2019MNRAS.487.4901H

Query : 2019MNRAS.487.4901H

2019MNRAS.487.4901H - Mon. Not. R. Astron. Soc., 487, 4901-4938 (2019/August-3)

HISS, a new tool for H I stacking: application to NIBLES spectra.

HEALY J., BLYTH S.-L., ELSON E., VAN DRIEL W., BUTCHER Z., SCHNEIDER S., LEHNERT M.D. and MINCHIN R.

Abstract (from CDS):

H I stacking has proven to be a highly effective tool to statistically analyse average H I properties for samples of galaxies which may or may not be directly detected. With the plethora of H I data expected from the various upcoming H I surveys with the SKA Precursor and Pathfinder telescopes, it will be helpful to standardize the way in which stacking analyses are conducted. In this work we present a new PYTHON-based package, HISS, designed to stack H I (emission and absorption) spectra in a consistent and reliable manner. As an example, we use HISS to study the H I content in various galaxy sub-samples from the NIBLES survey of SDSS galaxies which were selected to represent their entire range in total stellar mass without a prior colour selection. This allowed us to compare the galaxy colour to average H I content in both detected and non-detected galaxies. Our sample, with a stellar mass range of 108<^ M*M☉)<1012, has enabled us to probe the H I-to-stellar mass gas fraction relationship more than half an order of magnitude lower than in previous stacking studies.

Abstract Copyright: © 2019 The Author(s) Published by Oxford University Press on behalf of the Royal Astronomical Society

Journal keyword(s): methods: data analysis - methods: statistical - galaxies: evolution - galaxies: general - radio lines: galaxies

VizieR on-line data: <Available at CDS (J/MNRAS/487/4901): tablee1.dat>

Simbad objects: 331

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Number of rows : 331
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 LEDA 1454005 G 00 00 47.8838246736 +14 16 39.272629656           ~ 14 0
2 LEDA 1177173 AG? 00 04 35.2192866936 +00 50 54.945560220           ~ 11 0
3 SDSS J000940.24-102502.7 AG? 00 09 40.2194433264 -10 25 02.499607380           ~ 5 0
4 LEDA 73268 EmG 00 10 25.438 +14 17 23.11   16.5       ~ 20 0
5 IC 3 Sy1 00 12 06.0966049824 -00 24 54.726322968   15.1       ~ 29 0
6 LEDA 984546 AG? 00 13 45.41919 -09 56 03.7040           ~ 5 0
7 LEDA 969562 AG? 00 15 00.076 -11 08 03.96           ~ 8 0
8 Z 433-38 AG? 00 15 05.3693571000 +15 03 59.626469772   15.7       ~ 15 0
9 MCG+00-02-002 Sy2 00 19 47.3348672136 +00 35 26.802200688   17.21 16.76     ~ 29 0
10 Z 383-2 AG? 00 21 35.2856151792 +01 09 56.181452688   15.60       ~ 32 0
11 SDSS J002220.32+155630.3 AG? 00 22 20.326 +15 56 30.41           ~ 9 0
12 SDSS J002517.30+143440.8 AG? 00 25 17.30725 +14 34 40.8911           ~ 4 0
13 MCG-02-02-009 Sy2 00 25 52.4889150720 -09 39 42.416232732   15   14.14   ~ 23 0
14 IC 22 GiG 00 29 33.1738853496 -09 04 50.614065696   15   13.99   ~ 21 0
15 MCG-02-02-037 AG? 00 31 36.5643492408 -10 53 17.499463908   15   14.16   ~ 19 0
16 NGC 163 EmG 00 35 59.82799 -10 07 18.1056 14.13 13.64 12.70     ~ 43 1
17 CAIRNS J003759.83+004236.0 GiC 00 37 59.81143 +00 42 36.0119           ~ 8 0
18 2MASS J00395591-0851119 GiC 00 39 55.91688 -08 51 11.9664     17.54     ~ 5 0
19 LEDA 1153268 EmG 00 40 26.8984207536 -00 02 43.606476348           ~ 19 0
