用对银河系的合成积分场光谱观测验证全谱拟合效果

IF 4.7 3区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Monthly Notices of the Royal Astronomical Society Pub Date : 2024-09-14 DOI:10.1093/mnras/stae2148
Zixian Wang, Sanjib Sharma, Michael R Hayden, Jesse van de Sande, Joss Bland-Hawthorn, Sam Vaughan, Marie Martig, Francesca Pinna
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引用次数: 0

摘要

正在进行的对盘状星系的深度 IFS 观测提供了与银河系(MW)进行比较以了解星系演化的机会。然而,这种比较存在许多挑战,如选择效应、观测和方法的差异以及全谱拟合方法的适当验证。在这项研究中,我们提出了一种新的代码 GalCraft 来解决这些难题,它利用简单的恒星种群模型和从 E-Galaxia 中得到的模拟 MW 恒星星表,生成模拟 MW 的 IFS 数据立方体。我们使用被广泛采用的全谱拟合代码 pPXF 来研究模拟 MW IFS 边缘观测的运动学和恒星群恢复能力。我们证实,薄盘和厚盘在运动学、平均年龄、[M/H]和[α/Fe]方面的差异是可以区分的。然而,与预期值相比,在 2 - 4 和 12 - 14 Gyr 之间的年龄分布被高估了。这可能是由于年龄间隔和 SSP 模板的退化造成的。我们发现,由于光谱分辨率不足以及视线速度分布随年龄和[M/H]的变化,恢复的运动学结果存在系统偏移。利用未来的更高分辨率和多[α/Fe]SSP模板,GalCraft将有助于验证不同R和|z|下的[α/Fe]-[M/H]分布等关键特征,并有可能推断出径向迁移和运动热效率,从而研究类似MW星系的详细化学动力学演化。
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Validating full-spectrum fitting with a synthetic integral-field spectroscopic observation of the milky way
Ongoing deep IFS observations of disk galaxies provide opportunities for comparison with the Milky Way (MW) to understand galaxy evolution. However, such comparisons are marred by many challenges such as selection effects, differences in observations and methodology, and proper validation of full-spectrum fitting methods. In this study, we present a novel code GalCraft to address these challenges by generating mock IFS data cubes of the MW using simple stellar population models and a mock MW stellar catalog derived from E-Galaxia. We use the widely adopted full-spectrum fitting code pPXF to investigate the ability to recover kinematics and stellar populations for an edge-on mock MW IFS observation. We confirm that differences in kinematics, mean age, [M/H], and [α/Fe] between thin and thick disks can be distinguished. However, the age distribution is overestimated in the ranges between 2 − 4 and 12 − 14 Gyr compared to the expected values. This is likely due to the age spacing and degeneracy of SSP templates. We find systematic offsets in the recovered kinematics due to insufficient spectral resolution and the variation of line-of-sight velocity distribution with age and [M/H]. With future higher resolution and multi-[α/Fe] SSP templates, GalCraft will be useful to validate key signatures such as [α/Fe]-[M/H] distribution at different R and |z| and potentially infer radial migration and kinematic heating efficiency to study detailed chemodynamical evolution of MW-like galaxies.
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来源期刊
CiteScore
9.10
自引率
37.50%
发文量
3198
审稿时长
3 months
期刊介绍: Monthly Notices of the Royal Astronomical Society is one of the world''s leading primary research journals in astronomy and astrophysics, as well as one of the longest established. It publishes the results of original research in positional and dynamical astronomy, astrophysics, radio astronomy, cosmology, space research and the design of astronomical instruments.
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