Line Index Stellar Atmospheric Physical Parameter Measurement Based on Artificial Neural Network
文献类型：期刊论文
| 作者 | Tan Xin1; Pan Jing-chang1; Wang Jie1 ; Luo A-li2; Tu Liang-ping3
|
| 刊名 | SPECTROSCOPY AND SPECTRAL ANALYSIS
 |
| 出版日期 | 2013-06-01 |
| 卷号 | 33期号:6页码:1701-1705 |
| 关键词 | Lick line index Artificial neural network Stellar spectrum parameter LAMOST |
| 英文摘要 | By using the artificial neural network method based on the Lick line index to develop atmospheric physical parameters measurement, Kurucz synthetic spectra preprocessing was used to adapt to the requirements of the final LAMOST spectral data, Lick line index with the corresponding atmospheric physical parameter was input, and training artificial neural network was used to get the training model through DR8 spectroscopic data for testing. The artificial neural network is aimed to achieve the best experimental effect by adjusting the relevant parameters. The experimental results show that through the artificial neural network method to get the atmospheric physical parameters is feasible. |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000320012600052 |
| 源URL | [http://ir.bao.ac.cn/handle/114a11/5895]  |
| 专题 | 国家天文台_光学天文研究部 |
| 作者单位 | 1.Shandong Univ Weihai, Sch Mech Elect & Informat Engn, Weihai 264209, Peoples R China 2.Chinese Acad Sci, Key Lab Opt Astron, Natl Astron Observ, Beijing 100012, Peoples R China 3.Liaoning Univ Sci & Technol, Sch Sci, Anshan 144051, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tan Xin,Pan Jing-chang,Wang Jie,et al. Line Index Stellar Atmospheric Physical Parameter Measurement Based on Artificial Neural Network[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS,2013,33(6):1701-1705. |
| APA | Tan Xin,Pan Jing-chang,Wang Jie,Luo A-li,&Tu Liang-ping.(2013).Line Index Stellar Atmospheric Physical Parameter Measurement Based on Artificial Neural Network.SPECTROSCOPY AND SPECTRAL ANALYSIS,33(6),1701-1705. |
| MLA | Tan Xin,et al."Line Index Stellar Atmospheric Physical Parameter Measurement Based on Artificial Neural Network".SPECTROSCOPY AND SPECTRAL ANALYSIS 33.6(2013):1701-1705. |
入库方式： OAI收割
来源：国家天文台
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