scales ℓ ≳ 40. On the very largest scales, instrumental systematic residuals are still non-negligible compared to the expected cosmological signal, and modes with ℓ< 20 are accordingly suppressed in the current polarization maps by high-pass filtering. As in 2013, four different CMB component separation algorithms are applied to these observations, providing a measure of stability with respect to algorithmic and modelling choices. Additionally, the resulting polarization maps have rms instrumental noise ranging between 0.21 and 0.27μK averaged over 55' pixels, and between 4.5 and 6.1μK averaged over 3$$'\atop{.}$$4 pixels. The cosmological parameters derived from the analysis of temperature power spectra are in agreement at the 1σ level with the Planck 2015 likelihood. Unresolved mismatches between the noise properties of the data and simulations prevent a satisfactory description of the higher-order statistical properties of the polarization maps. Thus, the primary applications of these polarization maps are those that do not require massive simulations for accurate estimation of uncertainties, for instance estimation of cross-spectra and cross-correlations, or stacking analyses. However, the amplitude of primordial non-Gaussianity is consistent with zero within 2σ for all local, equilateral, and orthogonal configurations of the bispectrum, including for polarization E-modes. Moreover, excellent agreement is found regarding the lensing B-mode power spectrum, both internally among the various component separation codes and with the best-fit Planck 2015 Λ cold dark matter model.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Contributing Organization:
Planck Collaboration
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1398420
Journal Information:
Astronomy and Astrophysics, Vol. 594; ISSN 0004-6361
Publisher:
EDP SciencesCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 154 works
Citation information provided by
Web of Science

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Origin of the galaxy H i size–mass relation journal September 2019
Measuring neutrino masses with large-scale structure: Euclid forecast with controlled theoretical error journal November 2019
A Spectroscopic Survey of the Fields of 28 Strong Gravitational Lenses: Implications for H 0 journal November 2017
Apparent cosmic acceleration from Type Ia supernovae journal July 2017
Probing diffuse gas with fast radio bursts journal November 2019
Common origin of nonzero θ 13 and dark matter in an S 4 flavor symmetric model with inverse seesaw mechanism journal July 2017
Projected distances to host galaxy reduce SNIa dispersion journal September 2018
A Search for Fast Radio Bursts with the GBNCC Pulsar Survey journal August 2017
Planck 2015 results : XVII. Constraints on primordial non-Gaussianity journal September 2016
The Origin of r -process Elements in the Milky Way journal March 2018
Neutrino mass matrices with three or four vanishing cofactors and nondiagonal charged lepton sector journal November 2017
A joint ALMA–Bolocam–Planck SZ study of the pressure distribution in RX J1347.5−1145 journal June 2019
Phat ELVIS: The inevitable effect of the Milky Way’s disc on its dark matter subhaloes journal June 2019
Observational constraints on constant roll inflation journal May 2019
On combining information from multiple gravitational wave sources journal June 2019
Kinetically coupled dark energy journal March 2019
Planck 2015 results. XXII. A map of the thermal Sunyaev-Zeldovich effect text January 2015
Planck 2015 results : XXVI. The Second journal September 2016
Planck 2015 results. XXI. The integrated Sachs-Wolfe effect text January 2015
On the impact of large angle CMB polarization data on cosmological parameters text January 2016
Planck 2015 results : VIII. High Frequency Instrument data processing: Calibration and maps journal September 2016
Dark matter annihilation feedback in cosmological simulations – I: Code convergence and idealized haloes journal August 2017
Interacting scenarios with dynamical dark energy: Observational constraints and alleviation of the H 0 tension journal November 2019
Planck 2015 results : XIX. Constraints on primordial magnetic fields journal September 2016
Planck 2015 results. XIV. Dark energy and modified gravity text January 2015
Is GW190425 Consistent with Being a Neutron Star–Black Hole Merger? journal February 2020
Ruling out 3 keV warm dark matter using 21 cm EDGES data journal May 2019
Planck 2015 results : XXVII. The second journal September 2016
Baryon acoustic oscillations: A cosmological ruler journal December 2017
The Swift /BAT AGN Spectroscopic Survey. IX. The Clustering Environments of an Unbiased Sample of Local AGNs journal May 2018
Cosmological Tests of Gravity with the Latest Observations journal January 2019
Concordance and discordance in cosmology journal February 2019
