Morphological Classification of Local Luminous Infrared Galaxies

TL;DR

This study analyzes the morphological features of 89 luminous infrared galaxies across multiple wavelengths using non-parametric coefficients, revealing that $M_{20}$ effectively distinguishes merger stages and highlighting the importance of wavelength in morphological classification.

Contribution

The paper introduces a multi-wavelength approach using $Gini$ and $M_{20}$ coefficients to improve morphological classification and merger identification in LIRGs, emphasizing the effectiveness of $M_{20}$ especially in the H-band.

Findings

$M_{20}$ better distinguishes merger stages than $Gini$.

H-band measurements identify ongoing mergers with minimal contamination.

Star formation rate correlates differently with $M_{20}$ depending on wavelength.

Abstract

We present an analysis of the morphological classification of 89 luminous infrared galaxies (LIRGs) from the Great Observatories All-sky LIRG Survey (GOALS) sample using non-parametric coefficients and compare their morphology as a function of wavelength. We rely on images obtained in the optical (B- and I-band) as well as in the infrared (H-band and 5.8$\mu$m). Our classification is based on the calculation of $Gini$ and the second order of light ($M_{20}$) non-parametric coefficients which we explore as a function of stellar mass ($M_\star$), infrared luminosity ($L_{IR}$) and star formation rate (SFR). We investigate the relation between $M_{20}$, the specific SFR (sSFR) and the dust temperature ($T_{dust}$) in our galaxy sample. We find that $M_{20}$ is a better morphological tracer than $Gini$, as it allows to distinguish systems formed by double systems from isolated and post-merger LIRGs. The multi-wavelength analysis allows us to identify a region in the $Gini$-$M_{20}$ parameter space where ongoing mergers reside, regardless of the band used to calculate the coefficients. In particular when measured in the H-band, this region can be used to identify ongoing mergers, with a minimal contamination from LIRGs in other stages. We also find that while the sSFR is positively correlated with $M_{20}$ when measured in the mid-infrared, i.e. star-bursting galaxies show more compact emission, it is anti-correlated with the B-band based $M_{20}$. We interpret this as the spatial decoupling between obscured and un-obscured star formation, whereby the ultraviolet/optical size of a LIRGs experience an intense dust enshrouded central starburst is larger than in the one in the mid-infrared since the contrast between the nuclear to the extended disk emission is smaller in the mid-infrared. This has important implications for high redshift surveys of dusty sources. [abridged]