2021ApJ...923...44S

Query : 2021ApJ...923...44S

2021ApJ...923...44S - Astrophys. J., 923, 44-44 (2021/December-2)

Identifying circumgalactic medium absorption in QSO spectra: a Bayesian approach.

SCOTT J.E., SHOEMAKER E.S. and HAMILL C.D.

Abstract (from CDS):

We present a study of candidate galaxy-absorber pairs for 43 low-redshift QSO sightlines (0.06 < z < 0.85) observed with the Hubble Space Telescope/Cosmic Origins Spectrograph that lie within the footprint of the Sloan Digital Sky Survey with a statistical approach to match absorbers with galaxies near the QSO lines of sight using only the SDSS Data Release 12 photometric data for the galaxies, including estimates of their redshifts. Our Bayesian methods combine the SDSS photometric information with measured properties of the circumgalactic medium to find the most probable galaxy match, if any, for each absorber in the line-of-sight QSO spectrum. We find ∼630 candidate galaxy-absorber pairs using two different statistics. The methods are able to reproduce pairs reported in the targeted spectroscopic studies upon which we base the statistics at a rate of 72%. The properties of the galaxies comprising the candidate pairs have median redshift, luminosity, and stellar mass, all estimated from the photometric data, z = 0.13, L = 0.1L*, and log(M*/M☉)=9.7. The median impact parameter of the candidate pairs is ∼430 kpc, or ∼3.5 times the galaxy virial radius. The results are broadly consistent with the high Lyα covering fraction out to this radius found in previous studies. This method of matching absorbers and galaxies can be used to prioritize targets for spectroscopic studies, and we present specific examples of promising systems for such follow-up.

Abstract Copyright: © 2021. The American Astronomical Society. All rights reserved.

Journal keyword(s): Circumgalactic medium - Intergalactic medium - Galactic and extragalactic astronomy

VizieR on-line data: <Available at CDS (J/ApJ/923/44): table1.dat table4.dat table5.dat table6.dat>

Simbad objects: 226

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Number of rows : 226
N Identifier Otype ICRS (J2000)
RA 		ICRS (J2000)
DEC 		Mag U Mag B Mag V Mag R Mag I Sp type #ref
1850 - 2026 		#notes
1 2MASX J00055617+1608041 GiC 00 05 56.15934 +16 08 04.1565           ~ 10 0
2 ICRF J000559.2+160949 Sy1 00 05 59.2378545384 +16 09 49.021968096   16.51 16.40     ~ 307 1
3 [KSS94] J000559.2+160949 22 G 00 06 00.6283758744 +16 09 08.180499456           ~ 3 0
4 SDSS J000601.78+160837.7 G 00 06 01.78776 +16 08 37.7124           ~ 2 0
5 SDSS J002843.85+131421.4 G 00 28 43.85208 +13 14 21.4548           ~ 2 0
6 LEDA 1790 Sy1 00 29 13.7012449608 +13 16 03.947778264   15.70 15.41     ~ 474 0
7 LEDA 1428758 G 00 29 15.3872900280 +13 20 56.614939548   15.0 16.61     ~ 12 0
