Non-Gaussianity of diffuse Galactic synchrotron emission at 408 MHz
Sandeep Rana (IISER Mohali), Tuhin Ghosh (NISER Bhubaneswar), J. S., Bagla (IISER Mohali), Pravabati Chingangbam (IIA Bengaluru)

TL;DR
This study investigates the non-Gaussian characteristics of diffuse Galactic synchrotron emission at 408 MHz, revealing that cooler sky regions are more Gaussian-like and better suited for HI intensity mapping.
Contribution
It challenges the common Gaussian assumption in foreground simulations by analyzing the bispectrum of real sky data at 408 MHz.
Findings
Cooler sky regions (T<25 K) exhibit less non-Gaussianity.
Regions with T<25 K are optimal for HI intensity mapping.
The all-sky bispectrum analysis provides insights into foreground characteristics.
Abstract
Diffuse Galactic emission at low frequencies is a major contaminant for studies of redshifted cm line studies. Removal of these foregrounds is essential for exploiting the signal from neutral hydrogen at high redshifts. Analysis of foregrounds and its characteristics is thus of utmost importance. It is customary to test efficacy of foreground removal techniques using simulated foregrounds. Most simulations assume that the distribution of the foreground signal is a Gaussian random field. In this work we test this assumption by computing the binned bispectrum for the all-sky MHz map. This is done by applying different brightness temperature () thresholds in order to assess whether the cooler parts of the sky have different characteristics. We find that regions with a low brightness temperature K indeed have smaller departures from a Gaussian distribution. Therefore,…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
