Foreground analysis of the WMAP three-year data with FASTICA

TL;DR

This paper analyzes WMAP 3-year data to characterize foreground emissions using FASTICA, revealing spectral behaviors, residuals, and the WMAP haze, with implications for foreground cleaning and understanding Galactic emissions.

Contribution

It introduces an iterative FASTICA approach with foreground templates to better identify residual foregrounds and the WMAP haze in CMB data.

Findings

Foreground components' spectral indices are consistent with previous results.

Residual foreground emission, including the WMAP haze, is confirmed and spatially characterized.

Using the K-Ka data as a template reduces the haze's apparent extent.

Abstract

We present an analysis of the foreground emission present in the WMAP 3-year data as determined by the method of Independent Component Analysis. We derived coupling coefficients between the WMAP data and foreground templates which are then used to infer the spectral behaviour for three foreground components -- synchrotron, anomalous dust-correlated emission and free-free. For the first two components, we find values consistent with previous results although slightly steeper. We confirm the inconsistency in the scaling between the Ha template and free-free emission at K- and Ka-bands where an electron temperature of ~ 4000 K is indicated. We also see evidence of significantly flatter spectral behaviour to higher frequencies than expected theoretically and previously noted by Dobler et al.(2008a), but only when analysing the Kp2 sky coverage. We further apply FASTICA 'iteratively', using data pre-cleaned using foreground templates scaled to the WMAP frequencies by coupling coefficients determined by a prior FASTICA analysis. This multi-frequency analysis allows us to determine the presence of residual foreground emission not traced by the templates. We confirm the existence of a component spatially distributed along the Galactic plane and particularly enhanced near the center (the 'WMAP haze'). This emission is less extended when using the WMAP K-Ka data as the synchrotron template confirming that it can be considered a better template for foreground cleaning of the WMAP data. However its use complicates the physical interpretation of the nature of the foreground emission and residuals. since it contains a mixture of several, physically distinct emission mechanisms.