2015ApJ...801...45H


Query : 2015ApJ...801...45H

2015ApJ...801...45H - Astrophys. J., 801, 45 (2015/March-1)

Estimating black hole masses in hundreds of quasars.

HERNITSCHEK N., RIX H.-W., BOVY J. and MORGANSON E.

Abstract (from CDS):

We explore the practical feasibility of active galactic nucleus (AGN) broadband reverberation mapping and present first results. We lay out and apply a rigorous approach for the stochastic reverberation mapping of unevenly sampled multi-broadband flux measurements, assuming that the broad-line region (BLR) line flux is contributing up to 15% in some bands, and is directly constrained by one spectroscopical epoch. The approach describes variations of the observed flux as the continuum, modeled as a stochastic Gaussian process, and emission line contribution, modeled as a scaled, smoothed, and delayed version of the continuum. This approach can be used not only to interpolate in time between measurements, but also to determine confidence limits on continuum–line emission delays. This approach is applied to Sloan Digital Sky Survey observations in Stripe 82 (S82), providing flux measurements that are precise to 2% at ∼60 epochs over ∼10 yr. The strong annual variations in the epoch sampling prove a serious limitation in practice. In addition, suitable redshift ranges must be identified where strong, broad emission lines contribute to one filter, but not to another. By generating and evaluating problem-specific mock data, we verify that S82-like data can constrain τdelay for a simple transfer function model. In application to real data, we estimate τdelayfor 323 AGNs with 0.225 < z < 0.846, combining information for different objects through the ensemble-scaling relationships for BLR size and black hole mass. Our analysis tentatively indicates a 1.7 times larger BLR size of Hα and Mg II compared to Kaspi et al. and Vestergaard, but the seasonal data sampling casts doubt on the robustness of the inference.

Abstract Copyright:

Journal keyword(s): galaxies: photometry - quasars: supermassive black holes

VizieR on-line data: <Available at CDS (J/ApJ/801/45): table2.dat table3.dat table4.dat table5.dat>

Simbad objects: 323

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Number of rows : 323
N Identifier Otype ICRS (J2000)
RA
ICRS (J2000)
DEC
Mag U Mag B Mag V Mag R Mag I Sp type #ref
1850 - 2024
#notes
1 2MASS J00001645-0018337 QSO 00 00 16.4329454208 -00 18 33.393953952   18.27 17.98     ~ 19 0
2 SDSS J000240.44-004033.1 QSO 00 02 40.4464024824 -00 40 33.221455680   20.50 20.28     ~ 18 0
3 SDSS J000347.20+005344.7 QSO 00 03 47.2107862680 +00 53 44.730980916   20.53 20.42     ~ 17 0
4 SDSS J000754.85-004003.6 QSO 00 07 54.8558480160 -00 40 03.720894348   20.00 19.90     ~ 16 0
5 PB 5755 QSO 00 08 05.4044144784 -00 10 01.806696048   18.81 18.66     ~ 22 0
6 2MASS J00085918+0113510 Sy1 00 08 59.1910149216 +01 13 51.220459920   19.27 18.81     ~ 26 0
7 [VV2006] J001047.5+001900 QSO 00 10 47.4671154768 +00 19 00.408177336   18.2 19.07 18.6   ~ 34 0
8 SDSS J001252.64-000206.0 QSO 00 12 52.647 -00 02 06.01   20.93 20.65     ~ 17 0
9 2SLAQ J001346.52+003402.9 Sy1 00 13 46.5262248504 +00 34 02.987540868   19.39 19.02     ~ 28 0
10 SDSS J001500.14+011519.1 QSO 00 15 00.1417379520 +01 15 19.105654320   20.26 20.12     ~ 16 0
11 [VV2006] J001735.7-011324 QSO 00 17 35.6953708320 -01 13 25.011949764   18.9 19.44 18.9   ~ 32 0
12 SDSS J001815.77+001632.4 QSO 00 18 15.7782237840 +00 16 32.404843308   21.01 20.97     ~ 18 0
13 SDSS J002004.15-000433.5 QSO 00 20 04.1571667704 -00 04 33.598198308   20.31 20.13     ~ 15 0
14 SDSS J002005.69-005016.3 QSO 00 20 05.6989000656 -00 50 16.276536492   20.68 20.35     ~ 24 0
15 [VV2006] J002130.8-011109 QSO 00 21 30.8786720208 -01 11 09.309428484   18.4 19.09 18.8   ~ 30 0
16 LBQS 0020+0058 QSO 00 23 03.1552359216 +01 15 33.641555436   18.54 18.32     ~ 57 0
17 2SLAQ J002310.68+004428.2 Sy1 00 23 10.6835560704 +00 44 28.259661156   20.20 19.95     ~ 18 0
18 SDSS J002407.07+010622.3 QSO 00 24 07.0772829432 +01 06 22.419107568   20.59 20.36     ~ 18 0
19 SDSS J002421.83+002508.4 QSO 00 24 21.8398183464 +00 25 08.521449852   20.30 20.06     ~ 18 0
