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A Cigale module tailored (not only) for low-luminosity AGN

A Cigale module tailored (not only) for low-luminosity AGN
A Cigale module tailored (not only) for low-luminosity AGN
The spectral energy distribution (SED) of low-luminosity active galactic nuclei (LLAGN) presents unique challenges as the emission from these objects is comparable to the radiation from their host galaxy and the accretion physics involved is particularly complex. This study introduces a novel CIGALE module specifically designed to address these challenges. The module combines the empirical LX–L12 μm relationship with physically motivated accretion models, such as advection-dominated accretion flows (ADAFs) and truncated accretion disks, providing a more accurate depiction of LLAGN central engine emission. A mock analysis of the module revealed good recovery of true parameters, with only a slight bias toward higher input values, further validating its reliability. We tested the module on a sample of 50 X-ray-detected local galaxies, including low-ionization nuclear emission-line regions (LINERs) and Seyferts, and demonstrated its capacity to accurately estimate bolometric luminosities, even in the presence of significant galaxy contamination. Notably, the previous X-ray module failed to provide AGN solutions for this sample, stressing the need for a novel approach. Comparisons with mid-luminosity AGN datasets confirm the module’s robustness and applicability up to LX < 1045 erg/s. We also expanded the X-ray-to-bolometric correction formula, making it applicable to AGN spanning ten orders of magnitude in luminosity, and revealing lower kX values for LLAGN than typically assumed. Additionally, our analysis of the αox index, which represents the slope between UV and X-ray emissions, uncovered trends that differ from those observed in high-luminosity AGN. Unlike quasars, where αox correlates with λEdd, LLAGN exhibit nearly constant or weakly correlated αox values, suggesting a shift in accretion physics and photon production mechanisms in low-luminosity regimes. These results underscore the importance of a multiwavelength approach in AGN studies and reveal distinct behaviors in LLAGN compared to quasars. Our findings significantly advance our understanding of LLAGN and offer a comprehensive framework for future research to complete the AGN population census.
astro-ph.GA, astro-ph.HE
0004-6361
López, I.E.
427228e8-a04a-4b06-aee0-ff1ef6f5de7a
Yang, G.
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Mountrichas, G.
33670ac9-a8f9-47d8-ab05-0470abda2363
Brusa, M.
3845fc92-b140-49d5-98e7-fae8b9458e4a
Alexander, D.M.
40ad243b-488b-47f7-b1a8-f111a9baa557
Baldi, R.D.
c416ed4c-5d1c-48ee-989c-3a8ab38cd124
Bertola, E.
fe91d503-3e2c-43e5-b163-d3bc5a7238cf
Bonoli, S.
3b8caa29-7d4b-47a9-8dba-ec67ffcae47a
Comastri, A.
8068001f-aff5-4dcd-906c-1c91af4bad97
Shankar, F.
b10c91e4-85cd-4394-a18a-d4f049fd9cdb
Acharya, N.
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Tetilla, A.V. Alonso
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Lapi, A.
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Laloux, B.
a8be06b5-4182-4045-b14c-193c33134a9a
López, X. López
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Rodríguez, I. Muñoz
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Musiimenta, B.
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Clavijo, N. Osorio
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Sala, L.
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Sengupta, D.
099e4ea7-23f4-4b37-aba9-e612cc0bd1fa
López, I.E.
427228e8-a04a-4b06-aee0-ff1ef6f5de7a
Yang, G.
5e3daf14-6f36-4049-a435-ef7f2ad26098
Mountrichas, G.
33670ac9-a8f9-47d8-ab05-0470abda2363
Brusa, M.
3845fc92-b140-49d5-98e7-fae8b9458e4a
Alexander, D.M.
40ad243b-488b-47f7-b1a8-f111a9baa557
Baldi, R.D.
c416ed4c-5d1c-48ee-989c-3a8ab38cd124
Bertola, E.
fe91d503-3e2c-43e5-b163-d3bc5a7238cf
Bonoli, S.
3b8caa29-7d4b-47a9-8dba-ec67ffcae47a
Comastri, A.
8068001f-aff5-4dcd-906c-1c91af4bad97
Shankar, F.
b10c91e4-85cd-4394-a18a-d4f049fd9cdb
Acharya, N.
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Tetilla, A.V. Alonso
5af2ce28-2842-4c5a-ab20-ab2a8420ad6c
Lapi, A.
7e92f844-db1f-4d93-b7cb-d81b8a4648b1
Laloux, B.
a8be06b5-4182-4045-b14c-193c33134a9a
López, X. López
a98e8732-e535-4e85-a81f-215877fa7b04
Rodríguez, I. Muñoz
5a040d06-81ed-4dc8-b017-b26e93aba47b
Musiimenta, B.
db621ce3-e21c-49d3-b695-3bc26df49b4e
Clavijo, N. Osorio
314e745a-b65b-4249-9c6c-f5cee8818c4b
Sala, L.
fdaa400d-c879-42f4-8ca1-073b6d34b493
Sengupta, D.
099e4ea7-23f4-4b37-aba9-e612cc0bd1fa

