AGN variability in the age of VRO
arXiv:2110.13149 · doi:10.3847/1538-4357/ac9eb2
Abstract
Over the next ten years, the Vera C.\ Rubin Observatory (VRO) will observe 10 million active galactic nuclei (AGN) with a regular and high cadence. During this time, the intensities of most of these AGN will fluctuate stochastically. Here, we explore the prospects to quantify precisely these fluctuations with VRO measurements of AGN light curves. To do so, we suppose that each light curve is described by a damped random walk with a given fluctuation amplitude and correlation time. Theoretical arguments and some current measurements suggest that the correlation timescale and fluctuation amplitude for each AGN may be correlated with other observables. We use an expected-information analysis to calculate the precision with which these parameters will be inferred from the measured light curves. We find that the measurements will be so precise as to allow the AGN to be separated into up to different correlation-timescale bins. We then show that if the correlation time varies as some power of the luminosity, the normalization and power-law index of that relation will be determined to . These results suggest that with VRO, precisely measured variability parameters will take their place alongside spectroscopy in the detailed characterization of individual AGN and in the study of AGN population statistics. Analogous analyses will be enabled by other time-domain projects, such as CMB-S4.
arXiv comment9 pages, 8 figures
References in corpus (43)
- An Observational Determination of the Bolometric Quasar Luminosity Function
- Modeling the Time Variability of SDSS Stripe 82 Quasars as a Damped Random Walk
- Active Galactic Nuclei: what's in a name?
- Non-linear X-ray variability in X-ray binaries and active galaxies
- Investigating a Fluctuating-accretion Model for the Spectral-timing Properties of Accreting Black Hole Systems
- The Discovery of the First "Changing Look" Quasar: New Insights into the Physics & Phenomenology of AGN
- Quantifying Quasar Variability As Part of a General Approach To Classifying Continuously Varying Sources
- Is Quasar Optical Variability a Damped Random Walk?
- A Systematic Search for Changing-Look Quasars in SDSS
- A Description of Quasar Variability Measured Using Repeated SDSS and POSS Imaging
- X-ray variability of 104 active galactic nuclei. XMM-Newton power-spectrum density profiles
- Discovery of 21 New Changing-look AGNs in Northern Sky
- Swift monitoring of NGC 5548: X-ray reprocessing and short term UV/optical variability
- A characteristic optical variability timescale in astrophysical accretion disks
- Optimal Time-Series Selection of Quasars
- A Stochastic Model for the Luminosity Fluctuations of Accreting Black Holes
- Are the Variability Properties of the Kepler AGN Light Curves Consistent with a Damped Random Walk?
- Correlated long-term optical and X-ray variations in NGC 5548
- The Kepler Light Curves of AGN: A Detailed Analysis
- Optical variability of AGN in the PTF/iPTF survey
- The Extended Baryon Oscillation Spectroscopic Survey: Variability Selection and Quasar Luminosity Function
- Limitations on the recovery of the true AGN variability parameters using Damped Random Walk modeling
- Correlation and time delays of the X-ray and optical emission of the Seyfert Galaxy NGC3783
- Radio Variability in Seyfert Nuclei
- Scenarios for ultrafast gamma-ray variability in AGN
- Extracting Information from AGN Variability
- Mid-Infrared Variability from the Spitzer Deep, Wide-Field Survey
- A model for AGN variability on multiple timescales
- Variability of Active Galactic Nuclei from the Optical to X-ray Regions
- A Degeneracy in DRW Modelling of AGN Light Curves
- Characteristic Variability Timescales in the Gamma-ray Power Spectra of Blazars
- Variability-based AGN selection using image subtraction in the SDSS and LSST era
- Spitzer Space Telescope Measurements of Dust Reverberation Lags in the Seyfert 1 Galaxy NGC 6418
- AGN Reddening and Ultraviolet Extinction Curves from Hubble Space Telescope Spectra
- Long term γ -ray variability of blazars
- On the Nature of X-ray Variability in Ark 564
- The QUEST-La Silla AGN Variability Survey: selection of AGN candidates through optical variability
- A forward modelling approach to AGN variability -- Method description and early applications
- A random forest-based selection of optically variable AGN in the VST-COSMOS field
- A Method to Measure the Unbiased Decorrelation Timescale of the AGN Variable Signal from Structure Functions
- X-ray variability time scales in Active Galactic Nuclei
- The role of an accretion disk in AGN variability
- Optical variability of quasars: a damped random walk