2019MNRAS.486.5785S

Query : 2019MNRAS.486.5785S

2019MNRAS.486.5785S - Mon. Not. R. Astron. Soc., 486, 5785-5808 (2019/July-2)

Investigating the diversity of Type Ia supernova spectra with the open-source relational data base KAEPORA.

SIEBERT M.R., FOLEY R.J., JONES D.O., ANGULO R., DAVIS K., DUARTE A., STRASBURGER E., CONLON M., KAZMI N., NISHIMOTO R., SCHUBERT M., SUN L. and TIPPENS R.

Abstract (from CDS):

We present a public, open-source relational data base (we name KAEPORA) containing a sample of 4975 spectra of 777 Type Ia supernovae (SNe Ia). Since we draw from many sources, we significantly improve the spectra by inspecting these data for quality, removing galactic emission lines and cosmic rays, generating variance spectra, and correcting for the reddening caused by both MW and host-galaxy dust. With our data base, we organize this homogenized data set by 56 unique categories of SN-specific and spectrum-specific metadata. With KAEPORA, we produce composite spectra of subpopulations of SNe Ia and examine how spectral features correlate with various SN properties. These composite spectra reproduce known correlations with phase, light-curve shape, and host-galaxy morphology. With our large data set, we are also able to generate fine-grained composite spectra simultaneously over both phase and light-curve shape. The colour evolution of our composite spectra is consistent with other SN Ia template spectra, and the spectral properties of our composite spectra are in rough agreement with these template spectra with some subtle differences. We investigate the spectral differences of SNe Ia that occur in galaxies with varying morphologies. Controlling for light-curve shape, which is highly correlated with host-galaxy morphology, we find that SNe Ia residing in late-type and early-type galaxies have similar spectral properties at multiple epochs. However for SNe Ia in these different environments, their spectra appear to have Ca II near-infrared triplet features that have slightly different strengths. Although this is apparent in the composite spectra and there is some difference in the populations as seen by individual spectra, this difference is not large enough to indicate differences in the underlying populations. All individual spectra and metadata are available in our open-source data base KAEPORA along with the tools developed for this investigation to facilitate future investigations of SN Ia properties.

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

Journal keyword(s): supernovae: general

VizieR on-line data: <Available at CDS (J/MNRAS/486/5785): sources.dat table1.dat>

