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Black hole virial masses from single-epoch photometry: the miniJPAS test case

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Black hole virial masses from single-epoch photometry: the miniJPAS test case. / Chaves-Montero, Jonás; Bonoli, Silvia; Trakhtenbrot, Benny et al.
In: Astronomy and Astrophysics, Vol. 660, A95, 30.04.2022.

Research output: Contribution to Journal/MagazineJournal articlepeer-review

Harvard

Chaves-Montero, J, Bonoli, S, Trakhtenbrot, B, Fernández-Centeno, A, Queiroz, C, Díaz-García, LA, Delgado, RMG, Hernán-Caballero, A, Hernández-Monteagudo, C, Lópen-Sanjuan, C, Overzier, R, Sobral, D, Abramo, LR, Alcaniz, J, Benitez, N, Carneiro, S, Cenarro, AJ, Cristóbal-Hornillos, D, Dupke, RA, Marín-Franch, A, Oliveira, CMD, Moles, M, Jr, LS, Taylor, K, Varela, J, Ramió, HV & Civera, T 2022, 'Black hole virial masses from single-epoch photometry: the miniJPAS test case', Astronomy and Astrophysics, vol. 660, A95. https://doi.org/10.1051/0004-6361/202142567

APA

Chaves-Montero, J., Bonoli, S., Trakhtenbrot, B., Fernández-Centeno, A., Queiroz, C., Díaz-García, L. A., Delgado, R. M. G., Hernán-Caballero, A., Hernández-Monteagudo, C., Lópen-Sanjuan, C., Overzier, R., Sobral, D., Abramo, L. R., Alcaniz, J., Benitez, N., Carneiro, S., Cenarro, A. J., Cristóbal-Hornillos, D., Dupke, R. A., ... Civera, T. (2022). Black hole virial masses from single-epoch photometry: the miniJPAS test case. Astronomy and Astrophysics, 660, Article A95. https://doi.org/10.1051/0004-6361/202142567

Vancouver

Chaves-Montero J, Bonoli S, Trakhtenbrot B, Fernández-Centeno A, Queiroz C, Díaz-García LA et al. Black hole virial masses from single-epoch photometry: the miniJPAS test case. Astronomy and Astrophysics. 2022 Apr 30;660:A95. Epub 2022 Apr 20. doi: 10.1051/0004-6361/202142567

Author

Chaves-Montero, Jonás ; Bonoli, Silvia ; Trakhtenbrot, Benny et al. / Black hole virial masses from single-epoch photometry : the miniJPAS test case. In: Astronomy and Astrophysics. 2022 ; Vol. 660.

Bibtex

@article{93ee3987df784345ae526cef85cedf10,
title = "Black hole virial masses from single-epoch photometry: the miniJPAS test case",
abstract = "Precise measurements of black hole (BH) masses are essential to understanding the coevolution of these sources and their host galaxies. In this work, we develop a novel approach to compute BH virial masses using measurements of continuum luminosities and emission line widths from partially-overlapping, narrow-band observations of quasars; we refer to this technique as single-epoch photometry. This novel method relies on forward-modelling quasar observations to estimate the previous properties, which enables accurate measurements of emission line widths even for lines poorly resolved by narrow-band data. We assess the performance of this technique using quasars from the Sloan Digital Sky Survey (SDSS) observed by the miniJPAS survey, a proof-of-concept project of the J-PAS collaboration covering $\simeq1\,\mathrm{deg}^2$ of the northern sky using the 56 J-PAS narrow-band filters. We find remarkable agreement between BH masses from single-epoch SDSS spectra and single-epoch miniJPAS photometry, with no systematic difference between these and a scatter ranging from 0.4 to 0.07 dex for masses from $\log(M_\mathrm{BH}/\mathrm{M}_\odot)\simeq8$ to 9.75, respectively. Reverberation mapping studies show that single-epoch masses approximately present 0.4 dex precision, letting us conclude that our novel technique delivers BH masses with only mildly worse precision than single-epoch spectroscopy. The J-PAS survey will soon start observing thousands of square degrees without any source preselection other than the photometric depth in the detection band, and thus single-epoch photometry has the potential to provide details on the physical properties of quasar populations not satisfying the preselection criteria of previous spectroscopic surveys. ",
keywords = "Galaxies: active, Glaaxies:photometry, Line: profiles, Quasars: emission lines",
author = "Jon{\'a}s Chaves-Montero and Silvia Bonoli and Benny Trakhtenbrot and Alejandro Fern{\'a}ndez-Centeno and Carolina Queiroz and D{\'i}az-Garc{\'i}a, {Luis A.} and Delgado, {Rosa Mar{\'i}a Gonz{\'a}lez} and Antonio Hern{\'a}n-Caballero and Carlos Hern{\'a}ndez-Monteagudo and Carlos L{\'o}pen-Sanjuan and Roderik Overzier and David Sobral and Abramo, {L. Raul} and Jailson Alcaniz and Narciso Benitez and Saulo Carneiro and Cenarro, {A. Javier} and David Crist{\'o}bal-Hornillos and Dupke, {Renato A.} and Antonio Mar{\'i}n-Franch and Oliveira, {Claudia Mendes de} and Mariano Moles and Jr, {Laerte Sodr{\'e}} and Keith Taylor and Jes{\'u}s Varela and Rami{\'o}, {H{\'e}ctor V{\'a}zquez} and Tamara Civera",
note = "(c) ESO2022",
year = "2022",
month = apr,
day = "30",
doi = "10.1051/0004-6361/202142567",
language = "English",
volume = "660",
journal = "Astronomy and Astrophysics",
issn = "1432-0746",
publisher = "EDP Sciences",

