An improved source-subtracted and destriped 408 MHz all-sky map

The all-sky 408 MHz map of Haslam et al. is one the most important total-power radio surveys. It has been widely used to study diffuse synchrotron radiation from our Galaxy and as a template to remove foregrounds in cosmic microwave background data. However, there are a number of issues associated with it that must be dealt with, including large-scale striations and contamination from extragalactic radio sources. We have re-evaluated and re-processed the rawest data available to produce a new and improved 408 MHz all-sky map. We first quantify the positional accuracy ($\approx 7$ arcmin) and effective beam ($56.0\pm1.0$ arcmin) of the four individual surveys from which it was assembled. Large-scale striations associated with $1/f$ noise in the scan direction are reduced to a level $\ll 1$ K using a Fourier-based filtering technique. The most important improvement results from the removal of extragalactic sources. We have used an iterative combination of two techniques -- two-dimensional Gaussian fitting and minimum curvature spline surface inpainting -- to remove the brightest sources ($\gtrsim 2$ Jy), which provides a significant improvement over previous versions of the map. We quantify the impact with power spectra and a template fitting analysis of foregrounds to the WMAP data. The new map is publicly available and is recommended as the template of choice for large-scale diffuse Galactic synchrotron emission. We also provide a higher resolution map with small-scale fluctuations added, assuming a power-law angular power spectrum down to the pixel scale (1.7 arcmin). This should prove useful in simulations used for studying the feasibility of detecting HI fluctuations from the Epoch of Reionization.

[1]  A. J. Banday,et al.  Connecting Synchrotron, Cosmic Rays, and Magnetic Fields in the Plane of the Galaxy , 2011, 1105.5885.

[2]  Portugal,et al.  The 2.3 GHz continuum survey of the GEM project , 2007, 0712.3141.

[3]  Foreground analysis using cross-correlations of external templates on the 7-year Wilkinson Microwave Anisotropy Probe data , 2011, 1112.0509.

[4]  D. Finkbeiner Microwave Interstellar Medium Emission Observed by the Wilkinson Microwave Anisotropy Probe , 2004 .

[5]  A. Stebbins,et al.  ALL-SKY INTERFEROMETRY WITH SPHERICAL HARMONIC TRANSIT TELESCOPES , 2013, 1302.0327.

[6]  A. Strong,et al.  Galactic synchrotron emission with cosmic ray propagation models , 2013, 1309.2947.

[7]  P. S. Bunclark,et al.  Astronomical Data Analysis Software and Systems , 2008 .

[8]  K. Gorski,et al.  Monopole and dipole estimation for multi-frequency sky maps by linear regression , 2014, 1411.7616.

[9]  C. Dickinson,et al.  H i intensity mapping: a single dish approach , 2012, 1209.0343.

[10]  A Measurement of the Angular Power Spectrum of the Anisotropy in the Cosmic Microwave Background , 1996, astro-ph/9601197.

[11]  C. Dickinson,et al.  Towards a free–free template for CMB foregrounds , 2003, astro-ph/0302024.

[12]  J. Dunkley,et al.  EVIDENCE FOR ANOMALOUS DUST-CORRELATED EMISSION AT 8 GHz , 2011, 1109.5093.

[13]  T. Foster,et al.  The galactic plane region near $\mathsf{\ell=93^\circ}$ : I. HII region NRAO 655 , 2001 .

[14]  R. Franke Smooth Interpolation of Scattered Data by Local Thin Plate Splines , 1982 .

[15]  Edward J. Wollack,et al.  First-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Preliminary Maps and Basic Results , 2003, astro-ph/0302207.

[16]  M. Zhu,et al.  GSH 90-28-17: a possible old supernova remnant , 2013, 1311.4622.

[17]  Elena Pierpaoli,et al.  Galactic foreground contributions to the 5-year Wilkinson Microwave Anisotropy Probe maps , 2011 .

[18]  E. L. Wright,et al.  Preliminary separation of galactic and cosmic microwave emission for the COBE Differential Microwave Radiometer , 1992 .

[19]  K. Gorski,et al.  A determination of the spectra of Galactic components observed by the Wilkinson Microwave Anisotropy Probe , 2006 .

[20]  S. Zaroubi,et al.  Foregrounds for observations of the cosmological 21 cm line - I. First Westerbork measurements of Galactic emission at 150 MHz in a low latitude field , 2009, 0904.0404.

[21]  Edward J. Wollack,et al.  NINE-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE (WMAP) OBSERVATIONS: FINAL MAPS AND RESULTS , 2012, 1212.5225.

