Cross-correlating the EMU Pilot Survey 1 with CMB lensing: Constraints on cosmology and galaxy bias with harmonic-space power spectra
Abstract
We measured the harmonic-space power spectrum of galaxy clustering auto-correlation from the Evolutionary Map of the Universe Pilot Survey 1 data (EMU PS1) and its cross-correlation with the lensing convergence map of cosmic microwave background (CMB) from Planck Public Release 4 at the linear scale range from =2 to 500. We applied two flux density cuts at 0.18 and 0.4mJy on the radio galaxies observed at 944MHz and considered two source detection algorithms. We found the auto-correlation measurements from the two algorithms at the 0.18mJy cut to deviate for 250 due to the different criteria assumed on the source detection and decided to ignore data above this scale. We report a cross-correlation detection of EMU PS1 with CMB lensing at 5.5σ, irrespective of flux density cut. In our theoretical modelling we considered two redshift distribution simulation models that yield consistent results, a linear and a non-linear matter power spectrum, and two linear galaxy bias models. That is a constant redshift-independent galaxy bias b(z)=bg and a constant amplitude galaxy bias b(z)=bg/D(z). By fixing a cosmology model and considering a non-linear matter power spectrum, we measured a constant galaxy bias at 0.18mJy (0.4mJy) with bg=2.32+0.41-0.33 (2.18+0.17-0.25) and a constant amplitude bias with bg=1.72+0.31-0.21 (1.78+0.22-0.15). When σ8 is a free parameter for the same models at 0.18mJy (0.4mJy) with the constant model we found σ8=0.68+0.16-0.14 (0.820.10), while with the constant amplitude model we measured σ8=0.61+0.18-0.20 (0.78+0.11-0.09), respectively. Our results agree at 1σ with the measurements from Planck CMB and the weak lensing surveys and also show the potential of cosmology studies with future radio continuum survey data.
Turn this paper into a full lesson
ArcXiv compiles a staged curriculum from this paper: 8-12 lessons across beginner → advanced, synthesised section guides, visuals, flashcards, a quiz, exercises, and on-demand deep dives per section. Grounded in the abstract, never invented.