Planck intermediate results. XXXIX. The Planck list of high-redshift source candidates text January 2015
Star Cluster Formation in Cosmological Simulations. II. Effects of Star Formation Efficiency and Stellar Feedback journal July 2018
Texas Spectroscopic Search for Ly α Emission at the End of Reionization I. Constraining the Ly α Equivalent-width Distribution at 6.0 < z < 7.0 journal September 2018
Planck intermediate results : XLVII. journal December 2016
Minkowski Tensors in Three Dimensions: Probing the Anisotropy Generated by Redshift Space Distortion journal August 2018
The background Friedmannian Hubble constant in relativistic inhomogeneous cosmology and the age of the Universe journal February 2017
Planck 2015 results. XIII. Cosmological parameters text January 2015
Planck 2015 results. X. Diffuse component separation: Foreground maps text January 2015
Impact of SZ cluster residuals in CMB maps and CMB-LSS cross-correlations text January 2018
Minkowski Tensors in Two Dimensions: Probing the Morphology and Isotropy of the Matter and Galaxy Density Fields journal May 2018
Probing Star Formation in Galaxies at z ≈ 1 via a Giant Metrewave Radio Telescope Stacking Analysis journal September 2018
Optimal constraints on primordial gravitational waves from the lensed CMB journal February 2019
Unraveling the effective fluid approach for f ( R ) models in the subhorizon approximation journal February 2019
ABS: an analytical method of blind separation of CMB from foregrounds journal January 2019
SMBH Seeds: Model Discrimination with High-energy Emission Based on Scaling Relation Evolution journal February 2018
On the Faint End of the Galaxy Luminosity Function in the Epoch of Reionization: Updated Constraints from the HST Frontier Fields journal November 2018
Richness-based masses of rich and famous galaxy clusters journal March 2016
Machine Learning Applied to the Reionization History of the Universe in the 21 cm Signal journal July 2019
Fractional Action Cosmology with Variable Order Parameter journal January 2017
Impact of theoretical priors in cosmological analyses: The case of single field quintessence journal September 2017
Tests of general relativity with the binary black hole signals from the LIGO-Virgo catalog GWTC-1 journal November 2019
Effective theory of WIMP dark matter supplemented by simplified models: Singlet-like Majorana fermion case journal September 2016
The Magnetar Model for Type I Superluminous Supernovae. I. Bayesian Analysis of the Full Multicolor Light-curve Sample with MOSFiT journal November 2017
Kinetic Inductance Detectors and readout electronics for the OLIMPO experiment journal February 2019
Testing general relativity with the Doppler magnification effect journal July 2019
Dark matter, millicharges, axion and scalar particles, gauge bosons, and other new physics with LDMX journal April 2019
Black hole formation in a contracting universe journal November 2016
The Avoidance of the Little Sibling of the Big Rip Abrupt Event by a Quantum Approach journal February 2018
Constraints on the interacting vacuum–geodesic CDM scenario journal July 2019
Impact of Next-to-Leading Order Contributions to Cosmic Microwave Background Lensing journal May 2017
Statistical simulations of the dust foreground to cosmic microwave background polarization journal July 2017
Alma Spectroscopic Survey in the Hubble Ultra deep Field: Survey Description journal December 2016
Tensions in the ΛCDM and vacuum dynamics journal November 2018
A Test of MONDian Gravity in ∼300 Pressure-supported Elliptical Galaxies from the MaNGA Survey journal August 2018
Probing cosmic anisotropy with gravitational waves as standard sirens journal May 2018
Hybrid Higgs inflation: The use of disformal transformation journal April 2018
Breaking degeneracies in modified gravity with higher (than 2nd) order weak-lensing statistics journal November 2018
Baryon acoustic oscillation, Hubble parameter, and angular size measurement constraints on the Hubble constant, dark energy dynamics, and spatial curvature journal July 2019
Characterizing young protostellar disks with the CALYPSO IRAM-PdBI survey: large Class 0 disks are rare journal January 2019
One-loop quantum gravitational backreaction on the local Hubble rate journal April 2019
The XMM Cluster Outskirts Project (X-COP): Thermodynamic properties of the intracluster medium out to R 200 in Abell 2319 journal June 2018
A Measurement of the Cosmic Microwave Background B -mode Polarization Power Spectrum at Subdegree Scales from Two Years of polarbear Data journal October 2017
Phenomenology of fermion production during axion inflation journal June 2018
Clustering and redshift-space distortions in modified gravity models with massive neutrinos journal July 2019
Observational constraints on one-parameter dynamical dark-energy parametrizations and the H 0 tension journal February 2019