8 2MASS J00481898+3941116 Sy1 00 48 18.9838647792 +39 41 11.718147912   16.2       ~ 60 1
9 SDSS J004833.42+394057.1 G 00 48 33.42024 +39 40 57.1296           ~ 1 0
10 SDSS J015946.54+002320.5 GiC 01 59 46.5465423816 +00 23 20.536465956           ~ 3 0
11 Mrk 1014 Sy1 01 59 50.2534701768 +00 23 40.864244784   16.08 15.87     ~ 606 0
12 QSO J0809+4619 QSO 08 09 08.1365285760 +46 19 25.574163852   16.83 16.72     ~ 60 0
13 SDSS J080913.20+461842.9 G 08 09 13.18176 +46 18 42.8722           ~ 8 0
14 SDSS J080914.28+461822.2 G 08 09 14.28072 +46 18 22.2084           ~ 1 0
15 LEDA 4085865 AG? 08 33 35.647 +25 08 47.14           ~ 13 0
16 NGC 2611 G 08 35 29.1907532496 +25 01 38.757030600   15.3       ~ 45 0
17 SDSS J083531.17+245548.7 G 08 35 31.1801896632 +24 55 48.757990008           ~ 2 0
18 SDSS J083534.75+245901.9 G 08 35 34.758 +24 59 01.98           ~ 3 0
19 SDSS J083535.75+250032.9 G 08 35 35.75856 +25 00 32.9076           ~ 1 0
20 QSO B0832+2510 QSO 08 35 35.8061692320 +24 59 40.183955880   16.30 16.00     ~ 77 0
21 LEDA 1722581 EmG 08 35 37.085 +25 00 15.00           ~ 13 0
22 Z 119-130 EmG 08 36 07.410 +25 06 45.74   15.4       ~ 34 0
23 LEDA 213507 G 08 36 45.44547 +25 06 52.1987           ~ 6 0
24 Ton 951 Sy1 08 47 42.4485615096 +34 45 04.482515304   14.83 14.50     ~ 487 0
25 Z 180-14 Q? 08 50 11.8098484512 +35 04 35.224755636   13.6       ~ 68 0
26 NGC 2683 AGN 08 52 41.3064829584 +33 25 18.597681516 11.57 10.68 9.79 9.38   ~ 475 1
27 Z 264-70 AG? 09 09 19.4439464928 +54 54 42.701639508   14.64       ~ 50 1
28 LEDA 2505269 G 09 19 23.30097 +55 31 37.1170           ~ 7 0
29 Mrk 106 Sy2 09 19 55.3494938448 +55 21 37.128065832   16.34 16.15     ~ 133 0
30 SDSS J092000.79+554635.2 G 09 20 00.79056 +55 46 35.2488           ~ 1 0
31 SDSS J092030.67+553102.2 G 09 20 30.67598 +55 31 02.2985           ~ 3 0
32 Z 238-52 AGN 09 25 30.98287 +45 31 57.8871   15.30       ~ 37 0
33 SDSS J092553.47+453437.4 G 09 25 53.47176 +45 34 37.4304           ~ 1 0
34 QSO J0925+4535 QSO 09 25 54.4407540912 +45 35 44.423345796   17.97 17.75     ~ 49 0
35 SDSS J092556.40+453653.3 G 09 25 56.40240 +45 36 53.3340           ~ 1 0
36 LEDA 82393 G 09 26 17.3837349216 +45 29 24.862742052   17       ~ 10 0
37 LEDA 2269114 AG? 09 27 21.052 +45 41 58.62           ~ 8 0
38 LEDA 2285376 G 09 28 49.6373450856 +46 40 57.551458080           ~ 3 0
39 SDSS J092853.27+464412.6 G 09 28 53.27088 +46 44 12.6492           ~ 1 0
40 US 645 Sy1 09 29 09.7919402808 +46 44 24.056076588   16.66 16.49     ~ 54 0
41 LEDA 2285611 EmG 09 29 11.7088851048 +46 41 47.343619968   17.4       ~ 8 0
42 SDSS J094758.66+412057.7 G 09 47 58.66056 +41 20 57.7212           ~ 1 0
43 LEDA 28266 AG? 09 49 45.5770641576 +39 01 02.226366696   17       ~ 9 0
