Expectations for time-delay measurements in active galactic nuclei with the Vera Rubin Observatory
arXiv:2301.08975 · doi:10.1051/0004-6361/202345844
Abstract
The Vera Rubin Observatory will provide an unprecedented set of time-dependent observations of the sky. The planned Legacy Survey of Space and Time (LSST) operating for 10 years will provide dense lightcurves for thousands of active galactic nuclei (AGN) in Deep Drilling Fields (DDFs) and less dense lightcurves for millions of AGN. We model the prospects for measuring time delays for emission lines with respect to the continuum, using these data. We model the artificial lightcurves using Timmer-Koenig algorithm, we use the exemplary cadence to sample them, we supplement lightcurves with the expected contamination by the strong emission lines (Hbeta, Mg II and CIV as well as with Fe II pseudo-continuum and the starlight). We choose the suitable photometric bands appropriate for the redshift and compare the assumed line time delay with the recovered time delay for 100 statistical realizations of the light curves. We show that time delays for emission lines can be well measured from the Main Survey for the bright tail of the quasar distribution (about 15% of all sources) with the accuracy within 1 sigma error, for DDFs results for fainter quasars are also reliable when all 10 years of data are used. There are also some prospects to measure the time delays for the faintest quasars at the smallest redshifts from the first two years of data, and eventually even from the first season. The entire quasar population will allow obtaining results of apparently high accuracy but in our simulations, we see a systematic offset between the assumed and recovered time delay depending on the redshift and source luminosity which will not disappear even in the case of large statistics. Such a problem might affect the slope of the radius-luminosity relation and cosmological applications of quasars if simulations correcting for such effects are not performed.
arXiv commentAstronomy & Astrophysics in press
References in corpus (73)
- Stellar population synthesis at the resolution of 2003
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- Reverberation Measurements for 17 Quasars and the Size-Mass-Luminosity Relations in Active Galactic Nuclei
- Central Masses and Broad-Line Region Sizes of Active Galactic Nuclei. II. A Homogeneous Analysis of a Large Reverberation-Mapping Database
- The Low-Luminosity End of the Radius-Luminosity Relationship for Active Galactic Nuclei
- Are the Variations in Quasar Optical Flux Driven by Thermal Fluctuations?
- On Uncertainties in Cross-Correlation Lags and the Reality of Wavelength-Dependent Continuum Lags in Active Galactic Nuclei
- Non-linear X-ray variability in X-ray binaries and active galaxies
- The Lick AGN Monitoring Project: Broad-Line Region Radii and Black Hole Masses from Reverberation Mapping of Hbeta
- The diversity of quasars unified by accretion and orientation
- The AGN Black Hole Mass Database
- An Alternative Approach To Measuring Reverberation Lags in Active Galactic Nuclei
- Is Quasar Optical Variability a Damped Random Walk?
- The Bolometric Quasar Luminosity Function at z = 0-7
- Testing thermal reprocessing in AGN accretion discs
- Flexible and Scalable Methods for Quantifying Stochastic Variability in the Era of Massive Time-Domain Astronomical Data Sets
- The origin of the Broad Line Region in Active Galactic Nuclei
- Spatially resolved rotation of the broad-line region of a quasar at sub-parsec scale
- Supermassive Black Holes with High Accretion Rates in Active Galactic Nuclei. IV. H Time Lags and Implications for Super-Eddington Accretion
- The Sloan Digital Sky Survey Reverberation Mapping Project: H and H Reverberation Measurements From First-year Spectroscopy and Photometry
- Reverberation mapping of Active Galactic Nuclei: from X-ray corona to dusty torus
- Spectral properties of quasars from Sloan Digital Sky Survey data release 14: The catalog
- Supermassive Black Holes with High Accretion Rates in Active Galactic Nuclei. IX 10 New Observations of Reverberation Mapping and Shortened H Lags
- Steps Toward Determination of the Size and Structure of the Broad-Line Region in Active Galactic Nuclei. XVI. A Thirteen-Year Study of Spectral Variability in NGC 5548
- The Structure of the Broad Line Region in AGN: I. Reconstructed Velocity-Delay Maps
- Supermassive Black Holes with High Accretion Rates in Active Galactic Nuclei. V. A New Size-Luminosity Scaling Relation for the Broad-Line Region
- A new cosmological distance measure using AGN
- The Sloan Digital Sky Survey Reverberation Mapping Project: First Broad-line Hbeta and MgII Lags at z>~0.3 from six-Month Spectroscopy
- A new direct method for measuring the Hubble constant from reverberating accretion discs in active galaxies
- Reverberation Mapping of Luminous Quasars at High-z
- Photometric AGN reverberation mapping - an efficient tool for BLR sizes, black hole masses and host-subtracted AGN luminosities
- Modelling of the quasar main sequence in the optical plane
- The Sloan Digital Sky Survey Reverberation Mapping Project: MgII Lag Results from Four Years of Monitoring
- The spatially resolved broad line region of IRAS 09149-6206
- Monitoring AGNs with Hβ Asymmetry. I. First Results: Velocity-resolved Reverberation Mapping
- Space Telescope and Optical Reverberation Mapping Project. IX. Velocity-Delay Maps for Broad Emission Lines in NGC 5548
- UV/optical disk thermal reverberation in AGN: an in-depth study with an analytic prescription for the time-lag spectra
- Failed radiatively Accelerated Dusty Outflow model of the Broad Line Region in Active Galactic Nuclei. I. Analytical solution
- Reverberation Mapping of the Broad-line Region in NGC 5548: Evidence for Radiation Pressure?
