Quasars; Accretion; Time domain astronomy; Reverberation mapping; Astrophysics - Instrumentation and Methods for; Astrophysics; Astrophysics - High Energy Astrophysical Phenomena
Abstract :
[en] The Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST) will detect an unprecedentedly large sample of actively accreting supermassive black holes with typical accretion disk (AD) sizes of a few light days. This brings us to face challenges in the reverberation mapping (RM) measurement of AD sizes in active galactic nuclei using interband continuum delays. We examine the effect of LSST cadence strategies on AD RM using our metric AGN_TimeLagMetric. It accounts for redshift, cadence, the magnitude limit, and magnitude corrections for dust extinction. Running our metric on different LSST cadence strategies, we produce an atlas of the performance estimations for LSST photometric RM measurements. We provide an upper limit on the estimated number of quasars for which the AD time lag can be computed within 0 < z < 7 using the features of our metric. We forecast that the total counts of such objects will increase as the mean sampling rate of the survey decreases. The AD time lag measurements are expected for >1000 sources in each deep drilling field (DDF; (10 deg<SUP>2</SUP>)) in any filter, with the redshift distribution of these sources peaking at z ≍ 1. We find the LSST observation strategies with a good cadence (≲5 days) and a long cumulative season (~9 yr), as proposed for LSST DDF, are favored for the AD size measurement. We create synthetic LSST light curves for the most suitable DDF cadences and determine RM time lags to demonstrate the impact of the best cadences based on the proposed metric.
Disciplines :
Space science, astronomy & astrophysics
Author, co-author :
Kovačević, Andjelka B.; University of Belgrade-Faculty of Mathematics, Department of Astronomy, Studentski trg 16, Belgrade, Serbia, PIFI Research Fellow, Key Laboratory for Particle Astrophysics, Institute of High Energy Physics, Chinese Academy of Sciences, 19B Yuquan Road, 100049 Beijing, People's Republic of China
Radović, Viktor; University of Belgrade-Faculty of Mathematics, Department of Astronomy, Studentski trg 16, Belgrade, Serbia
Ilić, Dragana; University of Belgrade-Faculty of Mathematics, Department of Astronomy, Studentski trg 16, Belgrade, Serbia, Hamburger Sternwarte, Universitat Hamburg, Gojenbergsweg 112, D-21029 Hamburg, Germany
Popović, Luka Č.; University of Belgrade-Faculty of Mathematics, Department of Astronomy, Studentski trg 16, Belgrade, Serbia, Astronomical Observatory, Volgina 7, 11000 Belgrade, Serbia
Assef, Roberto J.; Diego Portales University, Chile