44 QSO B0946+3916 QSO 09 49 52.9152610440 +39 02 03.941582928   16.92 16.83     ~ 49 0
45 SDSS J094953.16+385914.6 G 09 49 53.16408 +38 59 14.6868           ~ 1 0
46 LEDA 2142428 G 09 50 02.76706 +39 03 08.6855           ~ 5 0
47 LEDA 2178530 GiG 09 56 38.907 +41 16 46.13           ~ 7 0
48 SDSS J095640.12+411107.6 G 09 56 40.1245714800 +41 11 07.470453084           ~ 4 0
49 PG 0953+414 Sy1 09 56 52.3931554992 +41 15 22.211247636 14.710 15.611 15.546 15.294 14.720 ~ 472 0
50 SDSS J095706.09+411707.8 G 09 57 06.09024 +41 17 07.8612           ~ 1 0
51 LEDA 3098502 AG? 10 02 23.184 +29 43 33.36           ~ 11 0
52 SDSS J100352.49+285508.9 G 10 03 52.49688 +28 55 08.9292           ~ 1 0
53 NGC 3104 AG? 10 03 57.185 +40 45 41.43   14.2       ~ 142 0
54 SDSS J100402.35+285512.0 G 10 04 02.35680 +28 55 12.0144       21.9   ~ 8 0
55 Ton 28 Sy1 10 04 02.6102134920 +28 55 35.329310688   16.17 15.7     ~ 192 0
56 SDSS J100403.24+285650.3 G 10 04 03.23373 +28 56 49.6360           ~ 6 0
57 [KSS94] J100402.6+285535 39 G 10 04 03.61 +28 54 34.0           ~ 4 0
58 LEDA 1842780 AG? 10 04 27.09653 +28 40 43.9325           ~ 11 0
59 Z 153-14 AG? 10 04 40.949 +29 21 51.54   15.2       ~ 75 0
60 UGC 5437 EmG 10 05 34.47541 +27 30 51.8313   17       ~ 20 0
61 [BKD2008] WR 538 PoG 10 06 18.161 +28 56 41.95           ~ 5 0
62 Z 153-20 AG? 10 07 54.196 +29 27 38.98   15.4 15.05     ~ 27 0
63 MCG+05-24-017 AG? 10 08 07.7119620240 +29 32 34.340083548   16.5 15.47     ~ 48 0
64 Z 153-24 AG? 10 09 31.600 +30 09 06.21   15.5       ~ 59 0
65 SDSS J100940.28+300640.9 G 10 09 40.2810646067 +30 06 40.969208798           ~ 3 0
66 SDSS J100950.99+300703.0 G 10 09 50.991 +30 07 03.00           ~ 2 0
67 LEDA 1887563 G 10 09 53.5080042048 +30 02 02.212284120           ~ 6 0
68 Ton 488 Sy1 10 10 00.6871776552 +30 03 21.574537668   17.35 17.00     ~ 81 0
69 SDSS J101003.92+300141.6 G 10 10 03.9320706624 +30 01 41.738410704           ~ 2 0
70 SDSS J101006.14+300613.8 G 10 10 06.14928 +30 06 13.8132           ~ 1 0
71 SDSS J101008.84+300252.4 G 10 10 08.8549243752 +30 02 52.498342752           ~ 5 0
72 SDSS J101042.80+293136.7 G 10 10 42.80784 +29 31 36.7788           ~ 1 0
73 SDSS J101222.19+355523.0 G 10 12 22.19856 +35 55 23.0880           ~ 1 0
74 SDSS J101255.81+355120.4 G 10 12 55.81944 +35 51 20.4372           ~ 1 0
75 Ton 1187 Sy1 10 13 03.1814662440 +35 51 23.742391536   15.60 15.42     ~ 94 0
76 Z 266-51 G 10 30 01.3858369272 +50 50 47.449676724   15.5       ~ 10 0
77 LEDA 2381991 AG? 10 31 08.888 +50 47 08.78           ~ 11 0
78 2MASS J10311034+5052107 G 10 31 10.3478321904 +50 52 10.902442872           ~ 6 0
79 RX J1031.3+5053 BLL 10 31 18.5251007784 +50 53 35.817278064   17.25 16.98 16.3   ~ 210 2
80 SDSS J103157.08+505753.2 G 10 31 57.085 +50 57 53.20           ~ 2 0
