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Title: Dark Energy Survey identification of a low-mass active galactic nucleus at redshift 0.823 from optical variability

Abstract

ABSTRACT We report the identification of a low-mass active galactic nucleus (AGN), DES J0218–0430, in a redshift z = 0.823 galaxy in the Dark Energy Survey (DES) Supernova field. We select DES J0218–0430 as an AGN candidate by characterizing its long-term optical variability alone based on DES optical broad-band light curves spanning over 6 yr. An archival optical spectrum from the fourth phase of the Sloan Digital Sky Survey shows both broad Mg ii and broad H β lines, confirming its nature as a broad-line AGN. Archival XMM–Newton X-ray observations suggest an intrinsic hard X-ray luminosity of $$L_{{\rm 2-12\, keV}}\approx 7.6\pm 0.4\times 10^{43}$$ erg s-1, which exceeds those of the most X-ray luminous starburst galaxies, in support of an AGN driving the optical variability. Based on the broad H β from SDSS spectrum, we estimate a virial black hole (BH) mass of M• ≈ 106.43-106.72 M⊙ (with the error denoting the systematic uncertainty from different calibrations), consistent with the estimation from OzDES, making it the lowest mass AGN with redshift > 0.4 detected in optical. We estimate the host galaxy stellar mass to be M* ≈ 1010.5 ± 0.3 M⊙ based on modelling the multiwavelength spectral energy distribution. DES J0218–0430 extends the M•–M* relation observed in luminous AGNs at z ~ 1 to masses lower than being probed by previous work. Our work demonstrates the feasibility of using optical variability to identify low-mass AGNs at higher redshift in deeper synoptic surveys with direct implications for the upcoming Legacy Survey of Space and Time at Vera C. Rubin Observatory.

Authors:
ORCiD logo [1]; ORCiD logo [1];  [1];  [2];  [3];  [1];  [1];  [4];  [1];  [5];  [6];  [7];  [8];  [9];  [10];  [11];  [12];  [1];  [13];  [14] more »;  [11];  [15];  [10];  [16];  [17];  [8];  [18];  [19];  [20];  [14];  [7];  [21];  [17];  [22];  [23];  [24];  [6];  [14];  [1];  [25];  [26];  [14];  [27];  [28];  [29];  [30];  [31];  [11];  [7];  [32];  [18];  [33];  [34];  [4];  [35];  [5];  [32];  [4];  [36] « less
  1. Department of Astronomy, University of Illinois at Urbana-Champaign, 1002 W. Green Street, Urbana, IL 61801, USA;National Center for Supercomputing Applications, 1205 West Clark St, Urbana, IL 61801, USA
  2. Department of Astronomy, University of Illinois at Urbana-Champaign, 1002 W. Green Street, Urbana, IL 61801, USA
  3. Department of Physics, University of Illinois at Urbana-Champaign, 1110 West Green Street, Urbana, IL 61801, USA
  4. The Research School of Astronomy and Astrophysics, Australian National University, ACT 2601, Australia
  5. National Center for Supercomputing Applications, 1205 West Clark St, Urbana, IL 61801, USA
  6. Departamento de Física Matemática, Instituto de Física, Universidade de São Paulo, CP 66318, São Paulo, SP 05314-970, Brazil;Laboratório Interinstitucional de e-Astronomia – LIneA, Rua Gal. José Cristino 77, Rio de Janeiro, RJ 20921-400, Brazil
  7. Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA
  8. Instituto de Fisica Teorica UAM/CSIC, Universidad Autonoma de Madrid, E-28049 Madrid, Spain
  9. CNRS, UMR 7095, Institut d’Astrophysique de Paris, F-75014 Paris, France;Institut d’Astrophysique de Paris, Sorbonne Universités, UPMC Univ Paris 06, UMR 7095, F-75014 Paris, France
  10. Department of Physics & Astronomy, University College London, Gower Street, London WC1E 6BT, UK
  11. Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
  12. INAF, Astrophysical Observatory of Turin, I-10025 Pino Torinese, Italy
  13. INAF– Osservatorio Astronomico di Trieste, via G. B. Tiepolo 11, I-34143 Trieste, Italy;Institute for Fundamental Physics of the Universe, Via Beirut 2, I-34014 Trieste, Italy
  14. Laboratório Interinstitucional de e-Astronomia – LIneA, Rua Gal. José Cristino 77, Rio de Janeiro, RJ 20921-400, Brazil;Observatório Nacional, Rua Gal. José Cristino 77, Rio de Janeiro, RJ 20921-400, Brazil
  15. Department of Physics, IIT Hyderabad, Kandi, Telangana 502285, India
  16. Department of Astronomy/Steward Observatory, University of Arizona, 933 North Cherry Avenue, Tucson, AZ 85721-0065, USA;Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr., Pasadena, CA 91109, USA
  17. Santa Cruz Institute for Particle Physics, Santa Cruz, CA 95064, USA
  18. Institut d’Estudis Espacials de Catalunya (IEEC), E-08034 Barcelona, Spain;Institute of Space Sciences (ICE, CSIC), Campus UAB, Carrer de Can Magrans, s/n, E-08193 Barcelona, Spain
  19. Department of Astronomy, University of Michigan, Ann Arbor, MI 48109, USA;Department of Physics, University of Michigan, Ann Arbor, MI 48109, USA
  20. Department of Physics, Stanford University, 382 Via Pueblo Mall, Stanford, CA 94305, USA;Kavli Institute for Particle Astrophysics & Cosmology, P. O. Box 2450, Stanford University, Stanford, CA 94305, USA;SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
  21. School of Mathematics and Physics, University of Queensland, Brisbane, QLD 4072, Australia
  22. Center for Cosmology and Astro-Particle Physics, The Ohio State University, Columbus, OH 43210, USA;Department of Physics, The Ohio State University, Columbus, OH 43210, USA
  23. Center for Astrophysics | Harvard & Smithsonian, 60 Garden Street, Cambridge, MA 02138, USA
  24. Australian Astronomical Optics, Macquarie University, North Ryde, NSW 2113, Australia;Lowell Observatory, 1400 Mars Hill Rd, Flagstaff, AZ 86001, USA
  25. Institució Catalana de Recerca i Estudis Avançats, E-08010 Barcelona, Spain;Institut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology, Campus UAB, E-08193 Bellaterra (Barcelona), Spain
  26. Universités Clermont Auvergne, CNRS/IN2P3, LPC, F-63000 Clermont-Ferrand, France
  27. Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA;Kavli Institute for Cosmological Physics, University of Chicago, Chicago, IL 60637, USA
  28. National Center for Supercomputing Applications, 1205 West Clark St, Urbana, IL 61801, USA;Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge CB3 0HA, UK
  29. Department of Astrophysical Sciences, Princeton University, Peyton Hall, Princeton, NJ 08544, USA
  30. Department of Physics and Astronomy, Pevensey Building, University of Sussex, Brighton BN1 9QH, UK
  31. Kavli Institute for Particle Astrophysics & Cosmology, P. O. Box 2450, Stanford University, Stanford, CA 94305, USA;SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
  32. Department of Physics, University of Michigan, Ann Arbor, MI 48109, USA
  33. School of Physics and Astronomy, University of Southampton, Southampton SO17 1BJ, UK
  34. Physics Department, Brandeis University, 415 South Street, Waltham, MA 02453, USA
  35. Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
  36. Max Planck Institute for Extraterrestrial Physics, Giessenbachstrasse, D-85748 Garching, Germany;Universitäts-Sternwarte, Fakultät für Physik, Ludwig-Maximilians Universität München, Scheinerstr 1, D-81679 München, Germany
Publication Date:
Research Org.:
SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Univ. of Michigan, Ann Arbor, MI (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP); Alfred P. Sloan Foundation; National Science Foundation (NSF); USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
Contributing Org.:
DES Collaboration
OSTI Identifier:
1616310
Alternate Identifier(s):
OSTI ID: 1659585; OSTI ID: 1784658
Report Number(s):
arXiv:2003.10457; FERMILAB-PUB-20-103-AE
Journal ID: ISSN 0035-8711; oai:inspirehep.net:1787888; TRN: US2106438
Grant/Contract Number:  
AC02-07CH11359; AST-1715579; SC0019193; AC05-00OR22725
Resource Type:
Accepted Manuscript
Journal Name:
Monthly Notices of the Royal Astronomical Society
Additional Journal Information:
Journal Volume: 496; Journal Issue: 3; Journal ID: ISSN 0035-8711
Publisher:
Royal Astronomical Society
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; black hole physics; galaxies: active; galaxies: high-redshift; galaxies: nuclei; quasars: general; surveys

