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首页> 外文期刊>The Astrophysical journal >Inverting Color-Magnitude Diagrams to Access Precise Star Cluster Parameters: A Bayesian Approach*
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Inverting Color-Magnitude Diagrams to Access Precise Star Cluster Parameters: A Bayesian Approach*

机译:反转色度图以获取精确的星团参数:贝叶斯方法*

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We demonstrate a new Bayesian technique to invert color-magnitude diagrams of main-sequence and white dwarf stars to reveal the underlying cluster properties of age, distance, metallicity, and line-of-sight absorption, as well as individual stellar masses. The advantages our technique has over traditional analyses of color-magnitude diagrams are objectivity, precision, and explicit dependence on prior knowledge of cluster parameters. Within the confines of a given set of often-used models of stellar evolution, a single mapping of initial to final masses, and white dwarf cooling, and assuming photometric errors that one could reasonably achieve with the Hubble Space Telescope, our technique yields exceptional precision for even modest numbers of cluster stars. For clusters with 50-400 members and one to a few dozen white dwarfs, we find typical internal errors of σ([Fe/H]) ≤ 0.03 dex, σ(m - MV) ≤ 0.02 mag, and σ(AV) ≤ 0.01 mag. We derive cluster white dwarf ages with internal errors of typically only 10% for clusters with only three white dwarfs and almost always ≤5% with 10 white dwarfs. These exceptional precisions will allow us to test white dwarf cooling models and standard stellar evolution models through observations of white dwarfs in open and globular clusters.
机译:我们展示了一种新的贝叶斯技术,可以反转主序和白矮星的色度图,以揭示年龄,距离,金属性和视线吸收以及单个恒星质量的潜在星团性质。与传统的色度图分析相比,我们的技术具有的优势是客观性,精确度和对簇参数先验知识的显式依赖。在给定的一组常用的恒星演化模型,初始质量到最终质量的单一映射以及白矮星冷却的范围内,并假设使用哈勃太空望远镜可以合理实现的光度学误差,我们的技术产生了卓越的精度即使是数量不多的星团星。对于具有50-400个成员和一到几十个白矮星的星团,我们发现σ([Fe / H])≤0.03 dex,σ(m-MV)≤0.02 mag和σ(AV)≤的典型内部误差0.01 mag。对于只有三个白矮星的星团,我们得出的集群白矮星年龄的内部误差通常只有10%,而对于有10个白矮星的星团,内部误差几乎总是≤5%。这些非凡的精度将使我们能够通过观察开放和球状星团中的白矮星来测试白矮星冷却模型和标准恒星演化模型。

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