Comparing optical variability of type 1 and type 2 AGN from the BAT 9-month sample using ASAS-SN and TESS surveys
Comparing optical variability of type 1 and type 2 AGN from the BAT 9-month sample using ASAS-SN and TESS surveys
We present an optical variability analysis and comparison of the samples of Seyfert 1 (Sy1) and Seyfert 2 (Sy2) galaxies, selected from the Swift 9 month BAT catalog, using the light curves from Transiting Exoplanet Survey Satellite (TESS) and All-Sky Automated Survey for SuperNovae (ASAS-SN). We measured the normalized excess variance of TESS and ASAS-SN light curves for each target and performed a Kolmogorov–Smirnov test between the two samples, where our results showed significant differences. This is consistent with predictions from the unification model, where Seyfert 2s are obscured by the larger scale dust torus and their variability is suppressed. This variability difference is independent of the luminosity, Eddington ratio, or black hole mass, further supporting geometrical unification models. We searched the dependence of the normalized excess variance of Sy1s on absolute magnitudes, Eddington ratio, and black hole mass, where our results are consistent with relations found in the literature. Finally, a small subsample of changing-look (CL) active galactic nuclei (AGNs) that transitioned during the time frame of the ASAS-SN light curves, with their variability amplitudes changing according to the classification, have larger variability as type 1s and smaller as 2s. The change of variability amplitudes can be used to better pinpoint when the type transition occurred. The consistency trend of the variability amplitude differences between Sy1s and Sy2s and between CL AGNs in 1 or 2 stages suggests that variability can be a key factor in shedding light on the CL AGN or the dichotomy between Sy1 or Sy2 populations.
astro-ph.GA
Kovacevic, Natalie
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Dai, Xinyu
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Yuk, Heechan
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Jaevelae, Emilia E.
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Yi, Tingfeng
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Vallely, Patrick J.
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Shappee, Benjamin J.
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Shankar, Francesco
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Stanek, K.Z.
b3eb813b-f999-48c8-9f72-02c65a314a92
22 May 2025
Kovacevic, Natalie
4d597442-dbbf-41d7-b942-797a693c6051
Dai, Xinyu
7f06fd3d-9b0e-420f-bdfc-a541d12a91a6
Yuk, Heechan
9526cc73-1e95-47b4-a0df-9c03be9a81be
Jaevelae, Emilia E.
7cc0e5a9-859d-427e-9916-2c5ce8ba7ad5
Yi, Tingfeng
545b5f4e-b406-4c0b-b060-6384478d9efc
Vallely, Patrick J.
11434e2c-5368-4338-bc1a-b4f28c050587
Shappee, Benjamin J.
7d5fa042-b975-4fe4-a0ee-70b9f9c5877d
Shankar, Francesco
b10c91e4-85cd-4394-a18a-d4f049fd9cdb
Stanek, K.Z.
b3eb813b-f999-48c8-9f72-02c65a314a92
Kovacevic, Natalie, Dai, Xinyu, Yuk, Heechan, Jaevelae, Emilia E., Yi, Tingfeng, Vallely, Patrick J., Shappee, Benjamin J., Shankar, Francesco and Stanek, K.Z.
(2025)
Comparing optical variability of type 1 and type 2 AGN from the BAT 9-month sample using ASAS-SN and TESS surveys.
The Astrophysical Journal, 985 (2), [177].
(doi:10.3847/1538-4357/adcb40).
Abstract
We present an optical variability analysis and comparison of the samples of Seyfert 1 (Sy1) and Seyfert 2 (Sy2) galaxies, selected from the Swift 9 month BAT catalog, using the light curves from Transiting Exoplanet Survey Satellite (TESS) and All-Sky Automated Survey for SuperNovae (ASAS-SN). We measured the normalized excess variance of TESS and ASAS-SN light curves for each target and performed a Kolmogorov–Smirnov test between the two samples, where our results showed significant differences. This is consistent with predictions from the unification model, where Seyfert 2s are obscured by the larger scale dust torus and their variability is suppressed. This variability difference is independent of the luminosity, Eddington ratio, or black hole mass, further supporting geometrical unification models. We searched the dependence of the normalized excess variance of Sy1s on absolute magnitudes, Eddington ratio, and black hole mass, where our results are consistent with relations found in the literature. Finally, a small subsample of changing-look (CL) active galactic nuclei (AGNs) that transitioned during the time frame of the ASAS-SN light curves, with their variability amplitudes changing according to the classification, have larger variability as type 1s and smaller as 2s. The change of variability amplitudes can be used to better pinpoint when the type transition occurred. The consistency trend of the variability amplitude differences between Sy1s and Sy2s and between CL AGNs in 1 or 2 stages suggests that variability can be a key factor in shedding light on the CL AGN or the dichotomy between Sy1 or Sy2 populations.
Text
2504.08123v1
- Author's Original
Text
Kovacevic_2025_ApJ_985_177
- Version of Record
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Accepted/In Press date: 8 April 2025
Published date: 22 May 2025
Additional Information:
15 pages, 15 figures, accepted by ApJ
Keywords:
astro-ph.GA
Identifiers
Local EPrints ID: 503715
URI: http://eprints.soton.ac.uk/id/eprint/503715
ISSN: 0004-637X
PURE UUID: f60b2d12-3aa5-47c3-9279-be73b272ccfe
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Date deposited: 11 Aug 2025 16:50
Last modified: 30 Sep 2025 17:23
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Contributors
Author:
Natalie Kovacevic
Author:
Xinyu Dai
Author:
Heechan Yuk
Author:
Emilia E. Jaevelae
Author:
Tingfeng Yi
Author:
Patrick J. Vallely
Author:
Benjamin J. Shappee
Author:
K.Z. Stanek
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