Citation Formats

Guo, Hengxiao, Burke, Colin J., Liu, Xin, Phadke, Kedar A., Zhang, Kaiwen, Chen, Yu-Ching, Gruendl, Robert A., Lidman, Christopher, Shen, Yue, Morganson, Eric, Aguena, Michel, Allam, Sahar, Avila, Santiago, Bertin, Emmanuel, Brooks, David, Rosell, Aurelio Carnero, Carollo, Daniela, Kind, Matias Carrasco, Costanzi, Matteo, da Costa, Luiz N., De Vicente, Juan, Desai, Shantanu, Doel, Peter, Eifler, Tim F., Everett, Spencer, García-Bellido, Juan, Gaztanaga, Enrique, Gerdes, David W., Gruen, Daniel, Gschwend, Julia, Gutierrez, Gaston, Hinton, Samuel R., Hollowood, Devon L., Honscheid, Klaus, James, David J., Kuehn, Kyler, Lima, Marcos, Maia, Marcio G., Menanteau, Felipe, Miquel, Ramon, Möller, Anais, Ogando, Ricardo C., Palmese, Antonella, Paz-Chinchón, Francisco, Plazas, Andrés A., Romer, Anita K., Roodman, Aaron, Sanchez, Eusebio, Scarpine, Vic, Schubnell, Michael, Serrano, Santiago, Smith, Mathew, Soares-Santos, Marcelle, Sommer, Natalia E., Suchyta, Eric, Swanson, Molly C., Tarle, Gregory, Tucker, Brad E., and Varga, Tamas N. Dark Energy Survey identification of a low-mass active galactic nucleus at redshift 0.823 from optical variability. United States: N. p., 2020. Web. doi:10.1093/mnras/staa1803.
Guo, Hengxiao, Burke, Colin J., Liu, Xin, Phadke, Kedar A., Zhang, Kaiwen, Chen, Yu-Ching, Gruendl, Robert A., Lidman, Christopher, Shen, Yue, Morganson, Eric, Aguena, Michel, Allam, Sahar, Avila, Santiago, Bertin, Emmanuel, Brooks, David, Rosell, Aurelio Carnero, Carollo, Daniela, Kind, Matias Carrasco, Costanzi, Matteo, da Costa, Luiz N., De Vicente, Juan, Desai, Shantanu, Doel, Peter, Eifler, Tim F., Everett, Spencer, García-Bellido, Juan, Gaztanaga, Enrique, Gerdes, David W., Gruen, Daniel, Gschwend, Julia, Gutierrez, Gaston, Hinton, Samuel R., Hollowood, Devon L., Honscheid, Klaus, James, David J., Kuehn, Kyler, Lima, Marcos, Maia, Marcio G., Menanteau, Felipe, Miquel, Ramon, Möller, Anais, Ogando, Ricardo C., Palmese, Antonella, Paz-Chinchón, Francisco, Plazas, Andrés A., Romer, Anita K., Roodman, Aaron, Sanchez, Eusebio, Scarpine, Vic, Schubnell, Michael, Serrano, Santiago, Smith, Mathew, Soares-Santos, Marcelle, Sommer, Natalia E., Suchyta, Eric, Swanson, Molly C., Tarle, Gregory, Tucker, Brad E., & Varga, Tamas N. Dark Energy Survey identification of a low-mass active galactic nucleus at redshift 0.823 from optical variability. United States. https://doi.org/10.1093/mnras/staa1803
Guo, Hengxiao, Burke, Colin J., Liu, Xin, Phadke, Kedar A., Zhang, Kaiwen, Chen, Yu-Ching, Gruendl, Robert A., Lidman, Christopher, Shen, Yue, Morganson, Eric, Aguena, Michel, Allam, Sahar, Avila, Santiago, Bertin, Emmanuel, Brooks, David, Rosell, Aurelio Carnero, Carollo, Daniela, Kind, Matias Carrasco, Costanzi, Matteo, da Costa, Luiz N., De Vicente, Juan, Desai, Shantanu, Doel, Peter, Eifler, Tim F., Everett, Spencer, García-Bellido, Juan, Gaztanaga, Enrique, Gerdes, David W., Gruen, Daniel, Gschwend, Julia, Gutierrez, Gaston, Hinton, Samuel R., Hollowood, Devon L., Honscheid, Klaus, James, David J., Kuehn, Kyler, Lima, Marcos, Maia, Marcio G., Menanteau, Felipe, Miquel, Ramon, Möller, Anais, Ogando, Ricardo C., Palmese, Antonella, Paz-Chinchón, Francisco, Plazas, Andrés A., Romer, Anita K., Roodman, Aaron, Sanchez, Eusebio, Scarpine, Vic, Schubnell, Michael, Serrano, Santiago, Smith, Mathew, Soares-Santos, Marcelle, Sommer, Natalia E., Suchyta, Eric, Swanson, Molly C., Tarle, Gregory, Tucker, Brad E., and Varga, Tamas N. Tue . "Dark Energy Survey identification of a low-mass active galactic nucleus at redshift 0.823 from optical variability". United States. https://doi.org/10.1093/mnras/staa1803. https://www.osti.gov/servlets/purl/1616310.
