论文标题

gaia dr3中BP/RP光谱的信息含量

Information content of BP/RP spectra in Gaia DR3

论文作者

Witten, Callum E. C., Aguado, David S., Sanders, Jason L., Belokurov, Vasily, Evans, N. Wyn, Koposov, Sergey E., Prieto, Carlos Allende, De Angeli, Francesca, Irwin, Mike J.

论文摘要

Gaia Data Release 3已为天文学界提供了迄今为止最大的恒星光谱调查($> 2.2亿美元的来源)。低分辨率(r $ \ sim $ 50)蓝色光度计(BP)和红色光度计(RP)光谱将允许估计出色的大气参数,例如有效温度,表面重力和金属性。我们创建模拟GAIA BP/RP光谱,并使用Fisher Information矩阵来探测BP/RP光谱的恒星参数测量的分辨率限制。然后,该分析提供的最佳场景不确定性随后用于产生模拟观察的恒星种群,以评估识别极高金属贫困(EMP)恒星的假阳性率(FPR)。我们得出的结论是,通过BP/RP光谱,社区将能够自信地识别出比$ G = 16 $更明亮的金属贫困恒星。误差将被误报所淹没。当采用常用的$ G <14 $ $ g <14 $限制的金属贫困星搜索时,我们发现了低金属级制度[Fe/h] $ <$ -2,-2.5和-3的FPR,分别为14 $ \%$,33 $ \%\%$ \%$和56 $ \%$,为先前的目标广告系列提供了重大改进的潜在改善。此外,我们探索可直接从BP/RP光谱获得的化学敏感性和$α$元素。我们发现$σ_{a(c)} <1 $ dex的绝对碳丰度不确定性用于碳富集的金属罚款(CEMP)恒星,这表明有可能识别CEMP恒星群体以进行更高分辨率光谱的随访确认。最后,我们发现使用BP/RP光谱中的$α$元素丰度测量中的大型不确定性意味着有效获得这些丰度将是具有挑战性的。

Gaia Data Release 3 has provided the astronomical community with the largest stellar spectroscopic survey to date ($>$ 220 million sources). The low resolution (R$\sim$50) blue photometer (BP) and red photometer (RP) spectra will allow for the estimation of stellar atmospheric parameters such as effective temperature, surface gravity and metallicity. We create mock Gaia BP/RP spectra and use Fisher information matrices to probe the resolution limit of stellar parameter measurements using BP/RP spectra. The best-case scenario uncertainties that this analysis provides are then used to produce a mock-observed stellar population in order to evaluate the false positive rate (FPR) of identifying extremely metal-poor (EMP) stars. We conclude that the community will be able to confidently identify metal-poor stars at magnitudes brighter than $G = 16$ using BP/RP spectra. At fainter magnitudes true detections will start to be overwhelmed by false positives. When adopting the commonly-used $G < 14$ limit for metal-poor star searches, we find a FPR for the low-metallicity regimes [Fe/H] $<$ -2, -2.5 and -3 of just 14$\%$, 33$\%$ and 56$\%$ respectively, offering the potential for significant improvements on previous targeting campaigns. Additionally, we explore the chemical sensitivity obtainable directly from BP/RP spectra for Carbon and $α$-elements. We find an absolute Carbon abundance uncertainty of $σ_{A(C)} < 1$ dex for Carbon-enriched metal-poor (CEMP) stars, indicating the potential to identify a CEMP stellar population for follow-up confirmation with higher resolution spectroscopy. Finally, we find that large uncertainties in $α$-element abundance measurements using BP/RP spectra means that efficiently obtaining these abundances will be challenging.

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