20 SDSS J002446.06-003903.2 QSO 00 24 46.0620433560 -00 39 03.183276924   20.36 20.15     ~ 17 0
21 SDSS J002548.50-003351.3 QSO 00 25 48.502 -00 33 51.35   20.28 20.08     ~ 20 0
22 LBQS 0023+0058 Sy1 00 26 20.8655525448 +01 15 18.138424392   19.44 19.09     ~ 30 0
23 FIRST J002831.8-000412 Sy1 00 28 31.7155349520 -00 04 13.247355684   18.65 18.24     ~ 33 0
24 UM 250 QSO 00 30 36.1505265288 -01 14 43.130499288   17.75 17.62     ~ 34 0
25 2SLAQ J003202.97+003752.9 Sy1 00 32 02.9782823568 +00 37 52.901251680   20.35 20.13     ~ 18 0
26 [VV2006] J003333.6-001858 QSO 00 33 33.6210305088 -00 18 58.175684064   19.13 18.97     ~ 43 0
27 SDSS J003405.71-001548.2 Sy1 00 34 05.7125792064 -00 15 48.315507984   20.51 20.36     ~ 16 0
28 SDSS J003406.15+001453.6 QSO 00 34 06.1554848928 +00 14 53.672073000   19.0 19.97 19.0   ~ 18 0
29 SDSS J003454.52+004805.0 QSO 00 34 54.5311706160 +00 48 05.000894136   19.90 19.71     ~ 18 0
30 SDSS J003517.63-011338.1 QSO 00 35 17.6330672640 -01 13 38.122484052   20.19 19.99     ~ 16 0
31 2SLAQ J003533.96-004131.6 Sy1 00 35 33.9688104336 -00 41 31.630858656   20.64 20.46     ~ 17 0
32 SDSS J003652.64+000826.7 QSO 00 36 52.6450387848 +00 08 26.814674112   20.84 20.40     ~ 16 0
33 SDSS J003752.29-000106.4 QSO 00 37 52.2880621680 -00 01 06.548467872   20.62 20.53     ~ 16 0
34 SDSS J003933.39-000745.2 QSO 00 39 33.3943285728 -00 07 45.252475212   20.23 20.06     ~ 18 0
35 2MASS J00403211-0013505 QSO 00 40 32.1082676664 -00 13 50.848895856   19.02 18.64     ~ 24 0
36 SDSS J004047.06-001710.9 QSO 00 40 47.0646044568 -00 17 10.935835512   20.06 19.85     ~ 17 0
37 SDSS J004153.73+004155.3 QSO 00 41 53.7379572264 +00 41 55.368131820   20.05 19.98     ~ 17 0
38 SDSS J004442.07-004210.2 QSO 00 44 42.0766602288 -00 42 10.255906836   20.08 19.93     ~ 16 0
39 SDSS J004610.17+000449.7 QSO 00 46 10.1725693128 +00 04 49.748583684   19.60 19.31     ~ 20 0
40 [VV2006] J004647.3-005100 QSO 00 46 47.3706780528 -00 51 00.200807820   17.9 18.57 18.4   ~ 30 0
41 SDSS J005030.80+001125.1 QSO 00 50 30.8158839384 +00 11 25.076039496   20.40 20.32     ~ 23 0
42 2SLAQ J005121.26+004521.6 Sy1 00 51 21.2649622488 +00 45 21.572673264   18.77 18.45     ~ 42 0
43 [VV2006] J005244.2-005721 QSO 00 52 44.2323017832 -00 57 21.790702512   18.70 18.48     ~ 35 0
44 SDSS J005459.93-002603.0 QSO 00 54 59.9359242216 -00 26 03.080434056   20.28 20.04     ~ 19 0
45 LBQS 0056-0009 Sy1 00 59 05.5147782072 +00 06 51.620377428   18.07 17.89 16.9   ~ 284 1
46 LBQS 0057+0000 QSO 01 00 02.3211711624 +00 16 42.504844728   17.69 17.44     ~ 47 0
47 SDSS J010007.28-003218.5 QSO 01 00 07.2775527168 -00 32 18.636420120   18.0 19.70 18.7   ~ 18 0
48 FBQS J0100+0022 QSO 01 00 33.5023330440 +00 22 00.185412360   18.21 18.02     ~ 38 0
49 [VV2006] J010047.7-003752 QSO 01 00 47.6845368264 -00 37 52.265981964   19.52 19.26     ~ 27 0
50 SDSS J010049.94+002554.1 QSO 01 00 49.9426786896 +00 25 54.184903140   20.53 20.31     ~ 19 0
51 FBQS J0103+0037 QSO 01 03 52.4671906296 +00 37 39.801564048   18.46 18.16     ~ 48 0
52 LBQS 0102+0036 QSO 01 05 09.2985033456 +00 52 58.797247296   18.71 18.52     ~ 34 0
53 SDSS J010529.61-001104.0 QSO 01 05 29.60712 -00 11 04.0956   20.20 20.07     ~ 22 0
54 2MASS J01073702-0019115 Sy1 01 07 37.0094611896 -00 19 11.618808168   17.5 18.57 17.8   ~ 49 0
55 2SLAQ J010922.75-002621.1 Sy1 01 09 22.7606355240 -00 26 21.162237072   20.16 20.04     ~ 18 0
56 QSO J0110+0019 QSO 01 10 56.9045617272 +00 19 11.956594044   18.4 18.61 18.7   ~ 34 0
57 [VV2006] J011122.0+011351 QSO 01 11 21.9228256128 +01 13 51.432505932   18.6 19.22 18.8   ~ 29 0
58 2MASSI J0112549+000313 Sy1 01 12 54.9216294240 +00 03 13.045077396   18.13 17.85     ~ 55 0
59 2SLAQ J011357.93-011139.8 Sy1 01 13 57.9367877520 -01 11 39.857603100   19.26 18.92     ~ 32 0
60 SDSS J011741.12+002026.2 QSO 01 17 41.1208698168 +00 20 26.228792364   19.84 19.78     ~ 20 0
61 SDSS J011757.99+002104.1 QSO 01 17 57.9916886256 +00 21 04.107499560   20.12 20.04     ~ 23 1
62 QSO B0120+002 QSO 01 23 09.0407708544 +00 33 05.501396124   19.25       ~ 30 0
63 SDSS J012608.41+002555.2 QSO 01 26 08.4149968440 +00 25 55.233514956   20.26 20.13     ~ 18 0
