Confirming the Evolution of the Dust Mass Function in Galaxies over the past 5 Billion Years

The amount of evolution in the dust content of galaxies over the past five billion years of cosmic history is contested in the literature. Here we present a far-infrared census of dust based on a sample of 29,241 galaxies with redshifts ranging from 0 < z < 0.5 using data from the Herschel Astrophysical Terahertz Survey (H-ATLAS). We use the spectral energy distribution fitting tool MAGPHYS and a stacking analysis to investigate the evolution of dust mass and temperature of far-infrared-selected galaxies as a function of both luminosity and redshift. At low redshifts, we find that the mass-weighted and luminosity-weighted dust temperatures from the stacking analysis both exhibit a trend for brighter galaxies to have warmer dust. In higher redshift bins, we see some evolution in both mass-weighted and luminosity-weighted dust temperatures with redshift, but the effect is strongest for luminosity-weighted temperature. The measure of dust content in galaxies at z<0.1 (the Dust Mass Function) has a different shape to that derived using optically-selected galaxies from the same region of sky. We revise the local dust mass density (z<0.1) to $\rho_{\rm d} =(1.37\pm0.08)\times 10^5 {\rm\,M_{\odot}\,Mpc^{-3}}\,h_{70}^{-1}$; corresponding to an overall fraction of baryons (by mass) stored in dust of $f_{\rm mb} {(\rm dust)} = (2.22\pm 0.13) \times 10^{-5}$. We confirm evolution in both the luminosity density and dust mass density over the past few billion years ($\rho_{\rm d} \propto (1+z)^{2.6 \pm 0.6}$), with a flatter evolution than observed in previous FIR-selected studies. We attribute the evolution in $\rho_L$ and $\rho_m$ to an evolution in the dust mass.