Stochastic approach to modeling the γ-ray variability of Fermi/LAT blazars

被引:0
作者
Sobolewska, M. [1 ]
Siemiginowska, A. [2 ]
Kelly, B. [3 ]
Nalewajko, K. [4 ]
机构
[1] Nicolaus Copernicus Astron Ctr, Bartycka 18, PL-00716 Warsaw, Poland
[2] Harvard Smithsonian Ctr Astrophys, Cambridge, MA 02138 USA
[3] Univ Calif Santa Barbara, Dept Phys, Santa Barbara, CA 93106 USA
[4] Stanford Univ, SLAC Natl Accelerator Lab, Kavli Inst Particle Astrophys & Cosmol, Menlo Pk, CA 94025 USA
来源
EXTRAGALACTIC JETS FROM EVERY ANGLE | 2015年 / 10卷 / 313期
关键词
black hole physics; BL Lacertae objects: general; galaxies: active; galaxies: jets; gamma rays: galaxies; EVOLUTION;
D O I
10.1017/S1743921315001805
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We studied the gamma-ray variability of 13 blazars observed with the Fermi Large Area Telescope (LAT). These blazars were among the brightest ones monitored during the first 4 years of the Fermi sky survey. We modelled their gamma-ray light curves with the Ornstein-Uhlenbeck (OU) process or mixed OU process. The power spectral density (PSD) of the OU process is a zero-centered Lorentzian function, proportional to 1/f(alpha) with a changing at a characteristic time scale, tau(0), from 0 (tau >> tau(0)) to 2 (tau << tau(0)). The PSD of the mixed OU process has in addition an intermediate part with 0 < alpha < 2 between the long and short characteristic time scales. We show that the OU model provides a good description of the Fermi/LAT light curves of three blazars in our sample. For the first time we provide constraints on the characteristic gamma-ray time scale of variability in two BL Lac sources, 3C 66A and PKS 2155-304. We find that the mixed OU process describes the light curves of the remaining 10 blazars better than the OU process. We infer that their Fermi/LAT PSD resemble power-law functions and constrain their PSD slopes.
引用
收藏
页码:21 / 26
页数:6
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