64 SDSS J012658.79+000247.6 QSO 01 26 58.8007585944 +00 02 47.637053376   20.30 20.21     ~ 22 0
65 SDSS J012720.28+004217.4 QSO 01 27 20.2786475400 +00 42 17.461774044   20.59 20.42     ~ 18 0
66 [VV2006] J012809.7-004854 QSO 01 28 09.6395802312 -00 48 54.939701340   18.4 18.97 18.6   ~ 33 0
67 [VV2006] J012905.3-005451 QSO 01 29 05.3317992648 -00 54 50.531327172   19.01 18.75     ~ 36 0
68 SDSS J012911.77+004000.2 QSO 01 29 11.7827153016 +00 40 00.334994052   21.20 20.88     ~ 16 0
69 SDSS J012914.76-003229.0 QSO 01 29 14.7628278192 -00 32 29.006489832   20.24 19.99     ~ 16 0
70 SDSS J012925.81-005900.2 Sy2 01 29 25.8218022360 -00 59 00.232947996   20.68 19.84     ~ 25 0
71 SDSS J012937.27-004609.6 QSO 01 29 37.2731924520 -00 46 09.678974592   20.57 20.40     ~ 20 0
72 [VV2006] J013128.2+003227 QSO 01 31 28.2556373112 +00 32 27.634816104   20.02 19.61     ~ 27 0
73 [VV2006] J013159.1+002312 QSO 01 31 59.1227487864 +00 23 11.688205956   19.39 19.15     ~ 32 0
74 SDSS J013353.22-005432.6 QSO 01 33 53.2263267096 -00 54 32.613747804   19.74 19.61     ~ 19 0
75 SDSS J013423.15-000306.5 QSO 01 34 23.1513870744 -00 03 06.542430372   19.7 19.72 19.2   ~ 19 0
76 SDSS J013448.86-002505.8 QSO 01 34 48.8678473632 -00 25 05.729725668   20.27 20.19     ~ 20 0
77 SDSS J013514.39-000703.8 Sy1 01 35 14.3971413792 -00 07 03.749732148   20.67 20.40     ~ 25 0
78 SDSS J013611.15+002318.3 QSO 01 36 11.1498222624 +00 23 18.340741392   21.29 20.90     ~ 13 0
79 2SLAQ J013728.35-001727.3 Sy1 01 37 28.3568040408 -00 17 27.276367488   20.68 20.43     ~ 22 0
80 2MASS J01393015+0115188 QSO 01 39 30.1737961488 +01 15 18.457780428   18.43 18.11     ~ 19 0
81 SDSS J014639.60+004035.7 QSO 01 46 39.6060712320 +00 40 35.672319084   19.72 19.62     ~ 18 0
82 [VV2006] J014820.0+003021 QSO 01 48 19.9269541392 +00 30 21.071016072   17.5 18.52 17.8   ~ 30 0
83 SDSS J014915.09-004850.2 QSO 01 49 15.0905843256 -00 48 50.218006860   19.58 19.43     ~ 21 0
84 [VV2006] J015010.2+002907 QSO 01 50 10.1545195344 +00 29 07.502735904   19.12 18.87     ~ 24 0
85 SDSS J015159.53-010912.3 QSO 01 51 59.5407961440 -01 09 12.301361604   20.01 19.90     ~ 18 0
86 SDSS J015213.44+002001.9 QSO 01 52 13.4452419744 +00 20 02.006481588   19.87 19.79     ~ 20 0
87 ICRF J015243.1+002039 Sy1 01 52 43.14997065 +00 20 39.7114838   20.98 20.72     ~ 40 1
88 2MASS J01524975+0023145 Sy1 01 52 49.7642981784 +00 23 14.614749132   18.08 17.87     ~ 45 0
89 SDSS J015254.04+010434.6 QSO 01 52 54.0468181056 +01 04 34.615542468   20.53 20.38     ~ 25 0
90 QSO J0153+0009 QSO 01 53 18.1921028064 +00 09 11.404475172   18.17 17.96     ~ 51 0
91 SDSS J015440.59-002534.3 QSO 01 54 40.5912174984 -00 25 34.381387920   20.18 19.97     ~ 18 0
92 SDSS J015521.69-004149.8 Sy1 01 55 21.6989053944 -00 41 49.856637156   19.96 19.05     ~ 27 0
93 SDSS J015618.22+010204.1 Sy1 01 56 18.2274493536 +01 02 04.236145260   19.99 19.86     ~ 18 0
94 SDSS J015805.12-003744.3 QSO 01 58 05.1253339584 -00 37 44.419350792   20.55 20.40     ~ 20 0
95 SDSS J015845.78-002138.5 QSO 01 58 45.7853812392 -00 21 38.568498192   20.11 20.02     ~ 22 0
96 SDSS J020021.50+010629.5 QSO 02 00 21.5009661024 +01 06 29.669231412   20.99 20.75     ~ 16 0
97 2SLAQ J020106.18-005654.6 Sy1 02 01 06.1838424840 -00 56 54.655144584   20.24 20.02     ~ 18 0
98 SDSS J020351.49+001051.3 QSO 02 03 51.492 +00 10 51.33   20.42 20.23     ~ 18 0
99 SDSS J020413.80+005829.1 QSO 02 04 13.8048726120 +00 58 29.135587872   21.03 20.84     ~ 16 0
100 SDSS J020429.59+010959.9 QSO 02 04 29.5920399336 +01 09 59.905431000   19.70 19.66     ~ 16 0
101 SDSS J020517.56+004316.3 QSO 02 05 17.5658040240 +00 43 16.373862840   20.04 19.77     ~ 27 0
102 SDSS J020609.06+004321.3 QSO 02 06 09.0703797840 +00 43 21.333747612   20.51 20.30     ~ 16 0
103 SDSS J020633.89+003942.8 QSO 02 06 33.8985349560 +00 39 42.791828472   20.14 19.95     ~ 17 0
104 SDSS J020812.64+004155.8 QSO 02 08 12.647 +00 41 55.82   20.70 20.38     ~ 19 0
105 SDSS J021025.93-001624.0 QSO 02 10 25.9343846592 -00 16 24.093527376   20.23 20.10     ~ 19 0
106 SDSS J021251.11-004337.8 QSO 02 12 51.1147477752 -00 43 37.874015976   20.39 20.16     ~ 15 0
107 SDSS J021251.94+001048.6 QSO 02 12 51.9462898488 +00 10 48.676939896   19.30 19.03     ~ 20 0