López, I.E., Yang, G., Mountrichas, G., Brusa, M., Alexander, D.M., Baldi, R.D., Bertola, E., Bonoli, S., Comastri, A., Shankar, F., Acharya, N., Tetilla, A.V. Alonso, Lapi, A., Laloux, B., López, X. López, Rodríguez, I. Muñoz, Musiimenta, B., Clavijo, N. Osorio, Sala, L. and Sengupta, D. (2024) A Cigale module tailored (not only) for low-luminosity AGN. A&A, 692, [A209]. (doi:10.1051/0004-6361/202450510).

Record type: Article

Abstract

The spectral energy distribution (SED) of low-luminosity active galactic nuclei (LLAGN) presents unique challenges as the emission from these objects is comparable to the radiation from their host galaxy and the accretion physics involved is particularly complex. This study introduces a novel CIGALE module specifically designed to address these challenges. The module combines the empirical LX–L12 μm relationship with physically motivated accretion models, such as advection-dominated accretion flows (ADAFs) and truncated accretion disks, providing a more accurate depiction of LLAGN central engine emission. A mock analysis of the module revealed good recovery of true parameters, with only a slight bias toward higher input values, further validating its reliability. We tested the module on a sample of 50 X-ray-detected local galaxies, including low-ionization nuclear emission-line regions (LINERs) and Seyferts, and demonstrated its capacity to accurately estimate bolometric luminosities, even in the presence of significant galaxy contamination. Notably, the previous X-ray module failed to provide AGN solutions for this sample, stressing the need for a novel approach. Comparisons with mid-luminosity AGN datasets confirm the module’s robustness and applicability up to LX < 1045 erg/s. We also expanded the X-ray-to-bolometric correction formula, making it applicable to AGN spanning ten orders of magnitude in luminosity, and revealing lower kX values for LLAGN than typically assumed. Additionally, our analysis of the αox index, which represents the slope between UV and X-ray emissions, uncovered trends that differ from those observed in high-luminosity AGN. Unlike quasars, where αox correlates with λEdd, LLAGN exhibit nearly constant or weakly correlated αox values, suggesting a shift in accretion physics and photon production mechanisms in low-luminosity regimes. These results underscore the importance of a multiwavelength approach in AGN studies and reveal distinct behaviors in LLAGN compared to quasars. Our findings significantly advance our understanding of LLAGN and offer a comprehensive framework for future research to complete the AGN population census.

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Accepted/In Press date: 8 November 2024
Published date: 13 December 2024
Keywords: astro-ph.GA, astro-ph.HE

Identifiers

Local EPrints ID: 502516
URI: http://eprints.soton.ac.uk/id/eprint/502516
ISSN: 0004-6361
PURE UUID: 2832d890-e760-4fbc-b95a-b4ebe35c62e8
ORCID for A.V. Alonso Tetilla: ORCID iD orcid.org/0000-0002-6916-9133

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Date deposited: 27 Jun 2025 16:48
Last modified: 22 Aug 2025 02:30

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Contributors

Author: I.E. López
Author: G. Yang
Author: G. Mountrichas
Author: M. Brusa
Author: D.M. Alexander
Author: R.D. Baldi
Author: E. Bertola
Author: S. Bonoli
Author: A. Comastri
Author: F. Shankar
Author: N. Acharya
Author: A. Lapi
Author: B. Laloux
Author: X. López López
Author: B. Musiimenta
Author: N. Osorio Clavijo
Author: L. Sala
Author: D. Sengupta

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