English

Cosmology from LOFAR Two-metre Sky Survey Data Release 2: Cross-correlation with the cosmic microwave background

Cosmology and Nongalactic Astrophysics 2024-05-17 v3

Abstract

We combine the LOw-Frequency ARray (LOFAR) Two-metre Sky Survey (LoTSS) second data release (DR2) catalogue with gravitational lensing maps from the Cosmic Microwave Background (CMB) to place constraints on the bias evolution of LoTSS radio galaxies, and on the amplitude of matter perturbations. We construct a flux-limited catalogue, and analyse its harmonic-space cross-correlation with CMB lensing maps from Planck, CgκC_\ell^{g\kappa}, as well as its auto-correlation, CggC_\ell^{gg}. We explore the models describing the redshift evolution of the large-scale radio galaxy bias, discriminating between them through the combination of both CgκC_\ell^{g\kappa} and CggC_\ell^{gg}. Fixing the bias evolution, we then use these data to place constraints on the amplitude of large scale density fluctuations. We report the significance of the CgκC_\ell^{g\kappa} signal at a level of 26.6σ26.6\sigma. We determine that a linear bias evolution of the form bg(z)=bg,D/D(z)b_g(z) = b_{g,D} / D(z), where D(z)D(z) is the growth rate, is able to provide a good description of the data, and measure bg,D=1.41±0.06b_{g,D} = 1.41 \pm 0.06 for a sample flux-limited at 1.5mJy1.5\,{\rm mJy}, for scales <250\ell < 250 for CggC_\ell^{gg}, and <500\ell < 500 for CgκC_\ell^{g\kappa}. At the sample's median redshift, we obtain b(z=0.82)=2.34±0.10b(z = 0.82) = 2.34 \pm 0.10. Using σ8\sigma_8 as a free parameter, while keeping other cosmological parameters fixed to the Planck values, we find fluctuations of σ8=0.750.04+0.05\sigma_8 = 0.75^{+0.05}_{-0.04}. The result is in agreement with weak lensing surveys, and at 1σ1\sigma difference with Planck CMB constraints. We also attempt to detect the late-time integrated Sachs-Wolfe effect with LOFAR, but with the current sky coverage, the cross-correlation with CMB temperature maps is consistent with zero. Our results are an important step towards constraining cosmology with radio continuum surveys from LOFAR and other future large radio surveys.

Keywords

Cite

@article{arxiv.2310.07642,
  title  = {Cosmology from LOFAR Two-metre Sky Survey Data Release 2: Cross-correlation with the cosmic microwave background},
  author = {S. J. Nakoneczny and D. Alonso and M. Bilicki and D. J. Schwarz and C. L. Hale and A. Pollo and C. Heneka and P. Tiwari and J. Zheng and M. Brüggen and M. J. Jarvis and T. W. Shimwell},
  journal= {arXiv preprint arXiv:2310.07642},
  year   = {2024}
}

Comments

The code is available at https://github.com/snakoneczny/cosmo-pipe