Cosmology and Source Redshift Distributions from Combining Radio Weak Lensing with CMB Lensing

TL;DR

This paper explores how combining radio weak lensing with CMB lensing can improve understanding of galaxy redshift distributions and tighten cosmological constraints, especially with future SKA and CMB experiments.

Contribution

It demonstrates the potential of radio-CMB lensing cross-correlation to calibrate redshift distributions and enhance cosmological parameter constraints beyond optical surveys.

Findings

Radio-CMB cross-correlation can calibrate radio source redshift distribution to 1-10%.

Next-generation SKA combined with CMB data can tighten cosmological constraints by 30%.

Radio weak lensing probes higher redshifts and larger scales, offering unique insights.

Abstract

Measurements of weak gravitational lensing using the cosmic microwave background and the shapes of galaxies have refined our understanding of the late-time history of the Universe. While optical surveys have been the primary source for cosmic shear measurements, radio continuum surveys offer a promising avenue. Relevant radio sources, principally star-forming galaxies, have populations with higher mean redshifts and are less affected by dust extinction compared to optical sources. We focus on the future mid frequency SKA radio telescope and explore the cross-correlation between radio cosmic shear and CMB lensing convergence ($\gamma_\mathrm{R}\times \kappa_\mathrm{CMB}$). We investigate its potential in constraining the redshift distribution of radio galaxy samples and improving cosmological parameter constraints, including the neutrino sector. Using simulations of the first phase of the SKA and the Simons Observatory as a CMB experiment, we show how this $\gamma_\mathrm{R}\times \kappa_\mathrm{CMB}$ cross-correlation can provide $\sim1 - 10\%$ calibration of the overall radio source redshift distribution, which in turn can significantly tighten otherwise degenerate measurements of radio galaxy bias. For the case of the next-generation full SKA, we find that the cross-correlation becomes more powerful than the equivalent with a \textit{Euclid}-like survey, with constraints $30\%$ tighter on $\Lambda$CDM parameters and narrower bounds on sum of neutrino masses at the level of $\sim 24\%$. These constraints are also driven by higher redshifts and larger scales than other galaxy-CMB cross-correlations, potentially shedding light on different physical models. Our findings demonstrate the potential of radio weak lensing in improving constraints, and establish the groundwork for future joint analyses of CMB experiments and radio continuum surveys.