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arXiv 0905.2980astro-ph.GA
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依巴谷资料中邻近恒星的速度分布I.移动群体的意义

The velocity distribution of nearby stars from Hipparcos data I. The significance of the moving groups

Jo Bovy, David W. Hogg, Sam T. Roweis

摘要:

我们提出了一个三维重建的速度分布的附近的恒星(<~ 100 pc)使用极大似然密度估计技术适用于二维切向速度的恒星。底层分布被建模为高斯分量的混合。该算法重建的误差反卷积分布函数,即使个别明星有独特的错误和丢失的数据属性。我们将这种技术应用于依巴谷卫星观测到的11,865颗主序星的运动学无偏样本的切向速度测量。我们探索各种方法来验证所得到的速度分布函数的复杂性,包括基于贝叶斯模型选择的标准,以及我们的重建如何准确地预测来自日内瓦-哥本哈根调查(GCS)的恒星样本的径向速度。使用这个非常保守的外部验证测试的基础上的GCS,我们发现,几乎没有证据表明结构的分布函数超越移动组之前建立的依巴谷任务。这是在这里进行的内部测试和以前的分析,这始终指向速度分布中的最大结构形成鲜明对比。我们量化的径向速度测量的信息内容,并发现从一个单一的恒星径向速度测量获得的新信息的平均量是显着的。这就为补充径向速度调查即将到来的天体测量调查。

英文摘要:

We present a three-dimensional reconstruction of the velocity distribution of nearby stars (<~ 100 pc) using a maximum likelihood density estimation technique applied to the two-dimensional tangential velocities of stars. The underlying distribution is modeled as a mixture of Gaussian components. The algorithm reconstructs the error-deconvolved distribution function, even when the individual stars have unique error and missing-data properties. We apply this technique to the tangential velocity measurements from a kinematically unbiased sample of 11,865 main sequence stars observed by the Hipparcos satellite. We explore various methods for validating the complexity of the resulting velocity distribution function, including criteria based on Bayesian model selection and how accurately our reconstruction predicts the radial velocities of a sample of stars from the Geneva-Copenhagen survey (GCS). Using this very conservative external validation test based on the GCS, we find that there is little evidence for structure in the distribution function beyond the moving groups established prior to the Hipparcos mission. This is in sharp contrast with internal tests performed here and in previous analyses, which point consistently to maximal structure in the velocity distribution. We quantify the information content of the radial velocity measurements and find that the mean amount of new information gained from a radial velocity measurement of a single star is significant. This argues for complementary radial velocity surveys to upcoming astrometric surveys.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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