Sánchez-Sáez, Paula; Directorate for Science, European Southern Observatory, Karl-Schwarzschild-Strasse 2, Garching bei München, Germany, Millennium Institute of Astrophysics (MAS), Nuncio Monseñor Sótero Sanz 100, Providencia, Santiago, Chile
Nikutta, Robert; National Optical Astronomy Observatory, Arizona
Raiteri, Claudia M.; Astronomical Observatory of Turin
Yoon, Ilsang; National Radio Astronomy Observatory, Virginia
Homayouni, Yasaman; The Pennsylvania State University, 201 Old Main, University Park, PA 16802, USA
Li, Yan-Rong; CAS, Institute of High Energy Physics, Beijing
Czerny, Bozena; Polish Academy of Sciences, Institute of Physics
Panda, Swayamtrupta; Polish Academy of Sciences, Institute of Physics, Nicolaus Copernicus Astronomical Center, Warsaw, -
Ricci, Claudio; Diego Portales University, Chile, Kavli Institute for Astronomy and Astrophysics
Jankov, Isidora; University of Belgrade-Faculty of Mathematics, Department of Astronomy, Studentski trg 16, Belgrade, Serbia
Landt, Hermine; Durham University, Department of Physics
Wolf, Christian; ANU, Research School of Astronomy and Astrophysics, -
Kovačević-Dojčinović, Jelena; Astronomical Observatory of Belgrade, Serbia
Lakićević, Maša; Astronomical Observatory of Belgrade, Serbia
Savic, Djordje ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > Space sciences, Technologies and Astrophysics Research (STAR) ; Astronomical Observatory of Belgrade, Serbia
Vince, Oliver; Astronomical Observatory of Belgrade, Serbia
Simić, Saša; University of Kragujevcu, Serbia
Čvorović-Hajdinjak, Iva; University of Belgrade-Faculty of Mathematics, Department of Astronomy, Studentski trg 16, Belgrade, Serbia
Marčeta-Mandić, Sladjana; Astronomical Observatory of Belgrade, Serbia
Aihara H. AlSayyad Y. Ando M. 2022 PASJ 74 247 2022PASJ.74.247A 10.1093/pasj/psab122
Alexander T. 1997 Astronomical Time Series Maoz D. Sternberg A. Leibowitz E. M. Dordrecht Kluwer 163 1997ASSL.218.163A
Anglés-Alcázar D. Quataert E. Hopkins P. F. 2021 ApJ 917 53 2021ApJ.917.53A 10.3847/1538-4357/ac09e8
Assef R. J. Temple M. Richards G. Yu W. Bauer F. 2021a. LSST AGN SC Cadence Note: Quasar Counts, https://docushare.lsst.org/docushare/dsweb/Get/Document-37627/Quasar_Counts.pdf
Assef R. J. Temple M. Richards G. Yu W. Bauer F. 2021b. LSST AGN SC Cadence Note: Type-1 Quasar Colors in the Context of Photometric Redshifts, https://docushare.lsst.org/docushare/dsweb/Get/Document-37628/Quasar_Colors.pdf
Barth A. J. Nguyen M. L. Malkan M. A. 2011 ApJ 732 121 2011ApJ.732.121B 10.1088/0004-637X/732/2/121
Bellm E. C. Burke C. J. Coughlin M. W. 2022 ApJS 258 13 2022ApJS.258.13B 10.3847/1538-4365/ac4602
Bianco F. B. Ivezić Å1/2. Jones R. L. 2022 ApJS 258 1 2022ApJS.258.1B 10.3847/1538-4365/ac3e72
Biava N. Brienza M. Bonafede A. 2021 A&A 650 A170 2021A&A.650A.170B 10.1051/0004-6361/202040063
