论文标题
SDSS-IV漫画:当地宇宙中低质量星系的恒星形成历史的贝叶斯分析
SDSS-IV MaNGA: Bayesian analysis of the star formation history of low-mass galaxies in the local Universe
论文作者
论文摘要
我们测量了SDSS-IV漫画调查中的$ M_ \ ast <10^9m_ \ odot $的低质量星系样本的星形形成历史(SFH)。每个星系的大量IFU光谱要么合并以达到高信号与噪声比,要么用于研究空间变化。我们使用基于全光谱拟合的贝叶斯推论。我们基于贝叶斯证据比率的分析表明,对允许旧恒星种群的存在的模型有很强的优先偏好,并且SFH的不当模型可以大大低估这些星系中的旧人群。在约束数据中添加NIR光度法可以进一步区分不同的SFH模型家族,并显着收紧旧人群中质量分数的约束。在当今的低质量星系中,平均一半以上是恒星质量,至少在8个回旋前形成,而过去4个回旋中约为30 \%。平均而言,卫星星系比中央星系更早地形成了恒星质量。 SFH的径向依赖性很弱。我们的结果表明,大多数低质量星系都有活跃星形形成的早期发作,产生了当前恒星质量的很大一部分。
We measure the star formation histories (SFH) of a sample of low-mass galaxies with $M_\ast<10^9M_\odot$ from the SDSS-IV MaNGA survey. The large number of IFU spectra for each galaxy are either combined to reach a high signal to noise ratio or used to investigate spatial variations. We use Bayesian inferences based on full spectrum fitting. Our analysis based on Bayesian evidence ratio indicates a strong preferencefor a model that allows the presence of an old stellar population, and that an improper model for the SFH can significantly underestimate the old population in these galaxies. The addition of NIR photometry to the constraining data can further distinguish between different SFH model families and significantly tighten the constraints on the mass fraction in the old population. On average more than half of the stellar mass in present-day low-mass galaxies formed at least 8 Gyrs ago, while about 30\% within the past 4 Gyrs. Satellite galaxies on average have formed their stellar mass earlier than central galaxies. The radial dependence of the SFH is quite weak. Our results suggest that most of the low-mass galaxies have an early episode of active star formation that produces a large fraction of their present stellar mass.