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The Sloan Digital Sky Survey Reverberation Mapping Project: Hα and Hβ Reverberation Measurements from First-year Spectroscopy and Photometry
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We present reverberation mapping results from the first year of combined spectroscopic and photometric observations of the Sloan Digital Sky Survey Reverberation Mapping Project. We successfully recover reverberation time delays between the g+i band emission and the broad H β emission line for a total of 44 quasars, and for the broad H α emission line in 18 quasars. Time delays are computed using the JAVELIN and CREAM software and the traditional interpolated cross-correlation function (ICCF): using well-defined criteria, we report measurements of 32 H β and 13 H α lags with JAVELIN, 42 H β and 17 H α lags with CREAM, and 16 H β and eight H α lags with the ICCF. Lag values are generally consistent among the three methods, though we typically measure smaller uncertainties with JAVELIN and CREAM than with the ICCF, given the more physically motivated light curve interpolation and more robust statistical modeling of the former two methods. The median redshift of our H β-detected sample of quasars is 0.53, significantly higher than that of the previous reverberation mapping sample. We find that in most objects, the time delay of the H α emission is consistent with or slightly longer than that of H β. We measure black hole masses using our measured time delays and line widths for these quasars. These black hole mass measurements are mostly consistent with expectations based on the local – relationship, and are also consistent with single-epoch black hole mass measurements. This work increases the current sample size of reverberation-mapped active galaxies by about two-thirds and represents the first large sample of reverberation mapping observations beyond the local universe (z < 0.3).
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“The superb continuum light curves of AGNs will enable economical ' piggyback ' reverberation-mapping efforts using spectroscopy of emission lines”
From LSST: From Science Drivers to Reference Design and Anticipated Data Products (2019) · cites this paper as Grier et al. 2017
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LSST: From Science Drivers to Reference Design and Anticipated Data Products
Ivezić, Ž., Kahn, S. M., Tyson, J. A., Abel, B., Acosta, E., Allsman, R., Alonso, D., AlSayyad, Y., Anderson, S. F., Andrew, J., et al. (2019) · The Astrophysical Journal · doi:10.3847/1538-4357/ab042c · Cited by 4,357
Self-citationAhumada, R., Prieto, C. A., Almeida, A., Anders, F., Anderson, S. F., Andrews, B. H., Anguiano, B., Arcodia, R., Armengaud, E., Aubert, M., et al. (2020) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/ab929e · Cited by 1,410
Self-citationAlam, S., Aubert, M., Avila, S., Balland, C., Bautista, J. E., Bershady, M. A., Bizyaev, D., Blanton, M. R., Bolton, A. S., Bovy, J., et al. (2021) · Physical Review D · doi:10.1103/physrevd.103.083533 · Cited by 1,337
Self-citationAbdurrouf, Accetta, K., Aerts, C., Aguirre, V. S., Ahumada, R., Ajgaonkar, N., Ak, N. F., Alam, S., Prieto, C. A., Almeida, A., et al. (2022) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/ac4414 · Cited by 1,296
Self-citationMarcos Vinícius da Silva Alves de, L. I. M. A. (2018) · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · doi:10.3847/1538-4365/aa9e8a/meta · Cited by 1,023
Metadata
- Authors
- Grier, C. J., Trump, J. R., Shen, Y., Horne, K., Kinemuchi, K., McGreer, I. D., Starkey, D. A., Brandt, W. N., Hall, P. B., Kochanek, C. S., Chen, Y., Denney, K. D., Greene, J. E., Ho, L. C., Homayouni, Y., Li, J. I.-H., Pei, L., Peterson, B. M., Petitjean, P., Schneider, D. P., Sun, M., AlSayyad, Y., Bizyaev, D., Brinkmann, J., Brownstein, J. R., Bundy, K., Dawson, K. S., Eftekharzadeh, S., Fernandez-Trincado, J. G., Gao, Y., Hutchinson, T. A., Jia, S., Jiang, L., Oravetz, D., Pan, K., Paris, I., Ponder, K. A., Peters, C., Rogerson, J., Simmons, A., Smith, R., & Wang, A. R.
- Affiliations
- Pennsylvania State University (US)
- University of Illinois Urbana-Champaign (US)
- University of St Andrews (GB)
- New Mexico State University (US)
- University of Arizona (US)
- York University (CA)
- The Ohio State University (US)
- California Institute of Technology (US)
- Princeton University (US)
- Peking University (CN)
- University of Connecticut (US)
- Space Telescope Science Institute (US)
- Centre National de la Recherche Scientifique (FR)
- University of Science and Technology of China (CN)
- University of Utah (US)
- University of California, Santa Cruz (US)
- University of Wyoming (US)
- Tsinghua University (CN)
- University of California, Berkeley (US)
- University of Pittsburgh (US)
- University of Toronto (CA)
- University of Maryland, College Park (US)
- ORCID
- Grier, C. J.
- Trump, J. R.
- Shen, Yue
- Horne, Keith
- Kinemuchi, Karen
- McGreer, Ian D.
- Brandt, W. N.
- Hall, P. B.
- Kochanek, C. S.
- Ho, L. C.
- Peterson, B. M.
- Petitjean, P.
- Sun, Mouyuan
- Bizyaev, Dmitry
- Brownstein, Joel R.
- Bundy, Kevin
- Dawson, K S.
- Gao, Yang
- Hutchinson, Timothy A.
- Jiang, Linhua
- Pan, Kaike
- Ponder, Kara A.
- Rogerson, Jesse
- Simmons, Audrey
- Venue
- The Astrophysical Journal
- Publisher
- American Astronomical Society
- Published
- 2017-12-07
- Volume
- 851
- Issue
- 1
- Pages
- 21
- ISSN
- 0004-637X (ISSN-L)
- 1538-4357
- OpenAlex
- W2767610311
- Cited by
- 244
- References
- 77
- Citations by year
- 2026: 11 · 2025: 26 · 2024: 27 · 2023: 25 · 2022: 27 · 2021: 38 · 2020: 37 · 2019: 36 · 2018: 14
- FWCI
- 13.01
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- The Astrophysical Journal (publishedVersion, other-oa)
- arXiv (Cornell University) (publishedVersion)
- UA Campus Repository (The University of Arizona) (acceptedVersion)
- CaltechAUTHORS (California Institute of Technology) (submittedVersion)
- HAL (submittedVersion, other-oa)
- HAL (submittedVersion)
- St Andrews Research Repository (St Andrews Research Repository) (submittedVersion)
- arXiv (Cornell University)
- Funders
- Science and Technology Facilities Council (ST/M001296/1)
- Topics
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Galaxies: Formation, Evolution, Phenomena
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Astrophysical Phenomena and Observations
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Stellar, planetary, and galactic studies
- Keywords
- reverberation mapping, quasars, H-beta emission, H-alpha emission lines, black hole mass, broad emission lines, javelin, cream, M-sigma relation, active galactic nuclei, high-redshift quasars
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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