Can BLR line profile shape improve single-epoch black hole mass estimates?

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Auteurs principaux: Villafaña, Lizvette, Treu, Tommaso, Wang, Shu, Bentz, Misty C., Brewer, Brendon J., Barth, Aaron J., Woo, Jong-Hak, Malkan, Matthew A., Bennert, Vardha N., U, Vivian
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Publié: 2026
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author Villafaña, Lizvette
Treu, Tommaso
Wang, Shu
Bentz, Misty C.
Brewer, Brendon J.
Barth, Aaron J.
Woo, Jong-Hak
Malkan, Matthew A.
Bennert, Vardha N.
U, Vivian
author_facet Villafaña, Lizvette
Treu, Tommaso
Wang, Shu
Bentz, Misty C.
Brewer, Brendon J.
Barth, Aaron J.
Woo, Jong-Hak
Malkan, Matthew A.
Bennert, Vardha N.
U, Vivian
contents The virial coefficient ($f$), which is meant to encapsulate broad-line region (BLR) geometry and kinematics, remains one of the largest sources of systematic uncertainty in black hole mass estimates for Active Galactic Nuclei (AGNs). While the use of a sample average $\langle f \rangle$ enables black hole mass estimates across large samples and cosmological distances, individual AGNs may deviate from this average due to differences in BLR structure and viewing angle. In previous work, we reported marginal evidence for a correlation between $f$ and the shape of the broad H$β$ emission line, $\log_{10}(\mathrm{FWHM}/σ)$. In this work, we update our sample to include ten new sources with CARAMEL BLR dynamical modeling, increasing both the black hole mass range and statistical power of our analysis. We find marginal evidence for a correlation between $f$ and $\log_{10}(\mathrm{FWHM}/σ)$, with a slope and intrinsic scatter consistent with previous results. The confirmation of this trend across a larger sample further supports the idea that line profile shape may reflect BLR properties in a way that directly impacts $f$. If confirmed with future BLR dynamical modeling of sources within a wider range of $\log_{10}(\mathrm{FWHM}/σ)$, this relationship could enable empirical estimates of the virial coefficient and improve single-epoch black hole mass estimates across cosmic time.
format Preprint
id arxiv_https___arxiv_org_abs_2604_24901
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Can BLR line profile shape improve single-epoch black hole mass estimates?
Villafaña, Lizvette
Treu, Tommaso
Wang, Shu
Bentz, Misty C.
Brewer, Brendon J.
Barth, Aaron J.
Woo, Jong-Hak
Malkan, Matthew A.
Bennert, Vardha N.
U, Vivian
Astrophysics of Galaxies
The virial coefficient ($f$), which is meant to encapsulate broad-line region (BLR) geometry and kinematics, remains one of the largest sources of systematic uncertainty in black hole mass estimates for Active Galactic Nuclei (AGNs). While the use of a sample average $\langle f \rangle$ enables black hole mass estimates across large samples and cosmological distances, individual AGNs may deviate from this average due to differences in BLR structure and viewing angle. In previous work, we reported marginal evidence for a correlation between $f$ and the shape of the broad H$β$ emission line, $\log_{10}(\mathrm{FWHM}/σ)$. In this work, we update our sample to include ten new sources with CARAMEL BLR dynamical modeling, increasing both the black hole mass range and statistical power of our analysis. We find marginal evidence for a correlation between $f$ and $\log_{10}(\mathrm{FWHM}/σ)$, with a slope and intrinsic scatter consistent with previous results. The confirmation of this trend across a larger sample further supports the idea that line profile shape may reflect BLR properties in a way that directly impacts $f$. If confirmed with future BLR dynamical modeling of sources within a wider range of $\log_{10}(\mathrm{FWHM}/σ)$, this relationship could enable empirical estimates of the virial coefficient and improve single-epoch black hole mass estimates across cosmic time.
title Can BLR line profile shape improve single-epoch black hole mass estimates?
topic Astrophysics of Galaxies
url https://arxiv.org/abs/2604.24901