Reddening-Free Q Parameters to Classify B-Type Stars with Emission Lines

IF 3.2 Q2 ASTRONOMY & ASTROPHYSICS
Galaxies Pub Date : 2023-02-15 DOI:10.3390/galaxies11010031
Y. Aidelman, L. Cidale
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引用次数: 0

Abstract

The emission-line B-type stars constitute a heterogeneous group. Many of these stars show similar optical spectroscopic features and color indices, making it difficult to classify them adequately by means of photometric and spectroscopic techniques. Thus, it is relevant to deal with appropriate classification criteria to avoid as many selection effects as possible. For this purpose, we analyzed different reddening-free Q parameters, taking advantage of the Gaia and 2MASS photometric surveys, for both main sequence and emission-line B-type stars. Along with this work, we provided various criteria to search for normal and emission-line B-type stars, using different color–color, Q–color, and Q–Q diagrams. It was also possible to identify stars in different transition phases (i.e., (Rp−J) vs. (J−Ks) diagrams) and to classify them according to their NIR radiation excesses (i.e., the (Bp−Rp) vs. (H−Ks) diagram). Other diagrams, such as the QJKHK vs. (H−Ks) or QBpJHK vs. (Bp−Ks), were very useful to search for and classify different classes of B-type stars with emission lines. These diagrams highlighted the presence of several stars, classified as CBe, with large color excesses that seemed to be caused by the presence of dust in their envelopes. Therefore, these stars would be misclassified. Three groups of HAeBe stars with different intrinsic dust properties were also distinguished. The amount of intrinsic dust emission in the diverse groups of emission-line stars was well-recognized via the QJHK vs. QBpRpHK diagram. The different selection criteria are very important tools for automated designs of machine learning and optimal search algorithms.
重定自由Q参数对具有发射线的B型星进行分类
发射线B型恒星构成了一个异质群。这些恒星中的许多表现出相似的光谱特征和颜色指数,这使得很难通过光度和光谱技术对它们进行充分的分类。因此,处理适当的分类标准以避免尽可能多的选择影响是相关的。为此,我们利用盖亚和2MASS光度测量,分析了主序星和发射线B型星的不同无红化Q参数。在这项工作的同时,我们提供了各种标准来搜索正常和发射线B型恒星,使用不同的颜色-颜色、Q-颜色和Q-Q图。还可以识别处于不同过渡阶段的恒星(即(Rp−J)与(J−Ks)图),并根据其近红外辐射过量对其进行分类(即(Bp−Rp)与(H−Ks。其他图表,如QJKHK与(H−Ks)或QBpJHK与(Bp−Ks。这些图表突出了几颗被归类为CBe的恒星的存在,它们的颜色过大,似乎是由它们的外壳中存在灰尘引起的。因此,这些恒星会被错误分类。还区分了三组具有不同内在尘埃性质的HAeBe恒星。通过QJHK与QBpRpHK的关系图,可以很好地识别出不同发射线恒星组中固有的尘埃发射量。不同的选择标准对于机器学习和最优搜索算法的自动化设计是非常重要的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Galaxies
Galaxies Physics and Astronomy-Astronomy and Astrophysics
CiteScore
4.90
自引率
12.00%
发文量
100
审稿时长
11 weeks
期刊介绍: Es una revista internacional de acceso abierto revisada por pares que proporciona un foro avanzado para estudios relacionados con astronomía, astrofísica y cosmología. Areas temáticas Astronomía Astrofísica Cosmología Astronomía observacional: radio, infrarrojo, óptico, rayos X, neutrino, etc. Ciencia planetaria Equipos y tecnologías de astronomía. Ingeniería Aeroespacial Análisis de datos astronómicos. Astroquímica y Astrobiología. Arqueoastronomía Historia de la astronomía y cosmología. Problemas filosóficos en cosmología.
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