LAMA: LAMOST Medium-Resolution Spectral Analysis Pipeline

被引:0
|
作者
Li, Chun-qian [1 ,2 ,3 ]
Shi, Jian-rong [1 ,2 ]
Yan, Hong-liang [1 ,2 ,3 ]
Bai, Zhong-rui [1 ,2 ]
Wang, Jiang-tao [1 ]
Ding, Ming-yi [1 ,2 ]
机构
[1] Chinese Acad Sci, CAS Key Lab Opt Astron, Natl Astron Observ, Beijing 100101, Peoples R China
[2] Univ Chinese Acad Sci, Sch Astron & Space Sci, Beijing 100049, Peoples R China
[3] Beijing Normal Univ, Inst Frontiers Astron & Astrophys, Beijing 102206, Peoples R China
来源
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
STELLAR ATMOSPHERIC PARAMETERS; GAIA-ESO SURVEY; CHEMICAL ABUNDANCES; MODEL ATMOSPHERES; PASTEL CATALOG; DATA RELEASE; SPECTROSCOPY; REGRESSION; TURBULENCE; ROTATION;
D O I
10.3847/1538-4365/ad5002
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
The Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST) has obtained more than 23 million spectra, opening an unprecedented opportunity to study stellar physics, as well as the formation and evolution of our Milky Way. In order to obtain the accurate stellar parameters, we develop a LAMOST Medium-Resolution Spectral Analysis Pipeline (LAMA), which estimates the stellar parameters from the LAMOST medium-resolution spectra, including the effective temperature (T eff), surface gravity ( logg ), metallicity ([Fe/H]), radial velocity, and rotational velocity ( vsini ). LAMA estimates these parameters utilizing the template-matching method. The comparison between our results and those from the high-resolution ones, including APOGEE, GALAH, and PASTEL, shows no obvious bias, indicating the reliability of our results. The accuracy of T eff and [Fe/H] can reach 75 K and 0.12 dex, respectively, for the LAMOST Medium-Resolution Spectroscopic Survey (MRS) spectra with a signal-to-noise ratio higher than 10. For dwarfs, the uncertainty of logg is around 0.17 dex, while, for giants, it ranges from 0.18 to 0.30 dex, with the errors decreasing as logg increases. Using LAMA for the LAMOST-MRS spectra, we estimate the stellar parameters of 497,412 stars. This sample will be very helpful for investigating the formation and evolution of our Galaxy.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] The Binarity of Early-type Stars from LAMOST medium-resolution Spectroscopic Survey
    Yanjun Guo
    Jiao Li
    Jianping Xiong
    Jiangdan Li
    Luqian Wang
    Heran Xiong
    Feng Luo
    Yonghui Hou
    Chao Liu
    Zhanwen Han
    Xuefei Chen
    Research in Astronomy and Astrophysics, 2022, 22 (02) : 94 - 109
  • [22] The Binarity of Early-type Stars from LAMOST medium-resolution Spectroscopic Survey
    Guo, Yanjun
    Li, Jiao
    Xiong, Jianping
    Li, Jiangdan
    Wang, Luqian
    Xiong, Heran
    Luo, Feng
    Hou, Yonghui
    Liu, Chao
    Han, Zhanwen
    Chen, Xuefei
    RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2022, 22 (02)
  • [23] Exploring the stellar rotation of early-type stars in the LAMOST medium-resolution survey
    Sun, Weijia
    Chiappini, Cristina
    ASTRONOMY & ASTROPHYSICS, 2024, 689
  • [24] LAMOST medium-resolution spectroscopic survey of binarity and exotic star (LAMOST-MRS-B): Observation strategy and target selection
    Li, Jiao
    Li, Jiang-Dan
    Guo, Yan-Jun
    Han, Zhan-Wen
    Chen, Xue-Fei
    Liu, Chao
    Ge, Hong-Wei
    Jiang, Deng-Kai
    Li, Li-Fang
    Zhang, Bo
    Liu, Jia-Ming
    Tian, Hao
    Zhang, Hao-Tong
    Yuan, Hai-Long
    Cui, Wen-Yuan
    Ren, Juan-Juan
    Cai, Jing-Hao
    Shi, Jian-Rong
    CHINESE PHYSICS B, 2023, 32 (01)
  • [25] Double- and Triple-line Spectroscopic Candidates in the LAMOST Medium-Resolution Spectroscopic Survey
    Li, Chun-qian
    Shi, Jian-rong
    Yan, Hong-liang
    Fu, Jian-Ning
    Li, Jia-dong
    Hou, Yong-Hui
    ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2021, 256 (02):
  • [26] Properties of Radial Velocities Measurement Based on LAMOST-II Medium-resolution Spectroscopic Observations
    Wang, R.
    Luo, A. -L.
    Chen, J. -J.
    Bai, Z. -R.
    Chen, L.
    Chen, X. -F.
    Dong, S. -B.
    Du, B.
    Fu, J. -N.
    Han, Z. -W.
    Hou, J. -L.
    Hou, Y. -H.
    Hou, W.
    Jiang, D. -K.
    Kong, X.
    Li, L. -F.
    Liu, C.
    Liu, J. -M.
    Qin, L.
    Shi, J. -R.
    Tian, H.
    Wu, H.
    Wu, C. -J.
    Xie, J. -W.
    Zhang, H. -T.
    Zhang, S.
    Zhao, G.
    Zhao, Y. -H.
    Zhong, J.
    Zong, W. -K.
    Zuo, F.
    ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2019, 244 (02):
  • [27] S-type Stars Discovered in Medium-resolution Spectra of LAMOST DR9
    Chen, Jing
    Luo, A-Li
    Li, Yin-Bi
    Chen, Xiang-Lei
    Wang, Rui
    Li, Shuo
    Du, Bing
    Ma, Xiao-Xiao
    ASTROPHYSICAL JOURNAL, 2022, 931 (02):
  • [28] LAMOST medium-resolution spectroscopic survey of binarity and exotic star(LAMOST-MRS-B): Observation strategy and target selection
    李蛟
    李江丹
    郭彦君
    韩占文
    陈雪飞
    刘超
    葛宏伟
    姜登凯
    李立芳
    章博
    刘佳明
    田浩
    张昊彤
    袁海龙
    崔文元
    任娟娟
    蔡靖豪
    施建荣
    Chinese Physics B, 2023, (01) : 73 - 84
  • [29] LAMOST Medium-resolution Spectroscopic Survey of Galactic Open Clusters(LAMOST-MRS-O):An Overview of Survey Plan and Preliminary Results
    张茜
    刘承志
    钟靖
    陈力
    罗阿理
    施建荣
    刘超
    陈建军
    张昊彤
    侯金良
    Research in Astronomy and Astrophysics, 2025, 25 (02) : 72 - 81
  • [30] Searching for Double-line Spectroscopic Binaries in the LAMOST Medium-resolution Spectroscopic Survey with Deep Learning
    Zheng, Zepeng
    Cao, Zhong
    Deng, Hui
    Mei, Ying
    Tan, Lei
    Wang, Feng
    ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2023, 266 (02):