Evolution of the galaxy stellar mass function: evidence for an increasing $M^*$ from $z=2$ to the present day

TL;DR

This study measures the galaxy stellar mass function from redshift 0.1 to 2.0 using extensive optical and infrared data, finding evidence that the characteristic stellar mass increases over time, influenced by methodological choices and galaxy growth processes.

Contribution

It provides new measurements of the evolving galaxy stellar mass function using multiple source extraction methods and correction techniques, highlighting the evolution of the characteristic mass $M^*$ from $z=2$ to present.

Findings

IRAC data reduces the number of massive galaxies detected.

Choice of source extraction software has minimal impact on results.

Evolving $M^*$ suggests galaxy growth via mergers is necessary.

Abstract

Utilising optical and near-infrared broadband photometry covering $> 5\,{\rm deg}^2$ in two of the most well-studied extragalactic legacy fields (COSMOS and XMM-LSS), we measure the galaxy stellar mass function (GSMF) between $0.1 < z < 2.0$. We explore in detail the effect of two source extraction methods (SExtractor and ProFound) in addition to the inclusion/exclusion of Spitzer IRAC 3.6 and 4.5$\mu$m photometry when measuring the GSMF. We find that including IRAC data reduces the number of massive ($\log_{10}(M/M_\odot) > 11.25$) galaxies found due to improved photometric redshift accuracy, but has little effect on the more numerous lower-mass galaxies. We fit the resultant GSMFs with double Schechter functions down to $\log_{10}(M/M_\odot)$ = 7.75 (9.75) at z = 0.1 (2.0) and find that the choice of source extraction software has no significant effect on the derived best-fit parameters. However, the choice of methodology used to correct for the Eddington bias has a larger impact on the high-mass end of the GSMF, which can partly explain the spread in derived $M^*$ values from previous studies. Using an empirical correction to model the intrinsic GSMF, we find evidence for an evolving characteristic stellar mass with $\delta \log_{10}(M^*/M_\odot)/\delta z$ = $-0.16\pm0.05 \, (-0.11\pm0.05)$, when using SExtractor (ProFound). We argue that with widely quenched star formation rates in massive galaxies at low redshift ($z<0.5$), additional growth via mergers is required in order to sustain such an evolution to a higher characteristic mass.