YNAO OpenIR  > 大样本恒星演化研究组
LAMOST光谱巡天中早型星及其性质研究
其他题名Early-type stars and their properties from LAMOST survey
郭彦君
学位类型博士
导师陈雪飞
2023-07-01
学位授予单位中国科学院大学
学位授予地点北京
学位专业天体物理
关键词早型星 统计学分析 恒星参数 速逃星 元素丰度
摘要早型星主要由光谱型为O、B、A型的恒星组成。它们质量大、温度高,在现代天体物理中扮演重要角色。观测表明,早型星的双星比例可高达百分之七十。双星相互作用将对早型星的演化产生重要影响。早型星双星最终可能演化形成双中子星、黑洞-中子星、双黑洞等引力波源。大质量早型星通过紫外辐射、星风损失和超新星爆炸等方式,对宇宙中的星际介质、元素增丰和恒星形成等产生重要影响。早型星星族可以用来追踪银河系旋臂结构,对银河系动力学提供更多观测限制。然而,大质量恒星因为演化过程复杂并缺乏观测限制,是恒星演化理论中最不确定的部分。此外,当前研究对早型星大气参数及统计性质进行估计时缺乏系统的、一致的方法,研究结果存在较大偏差,这使得我们无法对大质量恒星演化及双星演化给出令人满意的观测限制。LAMOST的海量光谱为早型星研究提供了难得的机遇。 本文主要是基于LAMOST中分辨率光谱开展了早型星参数和双星统计性质的研究。取得的主要研究成果如下:通过线指数方法,从LAMOST DR7中分辨率光谱巡天中识别出9382颗早型星。利用机器学习算法SLAM和模型光谱库TLUSTY,精确预测了这批样本的有效温度、表面重力加速度、金属丰度和投影自转速度。同时给出了LAMOST低分辨率光谱巡天得到的早型星的大气参数。通过和高分辨率光谱观测结果对比发现,LAMOST中、低分辨数据获得的有效温度、表面重力加速度和投影自转速度的不确定性分别为2185K、0.29 dex、11 km s-1和1642K、0.25 dex、42 km s-1。选取LAMOST中分辨率光谱巡天中有多次观测的早型星样本,根据其相对速度的变化确认双星样本,并扣除变星污染。通过蒙特卡洛模拟方法对观测数据进行全面校正,给出了早型星内禀双星比例与光谱型的关系。基于观测次数大于6次的886颗早型星样本,研究结果表明早型星内禀双星比例随温度降低而降低,随着金属丰度的降低而降低:大质量O/B型星的双星比例可以达到76%,而质量相对较小的B/A型星的双星比例约为48%,这个结论相比起两次观测样本量占主导时得出的结论要略高;金属丰度类太阳([M/H]>-0.1)的早型星双星比例为72%,而金属丰度较贫([M/H]<-0.5)的早型星双星比例为44%。同时我们检验了样本数量和观测次数对结果的影响,发现统计性质的不确定性随着样本数量和观测次数的增加而减少。结合我们在LAMOST中分辨率光谱巡天中搜寻到的高度一致的早型星样本和它们的大气参数信息,基于动力学分析,我们从最后详细筛选的4618个样本中,发现了294颗OB速逃星,并对其性质进行了研究。𝛼元素(如镁)可以用于示踪核塌缩型超新星的核合成过程,而r-过程元素(如铕)则通常用于追踪双中子星并合事件并限制恒星形成过程中的气体混合过程。在以往的研究中,通常使用一维(1D)局部热动平衡(LTE)模型来测量铕和镁的丰度。我们采用了一维非局部热动平衡(NLTE)和平均三维(<3d>)模型来测量银盘和银晕中贫金属星的镁和铕的丰度,以获得更真实和准确的结果。由1D NLTE大气模型计算出的Eu的结果比LTE略低0.1 dex,1D NLTE大气模型计算出的Mg的结果和LTE的基本一致。
其他摘要Early-type stars are massive and hot stars with spectral type span from O-type to A-type. They are important contributors to many astronomical mechanisms. Observations show that over 70% of O-type massive stars interact with their companions. Binary interactions have significant impact on the evolution of early-type stars. Early-type stars likely evolve to compact binary systems as potential gravitational-wave sources, such as double black holes, double neutron stars, and neutron star-black hole binaries. Massive early-type stars have significant effects on the interstellar medium, element enrichment, and star formation in the universe through ultraviolet radiation, stellar wind, and supernova explosions. The early-type star population can be used to trace the spiral structure in the Milky Way and provide observational constraints on the dynamics of the Milky Way. Because of the complex evolutionary process involved in the massive stars and the lack of observational constraints to these systems, the subject of massive stars is one of the most uncertain areas in stellar evolution theory. The lack of systematic and consistent study of early-type stars to estimate their atmospheric parameters and statistical properties has altered us to fully picture the evolutionary process of massive stars. Fortunately, thanks to the extensive collection of spectroscopic observations provided by the LAMOST database, this offers us a rare opportunity to study the subject of massive stars. In this thesis work, we have conducted several studies to investigate the atmospheric parameters of early-type stars based on the spectra from LAMOST and their binary statistical properties. The main research achievements accomplished are as follows: 1.We identified 9382 early-type stars from the LAMOST medium-resolution