Optical Variability of Quasars with 20-Year Photometric Light Curves
arXiv:2201.02762 · doi:10.1093/mnras/stac1259
Abstract
We study the optical photometric variability of a sample of 190 quasars within the SDSS Stripe 82 region that have long-term photometric coverage during with SDSS, PanSTARRS-1, the Dark Energy Survey, and dedicated follow-up monitoring with Blanco 4m/DECam. With on average nightly epochs per quasar per filter band, we improve the parameter constraints from a Damped Random Walk (DRW) model fit to the light curves over previous studies with 10-15 yr baselines and epochs. We find that the average damping timescale continues to rise with increased baseline, reaching a median value of days ( band) in the rest-frame of these quasars using the 20-yr light curves. Some quasars may have gradual, long-term trends in their light curves, suggesting that either the DRW fit requires very long baselines to converge, or that the underlying variability is more complex than a single DRW process for these quasars. Using a subset of quasars with better-constrained (less than 20\% of the baseline), we confirm a weak wavelength dependence of . We further quantify optical variability of these quasars over days to decades timescales using structure function (SF) and power spectrum density (PSD) analyses. The SF and PSD measurements qualitatively confirm the measured (hundreds of days) damping timescales from the DRW fits. However, the ensemble PSD is steeper than that of a DRW on timescales less than a month for these luminous quasars, and this second break point correlates with the longer DRW damping timescale.
20 pages, 24 figures
References in corpus (19)
- Array Programming with NumPy
- A Catalog of Quasar Properties from SDSS DR7
- Some Aspects of Measurement Error in Linear Regression of Astronomical Data
- Modeling the Time Variability of SDSS Stripe 82 Quasars as a Damped Random Walk
- Active Galactic Nuclei: what's in a name?
- Is Quasar Optical Variability a Damped Random Walk?
- A characteristic optical variability timescale in astrophysical accretion disks
- Are the Variability Properties of the Kepler AGN Light Curves Consistent with a Damped Random Walk?
- Optical variability of AGN in the PTF/iPTF survey
- Limitations on the recovery of the true AGN variability parameters using Damped Random Walk modeling
- Improving Damped Random Walk parameters for SDSS Stripe 82 Quasars with Pan-STARRS1
- A Systematic Search for Periodically Varying Quasars in Pan-STARRS1: An Extended Baseline Test in Medium Deep Survey Field MD09
- The Discovery of Timescale-Dependent Color Variability of Quasars
- Measuring Quasar Variability with Pan-STARRS1 and SDSS
- How far is quasar UV/optical variability from damped random walk at low frequency?
- Optically variable active galactic nuclei in the 3 yr VST survey of the COSMOS field
- Analyses on the Variability Asymmetry of Kepler AGNs
- Characterization of Optical Light Curves of Extreme Variability Quasars Over a ~16-yr Baseline
- Observational nonstationarity of AGN variability: The only way to go is down!
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