[22]  Reappraising foreground contamination in the COBE-DMR data , 2003, astro-ph/0302181.

[23]  George D. Nicolson,et al.  The Rhodes/HartRAO 2326‐MHz radio continuum survey , 1998 .

[24]  David J. Schlegel,et al.  Extrapolation of Galactic Dust Emission at 100 Microns to Cosmic Microwave Background Radiation Frequencies Using FIRAS , 1999, astro-ph/9905128.

[25]  Michael E. Jones,et al.  The C-Band All-Sky Survey (C-BASS): design and implementation of the northern receiver , 2013, 1310.7129.

[26]  David F. Moore,et al.  A PER-BASELINE, DELAY-SPECTRUM TECHNIQUE FOR ACCESSING THE 21 cm COSMIC REIONIZATION SIGNATURE , 2012, 1204.4749.

[27]  Template fitting of WMAP 7‐year data: anomalous dust or flattening synchrotron emission? , 2011, 1112.0432.

[28]  X. Gao,et al.  Thermal and non-thermal emission in the Cygnus X region , 2013, 1309.6065.

[29]  C. Burigana,et al.  The impact of Galactic synchrotron emission on CMB anisotropy measurements. I. Angular power spectru , 2008, 0801.0547.

[30]  S. Sarkar,et al.  Loops and spurs: the angular power spectrum of the Galactic synchrotron background , 2013, 1304.1078.

[31]  Max Tegmark,et al.  A model of diffuse Galactic radio emission from 10 MHz to 100 GHz , 2008, 0802.1525.

[32]  H. Junklewitz,et al.  Studying Galactic interstellar turbulence through fluctuations in synchrotron emission , 2013, Astronomy & Astrophysics.

[33]  C. Salter,et al.  A 408-MHz SURVEY OF THE GALACTIC ANTICENTRE REGION. , 1970 .

[34]  P. Reich,et al.  A radio continuum survey of the southern sky at 1420 MHz - The atlas of contour maps , 2001 .

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

[36]  J. M. Martin,et al.  21 cm observation of large-scale structures at z ~ 1 - Instrument sensitivity and foreground subtraction , 2011, 1108.1474.

[37]  C. B. Netterfield,et al.  Planck early results. XX. New light on anomalous microwave emission from spinning dust grains , 2011, 1101.2031.

[38]  J. May,et al.  All-sky Galactic radiation at 45 MHz and spectral index between 45 and 408 MHz , 2010, 1011.4298.

[39]  I. Sushch,et al.  Modeling of the Radio Emission from the Vela Supernova Remnant , 2013, 1312.0777.

[40]  R. Davies,et al.  Galactic synchrotron emission at high frequencies , 1996 .

[41]  D.Maino,et al.  A determination of the spectral index of galactic synchrotron emission in the 1-10 GHz range , 1997, astro-ph/9707252.

[42]  J. J. Condon Cosmological evolution of radio sources , 1984 .

[43]  H. K. Eriksen,et al.  The Joint Large-Scale Foreground-CMB Posteriors of the 3 Year WMAP Data , 2007, 0709.1037.

[44]  J. Condon,et al.  Confusion and flux-density error distributions , 1974 .

[45]  T. Jaffe,et al.  The interstellar cosmic-ray electron spectrum from synchrotron radiation and direct measurements. , 2011, 1108.4822.

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

[47]  S. Zaroubi,et al.  Foreground simulations for the LOFAR-epoch of reionization experiment , 2008, 0804.1130.

[48]  David F. Moore,et al.  THE EFFECTS OF POLARIZED FOREGROUNDS ON 21 cm EPOCH OF REIONIZATION POWER SPECTRUM MEASUREMENTS , 2013, 1302.0876.

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

[50]  R. Davis,et al.  A Circularly Symmetric Antenna Design With High Polarization Purity and Low Spillover , 2011, IEEE Transactions on Antennas and Propagation.

[51]  F. B. Abdalla,et al.  The effect of foreground subtraction on cosmological measurements from intensity mapping , 2013, 1310.8144.

[52]  J. Shakeshaft,et al.  A Survey of the Background Radiation at a Frequency of 404 Mc/s , 1962 .

[53]  W. Reach,et al.  Galactic worms. I - Catalog of worm candidates , 1992 .

[54]  M. Bersanelli,et al.  Full sky study of diffuse Galactic emission at decimeter wavelenghts , 2003, astro-ph/0303031.

[55]  Edward J. Wollack,et al.  First Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Foreground Emission , 2003, astro-ph/0302208.