108 SDSS J021258.99-000550.1 QSO 02 12 59.0014191672 -00 05 50.052328764   19.93 19.57     ~ 19 0
109 SDSS J021455.68+004131.6 QSO 02 14 55.683 +00 41 31.60   20.79 20.40     ~ 16 0
110 2SLAQ J021708.73+001818.8 Sy1 02 17 08.7443079000 +00 18 18.850632768   20.39 20.24     ~ 19 0
111 [VV2006] J021713.4-004526 QSO 02 17 13.3874856552 -00 45 26.934085584   19.41 19.19     ~ 30 0
112 SDSS J021938.28-002151.5 QSO 02 19 38.2897329648 -00 21 51.554179116   20.35 20.28     ~ 23 0
113 SDSS J021946.02-000446.9 QSO 02 19 46.0247871264 -00 04 46.990803252   20.22 20.13     ~ 17 0
114 2SLAQ J022229.99+004837.5 Sy1 02 22 29.9989126368 +00 48 37.565783280   18.7 19.99 18.8   ~ 26 0
115 SDSS J022248.13+002239.7 QSO 02 22 48.1389528144 +00 22 39.803514780   20.23 20.10     ~ 16 0
116 SDSS J022324.20+003251.8 QSO 02 23 24.209 +00 32 51.90   21.47 21.13     ~ 18 0
117 2SLAQ J022331.90-001605.5 Sy1 02 23 31.9048907688 -00 16 05.518923672   19.23 19.06     ~ 29 0
118 [VV2006] J022335.9+002351 QSO 02 23 35.8458452280 +00 23 51.886353444   19.68 19.44     ~ 31 0
119 SDSS J022432.02+001649.0 QSO 02 24 32.0303016816 +00 16 49.090312128   19.93 19.76     ~ 25 0
120 SDSS J022436.92-000603.6 QSO 02 24 36.9253400304 -00 06 03.644960400   20.72 20.49     ~ 21 0
121 SDSS J022604.15+010803.1 QSO 02 26 04.1577994656 +01 08 03.130213416   20.28 20.04     ~ 20 0
122 SDSS J022607.65-004537.1 QSO 02 26 07.6498679448 -00 45 37.157023080   20.65 20.41     ~ 21 0
123 [VV2006] J022732.2+010211 Sy1 02 27 32.1986789064 +01 02 10.909929876   19.2 19.70 19.1   ~ 24 0
124 SDSS J022837.85+002215.4 QSO 02 28 37.8648804984 +00 22 15.386915496   20.264 19.99 20.337 20.048 ~ 25 0
125 SDSS J022922.29-000334.3 QSO 02 29 22.3032045912 -00 03 34.301650824   19.84 19.76     ~ 21 0
126 SDSS J022947.12-005332.4 QSO 02 29 47.1273260568 -00 53 32.499474360   20.67 20.52     ~ 20 0
127 SDSS J023016.28-004128.7 QSO 02 30 16.2924808752 -00 41 28.725220752   20.33 20.10     ~ 19 0
128 3XMM J023137.4+003706 Sy1 02 31 37.4245796256 +00 37 06.049821900   20.132 20.46 20.266 19.911 ~ 30 0
129 2SLAQ J023201.08+002444.5 Sy1 02 32 01.0888790688 +00 24 44.589277800   19.94 19.91     ~ 21 0
130 [VV2006] J023236.8-005324 QSO 02 32 36.8939875416 -00 53 23.670926124   19.86 19.62     ~ 28 0
131 2SLAQ J023330.95+001206.8 Sy1 02 33 30.9587190024 +00 12 06.923211228   19.94 19.73     ~ 29 0
132 [VV2006] J023408.5-002730 QSO 02 34 08.5606900944 -00 27 29.864465388   20.51 20.31     ~ 27 0
133 2SLAQ J023530.88+001248.0 Sy1 02 35 30.8924427504 +00 12 48.103944120   19.66 19.46     ~ 21 0
134 SDSS J023710.11-005031.6 QSO 02 37 10.112 -00 50 31.65   20.84 20.56     ~ 15 0
135 SDSS J023729.34+011253.9 Sy1 02 37 29.3434580280 +01 12 53.938228284   19.98 19.77     ~ 21 0
136 SDSS J023806.24-003140.1 QSO 02 38 06.2516186808 -00 31 40.143584172   20.48 20.37     ~ 18 0
137 PHL 1412 QSO 02 39 22.8793267128 -00 01 19.639697016   15.78 15.48 15.97   ~ 43 0
138 2MASS J02405282-0041109 QSO 02 40 52.8271010976 -00 41 10.943918988   19.04 18.48 17.64   ~ 30 0
139 SDSS J024110.03+002301.3 QSO 02 41 10.0298437056 +00 23 01.400664516   20.54 20.37     ~ 29 0
140 SDSS J024227.34+000845.4 QSO 02 42 27.3527431209 +00 08 45.491872013   20.83 20.72     ~ 21 0
141 PB 6856 QSO 02 42 40.3188012768 +00 57 27.137143404   16.62 16.51     ~ 60 0
142 [VV2006] J024240.9+002151 QSO 02 42 40.9522797815 +00 21 50.854890070   20.36 20.33     ~ 23 0
143 SDSS J024259.00-001038.3 QSO 02 42 59.0080709112 -00 10 38.239068432   20.48 20.19     ~ 19 0
144 SDSS J024327.95+005555.1 QSO 02 43 27.9578823024 +00 55 55.103893608   21.40 20.84     ~ 18 0
145 SDSS J024336.94+003133.1 QSO 02 43 36.9523660296 +00 31 33.085703964   20.37 20.24     ~ 20 0
146 2SLAQ J024427.10+002250.6 Sy1 02 44 27.109 +00 22 50.78   20.61 20.41     ~ 25 0
147 SDSS J024713.72-000957.1 QSO 02 47 13.7227463856 -00 09 57.263155596   20.72 20.59     ~ 16 0
148 QSO B0245-0052 QSO 02 48 01.1030822304 -00 40 15.878234064   19.66 19.47     ~ 26 0
149 SDSS J024837.54+011119.2 QSO 02 48 37.5432413568 +01 11 19.230581940   20.82 20.56     ~ 18 0
150 SDSS J024939.57+000700.3 QSO 02 49 39.5812760160 +00 07 00.225453108   19.82 19.73     ~ 19 0