@article{osti_1616310,
title = {Dark Energy Survey identification of a low-mass active galactic nucleus at redshift 0.823 from optical variability},
author = {Guo, Hengxiao and Burke, Colin J. and Liu, Xin and Phadke, Kedar A. and Zhang, Kaiwen and Chen, Yu-Ching and Gruendl, Robert A. and Lidman, Christopher and Shen, Yue and Morganson, Eric and Aguena, Michel and Allam, Sahar and Avila, Santiago and Bertin, Emmanuel and Brooks, David and Rosell, Aurelio Carnero and Carollo, Daniela and Kind, Matias Carrasco and Costanzi, Matteo and da Costa, Luiz N. and De Vicente, Juan and Desai, Shantanu and Doel, Peter and Eifler, Tim F. and Everett, Spencer and García-Bellido, Juan and Gaztanaga, Enrique and Gerdes, David W. and Gruen, Daniel and Gschwend, Julia and Gutierrez, Gaston and Hinton, Samuel R. and Hollowood, Devon L. and Honscheid, Klaus and James, David J. and Kuehn, Kyler and Lima, Marcos and Maia, Marcio G. and Menanteau, Felipe and Miquel, Ramon and Möller, Anais and Ogando, Ricardo C. and Palmese, Antonella and Paz-Chinchón, Francisco and Plazas, Andrés A. and Romer, Anita K. and Roodman, Aaron and Sanchez, Eusebio and Scarpine, Vic and Schubnell, Michael and Serrano, Santiago and Smith, Mathew and Soares-Santos, Marcelle and Sommer, Natalia E. and Suchyta, Eric and Swanson, Molly C. and Tarle, Gregory and Tucker, Brad E. and Varga, Tamas N.},
abstractNote = {ABSTRACT We report the identification of a low-mass active galactic nucleus (AGN), DES J0218–0430, in a redshift z = 0.823 galaxy in the Dark Energy Survey (DES) Supernova field. We select DES J0218–0430 as an AGN candidate by characterizing its long-term optical variability alone based on DES optical broad-band light curves spanning over 6 yr. An archival optical spectrum from the fourth phase of the Sloan Digital Sky Survey shows both broad Mg ii and broad H β lines, confirming its nature as a broad-line AGN. Archival XMM–Newton X-ray observations suggest an intrinsic hard X-ray luminosity of $L_{{\rm 2-12\, keV}}\approx 7.6\pm 0.4\times 10^{43}$ erg s-1, which exceeds those of the most X-ray luminous starburst galaxies, in support of an AGN driving the optical variability. Based on the broad H β from SDSS spectrum, we estimate a virial black hole (BH) mass of M• ≈ 106.43-106.72 M⊙ (with the error denoting the systematic uncertainty from different calibrations), consistent with the estimation from OzDES, making it the lowest mass AGN with redshift > 0.4 detected in optical. We estimate the host galaxy stellar mass to be M* ≈ 1010.5 ± 0.3 M⊙ based on modelling the multiwavelength spectral energy distribution. DES J0218–0430 extends the M•–M* relation observed in luminous AGNs at z ~ 1 to masses lower than being probed by previous work. Our work demonstrates the feasibility of using optical variability to identify low-mass AGNs at higher redshift in deeper synoptic surveys with direct implications for the upcoming Legacy Survey of Space and Time at Vera C. Rubin Observatory.},
doi = {10.1093/mnras/staa1803},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 3,
volume = 496,
place = {United States},
year = {Tue Jun 23 00:00:00 EDT 2020},
month = {Tue Jun 23 00:00:00 EDT 2020}
}

