Morphological Analysis of the Polarized Synchrotron Emission with WMAP and Planck
arXiv:2301.08041 · doi:10.1088/1475-7516/2023/04/049
Abstract
The bright polarized synchrotron emission, away from the Galactic plane, originates mostly from filamentary structures. We implement a filament finder algorithm which allows the detection of bright elongated structures in polarized intensity maps. We analyse the sky at 23 and 30 GHz as observed respectively by WMAP and Planck. We identify 19 filaments, 13 of which have been previously observed. For each filament, we study the polarization fraction, finding values typically larger than for the areas outside the filaments, excluding the Galactic plane, and a fraction of about 30% is reached in two filaments. We study the polarization spectral indices of the filaments, and find a spectral index consistent with the values found in previous analysis (about -3.1) for more diffuse regions. Decomposing the polarization signals into the and families, we find that most of the filaments are detected in , but not in . We then focus on understanding the statistical properties of the diffuse regions of the synchrotron emission at 23 GHz. Using Minkowski functionals and tensors, we analyse the non-Gaussianity and statistical isotropy of the polarized intensity maps. For a sky coverage corresponding to 80% of the fainter emission, and on scales smaller than 6 degrees (), the deviations from Gaussianity and isotropy are significantly higher than 3. The level of deviation decreases for smaller scales, however, it remains significantly high for the lowest analised scale (). When 60% sky coverage is analysed, we find that the deviations never exceed 3. Finally, we present a simple data-driven model to generate non-Gaussian and anisotropic simulations of the synchrotron polarized emission. The simulations are fitted in order to match the spectral and statistical properties of the faintest 80% sky coverage of the data maps.
35 pages, 17 figures
References in corpus (16)
- Array Programming with NumPy
- Giant Gamma-ray Bubbles from Fermi-LAT: AGN Activity or Bipolar Galactic Wind?
- A Joint Analysis of BICEP2/Keck Array and Planck Data
- The cosmic-ray electron flux measured by the PAMELA experiment between 1 and 625 GeV
- Foreground simulations for the LOFAR - Epoch of Reionization Experiment
- Simulating polarized Galactic synchrotron emission at all frequencies, the Hammurabi code
- Polarised radio filaments outside the Galactic plane
- Comparison of filters for the detection of point sources in Planck simulations
- Spatial variations in the spectral index of polarized synchrotron emission in the 9 yr WMAP sky maps
- On Minkowski Functionals of CMB polarization
- Tensor Minkowski Functionals for random fields on the sphere
- Characterization of the polarized synchrotron emission from Planck and WMAP data
- QUIJOTE scientific results -- VIII. Diffuse polarized foregrounds from component separation with QUIJOTE-MFI
- The nature of non-Gaussianity and statistical isotropy of the 408 MHz Haslam synchrotron map
- Testing for spectral index variations in polarised CMB foregrounds
- QUIJOTE scientific results -- VI. The Haze as seen by QUIJOTE
Cited by in corpus (5)
- Full-sky Models of Galactic Microwave Emission and Polarization at Sub-arcminute Scales for the Python Sky Model
- Impact of Galactic dust non-Gaussianity on searches for B-modes from inflation
- The Orion-Taurus ridge: a synchrotron radio loop at the edge of the Orion-Eridanus superbubble
- Statistical properties of Galactic synchrotron temperature and polarization maps -- a multi-frequency comparison
- Extending Galactic foreground emission with neural networks