20 LEDA 3034 Sy1 00 51 49.4034133416 +00 33 53.016656040   17.22 16.65     ~ 37 0
21 2MASX J00531961-1024115 Sy1 00 53 19.6305260904 -10 24 11.957550084     17.14     ~ 12 0
22 Z 384-61 GiC 01 03 01.7281819248 -01 06 39.430679472   15.6       ~ 26 0
23 LEDA 991736 AG? 01 04 25.314 -09 22 59.44           ~ 6 0
24 CAIRNS J010942.67-005713.3 GiC 01 09 42.66086 -00 57 13.4318           ~ 6 0
25 NGC 429 EmG 01 12 57.4281188424 -00 20 42.011992896   14.4       ~ 67 0
26 CAIRNS J011302.78+004038.6 GiC 01 13 02.83871 +00 40 41.2285           ~ 11 0
27 Z 385-34 Sy1 01 13 41.8312508808 -00 06 09.814418748   15.0       ~ 41 0
28 2MASX J01152220-0009299 GiC 01 15 22.2310105296 -00 09 30.436670052   17.68       ~ 15 0
29 Z 436-16 AG? 01 15 54.2929615080 +13 21 12.115361844   15.0       ~ 19 0
30 Z 385-63 GiC 01 18 44.8588719024 -00 54 22.756743180   15.4       ~ 22 0
31 LEDA 1143577 EmG 01 22 46.009 -00 25 35.27   16.41   15.30   ~ 15 0
32 MCG-02-04-050 GiC 01 26 25.9160005800 -08 33 51.232696920   15   14.15   ~ 15 0
33 2MASS J01264224-0105157 GiC 01 26 42.25771 -01 05 16.1265           ~ 10 0
34 Z 385-140 H2G 01 26 49.70638 -00 58 30.9654   15.2       ~ 34 0
35 Z 385-160 GiG 01 28 59.5681756536 -00 33 42.865293384   14.0       ~ 61 0
36 Z 385-163 GiG 01 29 43.9883681064 -01 14 29.149637064   14.7       ~ 50 0
37 Z 436-67 AG? 01 31 04.7606603568 +13 38 58.841490480   15.6       ~ 19 0
38 AGC 113017 H2G 01 31 26.5876808904 +14 06 14.985314280           ~ 10 0
39 LEDA 1127971 GiC 01 34 37.531 -01 03 08.04           ~ 12 0
40 Z 386-24 GiC 01 38 47.453 +01 04 18.75   14.2       ~ 39 0
41 MCG-02-05-035 GiC 01 40 53.6262866880 -10 16 41.578936428   15   13.97   ~ 25 0
42 Z 386-32 EmG 01 42 30.906 -00 49 09.84   15.3       ~ 23 0
43 LEDA 212838 EmG 01 48 53.1289718016 +13 25 26.168133000           ~ 14 0
44 LEDA 1420068 AG? 01 49 53.84582 +12 58 33.7932           ~ 8 0
45 IC 170 AG? 01 51 57.5216966616 -08 31 03.426635208   15   14.11   ~ 20 0
46 LEDA 1170628 GiC 01 54 41.83018 +00 36 41.6767           ~ 10 0
47 LEDA 7147 AG? 01 55 16.2647862864 -08 51 15.475019724   17       ~ 10 0
48 LEDA 3111971 Sy1 01 55 59.76051 -00 11 08.1735     18.15     ~ 11 0
49 LEDA 144753 AG? 02 20 42.061 -08 08 26.29   15.96   15.15   ~ 12 0
50 NGC 960 Sy2 02 31 41.302 -09 18 01.01   14   13.74   ~ 36 0
51 LEDA 3519393 AG? 03 02 11.425 -01 09 59.36           ~ 9 0
52 SDSS J030235.00-072145.2 G 03 02 35.00803 -07 21 45.2939           ~ 2 0
53 LEDA 1008630 AG? 03 11 17.7378906696 -08 04 48.159480432           ~ 7 0
54 LEDA 12112 EmG 03 15 38.598 -07 04 43.37   16   14.93   ~ 24 0
55 LEDA 145438 Sy2 03 17 06.6616049856 -06 30 07.802102772   15.74   14.51   ~ 19 0
56 NGC 1286 AG? 03 17 48.5249688528 -07 37 00.653531124   15   13.38   ~ 28 0
57 NGC 1303 AG? 03 20 40.7972151024 -07 23 39.923886840   15   13.75   ~ 22 0
58 Z 390-96 LIN 03 30 17.1751637544 -00 55 12.702422892   15.1       ~ 25 0
59 NGC 1361 Sy2 03 34 17.7479435040 -06 15 54.025326000   13.78       ~ 43 1
60 LEDA 1040973 AG? 03 35 34.54141 -05 44 30.5845           ~ 5 0
61 LEDA 145695 G 03 37 10.3677695784 -05 35 05.128251612   15.19   13.82   ~ 17 0
62 LEDA 1045871 AG? 03 38 04.14782 -05 21 09.1407           ~ 5 0
63 2MASX J03390711-0627028 LIN 03 39 07.1152171320 -06 27 02.935234404   15.49   14.27   ~ 12 0
