{"title":"LAMA: LAMOST 中分辨率光谱分析管道","authors":"Chun-qian Li, Jian-rong Shi, Hong-liang Yan, Zhong-rui Bai, Jiang-tao Wang, M. Ding","doi":"10.3847/1538-4365/ad5002","DOIUrl":null,"url":null,"abstract":"\n 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\n eff), surface gravity (\n \n\n\n \n log\n g\n \n ), metallicity ([Fe/H]), radial velocity, and rotational velocity (\n \n\n\n \n v\n sin\n i\n \n ). 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\n 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 \n \n\n\n \n log\n g\n \n is around 0.17 dex, while, for giants, it ranges from 0.18 to 0.30 dex, with the errors decreasing as \n \n\n\n \n log\n g\n \n 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.","PeriodicalId":22368,"journal":{"name":"The Astrophysical Journal Supplement Series","volume":"1 3","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"LAMA: LAMOST Medium-Resolution Spectral Analysis Pipeline\",\"authors\":\"Chun-qian Li, Jian-rong Shi, Hong-liang Yan, Zhong-rui Bai, Jiang-tao Wang, M. Ding\",\"doi\":\"10.3847/1538-4365/ad5002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n 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\\n eff), surface gravity (\\n \\n\\n\\n \\n log\\n g\\n \\n ), metallicity ([Fe/H]), radial velocity, and rotational velocity (\\n \\n\\n\\n \\n v\\n sin\\n i\\n \\n ). 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\\n 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 \\n \\n\\n\\n \\n log\\n g\\n \\n is around 0.17 dex, while, for giants, it ranges from 0.18 to 0.30 dex, with the errors decreasing as \\n \\n\\n\\n \\n log\\n g\\n \\n 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.\",\"PeriodicalId\":22368,\"journal\":{\"name\":\"The Astrophysical Journal Supplement Series\",\"volume\":\"1 3\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Astrophysical Journal Supplement Series\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3847/1538-4365/ad5002\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Astrophysical Journal Supplement Series","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3847/1538-4365/ad5002","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
大天区多目标光纤光谱望远镜(LAMOST)已经获得了超过2300万个光谱,为研究恒星物理学以及银河系的形成和演化提供了前所未有的机会。为了获得准确的恒星参数,我们开发了一个 LAMOST 中分辨率光谱分析管道(LAMA),它可以根据 LAMOST 中分辨率光谱估算恒星参数,包括有效温度(T eff)、表面引力(log g)、金属性([Fe/H])、径向速度和旋转速度(v sin i)。LAMA 利用模板匹配法估算了这些参数。将我们的结果与 APOGEE、GALAH 和 PASTEL 等高分辨率的结果进行比较,没有发现明显的偏差,说明我们的结果是可靠的。对于信噪比大于10的LAMOST中分辨率光谱巡天(MRS)光谱,T eff和[Fe/H]的精度分别可以达到75 K和0.12 dex。对于矮星,log g 的不确定性约为 0.17 dex,而对于巨星,其不确定性在 0.18 至 0.30 dex 之间,误差随着 log g 的增大而减小。利用 LAMA 分析 LAMOST-MRS 光谱,我们估算出了 497,412 颗恒星的恒星参数。这个样本对研究我们银河系的形成和演化非常有帮助。
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 (
log
g
), metallicity ([Fe/H]), radial velocity, and rotational velocity (
v
sin
i
). 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
log
g
is around 0.17 dex, while, for giants, it ranges from 0.18 to 0.30 dex, with the errors decreasing as
log
g
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.