}

RIS

TY - JOUR

T1 - Black hole virial masses from single-epoch photometry

T2 - the miniJPAS test case

AU - Chaves-Montero, Jonás

AU - Bonoli, Silvia

AU - Trakhtenbrot, Benny

AU - Fernández-Centeno, Alejandro

AU - Queiroz, Carolina

AU - Díaz-García, Luis A.

AU - Delgado, Rosa María González

AU - Hernán-Caballero, Antonio

AU - Hernández-Monteagudo, Carlos

AU - Lópen-Sanjuan, Carlos

AU - Overzier, Roderik

AU - Sobral, David

AU - Abramo, L. Raul

AU - Alcaniz, Jailson

AU - Benitez, Narciso

AU - Carneiro, Saulo

AU - Cenarro, A. Javier

AU - Cristóbal-Hornillos, David

AU - Dupke, Renato A.

AU - Marín-Franch, Antonio

AU - Oliveira, Claudia Mendes de

AU - Moles, Mariano

AU - Jr, Laerte Sodré

AU - Taylor, Keith

AU - Varela, Jesús

AU - Ramió, Héctor Vázquez

AU - Civera, Tamara

N1 - (c) ESO2022

PY - 2022/4/30

Y1 - 2022/4/30

N2 - Precise measurements of black hole (BH) masses are essential to understanding the coevolution of these sources and their host galaxies. In this work, we develop a novel approach to compute BH virial masses using measurements of continuum luminosities and emission line widths from partially-overlapping, narrow-band observations of quasars; we refer to this technique as single-epoch photometry. This novel method relies on forward-modelling quasar observations to estimate the previous properties, which enables accurate measurements of emission line widths even for lines poorly resolved by narrow-band data. We assess the performance of this technique using quasars from the Sloan Digital Sky Survey (SDSS) observed by the miniJPAS survey, a proof-of-concept project of the J-PAS collaboration covering $\simeq1\,\mathrm{deg}^2$ of the northern sky using the 56 J-PAS narrow-band filters. We find remarkable agreement between BH masses from single-epoch SDSS spectra and single-epoch miniJPAS photometry, with no systematic difference between these and a scatter ranging from 0.4 to 0.07 dex for masses from $\log(M_\mathrm{BH}/\mathrm{M}_\odot)\simeq8$ to 9.75, respectively. Reverberation mapping studies show that single-epoch masses approximately present 0.4 dex precision, letting us conclude that our novel technique delivers BH masses with only mildly worse precision than single-epoch spectroscopy. The J-PAS survey will soon start observing thousands of square degrees without any source preselection other than the photometric depth in the detection band, and thus single-epoch photometry has the potential to provide details on the physical properties of quasar populations not satisfying the preselection criteria of previous spectroscopic surveys.

AB - Precise measurements of black hole (BH) masses are essential to understanding the coevolution of these sources and their host galaxies. In this work, we develop a novel approach to compute BH virial masses using measurements of continuum luminosities and emission line widths from partially-overlapping, narrow-band observations of quasars; we refer to this technique as single-epoch photometry. This novel method relies on forward-modelling quasar observations to estimate the previous properties, which enables accurate measurements of emission line widths even for lines poorly resolved by narrow-band data. We assess the performance of this technique using quasars from the Sloan Digital Sky Survey (SDSS) observed by the miniJPAS survey, a proof-of-concept project of the J-PAS collaboration covering $\simeq1\,\mathrm{deg}^2$ of the northern sky using the 56 J-PAS narrow-band filters. We find remarkable agreement between BH masses from single-epoch SDSS spectra and single-epoch miniJPAS photometry, with no systematic difference between these and a scatter ranging from 0.4 to 0.07 dex for masses from $\log(M_\mathrm{BH}/\mathrm{M}_\odot)\simeq8$ to 9.75, respectively. Reverberation mapping studies show that single-epoch masses approximately present 0.4 dex precision, letting us conclude that our novel technique delivers BH masses with only mildly worse precision than single-epoch spectroscopy. The J-PAS survey will soon start observing thousands of square degrees without any source preselection other than the photometric depth in the detection band, and thus single-epoch photometry has the potential to provide details on the physical properties of quasar populations not satisfying the preselection criteria of previous spectroscopic surveys.

KW - Galaxies: active

KW - Glaaxies:photometry

KW - Line: profiles

KW - Quasars: emission lines

U2 - 10.1051/0004-6361/202142567

DO - 10.1051/0004-6361/202142567

M3 - Journal article

VL - 660

JO - Astronomy and Astrophysics

JF - Astronomy and Astrophysics

SN - 1432-0746

M1 - A95

ER -