Blandford R. D. Begelman M. C. 1999 MNRAS 303 L1 1999MNRAS.303L.1B 10.1046/j.1365-8711.1999.02358.x
Blandford R. D. McKee C. F. 1982 ApJ 255 419 1982ApJ.255.419B 10.1086/159843
Brandt W. N. Ni Q. Yang G. 2018. arXiv: 1811.06542 2018arXiv181106542B
Burke C. J. Shen Y. Blaes O. 2021 Sci 373 789 2021Sci.373.789B 10.1126/science.abg9933
Cackett E. M. Chiang C.-Y. McHardy I. 2018 ApJ 857 53 2018ApJ.857.53C 10.3847/1538-4357/aab4f7
Cackett E. M. Horne K. Winkler H. 2007 MNRAS 380 669 2007MNRAS.380.669C 10.1111/j.1365-2966.2007.12098.x
Campana S. Stella L. 1995 MNRAS 272 585 1995MNRAS.272.585C 10.1093/mnras/272.3.585
Campitiello S. Ghisellini G. Sbarrato T. Calderone G. 2018 A&A 612 A59 2018A&A.612A.59C 10.1051/0004-6361/201731897
Capak P. Cuillandre J.-C. Bernardeau F. 2019. arXiv: 1904.10439 2019arXiv190410439C
Caplar N. Lilly S. J. Trakhtenbrot B. 2017 ApJ 834 111 2017ApJ.834.111C 10.3847/1538-4357/834/2/111
Chan J. H. H. Millon M. Bonvin V. Courbin F. 2020 A&A 636 A52 2020A&A.636A.52C 10.1051/0004-6361/201935423
Chartas G. Kochanek C. S. Dai X. 2012 ApJ 757 137 2012ApJ.757.137C 10.1088/0004-637X/757/2/137
Chartas G. Rhea C. Kochanek C. 2016 AN 337 356 2016AN.337.356C 10.1002/asna.201612313
Chelouche D. 2013 ApJ 772 9 2013ApJ.772.9C 10.1088/0004-637X/772/1/9
Chelouche D. Daniel E. 2012 ApJ 747 62 2012ApJ.747.62C 10.1088/0004-637X/747/1/62
Chelouche D. Daniel E. Kaspi S. 2012 ApJL 750 L43 2012ApJ.750L.43C 10.1088/2041-8205/750/2/L43
Cherepashchuk A. M. Lyutyi V. M. 1973 ApL 13 165 1973ApL.13.165C
Collier S. J. Horne K. Kaspi S. 1998 ApJ 500 162 1998ApJ.500.162C 10.1086/305720
Connolly A. J. Angeli G. Z. Chandrasekharan S. 2014 Proc. SPIE 9150 915014 2014SPIE.9150E.14C 10.1117/12.2054953
Cuillandre J.-C. Rhodes J. Stern D. 2021. LSST Cadence Note-Enhancing LSST Science with Euclid Synergy and a Mini-survey of the Northern Sky to Dec<+30, https://docushare.lsst.org/docushare/dsweb/Get/Document-37641/Enhancing_LSST_with_Euclid.pdf
Čvorović Hajdinjak I. Kovačević A. B. Ilić D. 2022 AN 343 e210103 2022AN.34310103A 10.1002/asna.20210103
Dai X. Kochanek C. S. Chartas G. 2010 ApJ 709 278 2010ApJ.709.278D 10.1088/0004-637X/709/1/278
De Cicco D. Bauer F. E. Paolillo M. 2021 A&A 645 A103 2021A&A.645A.103D 10.1051/0004-6361/202039193
Delgado F. Reuter M. A. 2016 Proc. SPIE 9910 991013 2016SPIE.9910E.13D 10.1117/12.223363
Denney K. D. Watson L. C. Peterson B. M. 2009 ApJ 702 1353 2009ApJ.702.1353D 10.1088/0004-637X/702/2/1353
Dexter J. Agol E. 2011 ApJL 727 L24 2011ApJ.727L.24D 10.1088/2041-8205/727/1/L24
Du P. Hu C. Lu K.-X. 2015 ApJ 806 22 2015ApJ.806.22D 10.1088/0004-637X/806/1/22
Edelson R. Gelbord J. M. Horne K. 2015 ApJ 806 129 2015ApJ.806.129E 10.1088/0004-637X/806/1/129
Edelson R. Gelbord J. Cackett E. 2017 ApJ 840 41 2017ApJ.840.41E 10.3847/1538-4357/aa6890