Planck intermediate results. XLIX. Parity-violation constraints from polarization data text January 2016
Bianchi I and V cosmologies with Hu-Sawicki f ( R ) gravity in Palatini formalism journal November 2018
The late cosmic acceleration and the coincidence problem in Bianchi type I Universe journal September 2019
WAT CAT : a tale of wide-angle tailed radio galaxies journal May 2019
Cooling flow solutions for the circumgalactic medium journal July 2019
Chandra and ALMA observations of the nuclear activity in two strongly lensed star-forming galaxies journal February 2018
Searching for axion-like particles with X-ray polarimeters text January 2018
Insight into primordial magnetic fields from 21-cm line observation with EDGES experiment journal July 2019
Cosmological signatures of ultralight dark matter with an axionlike potential journal September 2017
Measuring the cosmic proper distance from fast radio bursts journal September 2017
Constraining the right-handed gauge boson mass from lepton number violating meson decays in a low scale left-right model journal August 2017
The detection rates of merging binary black holes originating from star clusters and their mass function journal December 2017
Deepest View of AGN X-Ray Variability with the 7 Ms Chandra Deep Field-South Survey journal November 2017
The Carnegie-Chicago Hubble Program. IV. The Distance to NGC 4424, NGC 4526, and NGC 4356 via the Tip of the Red Giant Branch journal July 2018
A Global ILC Approach in Pixel Space over Large Angular Scales of the Sky Using CMB Covariance Matrix journal November 2018
Testing sub-gravitational forces on atoms from a miniature in-vacuum source mass journal July 2017
Strong constraints on self-interacting dark matter with light mediators text January 2016
Velocity Dependence from Resonant Self-Interacting Dark Matter text January 2018
Dark compact objects: An extensive overview journal March 2019
Digging Deeper: Observing Primordial Gravitational Waves below the Binary-Black-Hole-Produced Stochastic Background journal April 2017
The SLUGGS Survey: The Inner Dark Matter Density Slope of the Massive Elliptical Galaxy NGC 1407 journal August 2018
On the detection of supermassive primordial stars – II. Blue supergiants journal July 2019
Molecular gas and star formation in an absorption-selected galaxy: Hitting the bull’s eye at z ≃ 2.46 journal October 2018
High-resolution Spectroscopy of Extremely Metal-poor Stars from SDSS/SEGUE. III. Unevolved Stars with [Fe/H] ≲ −3.5 journal July 2017
New exact spherically symmetric solutions in f ( R ,ϕ, X ) gravity by Noether's symmetry approach journal February 2019
A Pixel Space Method for Testing Dipole Modulation in the CMB Polarization text January 2018
Does black hole continuum spectrum signal f ( R ) gravity in higher dimensions? journal January 2020
Constraints on Dark Matter Microphysics from the Milky Way Satellite Population journal June 2019
Extracting host Galaxy Dispersion Measure and Constraining Cosmological Parameters Using fast Radio Burst data journal October 2016
Perturbation, non-Gaussianity, and reheating in a Gauss-Bonnet α -attractor model journal June 2017
Induced affine inflation journal February 2018
Pseudo Newtonian potential for a rotating Kerr black hole embedded in quintessence journal May 2019
QUIJOTE scientific results – III. Microwave spectrum of intensity and polarization in the Taurus Molecular Cloud complex and L1527 journal December 2018
Star formation rates and stellar masses from machine learning journal February 2019
Cosmology in modified f(R,T)-gravity theory in a variant Λ(T) scenario-revisited journal December 2017
Lagrangian theory of structure formation in relativistic cosmology. V. Irrotational fluids journal August 2018
The EBEX Balloon-borne Experiment—Optics, Receiver, and Polarimetry journal November 2018
The HERA-19 Commissioning Array: Direction-dependent Effects journal September 2019
A Projected Estimate of the Reionization Optical Depth Using the CLASS Experiment’s Sample Variance Limited E-mode Measurement journal August 2018
Critical Number of Fields in Stochastic Inflation journal January 2017
Testing cosmic acceleration for w(z) parametrizations using fgas measurements in galaxy clusters journal March 2017
A New Precision Measurement of the Small-scale Line-of-sight Power Spectrum of the Ly α Forest journal December 2017
The optical morphologies of galaxies in the IllustrisTNG simulation: a comparison to Pan-STARRS observations journal December 2018
Insensitivity of the distance ladder Hubble constant determination to Cepheid calibration modelling choices journal March 2018
Forecasted constraints on modified gravity from Sunyaev-Zel’dovich tomography journal October 2019
Space-time quasicrystal structures and inflationary and late time evolution dynamics in accelerating cosmology journal November 2018