81 LEDA 2383543 Sy1 10 32 16.1349757824 +50 51 19.690798320   18.20 17.98     ~ 53 0
82 Z 266-61 LSB 10 34 45.955 +50 46 05.47   15.7       ~ 48 0
83 SDSS J103541.06+500601.4 G 10 35 41.06786 +50 06 01.4168           ~ 1 0
84 LEDA 2042168 G 10 51 11.4196279800 +33 59 35.657367468           ~ 8 0
85 QSO B1048+342 Sy1 10 51 43.8916339296 +33 59 26.683392840   17.11 16.79     ~ 210 0
86 SDSS J105147.68-005203.4 G 10 51 47.68896 -00 52 03.4860           ~ 1 0
87 LEDA 1133399 G 10 51 47.772 -00 50 20.35   17.612   17.049   ~ 7 0
88 PG 1049-005 Sy1 10 51 51.4474066944 -00 51 17.707987476   15.98 15.78     ~ 188 0
89 Z 184-36 GiG 10 53 38.364 +34 02 00.45   14.7       ~ 28 0
90 SDSS J110534.38+342403.5 G 11 05 34.38696 +34 24 03.5172           ~ 1 0
91 SDSS J110537.33+342535.9 G 11 05 37.33992 +34 25 35.9472           ~ 1 0
92 SDSS J110539.49+342653.8 G 11 05 39.49656 +34 26 53.8548           ~ 1 0
93 Ton 1329 QSO 11 05 39.8136560592 +34 25 34.684905360   16.377 16.275 15.762   ~ 65 0
94 SDSS J110540.90+342514.9 G 11 05 40.90752 +34 25 14.9160           ~ 1 0
95 SDSS J110546.32+342721.2 G 11 05 46.32240 +34 27 21.2940           ~ 1 0
96 SDSS J111116.84+554812.2 G 11 11 16.8561935952 +55 48 12.280757688           ~ 2 0
97 2MASX J11112561+5544358 G 11 11 25.61280 +55 44 35.8300           ~ 3 0
98 M 108 AGN 11 11 30.967 +55 40 26.84   10.70       ~ 497 1
99 QSO J1111+5547 QSO 11 11 32.1904401432 +55 47 26.084260608   17.20 17.02     ~ 61 0
100 SDSS J111132.33+554712.8 G 11 11 32.33688 +55 47 12.8112           ~ 4 0
101 SDSS J111132.78+554817.9 G 11 11 32.78952 +55 48 17.9028           ~ 1 0
102 SDSS J111141.44+554424.3 G 11 11 41.449 +55 44 24.37           ~ 2 0
103 SDSS J111349.11+213101.3 G 11 13 49.11981 +21 31 01.3727           ~ 3 0
104 Z 126-10 EmG 11 13 49.885 +21 31 13.18   15.60       ~ 35 0
105 SDSS J111814.91+402343.3 G 11 18 14.91096 +40 23 43.3932           ~ 1 0
106 SDSS J111816.46+402505.6 G 11 18 16.461 +40 25 05.68           ~ 2 0
107 SDSS J111817.93+402612.0 G 11 18 17.936 +40 26 12.07           ~ 2 0
108 LEDA 34570 Sy1 11 18 30.2894794680 +40 25 54.068810952   16.34 16.21     ~ 246 0
109 LEDA 1645330 GiC 11 18 33.635 +21 13 00.43   17.2       ~ 8 0
110 SDSS J111843.28+212723.0 GiC 11 18 43.28564 +21 27 23.0498   17.23       ~ 8 0
111 Z 126-27 EmG 11 18 44.384 +21 33 51.06   15.60       ~ 27 0
112 LEDA 1645939 EmG 11 18 48.7034905776 +21 14 41.481829716           ~ 5 0
113 LEDA 4273996 GiC 11 19 05.34823 +21 15 37.6067   17.29       ~ 9 0
114 SDSS J111905.51+211733.0 EmG 11 19 05.514 +21 17 33.05           ~ 7 0
115 2MASX J11190672+2118292 EmG 11 19 06.6863636232 +21 18 28.791602964   18.6       ~ 15 0
116 Ton 1388 Sy1 11 19 08.6786220240 +21 19 17.987085948   14.91 14.80     ~ 492 0
117 LEDA 4274047 GiC 11 19 09.56900 +21 02 43.5074   17.9       ~ 6 0
