2022ApJ...936..132Y -
Astrophys. J., 936, 132 (2022/September-2)
Examining AGN UV/Optical Variability beyond the Simple Damped Random Walk.
YU W., RICHARDS G.T., VOGELEY M.S., MORENO J. and GRAHAM M.J.
Abstract (from CDS):
We present damped harmonic oscillator (DHO) light-curve modeling for a sample of 12,714 spectroscopically confirmed quasars in the Sloan Digital Sky Survey Stripe 82 region. DHO is a second-order continuous-time autoregressive moving-average process, which can be fully described using four independent parameters: a natural oscillation frequency (ω0), a damping ratio (ξ), a characteristic perturbation timescale (τperturb), and an amplitude for the perturbing white noise (σϵ). The asymptotic variability amplitude of a DHO process is quantified by σDHO-a function of ω0, ξ, τperturb, and σϵ. We find that both τperturb and σϵ follow different dependencies with rest-frame wavelength (λRF) on either side of 2500 Å, whereas σDHO follows a single power-law relation with λRF. After correcting for wavelength dependence, σDHO exhibits anticorrelations with both the Eddington ratio and the black hole mass, while τperturb-with a typical value of days in the rest frame-shows an anticorrelation with the bolometric luminosity. Modeling active galactic nuclei (AGN) variability as a DHO offers more insight into the workings of accretion disks close to the supermassive black holes at the center of AGN. The newly discovered short-term variability (characterized by τperturb and σϵ) and its correlation with bolometric luminosity pave the way for new algorithms that will derive fundamental properties (e.g., Eddington ratio) of AGN using photometric data alone.
Abstract Copyright:
© 2022. The Author(s). Published by the American Astronomical Society.
Journal keyword(s):
Quasars - Active galactic nuclei - Supermassive black holes - Time series analysis - Surveys
Simbad objects:
3
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