Works referenced in this record:

STUDY OF SWIFT /BAT SELECTED LOW-LUMINOSITY ACTIVE GALACTIC NUCLEI OBSERVED WITH SUZAKU
journal, October 2016


The Sloan Digital Sky Survey Reverberation Mapping Project: Sample Characterization
journal, April 2019

  • Shen, Yue; Hall, Patrick B.; Horne, Keith
  • The Astrophysical Journal Supplement Series, Vol. 241, Issue 2
  • DOI: 10.3847/1538-4365/ab074f

Secondary standard stars for absolute spectrophotometry
journal, March 1983

  • Oke, J. B.; Gunn, J. E.
  • The Astrophysical Journal, Vol. 266
  • DOI: 10.1086/160817

THE CHANDRA DEEP FIELD-SOUTH SURVEY: 7 MS SOURCE CATALOGS
journal, December 2016

  • Luo, B.; Brandt, W. N.; Xue, Y. Q.
  • The Astrophysical Journal Supplement Series, Vol. 228, Issue 1
  • DOI: 10.3847/1538-4365/228/1/2

Bolometric luminosities and Eddington ratios of X-ray selected active galactic nuclei in the XMM -COSMOS survey : Bolometric luminosities and Eddington ratios of AGN
journal, August 2012


The XMM-Newton serendipitous survey : VII. The third
journal, April 2016


A Low-Mass Central Black Hole in the Bulgeless Seyfert 1 Galaxy NGC 4395
journal, March 2003

  • Filippenko, Alexei V.; Ho, Luis C.
  • The Astrophysical Journal, Vol. 588, Issue 1
  • DOI: 10.1086/375361

THE CHANDRA VIEW OF NGC 4178: THE LOWEST MASS BLACK HOLE IN A BULGELESS DISK GALAXY?
journal, June 2012


First Cosmology Results Using Type Ia Supernovae from the Dark Energy Survey: Photometric Pipeline and Light-curve Data Release
journal, March 2019


Formation of massive black holes through runaway collisions in dense young star clusters
journal, April 2004

  • Portegies Zwart, Simon F.; Baumgardt, Holger; Hut, Piet
  • Nature, Vol. 428, Issue 6984
  • DOI: 10.1038/nature02448

A Study of Quasar Selection in the Supernova Fields of the Dark Energy Survey
journal, February 2017


A NEW DIAGNOSTIC OF ACTIVE GALACTIC NUCLEI: REVEALING HIGHLY ABSORBED SYSTEMS AT REDSHIFT >0.3
journal, July 2011

  • Juneau, Stéphanie; Dickinson, Mark; Alexander, David M.
  • The Astrophysical Journal, Vol. 736, Issue 2
  • DOI: 10.1088/0004-637X/736/2/104

A ∼50,000 M SOLAR MASS BLACK HOLE IN THE NUCLEUS OF RGG 118
journal, August 2015


Stronger Constraints on the Evolution of the M BH −${\sigma }_{* }$ Relation up to z ∼ 0.6
journal, June 2019

  • Sexton, Remington O.; Canalizo, Gabriela; Hiner, Kyle D.
  • The Astrophysical Journal, Vol. 878, Issue 2
  • DOI: 10.3847/1538-4357/ab21d5

Variability-selected Low-luminosity Active Galactic Nuclei Candidates in the 7 Ms Chandra Deep Field-South
journal, November 2018


On the Black Hole Mass-Bulge Mass Relation
journal, March 2004

  • Hring, Nadine; Rix, Hans-Walter
  • The Astrophysical Journal, Vol. 604, Issue 2
  • DOI: 10.1086/383567

Revisiting the Scaling Relations of Black hole Masses and host Galaxy Properties
journal, February 2013


Galaxy And Mass Assembly (GAMA): stellar mass estimates: GAMA: stellar mass estimates
journal, November 2011

  • Taylor, Edward N.; Hopkins, Andrew M.; Baldry, Ivan K.
  • Monthly Notices of the Royal Astronomical Society, Vol. 418, Issue 3
  • DOI: 10.1111/j.1365-2966.2011.19536.x