151 SDSS J024948.62+005152.9 QSO 02 49 48.6272221584 +00 51 52.938935316   20.46 20.27     ~ 16 0
152 US 3224 QSO 02 50 48.6641901216 +00 02 07.464270120   19.22 18.85     ~ 49 0
153 SDSS J025511.59+000258.5 QSO 02 55 11.5974346272 +00 02 58.591492224   19.58 19.31     ~ 20 0
154 SDSS J025551.72+005824.6 QSO 02 55 51.7261978680 +00 58 24.570546384   19.85 19.64     ~ 16 0
155 SDSS J025601.61+001601.3 QSO 02 56 01.6181566440 +00 16 01.280435124   20.61 20.40     ~ 20 0
156 [VV2006] J025606.0+001634 QSO 02 56 06.0344465304 +00 16 34.821026724   19.87 19.80     ~ 26 0
157 QSO B0253-0057 QSO 02 56 19.0134804984 -00 45 01.338049620   18.37 18.20     ~ 38 0
158 SDSS J025808.81+003213.9 QSO 02 58 08.8118487408 +00 32 13.883268624   20.38 20.21     ~ 17 0
159 QSO B0257-0109 QSO 02 59 39.3857482392 -00 57 53.176055580   19.75 19.73     ~ 24 0
160 2MASS J02595073+0103045 Sy1 02 59 50.7435316920 +01 03 04.585659336   19.49 19.06     ~ 29 0
161 QSO B0257+0023B QSO 02 59 57.8559608232 +00 34 54.222920256   19.52 19.32     ~ 30 0
162 US 3513 QSO 03 00 48.9405790272 +00 54 40.714823052   18.90 18.77     ~ 43 0
163 SDSS J030121.75-004920.4 QSO 03 01 21.7518968184 -00 49 20.615759076   20.11 19.91     ~ 16 0
164 SDSS J030142.22+000655.2 QSO 03 01 42.2298681168 +00 06 55.250768268   20.23 20.10     ~ 19 0
165 PB 6981 QSO 03 02 06.7724283048 -00 01 21.250864596   18.44 18.33     ~ 41 0
166 LBQS 0259-0034 QSO 03 02 20.3191140744 -00 22 22.814379120   19.24 19.00     ~ 37 0
167 LBQS 0300-0018 QSO 03 03 15.6743916168 -00 07 02.091697464   18.85 18.64     ~ 43 0
168 SDSS J030322.79-004726.9 QSO 03 03 22.7974712448 -00 47 27.023473284   20.23 19.93     ~ 25 0
169 SDSS J030347.12+002143.1 QSO 03 03 47.1258757128 +00 21 43.040706840   20.61 20.37     ~ 16 0
170 PB 6995 QSO 03 04 22.3962164880 +00 22 31.736478216   17.27 17.12     ~ 49 0
171 SDSS J030437.59+011121.5 QSO 03 04 37.5999763656 +01 11 21.473784528   20.19 19.98     ~ 16 0
172 SDSS J030508.84+010440.6 QSO 03 05 08.8483591272 +01 04 40.557865476   20.35 20.18     ~ 16 0
173 SDSS J030520.85-003542.5 QSO 03 05 20.8569306048 -00 35 42.491187528   19.99 19.84     ~ 17 0
174 [VV2006] J030551.2-000557 QSO 03 05 51.1556179056 -00 05 57.281488656   19.47 19.16     ~ 29 0
175 SDSS J030827.01+003814.7 QSO 03 08 27.0163937136 +00 38 14.749575468   21.04 20.77     ~ 14 0
176 LBQS 0307-0015 QSO 03 09 39.4551202200 -00 03 39.258469980   17.78 17.55     ~ 47 0
177 SDSS J031104.63+004031.4 QSO 03 11 04.6343773488 +00 40 31.479614904   20.27 20.04     ~ 18 0
178 2MASS J03114200-0059188 Sy1 03 11 42.0181434432 -00 59 18.923165916   20.16 19.45     ~ 27 0
179 SDSS J031150.54+001943.9 QSO 03 11 50.5469056560 +00 19 43.948811676   19.75 19.51     ~ 19 0
180 SDSS J031351.96+003401.2 QSO 03 13 51.9689554800 +00 34 01.263839016   20.61 20.39     ~ 17 0
181 SDSS J031404.60-000957.7 QSO 03 14 04.602 -00 09 57.71   20.63 20.47     ~ 17 0
182 SDSS J031640.43-000955.3 QSO 03 16 40.4331267672 -00 09 55.405241532   18.5 19.95 19.0   ~ 24 0
183 SDSS J031956.08-010150.6 QSO 03 19 56.0901622560 -01 01 50.688559272   20.91 20.78     ~ 17 0
184 SDSS J032106.55-010039.8 QSO 03 21 06.5570820648 -01 00 39.879963936   20.40 20.29     ~ 14 0
185 SDSS J032218.69+004512.4 QSO 03 22 18.6991665240 +00 45 12.488145120   21.00 20.72     ~ 13 0
186 2SLAQ J032231.37+000649.6 Sy1 03 22 31.3757671968 +00 06 49.653197388   19.18 19.09     ~ 19 0
187 2SLAQ J032256.29-002911.7 Sy1 03 22 56.3024310024 -00 29 11.794280964   20.39 20.24     ~ 15 0
188 SDSS J032345.15+000817.5 QSO 03 23 45.1599355704 +00 08 17.569798836   20.34 20.14     ~ 16 0
189 [VV2006] J032528.7+005501 Sy1 03 25 28.7420614008 +00 55 01.844216076   19.82 19.60     ~ 25 0
190 SDSS J032626.46-003528.9 QSO 03 26 26.4745217112 -00 35 28.922971560   20.29 19.97     ~ 15 0
191 SDSS J032717.54+000457.0 QSO 03 27 17.543 +00 04 57.09   20.53 20.35     ~ 15 0
192 SDSS J032742.40-010830.0 QSO 03 27 42.4052371512 -01 08 30.066291132   20.94 20.72     ~ 12 0
193 SDSS J033010.63-000732.5 QSO 03 30 10.6359924792 -00 07 32.544499008   20.68 20.48     ~ 14 0
194 SDSS J033059.05+010952.1 Sy1 03 30 59.0542570752 +01 09 52.095050028   20.01 19.72     ~ 26 0