Constraining scatter in the stellar mass–halo mass relation for haloes less massive than the Milky Way journal August 2019
Benefits of Bolometer Joule Stepping and Joule Pulsing journal December 2019
Extended phase space analysis of interacting dark energy models in loop quantum cosmology journal October 2017
Constraining extended scalar sectors at the LHC and beyond journal April 2018
The H i velocity function: a test of cosmology or baryon physics? journal August 2019
Atomic hydrogen in IllustrisTNG galaxies: the impact of environment parallelled with local 21-cm surveys journal December 2018
The spectacular cluster chain Abell 781 as observed with LOFAR, GMRT, and XMM-Newton journal February 2019
The extended Baryon Oscillation Spectroscopic Survey: testing a new approach to measure the evolution of the structure growth journal December 2018
Cosmic Structure Formation with Kinetic Field Theory text January 2019
Integrated approach to cosmology: Combining CMB, large-scale structure, and weak lensing journal October 2016
GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral other January 2017
The Splashback Radius of Planck SZ Clusters journal April 2019
Forecasting the Contribution of Polarized Extragalactic Radio Sources in CMB Observations journal May 2018
Update on testing the isotropy of the properties of gamma-ray bursts journal April 2019
Quintessential inflation with a trap and axionic dark matter journal October 2019
H i and cosmological constraints from intensity mapping, optical and CMB surveys journal June 2017
Like a spider in its web: a study of the large-scale structure around the Coma cluster journal January 2020
Bounce inflation in f ( T ) cosmology: A unified inflaton-quintessence field journal October 2016
Brane-world extra dimensions in light of GW170817 journal March 2018
Dark Matter Interactions, Helium, and the Cosmic Microwave Background journal January 2019
Planck 2015 results : XVI. Isotropy and statistics of the CMB journal September 2016
Cosmological constant constraints from observation-derived energy condition bounds and their application to bimetric massive gravity journal September 2018
Quantum cosmology and the evolution of inflationary spectra journal December 2016
A time-varying deceleration parameter for unified description of cosmological evolution journal August 2018
Multistate scalar field dark matter and its correlation with galactic properties journal February 2018
Diagnosing Tsallis holographic dark energy models with statefinder and ω − ω′ pair journal April 2019
The phase-space structure of tidally stripped haloes journal March 2017
Direct detection of dark matter substructure in strong lens images with convolutional neural networks journal January 2020
Kinematic Sunyaev-Zel’dovich effect with projected fields. II. Prospects, challenges, and comparison with simulations journal December 2016
mufasa: Time-scales for H i consumption and SFR depletion of satellite galaxies in groups journal May 2019
A novel scheme for Dark Matter Annihilation Feedback in cosmological simulations journal August 2019
Beacons into the Cosmic Dark Ages: Boosted Transmission of Ly α from UV Bright Galaxies at z ≳ 7 journal April 2018
Effect of gravitational lensing on the distribution of gravitational waves from distant binary black hole mergers journal August 2018
Light inflaton completing Higgs inflation journal July 2018
Parametric resonance production of ultralight vector dark matter journal February 2019
Detection of CMB-Cluster Lensing using Polarization Data from SPTpol journal October 2019
Dark matter interpretation of the ANITA anomalous events journal May 2019
Stochastic Gravitational-wave Background from Binary Black Holes and Binary Neutron Stars and Implications for LISA journal January 2019
Accounting for Correlations When Fitting Extra Cosmological Parameters journal September 2019
Quantifying the CMB Degeneracy between the Matter Density and Hubble Constant in Current Experiments journal January 2019
Improved calculations of electron–ion bremsstrahlung Gaunt factors for astrophysical applications journal December 2019
Production of a light top-squark pair in association with a light non-SM Higgs boson within the NMSSM from proton–proton collisions at s = 13 TeV and 33 TeV journal August 2019
Light neutral C P -even Higgs boson within the next-to-minimal supersymmetric standard model at the Large Hadron Electron Collider journal September 2017
Constraints from Ly-α forests on non-thermal dark matter including resonantly-produced sterile neutrinos journal December 2017
Tensor Non-Gaussianity Search: Current Status and Future Prospects journal July 2019
Warm brane inflation with an exponential potential: A consistent realization away from the swampland journal January 2020
KYDISC: Galaxy Morphology, Quenching, and Mergers in the Cluster Environment journal July 2018
