Accretion Disc Time Lag Distributions: Applying CREAM to Simulated AGN Light Curves
arXiv:1511.06162 · doi:10.1093/mnras/stv2744
Abstract
Active Galactic Nuclei (AGN) vary in their brightness across all wavelengths. Moreover, longer wavelength ultraviolet - optical continuum light curves appear to be delayed with respect to shorter wavelength light curves. A simple way to model these delays is by assuming thermal reprocessing of a variable point source (a lamp post) by a blackbody accretion disc. We introduce a new method, CREAM (\textbf{C}ontinuum \textbf{RE}processed \textbf{A}GN \textbf{M}arkov Chain Monte Carlo), that models continuum variations using this lamp post model. The disc light curves lag the lamp post emission with a time delay distribution sensitive to the disc temperature-radius profile and inclination. We test CREAM's ability to recover both inclination and product of black hole mass and accretion rate $\mmdot$, and show that the code is also able to infer the shape of the driving light curve. CREAM is applied to synthetic light curves expected from 1000 second exposures of a 17th magnitude AGN with a 2m telescope in Sloan g and i bands with signal to noise of 500 - 900 depending on the filter and lunar phase. We also tests CREAM on poorer quality g and i light curves with SNR = 100. We find in the high SNR case that CREAM can recover the accretion disc inclination to within an uncertainty of 5 degrees and an $\mmdot$ to within 0.04 dex.
Accepted to MNRAS November 18 2015
References in corpus (24)
- Unified Schemes for Radio-Loud Active Galactic Nuclei
- The Low-Luminosity End of the Radius-Luminosity Relationship for Active Galactic Nuclei
- Are the Variations in Quasar Optical Flux Driven by Thermal Fluctuations?
- A Structure for Quasars
- Modeling the Time Variability of SDSS Stripe 82 Quasars as a Damped Random Walk
- Active Galactic Nuclei as scaled-up Galactic black holes
- Self-Consistent Models of the AGN and Black Hole Populations: Duty Cycles, Accretion Rates, and the Mean Radiative Efficiency
- Measuring the broadband power spectra of active galactic nuclei with RXTE
- An Alternative Approach To Measuring Reverberation Lags in Active Galactic Nuclei
- Is Quasar Optical Variability a Damped Random Walk?
- Space Telescope and Optical Reverberation Mapping Project. II. Swift and HST Reverberation Mapping of the Accretion Disk of NGC 5548
- Testing thermal reprocessing in AGN accretion discs
- Quasar Accretion Disks Are Strongly Inhomogeneous
- Space Telescope and Optical Reverberation Mapping Project. I. Ultraviolet Observations of the Seyfert 1 Galaxy NGC 5548 with the Cosmic Origins Spectrograph on Hubble Space Telescope
- Swift monitoring of NGC 5548: X-ray reprocessing and short term UV/optical variability
- The Variable Diffuse Continuum Emission of Broad Line Clouds
- Quasars and the Big Blue Bump
- The innermost dusty structure in active galactic nuclei as probed by the Keck interferometer
- Correlated X-ray/Optical Variability in the Quasar MR2251-178
- Further Evidence that Quasar X-Ray Emitting Regions Are Compact: X-Ray and Optical Microlensing in the Lensed Quasar Q J0158-4325
- A dust-parallax distance of 19 megaparsecs to the supermassive black hole in NGC 4151
- A Consistent Picture Emerges: A Compact X-ray Continuum Emission Region in the Gravitationally Lensed Quasar SDSS J0924+0219
- The Case for Standard Irradiated Accretion Disks in Active Galactic Nuclei
- The fast UV variability of the active galactic nucleus in Fairall 9
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- The Sloan Digital Sky Survey Reverberation Mapping Project: Initial CIV Lag Results from Four Years of Data
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- Space Telescope and Optical Reverberation Mapping Project VI: reverberating Disk Models for NGC 5548
- The Sloan Digital Sky Survey Reverberation Mapping Project: MgII Lag Results from Four Years of Monitoring
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- The Sloan Digital Sky Survey Reverberation Mapping Project: Accretion-Disk Sizes from Continuum Lags
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- The Sloan Digital Sky Survey Reverberation Mapping Project: Improving Lag Detection with an Extended Multi-Year Baseline
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- Systematic research of low redshift optically selected SDSS Type-2 AGN but with apparent long-term optical variabilities from Catalina Sky Survey, I: data sample and basic results
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- A complex dust morphology in the high-luminosity AGN Mrk 876
- Long-term variability of the composite galaxy SDSS J103911-000057: A candidate of true Type-2 AGN
- The variability of the broad-line Balmer decrement for quasars from the Sloan Digital Sky Survey Reverberation Mapping
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- Joint Modeling of Quasar Variability and Accretion Disk Reprocessing using Latent Stochastic Differential Equations
- Standardizing reverberation-measured Mg II time-lag quasars, by using the radius-luminosity relation, and constraining cosmological model parameters
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- Scalable and Robust Multiband Modeling of AGN Light Curves in Rubin-LSST
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- Amoeba: An AGN Model of Optical Emissions Beyond steady-state Accretion discs
- The Sloan Digital Sky Survey Reverberation Mapping Project: UV-Optical Accretion Disk Measurements with Hubble Space Telescope
- Reprocessing Models for the Optical Light Curves of Hypervariable Quasars from the Sloan Digital Sky Survey Reverberation Mapping Project