- Emission Line Properties of the Large Bright Quasar Survey
- Can reverberation-measured quasars be used for cosmology?
- Quasar standardization: Overcoming Selection Biases and Redshift Evolution
- Examining AGN UV/optical Variability Beyond the Simple Damped Random Walk
- Quasar Accretion Disk Sizes from Continuum Reverberation Mapping in the DES Standard Star Fields
- Towards equation of state of dark energy from quasar monitoring: Reverberation strategy
- Photometric reverberation mapping of 3C120
- Time delay measurement of Mg II line in CTS C30.10 with SALT
- The dust origin of the Broad Line Region and the model consequences for AGN unification scheme
- Time Delay of MgII Emission Response for the Luminous Quasar HE 0435-4312: Towards Application of High-Accretor Radius-Luminosity Relation in Cosmology
- Monitoring AGNs with H Asymmetry. III. Long-term Reverberation Mapping Results of 15 Palomar-Green Quasars
- Time-delay measurement of MgII broad line response for the highly-accreting quasar HE 0413-4031: Implications for the MgII-based radius-luminosity relation
- The picture of BLR in 2.5-D FRADO: Dynamics & Geometry
- Current and future applications of Reverberation-mapped quasars in Cosmology
- The broad-line region and dust torus size of the Seyfert 1 galaxy PGC50427
- Standardizing reverberation-measured C IV time-lag quasars, and using them with standardized Mg II quasars to constrain cosmological parameters
- A High-Quality velocity-delay map of the broad-line region in NGC 5548
- Quasar UV/X-ray relation luminosity distances are shorter than reverberation-measured radius-luminosity relation luminosity distances
- The LSST era of supermassive black holes accretion-disk reverberation mapping
- Dark energy constraints from quasar observations
- Radiation pressure on dust explains the Low Ionized Broad Emission Lines in Active Galactic Nuclei
- Do reverberation-measured H quasars provide a useful test of cosmology?
- Modelling photometric reverberation data -- a disk-like broad-line region and a potentially larger black hole mass for 3C120
- Modeling photometric reverberation mapping data for the next generation of big data surveys. Quasar accretion disks sizes with the LSST
- High Eddington quasars as discovery tools: current state and challenges
- LSST Cadence Strategy Evaluations for AGN Time-series Data in Wide-Fast-Deep Field
- SALT long-slit spectroscopy of LBQS 2113-4538: variability of the Mg II and Fe II component
- Modelling time delays from two reprocessors in active galactic nuclei
- The properties of active galaxies at the extreme of eigenvector 1
- On possible proxies of AGN light curves cadence selection in future time domain surveys
- Wavelength-resolved Reverberation Mapping of quasar CTSC30.10: Dissecting MgII and FeII emission regions
- Viewing angle observations and effects of evolution with redshift, black hole mass, and Eddington ratio in quasar based cosmology
- Observational window effects on multi-object Reverberation Mapping
- Standardizing reverberation-measured Mg II time-lag quasars, by using the radius-luminosity relation, and constraining cosmological model parameters
Cited by in corpus (13)
- Effect of extinction on quasar luminosity distances determined from UV and X-ray flux measurements
- Ensemble power spectral density of SDSS quasars in UV/optical bands
- Continuum optical-UV and X-ray variability of AGN: current results and future challenges
- TiDES: The 4MOST Time Domain Extragalactic Survey
- Latent Stochastic Differential Equations for Modeling Quasar Variability and Inferring Black Hole Properties
- Broad-line region in active galactic nuclei: Dusty or dustless?
- Effects of heterogeneous data sets and time-lag measurement techniques on cosmological parameter constraints from MgII and CIV reverberation-mapped quasar data
- Spectral variability studies in Active Galactic Nuclei: Exploring continuum and emission line regions in the age of LSST and JWST
- Joint Modeling of Quasar Variability and Accretion Disk Reprocessing using Latent Stochastic Differential Equations
- Spectral Energy Distribution Modeling of Broad Emission Line Quasars: From X-ray to Radio Wavelengths
- The ensemble broad-frequency power spectrum of Stripe-82 quasars from multiple surveys
- Reevaluating LSST's Capability for Time Delay Measurements in Quasar Accretion Discs
- AGILE: an end-to-end Rubin-LSST simulation of AGNs, galaxies, and stars I. Software description and first data release