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arXiv 2408.01876astro-ph.HEastro-ph.GA
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选择偏差掩盖了快速射电暴源头的发现

Selection bias obfuscates the discovery of fast radio burst sources

Mohit Bhardwaj, Jimin Lee, Kevin Ji

AI总结:

本文通过非定向巡天FRB宿主样本,发现星系倾角相关的选择偏差导致FRB发生率被低估约两倍,并削弱了球状星团作为主要起源的可能性,对FRB前身星模型和后续观测策略具有重要启示。

摘要:

快速射电暴(FRB)是一类新发现的河外射电瞬变现象,其特征是高能量和短持续时间(约微秒至毫秒)[1]。其难以捉摸的物理起源仍是当前研究的课题,磁星逐渐成为主要候选体[2],[3]。以往研究采用了多种方法来解决FRB起源问题,包括对FRB宿主星系及其局部环境的统计分析[4]-[6]、对FRB发生率随红移演化的评估[7]-[9],以及对所提出的多信使FRB对应体的搜寻[10]。然而,这些研究容易受到因未考虑的射电和光学选择效应而产生的显著偏差的影响。在此,我们利用由非定向巡天发现的FRB所识别的宿主样本,提供了经验证据,表明在倾角较大(侧向)的星系中探测FRB存在显著的选择偏差。这种与倾角相关的偏差很可能导致文献中报告的FRB发生率被显著低估(约低估两倍),并且不支持球状星团作为FRB源的主要起源,这与之前的推测相反[6]。这些结论对FRB前身星模型和有针对性的FRB后续观测策略具有重要意义。我们进一步研究了这种偏差对不同宿主环境中FRB相对发生率的影响。我们的分析表明,FRB宿主星系中的散射很可能是造成所观测到的偏差的原因[11],[12]。然而,需要更大的定位FRB样本来稳健地量化其在倾角相关选择偏差中的贡献。

英文摘要:

FRBs are a newly discovered class of extragalactic radio transients characterised by their high energy and short-duration (~$μ$s-ms)[1]. Their elusive physical origin remains a subject of ongoing research, with magnetars emerging as leading candidates[2],[3]. Previous studies have employed various methodologies to address the FRB origin problem, including demographic analyses of FRB host galaxies and their local environments[4]-[6], assessments of FRB rate evolution with redshift[7]-[9], and searches for proposed multi-messenger FRB counterparts[10]. However, these studies are susceptible to significant biases stemming from unaccounted radio and optical selection effects. Here we present empirical evidence for a substantial selection bias against detecting FRBs in galaxies with large inclination angles (edge-on) using a sample of hosts identified for FRBs discovered by untargeted surveys. This inclination-related bias likely leads to a significant underestimation (by about a factor of two) of the FRB rates reported in the literature and disfavours globular clusters as the dominant origin of FRB sources, as previously speculated[6]. These conclusions have important implications for FRB progenitor models and targeted FRB follow-up strategies. We further investigate the impact of this bias on the relative rate of FRBs in different host environments. Our analysis suggests that scattering in FRB hosts is likely responsible for the observed bias[11],[12]. However, a larger sample of localised FRBs is required to robustly quantify its contribution in the inclination-related selection bias.

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