Cross-correlating the EMU Pilot Survey 1 with CMB lensing: Constraints on cosmology and galaxy bias with harmonic-space power spectra
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...
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Zusammenfassung: | 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 $\ell=2$ to 500. We applied two flux density cuts at $0.18$ and
$0.4$mJy 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 $\ell\gtrsim250$ 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 $\sim$5.5$\sigma$, 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 $b(z)=b_g$ and a constant amplitude galaxy bias $b(z)=b_g/D(z)$. By
fixing a cosmology model and considering a non-linear matter power spectrum, we
measured a constant galaxy bias at $0.18$mJy ($0.4$mJy) with
$b_g=2.32^{+0.41}_{-0.33}$ ($2.18^{+0.17}_{-0.25}$) and a constant amplitude
bias with $b_g=1.72^{+0.31}_{-0.21}$ ($1.78^{+0.22}_{-0.15}$). When $\sigma_8$
is a free parameter for the same models at $0.18$mJy ($0.4$mJy) with the
constant model we found $\sigma_8=0.68^{+0.16}_{-0.14}$ ($0.82\pm0.10$), while
with the constant amplitude model we measured $\sigma_8=0.61^{+0.18}_{-0.20}$
($0.78^{+0.11}_{-0.09}$), respectively. Our results agree at $1\sigma$ 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. |
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DOI: | 10.48550/arxiv.2411.05913 |