Edelson R. Gelbord J. Cackett E. 2019 ApJ 870 123 2019ApJ.870.123E 10.3847/1538-4357/aaf3b4
Event Horizon Telescope Collaboration Akiyama K. Alberdi A. Alef W. Algaba J. C. 2022 ApJL 930 L16 2022ApJ.930L.16E 10.3847/2041-8213/ac6672
Event Horizon Telescope Collaboration Akiyama K. Alberdi A. 2019 ApJL 875 L4 2019ApJ.875L.4E 10.3847/2041-8213/ab0e85
Eyer L. Bartholdi P. 1999 A&AS 135 1 1999A&AS.135.1E 10.1051/aas:1999102
Fausnaugh M. M. Denney K. D. Barth A. J. 2016 ApJ 821 56 2016ApJ.821.56F 10.3847/0004-637X/821/1/56
Frank J. King A. Raine D. J. 2002 Accretion Power in Astrophysics: Third Edition Cambridge Cambridge Univ. Press 2002apa.book.F
Galeev A. A. Rosner R. Vaiana G. S. 1979 ApJ 229 318 1979ApJ.229.318G 10.1086/156957
Gaskell C. M. Peterson B. M. 1987 ApJS 65 1 1987ApJS.65.1G 10.1086/191216
Gaskell C. M. Sparke L. S. 1986 ApJ 305 175 1986ApJ.305.175G 10.1086/164238
Gravity Collaboration Sturm E. Dexter J. 2018 Natur 563 657 2018Natur.563.657G 10.1038/s41586-018-0731-9
Guo W.-J. Li Y.-R. Zhang Z.-X. Ho L. C. Wang J.-M. 2022 ApJ 929 19 2022ApJ.929.19G 10.3847/1538-4357/ac4e84
Haas M. Chini R. Ramolla M. 2011 A&A 535 A73 2011A&A.535A.73H 10.1051/0004-6361/201117325
Homayouni Y. Trump J. R. Grier C. J. 2019 ApJ 880 126 2019ApJ.880.126H 10.3847/1538-4357/ab2638
Hönig S. F. 2014 ApJL 784 L4 2014ApJ.784L.4H 10.1088/2041-8205/784/1/L4
Hopkins P. F. Hernquist L. Cox T. J. 2005 ApJ 630 705 2005ApJ.630.705H 10.1086/432438
Hopkins P. F. Richards G. T. Hernquist L. 2007 ApJ 654 731 2007ApJ.654.731H 10.1086/509629
Horne J. H. Baliunas S. L. 1986 ApJ 302 757 1986ApJ.302.757H 10.1086/164037
Hu Z. Tak H. 2020 AJ 160 265 2020AJ.160.265H 10.3847/1538-3881/abc1e2
Huber S. Suyu S. H. Noebauer U. M. 2019 A&A 631 A161 2019A&A.631A.161H 10.1051/0004-6361/201935370
Ichikawa K. Ueda J. Bae H.-J. 2019 ApJ 870 65 2019ApJ.870.65I 10.3847/1538-4357/aaf233
Ichimaru S. 1977 ApJ 214 840 1977ApJ.214.840I 10.1086/155314
Ilić D. Oknyansky V. Popović L. Č. 2020 A&A 638 A13 2020A&A.638A.13I 10.1051/0004-6361/202037532
Ivezić Å1/2. Kahn S. M. Tyson J. A. 2019 ApJ 873 111 2019ApJ.873.111I 10.3847/1538-4357/ab042c
Jankov I. Kovačević A. B. Ilić D. 2022 AN 343 e210090 2022AN.34310090J 10.1002/asna.20210090
Jekel C. F. Venter G. Venter M. P. Stander N. Haftka R. T. 2019 Int. J. Mater. Form. 12 355 10.1007/s12289-018-1421-8
Jiang Y.-F. Green P. J. Greene J. E. 2017 ApJ 836 186 2017ApJ.836.186J 10.3847/1538-4357/aa5b91
Jones R. L. Yoachim P. Chandrasekharan S. 2014 Proc. SPIE 9149 91490B 2014SPIE.9149E.0BJ 10.1117/12.2056835
Jones R. L. Yoachim P. Ivezić Å1/2. Neilsen E. H. Ribeiro T. 2020 Survey Strategy and Cadence Choices for the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) (v1.2). Zenodo, doi: 10.5281/zenodo.4048838