The UKIRT Infrared Deep Sky Survey (UKIDSS)
journal, August 2007


The Dark Energy Survey
journal, June 2005


The Dark Energy Survey: more than dark energy – an overview
journal, March 2016

  • Abbott, T.; Abdalla, F. B.; Aleksic, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 2, p. 1270-1299
  • DOI: 10.1093/mnras/stw641

Formation of the First Supermassive Black Holes
journal, October 2003

  • Bromm, Volker; Loeb, Abraham
  • The Astrophysical Journal, Vol. 596, Issue 1
  • DOI: 10.1086/377529

The Sloan Digital Sky Survey: Technical Summary
journal, September 2000

  • York, Donald G.; Adelman, J.; Anderson, Jr., John E.
  • The Astronomical Journal, Vol. 120, Issue 3
  • DOI: 10.1086/301513

VARIABILITY-SELECTED LOW-LUMINOSITY ACTIVE GALACTIC NUCLEI IN THE 4 Ms CHANDRA DEEP FIELD-SOUTH
journal, March 2012


An actively accreting massive black hole in the dwarf starburst galaxy Henize 2-10
journal, January 2011

  • Reines, Amy E.; Sivakoff, Gregory R.; Johnson, Kelsey E.
  • Nature, Vol. 470, Issue 7332
  • DOI: 10.1038/nature09724

Revised SWIRE photometric redshifts
journal, November 2012

  • Rowan-Robinson, Michael; Gonzalez-Solares, Eduardo; Vaccari, Mattia
  • Monthly Notices of the Royal Astronomical Society, Vol. 428, Issue 3
  • DOI: 10.1093/mnras/sts163

A Uniformly Selected Sample of Low-mass Black Holes in Seyfert 1 Galaxies. II. The SDSS DR7 Sample
journal, April 2018

  • Liu, He-Yang; Yuan, Weimin; Dong, Xiao-Bo
  • The Astrophysical Journal Supplement Series, Vol. 235, Issue 2
  • DOI: 10.3847/1538-4365/aab88e

Sloan Digital Sky Survey Standard Star Catalog for Stripe 82: The Dawn of Industrial 1% Optical Photometry
journal, July 2007

  • Ivezić, Željko; Smith, J. Allyn; Miknaitis, Gajus
  • The Astronomical Journal, Vol. 134, Issue 3
  • DOI: 10.1086/519976

Modeling the time Variability of sdss Stripe 82 Quasars as a Damped Random walk
journal, September 2010


The Limitations of Optical Spectroscopic Diagnostics in Identifying Active Galactic Nuclei in the Low-mass Regime
journal, January 2019

  • Cann, Jenna M.; Satyapal, Shobita; Abel, Nicholas P.
  • The Astrophysical Journal, Vol. 870, Issue 1
  • DOI: 10.3847/2041-8213/aaf88d

Unveiling a Population of Galaxies Harboring Low-Mass Black Holes with X-Rays
journal, August 2013


Galactic Stellar and Substellar Initial Mass Function
journal, July 2003

  • Chabrier, Gilles
  • Publications of the Astronomical Society of the Pacific, Vol. 115, Issue 809
  • DOI: 10.1086/376392

MULTI-EPOCH SPECTROSCOPY OF DWARF GALAXIES WITH AGN SIGNATURES: IDENTIFYING SOURCES WITH PERSISTENT BROAD H α EMISSION
journal, September 2016

  • Baldassare, Vivienne F.; Reines, Amy E.; Gallo, Elena
  • The Astrophysical Journal, Vol. 829, Issue 1
  • DOI: 10.3847/0004-637X/829/1/57

An X-Ray-Selected Sample of Candidate Black Holes in Dwarf Galaxies
journal, May 2015

  • Lemons, Sean M.; Reines, Amy E.; Plotkin, Richard M.
  • The Astrophysical Journal, Vol. 805, Issue 1
  • DOI: 10.1088/0004-637X/805/1/12

An ultraluminous quasar with a twelve-billion-solar-mass black hole at redshift 6.30
journal, February 2015

  • Wu, Xue-Bing; Wang, Feige; Fan, Xiaohui
  • Nature, Vol. 518, Issue 7540
  • DOI: 10.1038/nature14241

Revisiting the infrared spectra of active galactic nuclei with a new torus emission model
journal, March 2006


Chandra Survey of Nearby Galaxies: A Significant Population of Candidate Central Black Holes in Late-type Galaxies
journal, June 2017


Massive Black Holes as Population III Remnants
journal, April 2001

  • Madau, Piero; Rees, Martin J.
  • The Astrophysical Journal, Vol. 551, Issue 1
  • DOI: 10.1086/319848

Exploring the Limits of AGN Feedback: Black Holes and the Star Formation Histories of Low-mass Galaxies
journal, March 2018


The Biases of Optical Line-Ratio Selection for Active Galactic Nuclei and the Intrinsic Relationship Between Black hole Accretion and Galaxy star Formation
journal, September 2015

  • Trump, Jonathan R.; Sun, Mouyuan; Zeimann, Gregory R.
  • The Astrophysical Journal, Vol. 811, Issue 1
  • DOI: 10.1088/0004-637X/811/1/26

Stellar masses and star formation histories for 10 5 galaxies from the Sloan Digital Sky Survey
journal, May 2003