Current and Future Constraints on Primordial Magnetic Fields journal September 2017
Heavy neutrino production via Z at the lifetime frontier journal August 2019
Cosmological constraints from a joint analysis of cosmic microwave background and spectroscopic tracers of the large-scale structure journal August 2018
Bounds on Dark-Matter Annihilations from 21-cm Data journal July 2018
Bounding f(R,T) gravity by particle creation journal October 2019
CHORUS. II. Subaru/HSC Determination of the Ly α Luminosity Function at z = 7.0: Constraints on Cosmic Reionization Model Parameter journal October 2018
The planes of satellite galaxies problem, suggested solutions, and open questions journal February 2018
Breaking cosmic degeneracies: Disentangling neutrinos and modified gravity with kinematic information journal September 2019
Multimessenger Implications of AT2018cow: High-energy Cosmic-Ray and Neutrino Emissions from Magnetar-powered Superluminous Transients journal June 2019
Constraints on H 0 from WMAP and BAO Measurements journal July 2019
Towards testing gravity with cosmic voids journal November 2018
Visualizing invisible dark matter annihilation with the CMB and matter power spectrum journal July 2019
Age-dating luminous red galaxies observed with the Southern African Large Telescope journal February 2017
Stability of compact stars in α R 2  + β( R γδ T γδ ) gravity journal October 2016
Large-scale structure probes of modified gravity journal November 2018
Very long baseline interferometry radio structure and radio brightening of the high-energy neutrino emitting blazar TXS 0506+056 journal November 2018
A Simple Phenomenological Emergent Dark Energy Model can Resolve the Hubble Tension journal September 2019
A Mass-dependent Slope of the Galaxy Size–Mass Relation out to z ∼ 3: Further Evidence for a Direct Relation between Median Galaxy Size and Median Halo Mass journal February 2019
Z Portal Dark Matter in the Minimal B - L Model journal July 2018
Euclid preparation: II. The EuclidEmulator – a tool to compute the cosmology dependence of the nonlinear matter power spectrum text January 2019
Astronomical bounds on a cosmological model allowing a general interaction in the dark sector journal March 2018
A NaI-Based Cryogenic Scintillating Calorimeter: Results from a COSINUS Prototype Detector journal May 2018
Cosmological constraints and comparison of viable f ( R ) models journal January 2018
New constraints and prospects for sub-GeV dark matter scattering off electrons in xenon journal August 2017
On approximation for fractional stochastic partial differential equations on the sphere journal February 2018
Cosmology of surviving Horndeski theory: The road ahead journal March 2019
The First Constraint from SDSS Galaxy–Galaxy Weak Lensing Measurements on Interacting Dark Energy Models journal April 2019
The Red Dead Redemption Survey of Circumgalactic Gas about Massive Galaxies. I. Mass and Metallicity of the Cool Phase journal September 2019
Advancing LHC probes of dark matter from the inert two-Higgs-doublet model with the monojet signal journal January 2019
Cosmological constraints from galaxy clustering in the presence of massive neutrinos journal March 2018
Dark matter-neutrino interactions through the lens of their cosmological implications journal April 2018
Planck 2015 results. XXV. Diffuse low-frequency Galactic foregrounds text January 2015
Studying the physical properties of tidal features – I. Extracting morphological substructure in CANDELS observations and VELA simulations journal March 2019
Dynamical evolution of magnetic fields in the intracluster medium journal March 2019
Large-scale redshift space distortions in modified gravity theories journal February 2019
Spatially Resolved Metal Loss from M31 journal June 2019
Early Cosmological Period of QCD Confinement journal March 2019
Searching for the Lowest-metallicity Galaxies in the Local Universe journal August 2018
Optical validation and characterization of Planck PSZ2 sources at the Canary Islands observatories: I. First year of LP15 observations journal July 2019
Search for Subsolar-Mass Ultracompact Binaries in Advanced LIGO’s First Observing Run journal December 2018
Predicting the SUSY breaking scale in SUGRA models with degenerate vacua journal January 2020
Internal delensing of Planck CMB temperature and polarization text January 2017
Naturalness and dark matter in the supersymmetric B − L extension of the standard model journal September 2017
Foreground effect on the J-factor estimation of classical dwarf spheroidal galaxies journal March 2017
Simulating the cold dark matter-neutrino dipole with TianNu journal April 2017
Primordial black hole dark matter from single field inflation journal January 2018
Clarifying the Hubble constant tension with a Bayesian hierarchical model of the local distance ladder journal February 2018

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