118 SDSS J111924.26+211029.9 GiC 11 19 24.2631000192 +21 10 30.049485492   16.6       ~ 5 0
119 CAIRNS J111942.06+212610.7 GiC 11 19 42.044 +21 26 10.24   19.2       ~ 7 0
120 LEDA 4275237 GiC 11 20 45.94032 +21 11 15.3600   17.6       ~ 6 0
121 NGC 3649 AGN 11 22 14.740 +20 12 31.06   14.57       ~ 41 1
122 LEDA 2191602 G 11 24 18.74030 +42 03 23.1215           ~ 7 0
123 SDSS J112433.82+420152.3 G 11 24 33.82416 +42 01 52.3524           ~ 1 0
124 2MASS J11243917+4201450 Sy1 11 24 39.1797883104 +42 01 45.014547252   16.45 16.28     ~ 175 0
125 LEDA 2192341 G 11 24 57.143 +42 05 50.81           ~ 6 0
126 LEDA 2588859 G 11 25 05.99568 +59 18 04.6080           ~ 2 0
127 LEDA 2587001 G 11 25 17.6777305200 +59 08 28.890519324           ~ 6 0
128 SDSS J112548.53+590916.8 G 11 25 48.53808 +59 09 16.8300           ~ 1 0
129 SDSS J112549.24+590957.7 G 11 25 49.246 +59 09 57.79           ~ 2 0
130 SBSG 1123+594A QSO 11 25 53.7896103984 +59 10 21.552070044   17.02 16.80     ~ 69 0
131 SDSS J112618.11+590925.8 G 11 26 18.11688 +59 09 25.8552           ~ 1 0
132 IC 691 AGN 11 26 44.31576 +59 09 19.5120   14.2       ~ 106 0
133 SDSS J113056.11+311445.6 G 11 30 56.11645 +31 14 45.6964           ~ 4 0
134 SDSS J113108.50+311332.6 G 11 31 08.501 +31 13 32.66           ~ 2 0
135 Ton 580 Bla 11 31 09.4824534600 +31 14 05.506804464   16.22 16.05 15.8   ~ 156 1
136 SDSS J113121.67+311055.8 G 11 31 21.6716715576 +31 10 55.807652388           ~ 2 0
137 SDSS J113956.96+654459.6 G 11 39 56.9638215048 +65 44 59.688635784           ~ 2 0
138 ICRF J113957.0+654749 Sy1 11 39 57.0254367168 +65 47 49.483232880   16.50 16.32     ~ 528 1
139 SDSS J114005.17+654801.3 G 11 40 05.178 +65 48 01.31           ~ 3 0
140 SDSS J114015.59+655551.7 G 11 40 15.60 +65 55 51.8           ~ 3 0
141 LEDA 39392 AG? 12 17 10.703 +06 25 54.48           ~ 36 0
142 NGC 4241 GiG 12 17 59.9038110672 +06 39 15.053590548   14.4       ~ 123 0
143 Z 42-1 EmG 12 18 38.668 +06 42 29.59   15.5       ~ 59 0
144 Z 42-9 GiG 12 19 12.3811843272 +06 22 53.711992812   15.2       ~ 26 0
145 LEDA 39639 LSB 12 19 13.79 +05 59 09.3   19       ~ 32 0
146 SDSS J121920.37+063657.1 G 12 19 20.37216 +06 36 57.1140   20.979   18.855 18.205 ~ 4 0
147 LEDA 39653 AG? 12 19 20.671 +06 42 18.36   17.846   16.642 16.223 ~ 17 0
148 PG 1216+069 Sy1 12 19 20.9318278680 +06 38 38.467059252   15.68 15.65     ~ 302 0
149 Z 42-14 GiG 12 19 22.1244200352 +05 54 37.509552144   14.8       ~ 56 0
150 NGC 4260 GiP 12 19 22.2401274336 +06 05 55.291593192   13.1       ~ 174 0
151 SDSS J121923.43+063819.7 EmG 12 19 23.433 +06 38 19.71   19.291   18.026 17.511 ~ 14 0
152 2MASX J12193086+0643348 Sy1 12 19 30.8715254328 +06 43 34.451456448   17.35 17.10     ~ 51 0
153 LEDA 39734 LSB 12 19 53.386 +06 39 55.97   19       ~ 52 0
154 Z 42-36 GiG 12 20 25.289 +06 54 30.12   15.4       ~ 51 0
