Local analyses of Planck maps with Minkowski Functionals

TL;DR

This paper uses Minkowski Functionals to analyze Planck CMB maps in small sky patches, identifying regions with significant non-Gaussian deviations that may indicate foreground residuals or systematics.

Contribution

It introduces a rigorous patch-based analysis method using Minkowski Functionals to detect localized non-Gaussianities in Planck CMB maps, including potential foreground residuals.

Findings

Identified 13 regions with high non-Gaussian deviations.

Detected signatures of hot/cold spots and foreground residuals.

Most regions align with previous Planck findings.

Abstract

Minkowski Functionals (MF) are excellent tools to investigate the statistical properties of the cosmic background radiation (CMB) maps. Between their notorious advantages is the possibility to use them efficiently in patches of the CMB sphere, which allow studies in masked skies, inclusive analyses of small sky regions. Then, possible deviations from Gaussianity are investigated by comparison with MF obtained from a set of Gaussian isotropic simulated CMB maps to which are applied the same cut-sky masks. These analyses are sensitive enough to detect contaminations of small intensity like primary and secondary CMB anisotropies. Our methodology uses the MF, widely employed to study non-Gaussianities in CMB data, and asserts Gaussian deviations only when all of them points out an exceptional $\chi^2$ value, at more than $2.2 \sigma$ confidence level, in a given sky patch. Following this rigorous procedure, we find 13 regions in the foreground-cleaned Planck maps that evince such high levels of non-Gaussian deviations. According to our results, these non-Gaussian contributions show signatures that can be associated to the presence of hot or cold spots in such regions. Moreover, some of these non-Gaussian deviations signals suggest the presence of foreground residuals in those regions located near the galactic plane. Additionally, we confirm that most of the regions revealed in our analyses, but not all, have been recently reported in studies done by the Planck collaboration. Furthermore, we also investigate whether these non-Gaussian deviations can be possibly sourced by systematics, like inhomogeneous noise and beam effect in the released Planck data, or perhaps due to residual galactic foregrounds.