MegaMorph -- multi-wavelength measurement of galaxy structure: S\'ersic profile fits to galaxies near and far

TL;DR

This paper introduces GALFITM, a multi-wavelength galaxy surface-brightness modeling tool that improves parameter extraction by simultaneously fitting multiple images, revealing wavelength-dependent galaxy structures and biases in redshift studies.

Contribution

We developed GALFITM, extending GALFIT3 to perform multi-wavelength galaxy profile fitting, enabling more accurate and wavelength-sensitive structural measurements.

Findings

GALFITM improves parameter recovery, especially in low S/N bands.

Multi-band fitting reveals wavelength-dependent galaxy structures.

Systematic biases in high-redshift measurements are identified and discussed.

Abstract

We demonstrate a new multi-wavelength technique for two-dimensional parametric modelling of galaxy surface-brightness profiles, which we have incorporated into the widely used software GALFIT. Our new method, named GALFITM, extends GALFIT3's current single-band fitting process by simultaneously using multiple images of the same galaxy to constrain a wavelength-dependent model. Each standard profile parameter may vary as a function of wavelength, with a user-definable degree of smoothness, from constant to fully free. The performance of GALFITM is evaluated by fitting elliptical S\'ersic profiles to ugriz imaging data for 4026 galaxies, comprising the original SDSS imaging for 163 low redshift (v < 7000 kms) galaxies and 3863 artificially redshifted (0.01 < z < 0.25) images of the same galaxies. Comparing results from single-band and multi-band techniques, we show that GALFITM significantly improves the extraction of information, particularly from bands with low signal-to-noise ratio (e.g., u and z SDSS bands) when combined with higher signal-to-noise images. We also study systematic trends in the recovered parameters, particularly S\'ersic index, that appear when one performs measurements of the same galaxies at successively higher redshifts. We argue that it is vital that studies investigating the evolution of galaxy structure are careful to avoid or correct for these biases. The resulting multi-band photometric structural parameters for our sample of 163 galaxies are provided. We demonstrate the importance of considering multi-band measurements by showing that the S\'ersic indices of spiral galaxies increase to redder wavelengths, as expected for composite bulge-disk systems. Finally, for the ellipticals in our sample, which should be well-represented by single-S\'ersic models, we compare our measured parameters to those from previous studies.