155 LEDA 39878 LSB 12 20 57.927 +06 20 21.39           ~ 32 0
156 Z 42-48 GiG 12 21 55.557 +06 27 02.19   15.3       ~ 50 0
157 NGC 4309A GiP 12 22 14.7398629440 +07 10 01.648488468           ~ 70 0
158 SDSS J122445.32+212401.1 G 12 24 45.32256 +21 24 01.1412           ~ 1 0
159 SDSS J122451.79+212157.6 G 12 24 51.79560 +21 21 57.6828           ~ 1 0
160 SDSS J122452.68+212337.1 G 12 24 52.68600 +21 23 37.1184           ~ 1 0
161 7C 122223.5+213929 Bla 12 24 54.4583146056 +21 22 46.385507388   17.56 17.50 18.2   ~ 770 2
162 SDSS J122454.53+212218.3 G 12 24 54.53760 +21 22 18.3612           ~ 1 0
163 SDSS J122455.68+212346.0 G 12 24 55.68360 +21 23 46.0104           ~ 1 0
164 SDSS J122456.68+212312.2 G 12 24 56.681 +21 23 12.24           ~ 2 0
165 SDSS J122457.88+212426.1 G 12 24 57.88320 +21 24 26.1360           ~ 1 0
166 NGC 4420 GiG 12 26 58.4368542672 +02 29 39.725748780   12.7       ~ 190 0
167 NAME DW 1225+0152 LSB 12 27 46.1 +01 36 01 15.45 16.02 15.92 15.73   ~ 47 0
168 SDSS J122806.95+032056.2 G 12 28 06.95928 +03 20 56.2560           ~ 1 0
169 LEDA 139866 AG? 12 28 15.8836752792 +02 42 03.014520660   15.69       ~ 20 0
170 LEDA 1207185 EmG 12 28 15.964 +01 49 44.12   16.81   15.990   ~ 21 0
171 3C 273 BLL 12 29 06.6998257176 +02 03 08.597629980   13.05 14.830 14.11   ~ 6022 1
172 SDSS J122910.05+020120.1 G 12 29 10.05816 +02 01 20.1432           ~ 2 0
173 Z 14-51 LSB 12 29 21.6382686408 +01 03 25.006835304   14.888   14.258   ~ 28 0
174 UGC 7625 AG? 12 29 32.72304 +00 50 22.5024   16.682   16.113 16.0 ~ 29 0
175 LEDA 1213772 EmG 12 29 50.579 +02 01 53.72   17.521   16.666   ~ 18 0
176 LEDA 1189825 G 12 30 34.4215602960 +01 16 24.430118376   16.98   15.620   ~ 15 0
177 SDSS J123047.60+011518.6 G 12 30 47.6021606232 +01 15 18.601140852           ~ 5 0
178 NAME Virgo Cluster ClG 12 30 47.8 +12 23 07           ~ 7107 0
179 2MASS J12305003+0115226 Sy1 12 30 50.0331165552 +01 15 22.598028288   14.44 14.42     ~ 102 0
180 Z 14-54 LSB 12 31 03.49944 +01 40 32.2320   14.80       ~ 55 1
181 LEDA 1190810 G 12 31 41.38680 +01 18 21.5380   18.268   17.233   ~ 11 0
182 Z 99-79 Sy1 12 32 03.6223710000 +20 09 29.495834136   15.57 15.30     ~ 526 0
183 Z 99-85 GiC 12 32 51.625 +20 11 01.39   15.3       ~ 66 0
184 SDSS J123952.34+104515.1 G 12 39 52.34064 +10 45 15.1848           ~ 1 0
185 Z 293-41 AGN 12 54 43.5281940672 +58 46 35.616643824   14.4       ~ 50 0
186 Z 293-43 LSB 12 55 03.964 +58 47 28.91   15.5       ~ 19 0
187 LEDA 2585039 G 13 00 13.209 +58 58 54.85           ~ 6 0
188 SDSS J130022.12+590126.8 G 13 00 22.1305215312 +59 01 26.888119392           ~ 3 0
189 LEDA 4011806 G 13 00 25.544 +59 02 18.58           ~ 3 0
190 Z 294-9 G 13 00 33.9596829048 +58 58 56.934277752   15.7       ~ 12 0
191 SDSS J130059.79+590059.7 G 13 00 59.79168 +59 00 59.7492           ~ 1 0