64 LEDA 3343119 EmG 03 58 19.346 -04 43 49.74           ~ 14 0
65 LEDA 1034032 AG? 04 01 33.53968 -06 20 12.4323           ~ 4 0
66 IC 2031 Sy1 04 06 14.7189245448 -05 39 06.774645636   15.97   14.76   ~ 22 0
67 LEDA 3092702 G 04 06 44.26657 -04 26 50.5794           ~ 7 0
68 LEDA 1047612 AG? 04 10 51.37258 -05 13 20.4502           ~ 6 0
69 SDSS J041211.55-045227.2 G 04 12 11.551 -04 52 27.21           ~ 4 0
70 SDSS J071951.50+412458.0 G 07 19 51.5108813688 +41 24 58.013281908           ~ 3 0
71 SDSS J072002.10+410811.2 G 07 20 02.11037 +41 08 11.2433           ~ 3 0
72 LEDA 2174917 G 07 21 00.78775 +41 03 06.6663           ~ 7 0
73 SDSS J072123.41+414158.9 G 07 21 23.41467 +41 41 59.0075           ~ 2 0
74 Z 205-38 LIN 07 22 46.791 +41 39 29.43   15.0       ~ 19 0
75 SDSS J072419.57+384538.7 G 07 24 19.57379 +38 45 38.7192           ~ 2 0
76 LEDA 2189714 G 07 24 33.1582631736 +41 57 02.289618900           ~ 18 0
77 LEDA 2790874 EmG 07 25 04.439 +40 35 37.54   17.8       ~ 7 0
78 SDSS J072620.03+420246.1 G 07 26 20.029 +42 02 46.14           ~ 3 0
79 SDSS J072624.68+430254.7 EmG 07 26 24.6866168184 +43 02 54.793980384           ~ 15 0
80 Z 205-47 AG? 07 26 35.3954457648 +43 17 46.791999240   14.30       ~ 43 0
81 LEDA 2244121 G 07 27 19.3774846536 +44 25 38.304816672           ~ 8 0
82 SDSS J072728.08+432750.0 AG? 07 27 28.0859119344 +43 27 49.845797172           ~ 4 0
83 SDSS J072945.04+434445.1 AG? 07 29 45.04735 +43 44 45.1365           ~ 3 0
84 LEDA 2188546 LIN 07 33 27.7213874208 +41 53 08.777573664           ~ 17 0
85 2MASS J07352424+3638362 Sy1 07 35 24.24888 +36 38 36.2472     18.77     ~ 4 0
86 IC 2201 GiG 07 36 16.8063214416 +33 07 21.711711684   14.9       ~ 28 0
87 LEDA 2199012 G 07 36 44.7031914408 +42 26 37.283483076           ~ 22 0
88 LEDA 1906163 AG? 07 36 59.47189 +30 29 53.4069           ~ 6 0
89 SDSS J073759.17+335627.0 G 07 37 59.178 +33 56 27.01           ~ 3 0
90 Z 117-62 AG? 07 40 22.7432879424 +23 16 29.952956244   15.0       ~ 80 0
91 Z 117-65 G 07 40 42.6398720664 +23 37 34.450587048   15.3       ~ 19 0
92 LEDA 2128738 AG? 07 41 54.842 +38 29 53.71           ~ 7 0
93 2MASS J07440554+4642336 AG? 07 44 05.512 +46 42 34.19           ~ 3 0
94 SDSS J074501.45+435552.3 AG? 07 45 01.45511 +43 55 52.3498           ~ 3 0
95 SDSS J074619.80+395126.0 G 07 46 19.801 +39 51 26.08           ~ 4 0
96 Z 178-21 rG 08 03 28.9374016200 +33 27 44.584677684   14.7       ~ 43 0
97 Z 148-111 LSB 08 05 47.840 +30 13 51.94   15.5       ~ 24 0
98 Z 119-27 GiG 08 16 57.592 +20 30 44.64   15.5       ~ 32 0
99 2MASX J08171594+2453569 LSB 08 17 15.9318457704 +24 53 56.847743844           ~ 14 0
100 NGC 2553 GiG 08 17 34.9989520608 +20 54 11.072486592   15.0       ~ 62 0
101 IC 2269 LIN 08 18 08.8104132792 +23 02 51.650206728   15.6       ~ 25 0
102 LEDA 23346 LSB 08 19 24.2896527816 +21 00 12.814003584   16.17       ~ 23 0
103 IC 2293 GiG 08 19 32.1118241928 +21 23 39.531540444   15.2       ~ 45 0
104 NGC 2560 LIN 08 19 51.8925748104 +20 59 05.944189164   14.9       ~ 62 0
105 Z 149-17 EmG 08 20 09.9089899176 +27 05 36.356286228   15.00       ~ 44 0
106 Z 119-66 H2G 08 20 49.3281476592 +22 39 27.926526132   14.9       ~ 53 0
107 LEDA 2285534 AG? 08 22 15.781 +46 41 30.46           ~ 9 0
108 SDSS J082324.07+221600.4 AG? 08 23 24.072 +22 16 00.44           ~ 6 0