  • Kauffmann, Guinevere; Heckman, Timothy M.; Simon White, D. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 341, Issue 1
  • DOI: 10.1046/j.1365-8711.2003.06291.x

The Optical and Near‐Infrared Properties of Galaxies. I. Luminosity and Stellar Mass Functions
journal, December 2003

  • Bell, Eric F.; McIntosh, Daniel H.; Katz, Neal
  • The Astrophysical Journal Supplement Series, Vol. 149, Issue 2
  • DOI: 10.1086/378847

THE CHANDRA COSMOS SURVEY. III. OPTICAL AND INFRARED IDENTIFICATION OF X-RAY POINT SOURCES
journal, August 2012


Understanding Broad Mg ii Variability in Quasars with Photoionization: Implications for Reverberation Mapping and Changing-look Quasars
journal, January 2020


CIGALE: a python Code Investigating GALaxy Emission
journal, February 2019


The Sloan Digital Sky Survey Quasar Catalog: Fourteenth data release
journal, May 2018


The QUEST-La Silla AGN Variability Survey: Selection of AGN Candidates through Optical Variability
journal, May 2019

  • Sánchez-Sáez, P.; Lira, P.; Cartier, R.
  • The Astrophysical Journal Supplement Series, Vol. 242, Issue 1
  • DOI: 10.3847/1538-4365/ab174f

The Seventh data Release of the Sloan Digital sky Survey
journal, May 2009

  • Abazajian, Kevork N.; Adelman-McCarthy, Jennifer K.; Agüeros, Marcel A.
  • The Astrophysical Journal Supplement Series, Vol. 182, Issue 2
  • DOI: 10.1088/0067-0049/182/2/543

Stellar population synthesis at the resolution of 2003
journal, October 2003


Active Galactic Nuclei with Candidate Intermediate‐Mass Black Holes
journal, August 2004

  • Greene, Jenny E.; Ho, Luis C.
  • The Astrophysical Journal, Vol. 610, Issue 2
  • DOI: 10.1086/421719

Low-mass black holes as the remnants of primordial black hole formation
journal, January 2012


Analysis of galaxy spectral energy distributions from far-UV to far-IR with CIGALE: studying a SINGS test sample
journal, September 2009


Observational Signatures of High-Redshift Quasars and Local Relics of Black Hole Seeds
journal, January 2016

  • Reines, Amy E.; Comastri, Andrea
  • Publications of the Astronomical Society of Australia, Vol. 33
  • DOI: 10.1017/pasa.2016.46

Determining Central Black Hole Masses in Distant Active Galaxies and Quasars. II. Improved Optical and UV Scaling Relationships
journal, April 2006

  • Vestergaard, Marianne; Peterson, Bradley M.
  • The Astrophysical Journal, Vol. 641, Issue 2
  • DOI: 10.1086/500572

Identifying AGNs in Low-mass Galaxies via Long-term Optical Variability
journal, December 2018

  • Baldassare, Vivienne F.; Geha, Marla; Greene, Jenny
  • The Astrophysical Journal, Vol. 868, Issue 2
  • DOI: 10.3847/1538-4357/aae6cf

Faint high-redshift AGN in the Chandra deep field south: the evolution of the AGN luminosity function and black hole demography
journal, December 2011


OzDES multifibre spectroscopy for the Dark Energy Survey: 3-yr results and first data release
journal, July 2017

  • Childress, M. J.; Lidman, C.; Davis, T. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 472, Issue 1
  • DOI: 10.1093/mnras/stx1872

Dust Masses, PAH Abundances, and Starlight Intensities in the SINGS Galaxy Sample
journal, July 2007

  • Draine, B. T.; Dale, D. A.; Bendo, G.
  • The Astrophysical Journal, Vol. 663, Issue 2
  • DOI: 10.1086/518306

The Optical Variability of sdss Quasars from Multi-Epoch Spectroscopy. i. Results from 60 Quasars with ⩾ Six-Epoch Spectra
journal, August 2014


The Sdss-Iv Extended Baryon Oscillation Spectroscopic Survey: Overview and Early data
journal, February 2016

  • Dawson, Kyle S.; Kneib, Jean-Paul; Percival, Will J.
  • The Astronomical Journal, Vol. 151, Issue 2
  • DOI: 10.3847/0004-6256/151/2/44

Formation of Massive Black Holes in Dense Star Clusters. I. Mass Segregation and Core Collapse
journal, April 2004

  • Gurkan, M. Atakan; Freitag, Marc; Rasio, Frederic A.
  • The Astrophysical Journal, Vol. 604, Issue 2
  • DOI: 10.1086/381968

Radio jets from AGNs in dwarf galaxies in the COSMOS survey: mechanical feedback out to redshift ∼3.4
journal, June 2019

  • Mezcua, M.; Suh, H.; Civano, F.
  • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 1
  • DOI: 10.1093/mnras/stz1760

Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe
journal, June 2017

  • Blanton, Michael R.; Bershady, Matthew A.; Abolfathi, Bela
  • The Astronomical Journal, Vol. 154, Issue 1
  • DOI: 10.3847/1538-3881/aa7567

Theoretical Modeling of Starburst Galaxies
journal, July 2001

  • Kewley, L. J.; Dopita, M. A.; Sutherland, R. S.
  • The Astrophysical Journal, Vol. 556, Issue 1
  • DOI: 10.1086/321545