195 SDSS J033143.33-005752.1 QSO 03 31 43.3409319936 -00 57 52.140731220   19.80 19.42     ~ 17 0
196 2MASS J03315688+0026052 QSO 03 31 56.8804198704 +00 26 05.238962844   19.58 18.88     ~ 18 0
197 [VV2006] J033202.3-003739 QSO 03 32 02.3345468688 -00 37 39.049158648   18.58 18.27     ~ 32 0
198 SDSS J033300.82-010840.8 QSO 03 33 00.8251261800 -01 08 40.821924012   19.79 19.53     ~ 17 0
199 SDSS J033311.17+001702.4 QSO 03 33 11.1771767064 +00 17 02.427039384   19.66 19.46     ~ 16 0
200 SDSS J033546.63+001908.0 QSO 03 35 46.6378478928 +00 19 08.054355828   19.82 19.69     ~ 16 0
201 SDSS J033638.83-001854.7 QSO 03 36 38.8381020864 -00 18 54.732013092   20.19 20.01     ~ 15 0
202 SDSS J033706.11-002347.4 QSO 03 37 06.113 -00 23 47.42   21.17 20.85     ~ 13 0
203 SDSS J033732.58+005547.6 QSO 03 37 32.5883652192 +00 55 47.557743960   21.47 21.19     ~ 12 0
204 2SLAQ J034007.62-004632.5 Sy1 03 40 07.6264087680 -00 46 32.588083020   20.21 19.94     ~ 23 0
205 SDSS J034025.48-000819.8 QSO 03 40 25.4809811736 -00 08 19.826405196   20.58 20.43     ~ 16 0
206 SDSS J034058.01-000806.3 QSO 03 40 58.0184679960 -00 08 06.356940360   20.92 20.59     ~ 14 0
207 [VV2006] J034106.7+004609 QSO 03 41 06.7662483144 +00 46 10.104383388   18.4 18.41 19.0   ~ 30 0
208 SDSS J034137.03-000915.5 QSO 03 41 37.028 -00 09 15.85   20.92 20.73     ~ 16 0
209 SDSS J034419.83+001250.7 QSO 03 44 19.8322047768 +00 12 50.732902368   19.93 19.71     ~ 16 0
210 2MASS J03443002-0058428 Sy1 03 44 30.0357978744 -00 58 42.744759708   19.88 19.41     ~ 26 0
211 2SLAQ J034430.16+000407.3 Sy1 03 44 30.1635983256 +00 04 07.344200640   20.88 20.65     ~ 19 0
212 SDSS J034515.09+010206.4 QSO 03 45 15.0997819824 +01 02 06.370395612   19.80 19.66     ~ 13 0
213 SDSS J034533.69-002302.8 QSO 03 45 33.6896897712 -00 23 02.831001468   20.40 20.07     ~ 24 0
214 [VV2006] J035118.0+001255 QSO 03 51 18.0020809824 +00 12 56.192676084   17.1 17.95 17.7   ~ 24 0
215 SDSS J204443.34+010515.4 QSO 20 44 43.3465555512 +01 05 15.470448324   20.98 20.76     ~ 15 0
216 SDSS J204638.17-004917.0 QSO 20 46 38.177 -00 49 17.01   20.54 20.33     ~ 14 0
217 SDSS J204750.43+002606.9 QSO 20 47 50.4340802568 +00 26 06.936476136   19.5 20.37 19.4   ~ 17 0
218 SDSS J204753.00+001332.3 QSO 20 47 53.0046279216 +00 13 32.342594484   20.90 20.60     ~ 16 0
219 [VV2006] J204813.7-005701 QSO 20 48 13.6561664520 -00 57 01.842830316   18.54 18.30     ~ 26 0
220 2MASS J20521227-0026450 QSO 20 52 12.2902533192 -00 26 45.211916724   19.45 18.92     ~ 19 0
221 SDSS J210149.13-010848.8 QSO 21 01 49.1374290672 -01 08 48.820069248   20.64 20.49     ~ 15 0
222 2SLAQ J211234.88-005926.8 Sy1 21 12 34.8767738304 -00 59 26.858271192   18.86 18.44     ~ 31 0
223 [VV2006] J211412.6+000435 QSO 21 14 12.5857397904 +00 04 35.407794324   19.22 18.96     ~ 26 0
224 2SLAQ J211832.76+004500.8 Sy1 21 18 32.7596630016 +00 45 00.847407240   18.82 18.47     ~ 28 0
225 2SLAQ J211838.67+004035.5 Sy1 21 18 38.6720998896 +00 40 35.580066276   19.23 18.85     ~ 32 0
226 2MASS J21213015-0005267 Sy1 21 21 30.1403534424 -00 05 27.074695308   17.55 17.40     ~ 35 0
227 2SLAQ J212556.26+004539.3 Sy1 21 25 56.2621183776 +00 45 39.370770000   19.07 18.73     ~ 24 0
228 [VV2006] J213004.7-010244 QSO 21 30 04.7595001992 -01 02 44.428962948   18.37 18.11     ~ 34 0
229 SDSS J213006.69+001939.9 QSO 21 30 06.6869752392 +00 19 39.920368260   20.69 20.56     ~ 18 0
230 [VV2006] J213107.4-001228 QSO 21 31 07.4468035992 -00 12 29.071425708   18.8 18.97 19.0   ~ 32 0
231 [VV2006] J213520.5-010318 QSO 21 35 20.5090125720 -01 03 18.387700668   17.8 18.34 18.2   ~ 32 0
232 SDSS J213813.35-004539.8 QSO 21 38 13.3533922584 -00 45 39.823246080   20.34 20.04     ~ 18 0
233 FIRST J214138.5+000319 QSO 21 41 38.5405104480 +00 03 19.331461620   21.05 20.83     ~ 17 0
234 SDSS J214147.28-010146.0 QSO 21 41 47.2802590176 -01 01 46.113730068   20.75 20.50     ~ 19 0
235 SDSS J214203.03+000404.8 QSO 21 42 03.0305 +00 04 04.794   19.15 19.03     ~ 26 0
236 SDSS J214515.59+002952.9 QSO 21 45 15.6009724392 +00 29 52.932744348   20.15 20.02     ~ 18 0
237 FIRST J214613.3+000930 QSO 21 46 13.3095864888 +00 09 30.768826176   20.84 20.57     ~ 34 0