Kammoun E. S. Papadakis I. E. Dovčiak M. 2021 MNRAS 503 4163 2021MNRAS.503.4163K 10.1093/mnras/stab725
Kara E. Cackett E. M. Fabian A. C. Reynolds C. Uttley P. 2014 MNRAS 439 L26 2014MNRAS.439L.26K 10.1093/mnrasl/slt173
Kara E. Mehdipour M. Kriss G. A. 2021 ApJ 922 151 2021ApJ.922.151K 10.3847/1538-4357/ac2159
Kaspi S. Smith P. S. Netzer H. 2000 ApJ 533 631 2000ApJ.533.631K 10.1086/308704
Kelly B. C. Bechtold J. Siemiginowska A. 2009 ApJ 698 895 2009ApJ.698.895K 10.1088/0004-637X/698/1/895
Kelly B. C. Treu T. Malkan M. Pancoast A. Woo J.-H. 2013 ApJ 779 187 2013ApJ.779.187K 10.1088/0004-637X/779/2/187
King A. L. Martini P. Davis T. M. 2015 MNRAS 453 1701 2015MNRAS.453.1701K 10.1093/mnras/stv1718
Kollatschny W. Fricke K. J. 1985 A&A 146 L11 1985A&A.146L.11K
Koratkar A. P. Gaskell C. M. 1991 ApJS 75 719 1991ApJS.75.719K 10.1086/191547
Korista K. T. Goad M. R. 2001 ApJ 553 695 2001ApJ.553.695K 10.1086/320964
Kovačević A. B. Ilić D. Jankov I. 2021a. arXiv: 2105.12420 2021arXiv210512420K
Kovačević A. B. Ilić D. Popović L. Č. 2021b MNRAS 505 5012 2021MNRAS.505.5012K 10.1093/mnras/stab1595
Kozłowski S. 2017 A&A 597 A128 2017A&A.597A.128K 10.1051/0004-6361/201629890
Kozłowski S. Kochanek C. S. Udalski A. 2010 ApJ 708 927 2010ApJ.708.927K 10.1088/0004-637X/708/2/927
Landt H. Elvis M. Ward M. J. 2011 MNRAS 414 218 2011MNRAS.414.218L 10.1111/j.1365-2966.2011.18383.x
Lawther D. Goad M. R. Korista K. T. Ulrich O. Vestergaard M. 2018 MNRAS 481 533 2018MNRAS.481.533L 10.1093/mnras/sty2242
Li Y.-R. Wang J.-M. Bai J.-M. 2016 ApJ 831 206 2016ApJ.831.206L 10.3847/0004-637X/831/2/206
Liu H. T. Bai J. M. Zhao X. H. Ma L. 2008 ApJ 677 884 2008ApJ.677.884L 10.1086/529361
Liu H.-Y. Liu W.-J. Dong X.-B. 2019 ApJS 243 21 2019ApJS.243.21L 10.3847/1538-4365/ab298b
MacLeod C. L. Ivezić Å1/2. Kochanek C. S. 2010 ApJ 721 1014 2010ApJ.721.1014M 10.1088/0004-637X/721/2/1014
MacLeod C. L. Morgan C. W. Mosquera A. 2015 ApJ 806 258 2015ApJ.806.258M 10.1088/0004-637X/806/2/258
Mastroserio G. Ingram A. van der Klis M. 2018 MNRAS 475 4027 2018MNRAS.475.4027M 10.1093/mnras/sty075
Matthews T. A. Sandage A. R. 1963 ApJ 138 30 1963ApJ.138.30M 10.1086/147615
McHardy I. M. Cameron D. T. Dwelly T. 2014 MNRAS 444 1469 2014MNRAS.444.1469M 10.1093/mnras/stu1636
Moravec E. Svoboda J. Borkar A. 2022 A&A 662 A28 2022A&A.662A.28M 10.1051/0004-6361/202142870
Morgan C. W. Kochanek C. S. Morgan N. D. Falco E. E. 2010 ApJ 712 1129 2010ApJ.712.1129M 10.1088/0004-637X/712/2/1129
Morgan C. W. Hainline L. J. Chen B. 2012 ApJ 756 52 2012ApJ.756.52M 10.1088/0004-637X/756/1/52
Morganti R. 2017 NatAs 1 596 2017NatAs.1.596M 10.1038/s41550-017-0223-0
Mosquera A. M. Kochanek C. S. Chen B. 2013 ApJ 769 53 2013ApJ.769.53M 10.1088/0004-637X/769/1/53
Mudd D. Martini P. Zu Y. 2018 ApJ 862 123 2018ApJ.862.123M 10.3847/1538-4357/aac9bb
