MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far

Bulge–disc decomposition is a valuable tool for understanding galaxies. However, achieving robust measurements of component properties is difficult, even with high-quality imaging, and it becomes even more so with the imaging typical of large surveys. In this paper, we consider the advantages of a n...

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Main Authors: Vika, Marina, Bamford, Steven P., Haussler, Boris, Rojas, Alex L.
Format: Article
Published: Oxford University Press 2014
Subjects:
Online Access:https://eprints.nottingham.ac.uk/34972/
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author Vika, Marina
Bamford, Steven P.
Haussler, Boris
Rojas, Alex L.
author_facet Vika, Marina
Bamford, Steven P.
Haussler, Boris
Rojas, Alex L.
author_sort Vika, Marina
building Nottingham Research Data Repository
collection Online Access
description Bulge–disc decomposition is a valuable tool for understanding galaxies. However, achieving robust measurements of component properties is difficult, even with high-quality imaging, and it becomes even more so with the imaging typical of large surveys. In this paper, we consider the advantages of a new, multiband approach to galaxy fitting. We perform automated bulge– disc decompositions for 163 nearby galaxies, by simultaneously fitting multiple images taken in five photometric filters. We show that we are able to recover structural measurements that agree well with various other works, and confirm a number of key results. We additionally use our results to illustrate the link between total Sersic index and bulge–disc structure, and demonstrate that the visually classification of lenticular galaxies is strongly dependent on the inclination of their disc component. By simulating the same set of galaxies as they would appear if observed at a range of redshifts, we are able to study the behaviour of bulge–disc decompositions as data quality diminishes. We examine how our multiband fits perform, and compare to the results of more conventional, single-band methods. Multiband fitting improves the measurement of all parameters, but particularly the bulge-to-total flux ratio and component colours. We therefore encourage the use of this approach with future surveys.
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spelling nottingham-349722020-05-04T16:57:37Z https://eprints.nottingham.ac.uk/34972/ MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far Vika, Marina Bamford, Steven P. Haussler, Boris Rojas, Alex L. Bulge–disc decomposition is a valuable tool for understanding galaxies. However, achieving robust measurements of component properties is difficult, even with high-quality imaging, and it becomes even more so with the imaging typical of large surveys. In this paper, we consider the advantages of a new, multiband approach to galaxy fitting. We perform automated bulge– disc decompositions for 163 nearby galaxies, by simultaneously fitting multiple images taken in five photometric filters. We show that we are able to recover structural measurements that agree well with various other works, and confirm a number of key results. We additionally use our results to illustrate the link between total Sersic index and bulge–disc structure, and demonstrate that the visually classification of lenticular galaxies is strongly dependent on the inclination of their disc component. By simulating the same set of galaxies as they would appear if observed at a range of redshifts, we are able to study the behaviour of bulge–disc decompositions as data quality diminishes. We examine how our multiband fits perform, and compare to the results of more conventional, single-band methods. Multiband fitting improves the measurement of all parameters, but particularly the bulge-to-total flux ratio and component colours. We therefore encourage the use of this approach with future surveys. Oxford University Press 2014-11-11 Article PeerReviewed Vika, Marina, Bamford, Steven P., Haussler, Boris and Rojas, Alex L. (2014) MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far. Monthly Notices of the Royal Astronomical Society, 444 (4). pp. 3603-3621. ISSN 1365-2966 methods: data analysis techniques: image processing galaxies: fundamental parameters galaxies: photometry galaxies: structure http://mnras.oxfordjournals.org/content/444/4/3603 doi:10.1093/mnras/stu1696 doi:10.1093/mnras/stu1696
spellingShingle methods: data analysis
techniques: image processing
galaxies: fundamental parameters
galaxies: photometry
galaxies: structure
Vika, Marina
Bamford, Steven P.
Haussler, Boris
Rojas, Alex L.
MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far
title MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far
title_full MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far
title_fullStr MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far
title_full_unstemmed MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far
title_short MegaMorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far
title_sort megamorph - multiwavelength measurement of galaxy structure: physically meaningful bulge-disc decomposition of galaxies near and far
topic methods: data analysis
techniques: image processing
galaxies: fundamental parameters
galaxies: photometry
galaxies: structure
url https://eprints.nottingham.ac.uk/34972/
https://eprints.nottingham.ac.uk/34972/
https://eprints.nottingham.ac.uk/34972/