English

Component-separated, CIB-cleaned thermal Sunyaev--Zel'dovich maps from $\textit{Planck}$ PR4 data with a flexible public needlet ILC pipeline

Cosmology and Nongalactic Astrophysics 2024-02-19 v3

Abstract

We use the full-mission Planck\textit{Planck} PR4 data to construct maps of the thermal Sunyaev--Zel'dovich effect (Compton-yy parameter) in our Universe. To do so, we implement a custom needlet internal linear combination (NILC) pipeline in a Python package, pyilc\texttt{pyilc}, which we make publicly available. We publicly release our Compton-yy maps, which we construct using various constrained ILC ("deprojection") options in order to minimize contamination from the cosmic infrared background (CIB) in the reconstructed signal. In particular, we use a moment-based deprojection which minimizes sensitivity to the assumed frequency dependence of the CIB. Our code pyilc\texttt{pyilc} performs needlet or harmonic ILC on mm-wave sky maps in a flexible manner, with options to deproject various components on all or some scales. We validate our maps and compare them to the official Planck\textit{Planck} 2015 yy-map, finding that we obtain consistent results on large scales and 10-20%\% lower noise on small scales. We expect that these maps will be useful for many auto- and cross-correlation analyses; in a companion paper, we use them to measure the tSZ -- CMB lensing cross-correlation. We anticipate that pyilc\texttt{pyilc} will be useful both for data analysis and for pipeline validation on simulations to understand the propagation of foreground components through a full NILC pipeline.

Keywords

Cite

@article{arxiv.2307.01043,
  title  = {Component-separated, CIB-cleaned thermal Sunyaev--Zel'dovich maps from $\textit{Planck}$ PR4 data with a flexible public needlet ILC pipeline},
  author = {Fiona McCarthy and J. Colin Hill},
  journal= {arXiv preprint arXiv:2307.01043},
  year   = {2024}
}

Comments

28 pages, 15 figures. Public maps and other data products are available at https://users.flatironinstitute.org/~fmccarthy/ymaps_PR4_McCH23/ ; public code is available at https://github.com/jcolinhill/pyilc . V2: some additional notes about the effective CIB SED parameters and the halo model, also removed discussion about apodization of our maps and Planck maps. V3: updated references