survey (MRS) by adopting the technique of measuring the equivalent widths of several diagnostic spectral lines. We estimated the stellar labels of these stars, including effective temperature (Teff), surface gravity (logg), metallicity ([M/H]), and projected rotational velocity (𝑣 sin 𝑖) via applying the data-driven technique called stellar label machine (SLAM) and the non-local thermal equilibrium TLUSTY synthetic spectra to the observations. The atmospheric parameters of early-type stars obtained from the LAMOST low-resolution survey (LRS) are also given. The errors are 𝜎(𝑇eff) = 2,185 K, 𝜎(log 𝑔) = 0.29 dex, and 𝜎(𝑣 sin 𝑖) = 11 km s−1 for MRS, and 𝜎(𝑇eff) = 1,642 K, 𝜎(log 𝑔) = 0.25 dex, and 𝜎(𝑣 sin 𝑖) = 42 km s−1 for LRS spectra, respectively. 2.Based on a sample of 9382 early-type stars identified from the LAMOST-MRS, we identified stars displaying significant variations in the measured relative radial velocity as spectroscopic binary systems. Monte Carlo simulations were then applied to the observed binary fraction to correct for any observational biases, resulting in a relationship between the intrinsic binary fraction and the spectral type of the sample stars. In the sample of 886 early-type stars with more than six observations for each of them, we found that the intrinsic binary fraction in the sample displays an increasing trend toward the population with a higher effective temperature. The binary fraction can reach up to 76% for O- and B-type stars while dropping to 48% for B- and A-type stars. A similar trend was found in the relationship between the intrinsic binary fraction and metallicity, in which the ratio achieves 72% for metal-rich stars and degrades to 44% for metal-poor stars in the sample. We also examined the influence of sample size and the number of observational cadences on the results and found that the statistical properties are constrained better towards a bigger sample size and higher number of observations. 3.Based on the large collection of early-type stars identified from the LAMOST-MRS and their derived atmospheric parameters, as noted previously, we have identified 294 OB runaway stars from the final sample of 4618 stars and investigated their kinematic properties based upon proper motions provided by the Gaia DR3. 4.𝛼 element, such as magnesium (Mg), is a useful indicator to trace the nucleosynthesis of core-collapse supernovae. R-process elements (e.g. europium (Eu)) is used to track the neutron star-neutron star merger and constrain the gas-mixing processes during the star formation. One-dimensional (1D) local thermodynamic equilibrium (LTE) models are widely adopted to measure the abundance of Mg and Eu. In this work, we apply 1D non-local thermodynamic equilibrium (NLTE) and average three-dimensional (<3d>) models to measure the abundance of Mg and Eu. The results obtained from the 1D NLTE atmospheric model show that the Eu values are slightly lower than those obtained from LTE by 0.1 dex, while the Mg values are almost consistent between the two models.
学科领域天文学
学科门类理学 ; 理学::天文学
页数0
语种中文
文献类型学位论文
条目标识符http://ir.ynao.ac.cn/handle/114a53/26412
专题大样本恒星演化研究组
作者单位中国科学院云南天文台
第一作者单位中国科学院云南天文台
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郭彦君. LAMOST光谱巡天中早型星及其性质研究[D]. 北京. 中国科学院大学,2023.
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