109 Z 32-22 GiG 08 25 17.4691651944 +03 56 00.885530544   15.1       ~ 23 0
110 IC 2365 AG? 08 26 18.0615586656 +27 50 24.465590844   14.7       ~ 24 0
111 LEDA 1761618 AG? 08 26 28.812 +26 04 29.11           ~ 7 0
112 LEDA 3996641 AG? 08 33 12.7281557352 +39 30 49.862157012           ~ 5 0
113 Z 237-6 AG? 08 33 55.2537754752 +47 08 03.932773044   15.7       ~ 13 0
114 SDSS J083420.17+502708.9 AG? 08 34 20.18130 +50 27 08.9226           ~ 7 0
115 Z 208-29 AGN 08 37 26.5879527816 +40 02 08.005548012   14.8       ~ 33 0
116 Z 208-34 GiG 08 39 00.6840660240 +40 20 45.993553656   15.0       ~ 22 0
117 Z 33-5 LIN 08 46 45.2253663504 +06 57 35.826417828   14.8       ~ 24 0
118 LEDA 3996969 AG? 08 47 21.986 +42 23 55.67           ~ 6 0
119 IC 2399 AG? 08 47 49.695 +18 54 42.77   15.6       ~ 12 0
120 LEDA 1578852 AG? 08 47 59.492 +19 02 56.43           ~ 11 0
121 Z 90-26 G 08 51 56.6676293064 +16 56 41.323045380   14.5       ~ 23 0
122 IC 2426 GiG 08 58 30.4792259352 +02 55 31.753800984   15.1       ~ 28 0
123 Z 238-4 LIN 09 00 58.4926591992 +47 47 43.361754036   15.6       ~ 26 0
124 NGC 2729 GiG 09 01 28.6157028312 +03 43 14.130034140   14.0       ~ 35 0
125 Z 6-6 EmG 09 08 54.37912 +01 25 57.0027   15.70       ~ 49 0
126 NGC 2767 GiG 09 10 11.8843397928 +50 24 04.698572400   14.4       ~ 57 0
127 NGC 2780 GiP 09 12 44.3905229280 +34 55 31.725869052   14.2       ~ 94 0
128 Z 209-32 G 09 14 13.0734720720 +43 08 05.986682844   14.8       ~ 27 0
129 Z 151-32 AGN 09 14 34.3184161128 +30 08 27.112998264   14.5       ~ 55 0
130 LEDA 2020885 AG? 09 14 48.8040414552 +33 01 15.287480256           ~ 9 0
131 IC 2450 EmG 09 17 05.310 +25 25 45.16   14.0       ~ 75 0
132 LEDA 3091427 AG? 09 35 05.7990090696 +09 38 57.163828092           ~ 16 0
133 NGC 2918 GiG 09 35 44.0389725240 +31 42 19.742708448   13.6       ~ 66 0
134 Z 122-38 LIN 09 37 57.9968638056 +25 29 41.289017712   14.3       ~ 65 0
135 LEDA 3531206 LIN 09 38 34.4575352544 +08 53 16.503466524           ~ 21 0
136 Z 239-18 GiG 09 39 34.6367592792 +48 25 18.470997732   15.1       ~ 35 1
137 LEDA 1143397 Sy2 09 46 28.559 -00 26 03.54   16.08 19.08 15.23   ~ 11 0
138 Z 63-65 Sy2 09 46 45.5780817720 +09 15 51.680612448   15.3       ~ 19 0
139 Z 63-66 GiG 09 46 48.9550532664 +09 44 10.089775932   14.6       ~ 24 0
140 Z 289-19 AG? 09 48 41.5962265920 +59 15 39.540907620   15.4       ~ 30 0
141 LEDA 1341454 AG? 09 52 35.110 +08 11 56.61           ~ 15 0
142 Z 239-45 LIN 09 57 35.5956947520 +45 13 47.729515872   14.70   13.16   ~ 39 0
143 Z 36-17 EmG 10 00 45.2072443824 +04 44 03.501481236   14.6       ~ 40 0
144 IC 2530 GiP 10 01 31.0613330520 +37 12 14.180825952   15.0       ~ 31 0
145 Z 289-27 AG? 10 02 00.9589261056 +59 15 08.223861924   15.0       ~ 18 0
146 NGC 3102 GiG 10 04 31.7648115648 +60 06 28.610881308   14.30       ~ 52 0
147 NGC 3111 rG 10 06 07.4385383064 +47 15 45.497845260   14.0       ~ 38 0
148 NGC 3156 GiG 10 12 41.2457368824 +03 07 45.701284764   12.8       ~ 241 0
149 IC 598 LIN 10 12 48.5669270904 +43 08 43.971776304   13.8       ~ 62 0
150 Z 123-24 AG? 10 12 52.815 +22 43 18.98   15.7       ~ 17 0
151 Z 313-14 G 10 20 43.3491319224 +65 10 19.504698636   14.1       ~ 28 0
152 Z 124-6 Sy2 10 21 21.1153444344 +24 20 29.001596604   15.3       ~ 20 0
