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.
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页数:18
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