Optimal Time-Series Selection of Quasars
journal, February 2011


Intermediate-mass black holes in dwarf galaxies out to redshift ∼2.4 in the Chandra COSMOS-Legacy Survey
journal, May 2018

  • Mezcua, M.; Civano, F.; Marchesi, S.
  • Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 2
  • DOI: 10.1093/mnras/sty1163

A New Sample of Low‐Mass Black Holes in Active Galaxies
journal, November 2007

  • Greene, Jenny E.; Ho, Luis C.
  • The Astrophysical Journal, Vol. 670, Issue 1
  • DOI: 10.1086/522082

The cosmological evolution of quasar black hole masses
journal, August 2004


Hot Dust in Panchromatic SED Fitting: Identification of Active Galactic Nuclei and Improved Galaxy Properties
journal, February 2018

  • Leja, Joel; Johnson, Benjamin D.; Conroy, Charlie
  • The Astrophysical Journal, Vol. 854, Issue 1
  • DOI: 10.3847/1538-4357/aaa8db

The dark Energy Camera
journal, October 2015


Constraining the properties of AGN host galaxies with spectral energy distribution modelling
journal, March 2015


Introducing the Search for Intermediate-mass Black Holes in Nearby Galaxies (SIBLING) Survey
journal, January 2020

  • Martínez-Palomera, Jorge; Lira, Paulina; Bhalla-Ladd, India
  • The Astrophysical Journal, Vol. 889, Issue 2
  • DOI: 10.3847/1538-4357/ab5f5b

Are the Variations in Quasar Optical flux Driven by Thermal Fluctuations?
journal, May 2009

  • Kelly, Brandon C.; Bechtold, Jill; Siemiginowska, Aneta
  • The Astrophysical Journal, Vol. 698, Issue 1
  • DOI: 10.1088/0004-637X/698/1/895

A New Sample of (Wandering) Massive Black Holes in Dwarf Galaxies from High-resolution Radio Observations
journal, January 2020

  • Reines, Amy E.; Condon, James J.; Darling, Jeremy
  • The Astrophysical Journal, Vol. 888, Issue 1
  • DOI: 10.3847/1538-4357/ab4999

A Catalog of Quasar Properties from Sloan Digital sky Survey data Release 7
journal, June 2011

  • Shen, Yue; Richards, Gordon T.; Strauss, Michael A.
  • The Astrophysical Journal Supplement Series, Vol. 194, Issue 2
  • DOI: 10.1088/0067-0049/194/2/45

Coevolution (Or Not) of Supermassive Black Holes and Host Galaxies
journal, August 2013


SECULAR EVOLUTION AND A NON-EVOLVING BLACK-HOLE-TO-GALAXY MASS RATIO IN THE LAST 7 Gyr
journal, October 2011


The Dark Energy Survey: Data Release 1
journal, November 2018

  • Abbott, T. M. C.; Abdalla, F. B.; Allam, S.
  • The Astrophysical Journal Supplement Series, Vol. 239, Issue 2
  • DOI: 10.3847/1538-4365/aae9f0

The Dust Content and Opacity of Actively Star‐forming Galaxies
journal, April 2000

  • Calzetti, Daniela; Armus, Lee; Bohlin, Ralph C.
  • The Astrophysical Journal, Vol. 533, Issue 2
  • DOI: 10.1086/308692

X-RAY DETECTED ACTIVE GALACTIC NUCLEI IN DWARF GALAXIES AT 0 < z < 1
journal, November 2016


Relations Between Central Black hole mass and Total Galaxy Stellar mass in the Local Universe
journal, October 2015


Dwarf Galaxies with Optical Signatures of Active Massive Black Holes
journal, September 2013


Simultaneous Ultraviolet and Optical Emission-Line Profiles of Quasars: Implications for Black hole mass Determination
journal, June 2012


The Sloan Digital Sky Survey Reverberation Mapping Project: H α and H β Reverberation Measurements from First-year Spectroscopy and Photometry
journal, December 2017


The formation of nuclei in newly formed galaxies and the evolution of the quasar population
journal, July 1993

  • Haehnelt, M. G.; Rees, M. J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 263, Issue 1
  • DOI: 10.1093/mnras/263.1.168

Supermassive Black Holes with High Accretion Rates in Active Galactic Nuclei. X. Optical Variability Characteristics
journal, May 2019

  • Lu, Kai-Xing; Huang, Ying-Ke; Zhang, Zhi-Xiang
  • The Astrophysical Journal, Vol. 877, Issue 1
  • DOI: 10.3847/1538-4357/ab16e8

OzDES multifibre spectroscopy for the Dark Energy Survey: first-year operation and results
journal, July 2015

  • Yuan, Fang; Lidman, C.; Davis, T. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 452, Issue 3
  • DOI: 10.1093/mnras/stv1507

Infrared Selection of Obscured Active Galactic Nuclei in the COSMOS Field
journal, December 2017

  • Chang, Yu-Yen; Le Floc’h, Emeric; Juneau, Stéphanie
  • The Astrophysical Journal Supplement Series, Vol. 233, Issue 2
  • DOI: 10.3847/1538-4365/aa97da

Long-term NIR variability in the UKIDSS Ultra Deep Survey: a new probe of AGN activity at high redshift
journal, February 2020

  • Elmer, E.; Almaini, O.; Merrifield, M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 493, Issue 2
  • DOI: 10.1093/mnras/staa381