Simbad objects: 773

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Number of rows : 773
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 SN 2003lq SN* 00 03 04.02 -01 54 45.5     17.2     SNIa 15 1
2 SN 2006sr SN* 00 03 35.023 +23 11 45.67     17.4     SNIa 58 1
3 SN 2008hj SN* 00 04 01.913 -11 10 08.35           SNIa 45 1
4 SN 2003it SN* 00 05 48.523 +27 27 08.61     17.2     SNIa 46 1
5 SN 2000dg SN* 00 06 13.81 +08 53 17.5     17.8     SNIa 26 1
6 SN 2002hw SN* 00 06 49.06 +08 37 48.5     16.8     SNIa 49 1
7 SN 1998dk SN* 00 14 32.16 -00 44 10.9   14.93       SNIa 65 1
8 SN 2008db SN* 00 14 39.36 -07 19 23.5           SNIa 9 1
9 LEDA 1506233 G 00 15 00.070 +16 19 59.67           ~ 6 0
10 SN 1994X SN* 00 15 20.62 -24 53 50.5       18.5   SNIa 9 1
11 SN 1999cw SN* 00 20 01.46 -06 20 03.6     14.2     SNIa 34 1
12 SN 2016eoa SN* 00 21 23.100 +22 26 08.30           SNIa 15 0
13 SN 2007A SN* 00 25 16.66 +12 53 12.5     16.0     SNIa 82 1
14 SN 1997cw SN* 00 25 17.27 +12 53 06.2   16.00       SNIapec 48 1
15 SN 2005hk SN* 00 27 50.89 -01 11 53.3   15.92       SNIax 240 1
16 SN 2000fd SN* 00 29 12.09 +33 06 29.5     17.7     SNIa 9 1
17 SN 2008ds SN* 00 29 50.83 +31 23 33.9           SNIapec 22 1
18 SN 1996bl SN* 00 36 17.97 +11 23 40.5   17.05 16.63     SNIa 69 1
19 SN 2006ej SN* 00 38 59.77 -09 00 56.6   16.0 16.4     SNIa 78 1
20 SN 2003ic SN* 00 41 50.335 -09 18 19.12     17.6     SNIa 52 1
21 SN 2006et SN* 00 42 45.82 -23 33 30.4     16.1     SNIa 82 1
22 SN 2008hz SN* 00 43 18.62 +42 10 14.2           SNIa 9 1
23 SN 2003im SN* 00 44 59.28 -08 53 11.5     17.4     SNIa 16 1
24 SN 2006mo SN* 00 46 38.479 +36 19 57.69     18.2     SNIa 40 1
25 SN 1991ay SN* 00 47 18.98 +40 32 28.0   18.5       SNIa 10 1
26 SN 1998de SN* 00 48 06.88 +27 37 28.5   17.56       SNIapec 92 1
27 SN 2006gt SN* 00 56 17.30 -01 37 46.0     18.5     SNIap 67 1
28 SN 2006nz SN* 00 56 29.21 -01 13 36.1           SNIa 30 1
29 SN 2008ee SN* 00 56 32.96 -01 46 16.0           SNIa 14 1
30 SN 2007nq SN* 00 57 33.60 -01 23 19.5     17.6     SNIa 50 1
31 SN 1999ef SN* 00 58 46.2 +12 44 45   15.72       SNIa 40 2
32 SN 2000dr SN* 01 01 44.04 -15 34 09.1     18.1     SNIa 31 1
33 SN 2003iz SN* 01 02 06.75 +26 56 21.3     17.7     SNIa 12 1
34 SN 1998ef SN* 01 03 26.87 +32 14 12.4   15.21       SNIa 75 1
35 SNF 20080720-001 SN* 01 05 27.31 +37 51 07.9           SNIa 10 0
36 SN 2000dk SN* 01 07 23.52 +32 24 23.2   15.63 15.2     SNIa 109 1
37 SN 1998dw SN* 01 09 11.56 -15 29 46.7     18.8     SNIa 11 2
38 SN 1991at SN* 01 10 40.00 +16 36 30.0   18.0 18.0     SNIa 8 1
39 SN 2007if SN* 01 10 51.37 +15 27 39.9   23.3 19.5     SNIap 142 1
40 SN 1995Y SN* 01 10 59.53 +33 08 42.2     18     SNIa 11 1
41 SN 2008fr SN* 01 11 49.14 +14 38 27.0           SNIa 36 1
42 SN 2006eb SN* 01 13 41.10 -00 06 06.4     17.5     SNIa 13 1
43 SN 2006di SN* 01 13 46.85 -31 44 30.2     16.1     SNIa 8 1
44 SN 2006hx SN* 01 13 57.31 +00 22 18.0           SNIa 50 1
45 SN 2008gl SN* 01 20 54.82 +04 48 19.1           SNIa 53 1
46 SN 2002jy SN* 01 21 16.231 +40 29 55.29     16.3     SNIa 43 1
47 SN 1999ej SN* 01 22 57.38 +33 27 58.0   15.65       SNIa 77 1
48 SN 2003lc SN* 01 23 25.82 +30 47 14.9     17.0     SNIa 11 1
49 SN 2000cx SN* 01 24 46.150 +09 30 30.89           SNIap 227 1
50 SN 2008Q SN* 01 24 57.23 +09 33 01.5     16.5     SNIa 58 1