Mushotzky R. F. Edelson R. Baumgartner W. Gandhi P. 2011 ApJL 743 L12 2011ApJ.743L.12M 10.1088/2041-8205/743/1/L12
Netzer H. 2013 The Physics and Evolution of Active Galactic Nuclei Cambridge Cambridge Univ. Press 2013peag.book.N
Netzer H. 2022 MNRAS 509 2637 2022MNRAS.509.2637N 10.1093/mnras/stab3133
Neustadt J. M. M. Kochanek C. S. 2022 MNRAS 513 1046 2022MNRAS.513.1046N 10.1093/mnras/stac888
O'Brien P. T. Dietrich M. Leighly K. 1998 ApJ 509 163 1998ApJ.509.163O 10.1086/306464
Oknyansky V. L. Winkler H. Tsygankov S. S. 2019 MNRAS 483 558 2019MNRAS.483.558O 10.1093/mnras/sty3133
Padovani P. Alexander D. M. Assef R. J. 2017 A&ARv 25 2 2017A&ARv.25.2P 10.1007/s00159-017-0102-9
Panda S. 2022. arXiv: 2206.10056 2022arXiv220610056P
Panda S. Czerny B. Adhikari T. P. 2018 ApJ 866 115 2018ApJ.866.115P 10.3847/1538-4357/aae209
Panda S. Martínez-Aldama M. L. Zajaček M. 2019 FrASS 6 75 2019FrASS.6.75P 10.3389/fspas.2019.00075
Penton A. Malik U. Davis T. M. 2022 MNRAS 509 4008 2022MNRAS.509.4008P 10.1093/mnras/stab3027
Peterson B. M. 2006 Physics of Active Galactic Nuclei at All Scales Alloin D. Berlin Springer 77 2006LNP.693.77P
Peterson B. M. Ferrarese L. Gilbert K. M. 2004 ApJ 613 682 2004ApJ.613.682P 10.1086/423269
Pooley D. Blackburne J. A. Rappaport S. Schechter P. L. 2007 ApJ 661 19 2007ApJ.661.19P 10.1086/512115
Pooley D. Blackburne J. A. Rappaport S. Schechter P. L. Fong W.-F. 2006 ApJ 648 67 2006ApJ.648.67P 10.1086/505860
Poutanen J. Beloborodov A. M. 2006 MNRAS 373 836 2006MNRAS.373.836P 10.1111/j.1365-2966.2006.11088.x
Pozo Nuñez F. Gianniotis N. Blex J. 2019 MNRAS 490 3936 2019MNRAS.490.3936P 10.1093/mnras/stz2830
Pozo Nuñez F. Ramolla M. Westhues C. 2015 A&A 576 A73 2015A&A.576A.73P 10.1051/0004-6361/201525910
Press W. H. Teukolsky S. A. Vetterling W. T. Flannery B. P. 1992 Numerical Recipes in C. The Art of Scientific Computing Cambridge Cambridge Univ. Press 1992nrfa.book.P
Raiteri C. M. Carnerero M. I. Balmaverde B. 2022 ApJS 258 3 2022ApJS.258.3R 10.3847/1538-4365/ac3bb0
Reuter M. A. Cook K. H. Delgado F. Petry C. E. Ridgway S. T. 2016 Proc. SPIE 9911 991125 2016SPIE.9911E.25R 10.1117/12.2232680
Roberts D. H. Lehar J. Dreher J. W. 1987 AJ 93 968 1987AJ.93.968R 10.1086/114383
Sahu N. Graham A. W. Davis B. L. 2019a ApJ 887 10 2019ApJ.887.10S 10.3847/1538-4357/ab50b7
Sahu N. Graham A. W. Davis B. L. 2019b ApJ 876 155 2019ApJ.876.155S 10.3847/1538-4357/ab0f32
Sánchez-Sáez P. Lira P. Mejía-Restrepo J. 2018 ApJ 864 87 2018ApJ.864.87S 10.3847/1538-4357/aad7f9
Scargle J. D. 1982 ApJ 263 835 1982ApJ.263.835S 10.1086/160554
Schmidt M. 1963 Natur 197 1040 1963Natur.197.1040S 10.1038/1971040a0
Scolnic D. M. Lochner M. Gris P. 2018. arXiv: 1812.00516 2018arXiv181200516S