A Population of Bona Fide Intermediate-mass Black Holes Identified as Low-luminosity Active Galactic Nuclei
journal, August 2018

  • Chilingarian, Igor V.; Katkov, Ivan Yu.; Zolotukhin, Ivan Yu.
  • The Astrophysical Journal, Vol. 863, Issue 1
  • DOI: 10.3847/1538-4357/aad184

Crossing the Line: Active Galactic Nuclei in the Star-forming Region of the BPT Diagram
journal, April 2019


Active galactic nuclei at z ∼ 1.5 – II. Black hole mass estimation by means of broad emission lines
journal, March 2016

  • Mejía-Restrepo, J. E.; Trakhtenbrot, B.; Lira, P.
  • Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 1
  • DOI: 10.1093/mnras/stw568

Formation of supermassive black holes by direct collapse in pre-galactic haloes
journal, July 2006


Cigalemc: Galaxy Parameter Estimation Using a Markov Chain Monte Carlo Approach with Cigale
journal, September 2011


Optically variable AGN in the three-year VST survey of the COSMOS field
journal, June 2019


Spectral energy distributions of candidate periodically variable quasars: testing the binary black hole hypothesis
journal, December 2019

  • Guo, Hengxiao; Liu, Xin; Tayyaba, Zafar
  • Monthly Notices of the Royal Astronomical Society, Vol. 492, Issue 2
  • DOI: 10.1093/mnras/stz3566

The Difference Imaging Pipeline for the Transient Search in the dark Energy Survey
journal, November 2015


Dwarf galaxies might not be the birth sites of supermassive black holes
journal, January 2019


Deep spectroscopy of the MV ∼ −14.8 host galaxy of a tidal disruption flare in A1795★
journal, August 2014

  • Maksym, W. P.; Ulmer, M. P.; Roth, K. C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 1
  • DOI: 10.1093/mnras/stu1485

Instrumental Response Model and Detrending for the Dark Energy Camera
journal, September 2017

  • Bernstein, G. M.; Abbott, T. M. C.; Desai, S.
  • Publications of the Astronomical Society of the Pacific, Vol. 129, Issue 981
  • DOI: 10.1088/1538-3873/aa858e

Variability of Active Galactic Nuclei
journal, September 1997

  • Ulrich, Marie-Helene; Maraschi, Laura; Urry, C. Megan
  • Annual Review of Astronomy and Astrophysics, Vol. 35, Issue 1
  • DOI: 10.1146/annurev.astro.35.1.445

The Galaxy Evolution Explorer : A Space Ultraviolet Survey Mission
journal, January 2005

  • Martin, D. Christopher; Fanson, James; Schiminovich, David
  • The Astrophysical Journal, Vol. 619, Issue 1
  • DOI: 10.1086/426387

Formation of supermassive black holes
journal, April 2010


LSST: From Science Drivers to Reference Design and Anticipated Data Products
journal, March 2019

  • Ivezić, Željko; Kahn, Steven M.; Tyson, J. Anthony
  • The Astrophysical Journal, Vol. 873, Issue 2
  • DOI: 10.3847/1538-4357/ab042c

Dependence of the Optical/Ultraviolet Variability on the Emission-Line Properties and Eddington Ratio in Active Galactic Nuclei
journal, May 2010


The QUEST–La Silla AGN Variability Survey: Connection between AGN Variability and Black Hole Physical Properties
journal, September 2018

  • Sánchez-Sáez, P.; Lira, P.; Mejía-Restrepo, J.
  • The Astrophysical Journal, Vol. 864, Issue 1
  • DOI: 10.3847/1538-4357/aad7f9

An 800-million-solar-mass black hole in a significantly neutral Universe at a redshift of 7.5
journal, December 2017

  • Bañados, Eduardo; Venemans, Bram P.; Mazzucchelli, Chiara
  • Nature, Vol. 553, Issue 7689
  • DOI: 10.1038/nature25180

The Mass Relations between Supermassive Black Holes and Their Host Galaxies at 1 < z < 2 with HST -WFC3
journal, January 2020

  • Ding, Xuheng; Silverman, John; Treu, Tommaso
  • The Astrophysical Journal, Vol. 888, Issue 1
  • DOI: 10.3847/1538-4357/ab5b90

Absolute Spectral Energy Distributions for White Dwarfs
journal, February 1974

  • Oke, J. B.
  • The Astrophysical Journal Supplement Series, Vol. 27
  • DOI: 10.1086/190287

The Sloan Digital sky Survey Quasar Catalog. v. Seventh data Release
journal, April 2010


POX 52: A Dwarf Seyfert 1 Galaxy with an Intermediate‐Mass Black Hole
journal, May 2004

  • Barth, Aaron J.; Ho, Luis C.; Rutledge, Robert E.
  • The Astrophysical Journal, Vol. 607, Issue 1
  • DOI: 10.1086/383302

Observational evidence for intermediate-mass black holes
journal, September 2017


Andromeda'S dust
journal, December 2013


The Wide-Field Infrared Survey Explorer (Wise): Mission Description and Initial On-Orbit Performance
journal, November 2010


Extreme Variability Quasars from the Sloan Digital Sky Survey and the Dark Energy Survey
journal, February 2018


Collisions Between Single Stars in Dense Clusters: Runaway Formation of a Massive Object
text, January 2004