238 [VV2006] J214734.3+003226 QSO 21 47 34.3661419248 +00 32 26.640514536   17.6 18.75 18.1   ~ 31 0
239 2SLAQ J214743.56+004028.1 Sy1 21 47 43.5633461040 +00 40 28.179209640   18.93 18.65     ~ 32 0
240 2SLAQ J214817.43+000419.8 Sy1 21 48 17.4358976568 +00 04 19.826725332   19.41 19.00     ~ 23 0
241 SDSS J214843.56+001054.5 QSO 21 48 43.5618061368 +00 10 54.550000776   18.18 17.85     ~ 30 0
242 FBQS J2149-0010 QSO 21 49 56.7339293832 -00 10 51.920592132   18.99 18.63     ~ 29 0
243 SDSS J215818.52-002511.2 QSO 21 58 18.5252390664 -00 25 11.192286216   20.39 20.14     ~ 18 0
244 SDSS J215942.43-001335.5 QSO 21 59 42.4409633592 -00 13 35.672031408   20.51 20.32     ~ 17 0
245 2SLAQ J215949.01+001004.6 Sy1 21 59 49.0097595408 +00 10 04.649982816   18.99 18.45     ~ 32 0
246 SDSS J220005.76+010606.5 QSO 22 00 05.769 +01 06 06.60   20.72 20.49     ~ 16 0
247 LAMOST J220142.62-000740.6 QSO 22 01 42.6250278936 -00 07 40.686532176   18.63 18.43     ~ 29 0
248 SDSS J220202.38-005124.0 QSO 22 02 02.389 -00 51 24.00   20.27 20.06     ~ 16 0
249 SDSS J220225.38+000902.5 QSO 22 02 25.3876536840 +00 09 02.445209352   20.74 20.52     ~ 18 0
250 FBQS J2203+0055 QSO 22 03 55.5531512040 +00 55 16.684924476   18.53 18.30     ~ 28 0
251 SDSS J220514.24-004037.1 QSO 22 05 14.2393674456 -00 40 37.071179976   19.38 19.16     ~ 20 0
252 SDSS J220735.15+000401.3 QSO 22 07 35.1510148992 +00 04 01.293568500   19.47 19.23     ~ 21 0
253 2SLAQ J220956.59+002749.4 Sy1 22 09 56.5932114912 +00 27 49.498207992   18.7 18.85 18.5   ~ 26 0
254 SDSS J221341.48-000645.5 QSO 22 13 41.4789912624 -00 06 45.541054188   20.51 20.31     ~ 17 0
255 PB 5129 QSO 22 18 15.6261063720 +01 08 42.247018968 19.0654 18.72 18.45   18.2730 ~ 30 0
256 SDSS J221909.39-003408.3 QSO 22 19 09.3957343608 -00 34 08.342269680   19.61 19.30     ~ 26 0
257 SDSS J221912.12+003612.9 QSO 22 19 12.1304079192 +00 36 12.980923092   19.07 18.83     ~ 25 0
258 2MASS J22213241-0109285 Sy1 22 21 32.4162470016 -01 09 28.683085752   19.90 19.23     ~ 25 0
259 SDSS J222220.97+005709.4 QSO 22 22 20.9766804504 +00 57 09.460376532   20.47 20.02     ~ 15 0
260 2MASS J22290981+0025273 QSO 22 29 09.8186024832 +00 25 27.378257232   19.21 18.67     ~ 27 0
261 SDSS J222916.75+002919.6 QSO 22 29 16.7640945384 +00 29 19.625899380   20.91 20.63     ~ 18 0
262 SDSS J223244.79+001509.3 QSO 22 32 44.7964467360 +00 15 09.382742676   20.45 20.37     ~ 20 0
263 SDSS J223315.85+010709.0 QSO 22 33 15.8596170408 +01 07 09.041508156   19.39 19.09     ~ 26 0
264 SDSS J223500.50-004940.7 QSO 22 35 00.5101129608 -00 49 40.810380240   20.00 19.87     ~ 21 0
265 SDSS J223925.92+000340.3 QSO 22 39 25.9306627656 +00 03 40.390821432   19.96 19.69     ~ 17 0
266 SDSS J224007.89-011522.0 QSO 22 40 07.8930956712 -01 15 22.022059860   20.27 20.05     ~ 16 0
267 SDSS J224028.14-003813.1 QSO 22 40 28.1520606864 -00 38 13.160998896   19.01 18.68     ~ 26 0
268 SDSS J224423.33+005524.9 QSO 22 44 23.3370343560 +00 55 24.869162352   19.45 19.14     ~ 25 0
269 2MASS J22444653-0009235 Sy1 22 44 46.5500274216 -00 09 23.100191604   19.19 18.88     ~ 29 0
270 FBQS J2247-0039 QSO 22 47 39.3366064608 -00 39 52.798621392   17.80 17.58     ~ 38 0
271 2MASS J22493306+0104557 Sy1 22 49 33.0514880592 +01 04 55.704620316   19.98 19.24     ~ 22 0
272 2MASS J22575720-0026074 QSO 22 57 57.2200403568 -00 26 08.341502532   20.52 19.81     ~ 25 0
273 SDSS J225820.99+001605.3 QSO 22 58 21.0036629736 +00 16 05.318222340   18.9 20.11 19.1   ~ 19 0
274 2MASS J23000724+0017393 Sy1 23 00 07.2749230632 +00 17 39.234099840   19.51 19.02     ~ 28 0
275 [VV2006] J230155.4-003517 Sy1 23 01 55.4420559144 -00 35 17.595524256   18.88 18.66     ~ 26 0
276 SDSS J230212.48-004506.4 QSO 23 02 12.4841935032 -00 45 06.451086384   19.49 19.29     ~ 19 0
277 2SLAQ J230333.72+001433.4 Sy1 23 03 33.7255592856 +00 14 33.454987116   20.47 20.23     ~ 20 0
278 PB 5234 Sy1 23 04 44.2658794512 -00 08 14.978925492   18.42 18.25     ~ 32 0
279 SDSS J230459.27-002238.5 QSO 23 04 59.2807222920 -00 22 38.637889608   19.90 19.73     ~ 17 0
280 2MASS J23055548+0059462 Sy1 23 05 55.4899148400 +00 59 46.238544096   18.18 17.94     ~ 38 0
281 2SLAQ J230754.70-011214.8 Sy1 23 07 54.7013060496 -01 12 14.937661620   19.6 20.52 19.3   ~ 25 0
