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RGD及NLSY1伽马波段的流量分布及RMS-Flux关系研究

Research on the Flux Distribution and RMS-Flux Relationship of RGD and NLSY1 in the Gamma Band

  • 摘要: 研究了Fermi-LAT第4期目录中的射电星系(Radio galaxy, RDG)以及窄线型赛弗特星系1 (Narrow-line Seyfert 1, NLSY1)的γ射线流量分布特征及均方根-流量(RMS-Flux)的线性关系。基于这两类活动星系核的γ射线流量数据处理,用高斯函数和对数正态函数对其流量分布进行了拟合。通过K-S检验(Kolmogorov-Smirnov test)、S-W检验(Shapiro-Wilk test)及约化卡方(Reduced χ2)发现,射电星系及窄线型赛弗特星系1的分布都更加符合对数正态分布而非高斯分布,这表明其光变可能具有非线性和乘法性质。此外,还分别对这两类源的两种不同分组的均方根-流量关系进行了线性拟合,发现了均方根-流量有极强的线性相关性且斜率都为正。

     

    Abstract: We study the characteristics of radio galaxy (RDG) and Narrow line Seyfert 1 (NLSY1) in the fourth Fermi LAT catalogue, the distribution characteristics of γ-ray flux and the RMS-Flux linear relationship. Based on these two types of active galactic nuclei in the data processing of γ-ray flux, the Gaussian function and log-normal distribution function are used to fit the flux distribution. By K-S test, S-W test, and reduced chi square χ2. It is found that the distributions of RDG and NLSY1 are more consistent with the log-normal distribution than the Gaussian distribution, which indicates that their light variability may have nonlinear and multiplicative properties. In addition, linear fitting is also performed on two different groups of RMS-Flux for these two types of sources, and it is found that RMS-Flux has a strong linear correlation and its slopes are both positive.

     

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