192 LEDA 2584867 G 13 01 00.55438 +58 58 04.4117           ~ 6 0
193 2MASX J13010105+5900064 G 13 01 01.0516989792 +59 00 06.819722388           ~ 5 0
194 SDSS J130109.88+590315.3 G 13 01 09.86808 +59 03 15.2568           ~ 1 0
195 LB 2522 Sy1 13 01 12.9250750776 +59 02 06.693816732   16.04 15.89     ~ 298 0
196 SDSS J130116.42+590135.6 G 13 01 16.42152 +59 01 35.6196       20.9   ~ 5 0
197 SDSS J130131.84+590128.5 G 13 01 31.848 +59 01 28.56           ~ 2 0
198 SDSS J130207.44+584153.8 G 13 02 07.442 +58 41 53.82           ~ 2 0
199 Z 294-10 AG? 13 02 08.046 +58 42 02.04   14.6       ~ 85 0
200 SDSS J130940.33+082052.4 G 13 09 40.33248 +08 20 52.4940           ~ 1 0
201 LEDA 45656 Sy1 13 09 47.0031619008 +08 19 48.212362524   16.04 15.89     ~ 412 0
202 Ton 1565 Bla 13 12 17.7526981968 +35 15 21.086467128   15.45 15.64 14.2   ~ 292 1
203 SDSS J131220.99+351518.3 G 13 12 20.99256 +35 15 18.3132           ~ 1 0
204 NAME NGC 5033 Group GrG 13 13 27 +36 35.6           ~ 8 0
205 2MASS J13571260+1704439 Sy1 13 57 12.6115059936 +17 04 44.087119356   18.30 17.87     ~ 29 0
206 LEDA 1524027 G 13 57 16.36806 +17 04 30.4157           ~ 2 0
207 LEDA 1523883 G 13 57 19.68624 +17 04 10.3188           ~ 2 0
208 PG 1424+240 BLL 14 27 00.3917926224 +23 48 00.037510776 14.52 14.34 14.95 14.5   ~ 420 1
209 SDSS J142701.63+234833.0 G 14 27 01.631 +23 48 33.00           ~ 2 0
210 SDSS J142701.72+234630.9 G 14 27 01.7266643040 +23 46 30.934351236           ~ 3 0
211 SDSS J142703.61+234735.2 G 14 27 03.617 +23 47 35.25           ~ 2 0
212 SDSS J142704.05+234749.7 G 14 27 04.059 +23 47 49.75           ~ 2 0
213 LEDA 2073731 AG? 14 38 00.613 +36 01 24.61           ~ 10 0
214 NGC 5727 EmG 14 40 26.104 +33 59 20.75   14.20       ~ 66 2
215 Mrk 478 Sy1 14 42 07.4714418744 +35 26 22.938625500   14.91 14.58     ~ 567 1
216 SDSS J152827.39+282738.6 G 15 28 27.400 +28 27 38.80           ~ 2 0
217 Ton 236 Sy1 15 28 40.6111052016 +28 25 29.842820004   16.44 16.39     ~ 76 0
218 SDSS J152841.08+282530.1 G 15 28 41.08704 +28 25 30.1692           ~ 2 0
219 SDSS J152843.86+282620.8 G 15 28 43.86768 +28 26 20.8140           ~ 2 0
220 SDSS J152845.56+282654.6 G 15 28 45.56496 +28 26 54.6900           ~ 1 0
221 PG 1553+113 BLL 15 55 43.0440048528 +11 11 24.365649948 14.91 14.72 14.57 13.99   ~ 672 1
222 QSO B1626+5529 Sy1 16 27 56.1123628752 +55 22 31.559061504   15.79 15.68     ~ 232 1
223 SDSS J162828.16+552648.4 G 16 28 28.166 +55 26 48.49           ~ 2 0
224 Mrk 1513 Sy1 21 32 27.8162556672 +10 08 19.252365396   14.92 14.64     ~ 651 0
225 SDSS J235142.21-010100.9 G 23 51 42.218 -01 01 00.92           ~ 4 0
226 4C -01.61 BLL 23 51 56.1224889360 -01 09 13.315371768   16.83 16.59     ~ 380 1

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