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利用星系数密度对快速射电暴环境的统计推断

Statistical inference of fast radio burst environments using galaxy number density

Vignesh V. V. Rao, Tetsuya Hashimoto, Tomotsugu Goto, Shotaro Yamasaki, Mohanraj Madheshwaran, Sridhar Gajendran, Tomoki Wada, Simon C. -C. Ho, Terry Long Phan, Yuri Uno, Amos Y. -A. Chen, Hiroto Masaka

arXiv 2608.09192首次发表:更新:

AI 中文总结

本研究利用WISE x PS1星表,通过KS检验统计分析CHIME星表1中19个重复FRB与253个非重复FRB的环境,发现二者环境无显著差异,且FRB或偏好低密度星系环境,凸显大样本FRB研究的必要性。

AI 中文摘要

快速射电暴(FRBs)是明亮的毫秒级射电瞬变,其起源尚不清楚,分为重复暴和非重复暴,可能对应不同的前身星类型,但因已定位的FRBs数量有限,难以验证该区分。大尺度星系环境可揭示FRBs寄主星系及其前身星的性质:高of数密度区域通常与年老星系相关,低数密度区域则与年轻恒星形成星系或质量较小的宁静星系相关。本研究利用WISE x PS1星表中的星系,对CHIME星表1中的19个重复暴和253个非重复暴的环境进行统计评估,采用柯尔莫哥洛夫-斯米尔诺夫(KS)检验,结果显示两类FRBs的环境无显著差异(KS检验p值为0.673),表明差异的统计显著性可能依赖小样本统计,凸显未来FRB样本的必要性。有趣的是,FRBs与随机星系场的对比显示,FRBs可能更倾向于发生在星系低密度环境中,与随机星系孔径相比,其中位数KS检验p值为2.84×10^-2。

英文摘要

Fast radio bursts (FRBs) are bright, millisecond-duration radio transients of unknown origin. They are categorized as repeaters and non-repeaters, possibly indicating distinct progenitor types. However, validating this distinction is difficult because of the limited number of localized FRBs. Large-scale galactic environments can provide insight into the nature of the host galaxies of FRBs and their progenitors. High-number-density regions are typically associated with old galaxies, whereas low-number-density regions are linked to young star-forming or less massive quiescent galaxies. In this study, we use galaxy number density to statistically assess the environments of 19 repeaters and 253 non-repeaters from CHIME Catalog 1, using galaxies from the WISE x PS1 catalog. A Kolmogorov-Smirnov (KS) test showed no significant difference between the two populations ($p_{\rm KS} = 0.673$). This result indicates that the statistical significance of the difference could depend on small-number statistics, highlighting the necessity of future FRB samples. Intriguingly, a comparison of FRBs with random galaxy fields suggests that FRBs may preferentially occur in underdense galactic environments, with a median $p$-value ($p_{\rm KS}$) of $2.84 \times 10^{-2}$ compared to random galaxy apertures.

Comments12 pages, 5 figures, accepted for publication in Publications of the Astronomical Society of the Pacific (PASP) on 28 July 2026

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