282 SDSS J230918.37-004712.8 QSO 23 09 18.3740970672 -00 47 12.943739472   19.4 20.09 19.4   ~ 17 0
283 SDSS J231047.98-003319.3 QSO 23 10 47.9838690696 -00 33 19.320426108   20.35 20.17     ~ 16 0
284 2SLAQ J231219.95-000728.4 Sy1 23 12 19.9591262784 -00 07 28.511219856   20.11 19.95     ~ 23 0
285 SDSS J231245.21+010518.7 Sy1 23 12 45.2163178344 +01 05 18.745006632   20.97 20.70     ~ 22 0
286 1RXS J231251.1+001733 Sy1 23 12 50.8877515152 +00 17 19.072107960   18.52 18.11     ~ 41 0
287 2SLAQ J231521.09-000546.4 Sy1 23 15 21.1006150272 -00 05 46.463369244   19.77 19.55     ~ 18 0
288 PHL 2175 QSO 23 16 35.0013095448 -00 28 41.791135116   18.16 17.89     ~ 32 0
289 2SLAQ J231647.41+003932.4 Sy1 23 16 47.4173871552 +00 39 32.460698052   20.33 20.09     ~ 21 0
290 SDSS J231728.94+001703.0 QSO 23 17 28.9424265024 +00 17 03.021700452   19.87 19.65     ~ 21 0
291 [VV2006] J232231.7-001522 QSO 23 22 31.6134844032 -00 15 22.944245220   20.04 19.48     ~ 28 0
292 SDSS J232325.92-010052.9 QSO 23 23 25.9194039984 -01 00 52.945481700   20.54 20.32     ~ 19 0
293 SDSS J232335.75-003057.7 QSO 23 23 35.7531506832 -00 30 57.755203056   19.91 19.74     ~ 18 0
294 SDSS J232424.17+001011.8 QSO 23 24 24.1803243648 +00 10 11.775806004   20.36 20.18     ~ 17 0
295 2SLAQ J232529.42-004735.0 Sy1 23 25 29.4358432464 -00 47 35.000103372   20.43 20.16     ~ 15 0
296 SDSS J232545.18-004309.1 QSO 23 25 45.1917473808 -00 43 09.046093620   18.7 20.06 19.1   ~ 17 0
297 SDSS J232652.96-003012.6 QSO 23 26 52.9645078224 -00 30 12.568528764   19.91 19.72     ~ 15 0
298 SDSS J232712.98-003618.3 QSO 23 27 12.9914212584 -00 36 18.290957976   20.74 20.39     ~ 16 0
299 SDSS J232828.49-003831.5 QSO 23 28 28.5024298776 -00 38 31.499364516   18.77 18.47     ~ 21 0
300 SDSS J232859.56-002944.1 QSO 23 28 59.563 -00 29 44.12   21.32 20.88     ~ 14 0
301 [VV2006] J233139.3-001516 QSO 23 31 39.3319866336 -00 15 16.761189456   18.45 18.23     ~ 34 0
302 SDSS J233157.77-005130.9 QSO 23 31 57.7802430096 -00 51 31.001799456   20.29 20.17     ~ 17 0
303 SDSS J233217.20+005057.8 Sy1 23 32 17.2012236888 +00 50 57.915128832   20.61 20.30     ~ 16 0
304 2SLAQ J233258.90-010556.6 Sy1 23 32 58.9067442024 -01 05 56.683085208   20.46 20.28     ~ 17 0
305 2SLAQ J233315.89-000452.8 Sy1 23 33 15.8967593304 -00 04 52.924313892   20.022 19.85 20.189 20.007 ~ 25 0
306 [VV2006] J233626.8-000803 QSO 23 36 26.7794777184 -00 08 03.639114240   18.4 18.63 18.2   ~ 31 0
307 [VV2006] J233713.7+005611 QSO 23 37 13.6751 +00 56 11.104   18.6 19.39 18.3   ~ 31 0
308 SDSS J233849.80+000810.9 QSO 23 38 49.8082678608 +00 08 10.818259764   20.45 20.30     ~ 15 0
309 [VV2006] J234009.9+005620 QSO 23 40 09.9132469512 +00 56 19.926304404   19.51 19.12     ~ 29 0
310 SDSS J234603.72-003249.0 QSO 23 46 03.7283009976 -00 32 49.136837640   21.96 21.35     ~ 17 0
311 [VV2006] J234730.8+003100 QSO 23 47 30.8453879760 +00 31 00.968770164   19.14 18.92     ~ 27 0
312 [VV2006] J234954.6-010954 QSO 23 49 54.5972224080 -01 09 54.866138688   18.28 18.02     ~ 32 0
313 2MASS J23525188+0038149 QSO 23 52 51.8810177016 +00 38 14.984650212   19.80 19.11     ~ 18 0
314 LBQS 2350-0045B QSO 23 53 21.6243455328 -00 28 40.657166148   17.5 18.13 17.9   ~ 58 0
315 LBQS 2350-0012 QSO 23 53 24.0820965432 +00 03 58.191135912   17.88 17.79     ~ 43 0
316 SDSS J235441.54-000448.7 Sy1 23 54 41.5434263304 -00 04 48.744376392   19.84 19.07     ~ 31 0
317 [VV2006] J235446.9-004944 QSO 23 54 46.8841422816 -00 49 45.245245404   19.1 19.53 18.9   ~ 26 0
318 SDSS J235643.35+001428.0 QSO 23 56 43.3594018152 +00 14 28.173669756   20.00 19.89     ~ 18 0
319 SDSS J235653.87-010731.5 QSO 23 56 53.8748388792 -01 07 31.535881176   20.74 20.49     ~ 19 0
320 SDSS J235724.35+010533.5 QSO 23 57 24.3536928120 +01 05 33.555176304   20.43 20.22     ~ 16 0
321 2SLAQ J235732.18+003054.4 Sy1 23 57 32.1892249680 +00 30 54.455459184   19.3 20.03 19.0   ~ 20 0
322 SDSS J235906.98+011004.1 QSO 23 59 06.9805940256 +01 10 04.181898972   20.32 20.07     ~ 16 0
323 SDSS J235930.06+000839.5 QSO 23 59 30.0738781248 +00 08 39.605980488   19.56 19.48     ~ 18 0

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