153 Z 124-15 rG 10 22 06.0345834048 +21 03 54.376786476   15.7       ~ 22 0
154 Z 154-13 Sy2 10 25 47.6977449960 +26 34 14.613362148   14.6       ~ 22 0
155 Z 240-60 H2G 10 35 04.867 +46 33 41.22   14.1       ~ 56 0
156 Z 124-39 LIN 10 35 09.4027524552 +25 02 17.075810760   15.7       ~ 18 0
157 NGC 3300 LIN 10 36 38.4367313856 +14 10 15.994982964   13.4       ~ 115 0
158 NGC 3304 LIN 10 37 37.8940713000 +37 27 20.383081200   14.4       ~ 38 0
159 NGC 3376 AG? 10 47 26.5736600856 +06 02 53.248811604   14.40       ~ 49 0
160 Z 66-76 AG? 10 58 37.5665096616 +09 03 01.587767868   13.7       ~ 76 0
161 NGC 3491 rG 11 00 35.3955033816 +12 09 41.649549408   14.1       ~ 41 0
162 NGC 3524 GiP 11 06 32.1025569504 +11 23 07.539947340   13.4       ~ 45 0
163 NGC 3530 GiG 11 08 40.3857756096 +57 13 48.553797288   14.4       ~ 57 0
164 Z 185-32 LSB 11 17 40.253 +38 03 09.29   14.8       ~ 46 0
165 NGC 3643 GiG 11 21 24.9880210824 +03 00 50.185841256   14.8       ~ 33 0
166 MCG+07-24-001 AG? 11 23 01.571 +38 31 12.08   15       ~ 14 0
167 Z 39-161 AG? 11 23 18.836 +03 57 18.81   15.7       ~ 10 0
168 LEDA 2138143 AG? 11 24 06.4764676344 +38 51 23.079911040           ~ 10 0
169 NGC 3731 LIN 11 34 11.6735853360 +12 30 44.367759108   14.3       ~ 41 0
170 Z 186-15 GiG 11 38 36.2391676584 +33 52 04.554020352   15.1       ~ 23 0
171 IC 716 SyG 11 39 03.3319755216 -00 12 21.732857604   14.80       ~ 77 2
172 LEDA 2608407 G 11 44 24.4972921368 +60 53 02.621063544           ~ 8 0
173 LEDA 1068442 AG? 11 49 12.790 -03 39 34.50   16.842   16.005   ~ 10 0
174 NGC 3922 GiG 11 51 13.4350927728 +50 09 24.771563208   13.8       ~ 59 0
175 Z 186-57 AG? 11 51 28.0620364752 +35 26 03.752557008   14.3       ~ 39 0
176 NGC 3935 GiG 11 52 24.0610674888 +32 24 13.729563180   14.0       ~ 48 1
177 LEDA 2667196 AG? 11 56 07.071 +64 21 02.61           ~ 10 0
178 Z 292-51 AG? 11 56 56.404 +60 19 46.41   15.5       ~ 11 0
179 Z 292-54 LIN 11 57 42.8928155424 +57 33 56.902659912   14.6       ~ 22 0
180 SDSS J115856.19+312510.7 AG? 11 58 56.192 +31 25 10.78           ~ 7 0
181 IC 2986 LIN 11 59 49.6087786392 +30 50 39.907068684   15.0       ~ 29 0
182 Z 41-39 GiG 12 05 59.4641876784 +02 29 53.650135572   15.1       ~ 34 0
183 MCG+11-15-024 AG? 12 07 12.062 +63 53 26.21   16       ~ 10 0
184 NGC 4124 EmG 12 08 09.6312226800 +10 22 44.303673612   12.7       ~ 167 1
185 Z 215-33 EmG 12 08 55.0537236360 +41 44 27.144544812   14.3       ~ 82 0
186 IC 3019 GiG 12 09 22.257 +13 59 32.73   15.0       ~ 114 0
187 MCG+11-15-032 AG? 12 10 12.540 +64 45 37.81   16       ~ 16 0
188 NGC 4149 GiG 12 10 32.854 +58 18 14.81   13.9       ~ 72 0
189 IC 767 GiG 12 11 02.7290142024 +12 06 14.382907236   14.6       ~ 64 0
190 IC 3032 GiG 12 11 07.764 +14 16 30.17   15.3       ~ 89 0
191 NGC 4165 GiP 12 12 11.8004144880 +13 14 47.411409372 14.59 14.38 13.54     ~ 136 2
192 NGC 4168 Sy2 12 12 17.2692381408 +13 12 18.688208724 12.58 12.11 11.18     ~ 393 1
193 MCG+03-31-071 AG? 12 12 18.984 +15 28 59.13   16.02       ~ 25 0
194 NGC 4175 AGN 12 12 31.086 +29 10 08.06   14.2 13.45 12.71   ~ 119 0
195 IC 3065 GiG 12 15 12.5592175920 +14 25 58.469336508   14.7       ~ 109 0
196 NGC 4221 GiG 12 15 59.8653888336 +66 13 51.056783760   13.6       ~ 51 0
197 MCG+08-22-086 AG? 12 16 02.227 +46 43 58.18   16       ~ 13 0