Sergeev S. G. Doroshenko V. T. Golubinskiy Y. V. Merkulova N. I. Sergeeva E. A. 2005 ApJ 622 129 2005ApJ.622.129S 10.1086/427820
Shakura N. I. Sunyaev R. A. 1973 A&A 500 33 2009A&A.500.33S
Shappee B. J. Prieto J. L. Grupe D. 2014 ApJ 788 48 2014ApJ.788.48S 10.1088/0004-637X/788/1/48
Shemmer O. Richards G. Brandt N. 2018. LSST AGN Science Collaboration Roadmap, https://agn.science.lsst.org/sites/default/files/LSST_AGN_SC_Roadmap_v1p0.pdf
Shen X. Hopkins P. F. Faucher-Giguère C.-A. 2020 MNRAS 495 3252 2020MNRAS.495.3252S 10.1093/mnras/staa1381
Shen Y. Richards G. T. Strauss M. A. 2011 ApJS 194 45 2011ApJS.194.45S 10.1088/0067-0049/194/2/45
Smith K. L. Mushotzky R. F. Boyd P. T. 2018 ApJ 857 141 2018ApJ.857.141S 10.3847/1538-4357/aab88d
Srinivasan R. Tucker D. M. Murias M. 1998 Behav. Res. Methods, Instrum. Comput. 30 11 10.3758/BF03209412
Starkey D. Horne K. Fausnaugh M. M. 2017 ApJ 835 65 2017ApJ.835.65S 10.3847/1538-4357/835/1/65
Starkey D. A. Horne K. Villforth C. 2016 MNRAS 456 1960 2016MNRAS.456.1960S 10.1093/mnras/stv2744
Stone Z. Shen Y. Burke C. J. 2022 MNRAS 514 164 2022MNRAS.514.164S 10.1093/mnras/stac1259
Suberlak K. L. Ivezić Å1/2. MacLeod C. 2021 ApJ 907 96 2021ApJ.907.96S 10.3847/1538-4357/abc698
Sun W.-H. Malkan M. A. 1989 ApJ 346 68 1989ApJ.346.68S 10.1086/167986
Tachibana Y. Graham M. J. Kawai N. 2020 ApJ 903 54 2020ApJ.903.54T 10.3847/1538-4357/abb9a9
Tekhanovich D. I. Baryshev Y. V. 2016 AstBu 71 155 2016AstBu.71.155T 10.1134/S1990341316020048
Tewes M. Courbin F. Meylan G. 2013 A&A 553 A120 2013A&A.553A.120T 10.1051/0004-6361/201220123
Thater S. Krajnović D. Cappellari M. 2019 A&A 625 A62 2019A&A.625A.62T 10.1051/0004-6361/201834808
Thorne K. S. 1974 ApJ 191 507 1974ApJ.191.507T 10.1086/152991
Vasudevan R. V. Mushotzky R. F. Winter L. M. Fabian A. C. 2009 MNRAS 399 1553 2009MNRAS.399.1553V 10.1111/j.1365-2966.2009.15371.x
Yu W. Richards G. 2021. LSST AGN SC Cadence Note: Non-Parametric Structure Function Metric, https://docushare.lsst.org/docushare/dsweb/Get/Document-37656/AGN_SF_Metric.pdf
Yu W. Richards G. T. Vogeley M. S. Moreno J. Graham M. J. 2022 ApJ 936 132 2022ApJ.936.132Y 10.3847/1538-4357/ac8351
Yu Z. Martini P. Davis T. M. 2020 ApJS 246 16 2020ApJS.246.16Y 10.3847/1538-4365/ab5e7a
Yuan F. Narayan R. 2014 ARA&A 52 529 2014ARA&A.52.529Y 10.1146/annurev-astro-082812-141003
Zou F. Brandt W. N. Chen C.-T. 2022 ApJS 262 15 2022ApJS.262.15Z 10.3847/1538-4365/ac7bdf
Zu Y. Kochanek C. S. Kozłowski S. Peterson B. M. 2016 ApJ 819 122 2016ApJ.819.122Z 10.3847/0004-637X/819/2/122
Zu Y. Kochanek C. S. Kozłowski S. Udalski A. 2013 ApJ 765 106 2013ApJ.765.106Z 10.1088/0004-637X/765/2/106
Zu Y. Kochanek C. S. Peterson B. M. 2011 ApJ 735 80 2011ApJ.735.80Z 10.1088/0004-637X/735/2/80
Zubovas K. King A. 2021 MNRAS 501 4289 2021MNRAS.501.4289Z 10.1093/mnras/stab004