A comparative analysis of the long-term optical variability characteristics of narrow and broad-line Seyfert 1 galaxies at z > 0.8
astro-ph.GA
Submitted: 2026-09-14
Updated: 2026-09-14
Comments: Accepted at Astrophysics and Space Science
Code: https://github.com/legolason/javelin-1
License: http://creativecommons.org/publicdomain/zero/1.0/
The gist: We present the results on a comparative analysis of the long-term optical variability characteristics of high-redshift narrow-line Seyfert 1 (NLSy1) galaxies and broad-line Seyfert 1 (BLSy1) galaxies.
Terminology
Abstract
We present the results on a comparative analysis of the long-term optical variability characteristics of high-redshift narrow-line Seyfert 1 (NLSy1) galaxies and broad-line Seyfert 1 (BLSy1) galaxies. Our sample spanning the redshift range of 0.8 < z < 2.6, comprises 2490 NLSy1 and 2490 BLSy1 galaxies matched in the optical brightness - redshift plane. We used V-band data from the Catalina Real-Time Transient Survey covering a baseline of 5 - 9 years, and g, r, and i-band data from the Zwicky Transient Facility spanning 5 to 6 years. To characterise variability we estimated the amplitude of variability (σ m). We found that NLSy1 galaxies generally exhibit lower σ m compared to BLSy1 galaxies. In both the NLSy1 and BLSy1 galaxy samples, we observed a wavelength dependent variability using data from Zwicky Transient Facility, with σ m gradually increasing towards shorter wavelengths. We found an anti-correlation between σ m and Eddington ratio in the g, r, and i bands for BLSy1 galaxies, whereas this anti-correlation is observed only in the r and i bands for NLSy1 galaxies. For both NLSy1 and BLSy1 galaxies, we found no correlation between σ m in g, r, and i bands and black hole mass. In both the samples, we found that about 90% of the sources showed a bluer when brighter trend. We found no significant time lag between variations in g and r bands in both BLSy1 and NLSy1 galaxies. The observed long-term trends in the optical light curves of our high redshift sample of BLSy1 and NLSy1 galaxies could be driven by variations in the accretion disk.
Sources
- Characterizing the optical nature of the blazar S5 1803+784 during its 2020 flare
- Analysis of the intra-night variability of BL Lacertae during its August 2020 flare
- Dependence of the optical/UV variability on the emission line properties and Eddington ratio in active galactic nuclei
- A comparative study of optical/ultraviolet variability of narrow-line Seyfert 1 and broad-line Seyfert 1 active galactic nuclei
- WISE colours and star-formation in the host galaxies of radio-loud narrow-line Seyfert 1
- QSO variability: probing the Starburst model
- Black hole mass estimate for a sample of radio-loud narrow-line Seyfert 1 galaxies
- Radio-loud Narrow Line Seyfert 1 under a different perspective: a revised black hole mass estimate from optical spectropolarimetry
- Quasar Variability in the Framework of Poissonian Models
- Quasar Optical Variability in the Palomar-QUEST Survey
- The Variability of Quasars. II. Frequency Dependence
- The Zwicky Transient Facility: System Overview, Performance, and First Results
- Microvariability in BL Lac: Zooming into the Innermost Blazar Regions
- Optical Variability in Active Galactic Nuclei: Starbursts or Disk Instabilities?
- Long-term optical variability properties of the Palomar-Green quasars
- Are the Variations in Quasar Optical Flux Driven by Thermal Fluctuations?
- A Reverberation Lag for the High-Ionization Component of the Broad Line Region in the Narrow-Line Seyfert 1 Mrk 335
- Optical Variability of Narrow-Line Seyfert 1 Galaxies
- A Complete Sample of Soft X-ray Selected AGN: II. Statistical Analysis
- Quasar variability: correlations with amplitude
Related papers
- Apparent Stability in Self-Gravitating Turbulence and the Evolution of Molecular Clouds
- Two sets of potential-density basis pairs for the study of radial perturbations in collisionless spherical stellar systems
- Constraining reionization-era Ly alpha escape with JELS-MUSE: a highly complete H alpha-selected sample at z about6.1
- Deriving volume density profiles of filaments from observed surface densities
- Little Red Dots and Supermassive Black Hole Seed Formation in Ultralight Dark Matter Halos
- MEGATRON: how the first stars can create an iron metallicity plateau in the smallest dwarf galaxies