198 IC 3081 AG? 12 16 09.0661264512 +12 41 28.641852744   15.60       ~ 33 0
199 IC 3096 GiP 12 16 52.493 +14 30 52.04   15.4       ~ 51 0
200 IC 3097 AG? 12 17 01.1061950928 +09 24 27.173437596   15.3       ~ 40 0
201 LEDA 1273077 AG? 12 19 21.121 +04 46 24.51           ~ 13 0
202 Z 243-69 AG? 12 19 32.0983641768 +49 48 56.659381776   13.7       ~ 35 0
203 NGC 4271 LIN 12 19 32.5878502080 +56 44 11.701047336   13.7       ~ 36 0
204 NGC 4282 GiG 12 20 24.2894876304 +05 34 22.162152252   14.7       ~ 37 0
205 IC 3192 AG? 12 21 04.806 +11 45 16.55   16       ~ 39 0
206 NGC 4306 GiP 12 22 04.087 +12 47 13.96   14.4       ~ 113 0
207 Z 99-28 GiP 12 22 19.530 +14 45 38.11   15.2       ~ 141 0
208 LEDA 40141 GiC 12 22 50.8528323312 +13 35 34.296156096   16.2     14.4 ~ 26 0
209 NGC 4352 GiG 12 24 05.0220445416 +11 13 05.086056576   14.0       ~ 174 0
210 LEDA 40315 GiG 12 24 05.262 +10 04 03.88   16       ~ 22 0
211 NGC 4391 GiG 12 25 18.7880510832 +64 56 00.516778656   13.8       ~ 50 0
212 NGC 4421 GiG 12 27 02.5337064504 +15 27 41.371676640 12.81 12.47 11.60     ~ 120 1
213 NGC 4425 GiG 12 27 13.3361738592 +12 44 05.190746352 13.12 12.73 11.83     ~ 198 1
214 IC 794 GiG 12 28 08.6096744256 +12 05 35.874205512   14.07 13.44   12.39 ~ 121 1
215 NGC 4482 GiG 12 30 10.3245430152 +10 46 46.088237784   14.2       ~ 182 0
216 NAME Virgo Cluster ClG 12 30 47.8 +12 23 07           ~ 7107 0
217 IC 3468 GiG 12 32 14.2119323256 +10 15 05.173970472   14.6       ~ 148 0
218 LEDA 41603 AG? 12 32 39.009 +10 05 31.46   16       ~ 30 0
219 NGC 4521 GiP 12 32 47.6521626240 +63 56 21.065674776   13.0       ~ 92 0
220 IC 3487 GiG 12 33 13.601 +09 23 49.76   15.1       ~ 85 0
221 NGC 4543 GiG 12 35 20.281 +06 06 55.14   14.6       ~ 35 0
222 IC 3586 GiG 12 36 54.858 +12 31 12.49   15.3       ~ 114 0
223 NGC 4580 LIN 12 37 48.3754581432 +05 22 06.630315636   13.1       ~ 233 0
224 NGC 4584 H2G 12 38 17.8738601928 +13 06 35.504341524   13.77       ~ 137 1
225 IC 3625B GiC 12 39 37.713 +10 58 32.67   16     14.5 ~ 27 0
226 IC 3635 GiG 12 40 13.334 +12 52 29.98   15.5       ~ 86 0
227 IC 3663 GiC 12 41 39.412 +12 14 50.63   15.65     14.0 ~ 81 0
228 NGC 4620 GiG 12 41 59.3482988376 +12 56 34.244877840   14.0       ~ 94 0
229 IC 3806 GiG 12 48 55.4169349128 +14 54 27.589496616   14.6       ~ 54 0
230 IC 830 LIN 12 51 16.5187732608 +53 41 46.683303648   14.3       ~ 26 0
231 Z 71-59 AG? 12 51 41.529 +13 05 41.83   15.7       ~ 14 0
232 LEDA 183384 AG? 12 52 33.749 -01 43 48.64   15.917   15.156   ~ 14 0
233 NGC 4880 GiG 13 00 10.5729961968 +12 28 59.886650244   13.3       ~ 91 0
234 Z 271-17 AG? 13 08 42.1416032928 +52 01 00.629607108   14.7       ~ 19 0
235 Z 271-26 LIN 13 14 46.0398083712 +53 49 13.211888880   15.0       ~ 19 0
236 IC 875 GiG 13 17 07.5495686928 +57 32 22.150788792   13.9       ~ 59 0
237 NGC 5166B GiC 13 28 33.0369728904 +32 04 09.709066848   15.528       ~ 20 0
238 2MASS J13362008+3806537 AG? 13 36 20.0819173920 +38 06 53.502802308           ~ 8 0
239 Z 218-31 AG? 13 39 03.1569247176 +43 33 58.559818536   15.4       ~ 19 0
240 Z 190-59 G 13 48 34.6643260200 +37 06 47.925226260   14.90       ~ 38 0
241 Z 295-15 LSB 13 48 56.719 +59 50 10.73   15.3       ~ 20 0
242 Z 218-60 GiG 13 50 41.4704452584 +40 16 45.686084808   15.2   13.70   ~ 24 0
