论文标题

Imanga:基于Illustristng和Mastar SSP的模拟漫画星系。 I.模拟数据立方体的构建和分析

iMaNGA: mock MaNGA galaxies based on IllustrisTNG and MaStar SSPs. I. Construction and analysis of the mock data cubes

论文作者

Nanni, Lorenza, Thomas, Daniel, Trayford, James, Maraston, Claudia, Neumann, Justus, Law, David R., Hill, Lewis, Pillepich, Annalisa, Yan, Renbin, Chen, Yanping, Lazarz, Dan

论文摘要

星系形成和演化模拟是探测众所周知的天体物理学过程的重要工具,但是需要特别注意将模拟与星系观测的比较,因为观察到的数据也需要建模。我们提出了一种从水力学插图模拟中生成模拟星系的方法,该模拟适用于与SDSS-IV/漫画调查中星系的整体磁场光谱观察进行比较。首先,我们包括与真实数据的获取和分析相同的仪器效果和程序。此外,我们使用基于漫画恒星图书馆(Mastar)的新恒星种群模型从模拟中生成星系光谱。这样,我们的模拟数据立方体具有相同的空间采样,覆盖了相同的波长范围(3600-10300Å),并共享相同的光谱分辨率($ r \ of \ of1800 $)和真实漫画星系光谱的通量校准。在第一篇论文中,我们通过早期类型和TNG50的晚期模拟星系演示了该方法。我们使用相同的完整频谱拟合代码\ textsc {Firefly}分析了相同的模拟漫画样数据立方体,该代码用于观察到的光谱。我们发现,内在的和回收的年龄和金属性梯度在1 $σ$之内保持一致,所有流苏的残留量与$ 0 $在68 $ \%$ $ \%$ pustrine Level级别一致。我们还在比较固有和恢复的恒星形成历史时进行了挑战性测试,发现输入和输出之间的相似之处非常相似。在后续论文中,我们将提供一个完整的模拟漫画样目录($ \ $ \ 10,000美元的星系),并全面比较TNG50模拟与漫画观察结果。

Galaxy formation and evolution simulations are essential tools to probe poorly known astrophysics processes, but particular care is needed to compare simulations with galaxy observations, as observed data need to be modelled as well. We present a method to generate mock galaxies from the hydro-dynamical IllustrisTNG simulations which are suited to compare with integral field spectroscopic observation of galaxies from the SDSS-IV/MaNGA survey. Firstly, we include the same instrumental effects and procedures as adopted in the acquisition and analysis of real data. Furthermore, we generate the galaxy spectra from the simulations using new stellar population models based on the MaNGA stellar library (MaStar). In this way, our mock data cubes have the same spatial sampling, cover the same wavelength range (3600-10300 Å), and share the same spectral resolution ($R\approx1800$) and flux calibration of real MaNGA galaxy spectra. In this first paper, we demonstrate the method over an early-type and a late-type simulated galaxy from TNG50. We analyse the correspondent mock MaNGA-like data cubes with the same full spectral fitting code, \textsc{FIREFLY}, which was used for the observed spectra. We find that the intrinsic and recovered age and metallicity gradients are consistent within 1$σ$, with residuals over all tassels consistent with $0$ at the 68$\%$ confidence level. We also perform the challenging test at comparing intrinsic and recovered star formation histories, finding a close resemblance between input and output. In follow-up papers, we will present a full simulated MaNGA-like catalogue ($\approx10,000$ galaxies) with a comprehensive comparison of TNG50 simulations to MaNGA observational results.

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