Age-divided mean stellar populations from full spectrum fitting as the simplified star formation and chemical evolution history of a galaxy: methodology and reliability
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作者:
Lee, Joon Hyeop
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Korea Astron & Space Sci Inst, Daejeon 34055, South KoreaKorea Astron & Space Sci Inst, Daejeon 34055, South Korea
Lee, Joon Hyeop
[1
]
Pak, Mina
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Korea Astron & Space Sci Inst, Daejeon 34055, South Korea
Macquarie Univ, Sch Math & Phys Sci, Sydney, NSW 2109, Australia
All Sky Astropys 3 Dimens ASTRO 3D, ARC Ctr Excellence, Parkville, Vic, AustraliaKorea Astron & Space Sci Inst, Daejeon 34055, South Korea
Pak, Mina
[1
,2
,3
]
Jeong, Hyunjin
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Korea Astron & Space Sci Inst, Daejeon 34055, South KoreaKorea Astron & Space Sci Inst, Daejeon 34055, South Korea
Jeong, Hyunjin
[1
]
Oh, Sree
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All Sky Astropys 3 Dimens ASTRO 3D, ARC Ctr Excellence, Parkville, Vic, Australia
Yonsei Univ, Yonsei Univ Observ, Dept Astron, Seoul 03722, South Korea
Australian Natl Univ, Res Sch Astron & Astrophys, Canberra, ACT 2611, AustraliaKorea Astron & Space Sci Inst, Daejeon 34055, South Korea
Oh, Sree
[3
,4
,5
]
机构:
[1] Korea Astron & Space Sci Inst, Daejeon 34055, South Korea
[2] Macquarie Univ, Sch Math & Phys Sci, Sydney, NSW 2109, Australia
[3] All Sky Astropys 3 Dimens ASTRO 3D, ARC Ctr Excellence, Parkville, Vic, Australia
[4] Yonsei Univ, Yonsei Univ Observ, Dept Astron, Seoul 03722, South Korea
[5] Australian Natl Univ, Res Sch Astron & Astrophys, Canberra, ACT 2611, Australia
We introduce a practical methodology for investigating the star formation and chemical evolution history of a galaxy: age-divided mean stellar populations (ADPs) from full spectrum fitting. In this method, the mass-weighted mean stellar populations and mass fractions (f (mass)) of young and old stellar components in a galaxy are separately estimated, which are divided with an age cut (selected to be 10(9.5) yr approximate to 3.2 Gyr in this paper). To examine the statistical reliability of ADPs, we generate 10 000 artificial galaxy spectra, each of which consists of five random simple stellar population components. Using the Penalized PiXel-Fitting ( PPXF) package, we conduct full spectrum fitting to the artificial spectra with noise as a function of wavelength, imitating the real noise of Sydney-Australian Astronomical Observatory Multi-object Integral field spectrograph (SAMI) galaxies. As a result, the Delta (= output - input) of age and metallicity appears to significantly depend on not only signal-to-noise ratio (S/N), but also luminosity fractions (f lum) of young and old components. At given S/N and f lum, Delta of young components tends to be larger than Delta of old components; e.g. sigma(Delta[M/H]) similar to 0.40 versus 0.23 at S/N = 30 and f lum = 50 per cent. The age-metallicity degeneracy appears to be insignificant, but Delta log(age/yr) shows an obvious correlation with Delta f (mass) for young stellar components (R similar to 0.6). The impact of dust attenuation and emission lines appears to be mostly insignificant. We discuss how this methodology can be applied to spectroscopic studies of the formation histories of galaxies, with a few examples of SAMI galaxies.