243 LEDA 2106967 AG? 13 52 53.1946461840 +37 41 22.284183480           ~ 14 0
244 UGC 8799 AG? 13 53 19.84 +05 46 17.9   16.5       ~ 19 0
245 NGC 5352 rG 13 53 38.4324030744 +36 08 02.534111916   14.4       ~ 43 1
246 NGC 5360 GiP 13 55 38.679 +04 59 05.09   14.9       ~ 72 0
247 Z 46-13 AG? 13 56 55.5784500624 +05 09 06.809282604   15.7       ~ 11 0
248 Z 246-28 GiG 13 56 58.0631953080 +45 58 23.672587944   14.3       ~ 66 0
249 Z 74-17 GiC 13 57 29.5289264616 +09 57 03.243828636   15.6       ~ 17 0
250 MCG+10-20-057 AG? 13 58 42.887 +61 51 45.46   16       ~ 9 0
251 LEDA 2506745 AG? 14 00 58.2457520328 +55 34 05.066087268           ~ 11 0
252 Z 191-32 EmG 14 01 24.0226054608 +36 48 00.466221348   15.2   13.43   ~ 41 0
253 NGC 5439 EmG 14 01 57.664 +46 18 42.56   14.60       ~ 58 0
254 Z 191-44 GiG 14 03 47.1592433616 +35 44 30.020646840   14.2       ~ 43 0
255 Z 46-45 AG? 14 04 15.8435637792 +04 06 43.884701280   14.10       ~ 36 1
256 LEDA 99782 AG? 14 04 42.9884405544 +55 26 06.504065880           ~ 11 0
257 NGC 5475 GiG 14 05 12.4060318056 +55 44 30.694106112   13.4       ~ 107 0
258 Z 272-32 GiG 14 07 39.2769935208 +54 47 40.635200328   14.7       ~ 52 0
259 Z 295-37 AG? 14 09 54.9546238272 +56 49 21.615692628   15.4       ~ 16 0
260 MCG+09-23-057 AG? 14 13 21.918 +54 40 07.31   16       ~ 10 0
261 LEDA 2066503 AG? 14 19 29.0858424432 +35 34 01.113587688           ~ 10 0
262 Z 192-17 GiG 14 24 42.1392666912 +35 16 01.796501712   15.4   13.63 12.99 ~ 37 1
263 Z 19-19 AG? 14 25 08.9838740064 -01 06 48.573418392   15.6   15.031   ~ 20 0
264 Z 247-32 GiG 14 29 14.4628913448 +44 41 56.451152832   15.2       ~ 50 0
265 NGC 5644 GiG 14 30 25.5804273288 +11 55 40.778045760   14.1       ~ 35 0
266 LEDA 4553986 AG? 14 31 49.73778 +27 53 30.3514           ~ 10 0
267 Z 220-47 GiG 14 41 32.9591507856 +38 51 04.887607176   13.8       ~ 46 0
268 LEDA 2608229 AG? 14 42 16.517 +60 52 23.25   16.5       ~ 13 0
269 2MASXI J1445157-000935 LSB 14 45 15.810 -00 09 34.31   15.78       ~ 23 0
270 Z 193-2 AG? 14 48 59.088 +33 11 35.72   15.7       ~ 14 0
271 Z 221-8 SyG 14 54 19.3714984536 +38 48 30.082326912   15.6       ~ 21 0
272 NGC 5776 rG 14 54 32.7448098600 +02 57 59.282616384   14.7       ~ 29 0
273 Z 273-35 LIN 14 57 11.294 +52 20 45.61   14.6       ~ 38 0
274 Z 20-39 GiG 14 58 48.7186892424 +02 01 24.710276208   14.9   13.02   ~ 32 0
275 Z 20-42 GiG 15 00 16.5832431024 +02 18 02.598103260   15.4   14.05   ~ 23 0
276 Z 20-44 H2G 15 01 03.124 +00 42 26.97   15.6   14.57   ~ 29 0
277 NGC 5848 GiP 15 06 35.0399158656 +02 00 17.384867892   14.8   12.70   ~ 40 0
278 Z 249-11 G 15 11 48.3761368296 +46 15 13.912110900   15.4       ~ 33 0
279 LEDA 1215336 AG? 15 12 24.0474460704 +02 04 48.207469440           ~ 11 0
280 LEDA 1176138 AG? 15 12 31.735 +00 48 45.50           ~ 12 0
281 Z 297-7 Sy2 15 13 29.224 +58 30 33.22   15.0       ~ 31 0
282 LEDA 3124577 AG? 15 17 29.448 +03 35 07.97           ~ 5 0
283 Z 77-110 LIN 15 23 35.2451273184 +09 20 46.152271608   14.9       ~ 38 0
284 Z 51-21 AG? 16 02 11.6151683568 +07 05 09.904216668   15.0       ~ 65 0
285 Z 250-41 LSB 16 02 16.399 +49 12 11.00   15.6       ~ 16 0
286 LEDA 101540 EmG 16 34 39.8956747488 +46 57 37.280229768   16.7       ~ 13 0
287 Z 109-34 H2G 16 35 20.7122597904 +17 45 55.216554552   15.5       ~ 22 0
