论文标题
多少个组件?量化银河系中金属分布的复杂性用Apogee膨胀
How Many Components? Quantifying the Complexity of the Metallicity Distribution in the Milky Way Bulge with APOGEE
论文作者
论文摘要
我们使用SDSS/Apogee调查中的$ \ sim $ 13,000星的数据来研究该区域内凸起MDF的形状,$ | \ el | \ el | \ leq11^\ Circ $和$ | B | \ leq13^\ Circ $,并在空间上限制为$ {\ rm r_ r_ r_ r_ r_ {gc {gc} $ kpc3.5}。我们应用高斯混合物建模和非负基质分解分解技术来识别MDF组件的最佳数量和特性。我们发现MDF的形状和空间变化(在$ {\ rm [fe/h] \ geq-1} $ dex)很好地表示为三个位于[fe/h] =+$ 0.32 $,$ 0.32 $,$ -0.17 $和-0.17 $和-0.66 $ dex的三个重叠组件的平稳贡献。一旦考虑到样本量和单个测量误差的局限性,在先前研究中发现的双峰MDF与我们的三峰评估一致。 MDF的形状及其与运动学的相关性揭示了在凸起区域共存的三个组件的不同空间分布和运动学结构。我们证实了对金属富含金属恒星的共识物理解释,与世俗演变的磁盘相关,使其成为方形/花生X形棒。另一方面,在富含气体和快速恒星形成的气体环境中,金属中级恒星可能是高红移的原位形成的产物。这种解释将有助于将当今的结构与高红移星系中心形成的结构联系起来。最后,金属贫困的星星可能对应于从RR Lyrae恒星的研究中以较低金属性采样的种群的金属尾巴对应。相反,它们可能与早期厚的圆盘的金属贫穷尾巴有关。
We use data of $\sim$13,000 stars from the SDSS/APOGEE survey to study the shape of the bulge MDF within the region $|\ell|\leq11^\circ$ and $|b|\leq13^\circ$, and spatially constrained to ${\rm R_{GC}\leq3.5}$ kpc. We apply Gaussian Mixture Modeling and Non-negative Matrix Factorization decomposition techniques to identify the optimal number and the properties of MDF components. We find the shape and spatial variations of the MDF (at ${\rm [Fe/H]\geq-1}$ dex) are well represented as a smoothly varying contribution of three overlapping components located at [Fe/H]=+$0.32$, $-0.17$ and $-0.66$ dex. The bimodal MDF found in previous studies is in agreement with our trimodal assessment once the limitations in sample size and individual measurement errors are taken into account. The shape of the MDF and its correlations with kinematics reveal different spatial distributions and kinematical structure for the three components co-existing in the bulge region. We confirm the consensus physical interpretation of metal-rich stars as associated with the secularly evolved disk into a boxy/peanut X-shape bar. On the other hand, metal-intermediate stars could be the product of in-situ formation at high redshift in a gas-rich environment characterized by violent and fast star formation. This interpretation would help to link a present-day structure with those observed in formation in the center of high redshift galaxies. Finally, metal-poor stars may correspond to the metal-rich tail of the population sampled at lower metallicity from the study of RR Lyrae stars. Conversely, they could be associated with the metal-poor tail of the early thick disc.