288 IC 1226 Sy2 16 41 06.5661754032 +46 00 14.623732368   15.4       ~ 20 0
289 Z 225-21 LIN 16 58 50.6868607152 +40 07 16.204806444   14.9       ~ 25 0
290 Z 299-45 AG? 17 01 12.967 +60 15 04.85   15.1       ~ 16 0
291 SDSS J170129.64+224352.0 AG? 17 01 29.63384 +22 43 51.9783           ~ 7 0
292 LEDA 3367055 AG? 20 54 12.195 -05 11 31.48           ~ 9 0
293 Z 374-42 AG? 21 04 51.9628659960 +00 26 52.684989612   15.5       ~ 21 0
294 LEDA 1188505 EmG 21 13 07.726 +01 13 47.13           ~ 16 0
295 2MASS J21151621+0953465 AG? 21 15 16.21704 +09 53 46.5900           ~ 5 0
296 Z 426-29 LIN 21 16 24.7645087464 +10 16 24.100792500   15.50       ~ 44 0
297 SDSS J211806.60-074256.7 AG? 21 18 06.6144778392 -07 42 56.976519996           ~ 5 0
298 LEDA 1374286 AG? 21 28 29.098 +10 04 52.39           ~ 8 0
299 Z 426-62 LIN 21 31 37.5583160520 +11 49 53.933296620   15.5       ~ 28 0
300 LEDA 4014261 AG? 21 45 22.58935 +12 16 06.5139           ~ 7 0
301 LEDA 3091051 AG? 21 50 27.5539414656 +12 38 10.347436068           ~ 9 0
302 Z 427-27 AG? 21 50 38.4121520664 +13 17 17.474907336   15.4       ~ 26 0
303 SDSS J215222.46-011015.7 AG? 21 52 22.47360 -01 10 15.7777           ~ 7 0
304 Z 428-14 Sy2 22 01 41.6292212064 +11 51 24.381447048   15.6       ~ 37 1
305 LEDA 4014331 AG? 22 04 08.773 -00 55 32.66           ~ 10 0
306 SDSS J222019.82-084617.0 G 22 20 19.8286923888 -08 46 16.977972684           ~ 5 0
307 LEDA 3504226 AG? 22 24 44.1322416288 +12 21 40.595136444           ~ 13 0
308 LEDA 1167128 AG? 22 33 49.77 +00 28 58.4           ~ 10 0
309 LEDA 1459752 AG? 22 40 17.450 +14 29 56.84           ~ 13 0
310 LEDA 1165346 G 22 51 43.1620565400 +00 24 55.030130712           ~ 19 0
311 LEDA 1175285 AG? 23 04 04.152 +00 46 50.43           ~ 18 0
312 LEDA 4008821 AG? 23 16 03.79100 +13 47 05.5674           ~ 5 0
313 Z 380-23 LIN 23 18 08.3934790320 -00 23 25.710275796   15.0       ~ 34 0
314 LEDA 86489 LSB 23 19 09.42305 +15 43 37.4540   16.5       ~ 17 0
315 LEDA 1474455 AG? 23 20 28.2122473584 +15 04 20.877085956           ~ 12 0
316 Z 380-35 G 23 20 29.0731259760 -01 00 08.714874852   15.1       ~ 32 0
317 Z 431-53 Sy2 23 23 27.0427103592 +14 19 32.994842952   15.7       ~ 28 0
318 LEDA 3375782 G 23 24 23.5321854048 +15 26 36.357194148           ~ 10 0
319 Z 432-2 AG? 23 33 27.0131202624 +14 20 07.010986344   15.3       ~ 31 0
320 LEDA 989944 EmG 23 36 34.43482 -09 31 31.9995   16.22   15.31   ~ 9 0
321 LEDA 1483255 AG? 23 38 26.052 +15 23 10.95           ~ 6 0
322 MCG+00-60-032 G 23 40 32.761 -00 33 02.97   14.5       ~ 21 0
323 LEDA 3505440 AG? 23 40 42.6845618448 -09 23 36.560156640           ~ 8 0
324 LEDA 1137765 G 23 41 25.9316560560 -00 39 43.966318464   16.65   15.38   ~ 17 0
325 Z 381-31 AG? 23 43 55.9561664616 +00 13 05.002906512   15.6       ~ 30 0
326 Z 432-30 SyG 23 47 03.7890334512 +14 50 30.337049904   15.2       ~ 27 0
327 Z 455-51 AGN 23 48 45.0844793928 +15 55 43.564829556   15.60       ~ 41 0
328 LEDA 1482907 AG? 23 51 14.65212 +15 22 23.8788           ~ 10 0
329 LEDA 971008 AG? 23 52 42.63264 -11 00 53.1000           ~ 4 0
330 Z 381-58 Sy2 23 53 31.0054376040 -00 44 24.557517168   15.7       ~ 30 0
331 LEDA 1153687 G 23 56 11.2746892584 -00 01 45.341434956           ~ 10 0

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