51 SN 2001en SN* 01 25 22.855 +34 01 30.08     17.5     SNIa 68 1
52 SN 1998dm SN* 01 26 13.97 -06 06 14.0   14.70       SNIa 71 1
53 SN 2005hj SN* 01 26 48.40 -01 14 17.2       17.40   SNIa 100 1
54 SN 2005hf SN* 01 27 05.990 +19 07 00.84     16.7     SNIa 33 1
55 SN 1993ae SN* 01 29 48.91 -01 58 37.1   15.46 15.31     SNIa 62 1
56 SN 1999dk SN* 01 31 26.92 +14 17 05.7   15.06       SNIa 83 1
57 SN 1998es SN* 01 37 17.60 +05 52 50.6   13.99       SNIapec 128 1
58 SNF 20080825-010 SN* 01 37 40.94 -13 18 53.6           SNIa 8 0
59 SN 2001eh SN* 01 38 12.10 +41 39 18.8     16.5     SNIa 59 1
60 SN 2008A SN* 01 38 17.38 +35 22 13.7     17.6     SNIax 69 1
61 SN 2000dl SN* 01 42 05.77 +07 39 58.2       18   SNIa 7 1
62 SN 2001dn SN* 01 44 35.22 +37 41 49.7     15.5     SNIa 11 1
63 SN 2006fw SN* 01 47 10.340 -00 08 49.07           SNIa 42 1
64 SN 1996bo SN* 01 48 22.86 +11 31 15.1           SNIa 78 1
65 SN 2002eu SN* 01 49 43.60 +32 37 43.0     17.4     SNIa 41 1
66 SN 2005W SN* 01 50 45.75 +21 45 35.6     15.2     SNIa 62 1
67 SN 2006je SN* 01 50 53.28 +33 05 53.2     17.8     SNIapec 24 1
68 SN 2006ob SN* 01 51 48.132 +00 15 48.46           SNIa 68 1
69 SN 2001ed SN* 01 51 51.08 +06 17 27.4     14.9     SNIa 19 1
70 SN 2003iu SN* 01 55 24.55 +21 17 06.4     16.4     SNIa 9 1
71 SN 2001dm SN* 01 55 40.55 -29 55 20.7     15.4     SNIa 11 1
72 SN 2002gc SN* 01 55 46.56 +46 48 19.4     17.4     SNIa 11 1
73 SN 2005hc SN* 01 56 47.976 -00 12 48.62           SNIa 99 1
74 SN 2002fb SN* 01 57 48.90 +36 20 26.3     17.1     SNIapec 36 1
75 SN 2006td SN* 01 58 15.761 +36 20 57.77     15.1     SNIa 38 1
76 SN 2004fz SN* 02 01 06.41 +31 52 44.2     15.9     SNIa 33 1
77 SN 1998dj SN* 02 01 06.92 -06 49 04.8     16.1     SNIa 14 1
78 SN 2001es SN* 02 02 08.27 +19 05 27.5     18     SNIa 10 1
79 SN 2004dt SN* 02 02 12.770 -00 05 51.50           SNIa 150 1
80 SN 2006ef SN* 02 04 19.529 -08 43 42.49     15.6     SNIa 65 1
81 SN 2008er SN* 02 04 36.27 +47 56 10.4           SNIa 14 1
82 SN 2007qd SN* 02 09 33.56 -01 00 02.2           SNIapec 43 1
83 SN 2001ds SN* 02 10 08.73 +36 42 20.3     16.2     SNIa? 8 1
84 SN 2005lz SN* 02 10 49.728 +34 58 57.83     17.8     SNIa 40 1
85 SN 2001ec SN* 02 12 00.43 +31 32 43.8     17.8     SNIa 12 1
86 SN 2006ot SN* 02 15 04.84 -20 45 58.2     17.4     SNIap 48 1
87 SN 2002hu SN* 02 18 20.028 +37 27 58.57   16.83       SNIa 55 1
88 SN 2000dx SN* 02 18 26.88 +05 39 02.0     17.3     SNIa 14 1
89 SN 2005dm SN* 02 18 39.29 -06 54 10.5     17.6     SNIapec 20 1
90 SN 2006ce SN* 02 22 54.63 -21 14 29.4     12.4     SNIa 17 1
91 SN 2008hs SN* 02 25 29.62 +41 50 35.1           SNIa 35 1
92 SN 2006em SN* 02 25 44.30 +41 56 31.8     17.5     SNIapec 31 1
93 SN 2002eh SN* 02 26 08.45 +31 54 45.2     16.4     SNIa 10 1
94 SN 2007E SN* 02 26 34.41 -15 50 36.5     15.9     SNIa 7 1
95 SN 2003gs SN* 02 27 38.36 -01 09 35.4     14.0     SNIap 63 1
96 SN 2005eu SN* 02 27 43.30 +28 10 37.8     17.6     SNIa 67 2
97 SN 2001if SN* 02 28 54.93 +38 05 52.7     17.2     SNIa 6 1
98 SN 2005A SN* 02 30 43.25 -02 56 19.8     17.1     SNIa 60 1
99 SN 1999gp SN* 02 31 39.15 +39 22 52.3   16.04       SNIa 98 1
100 SN 2002gx SN* 02 31 44.69 +40 16 39.5     19.0     SNIa 7 1
101 SN 2007ir SN* 02 33 41.90 +37 40 08.2     17.4     SNIa 13 1
102 SN 2002fi SN* 02 33 54.40 -21 02 29.4   18.3 18.5     SNIa 7 1
103 SN 1999dq SN* 02 33 59.68 +20 58 30.4   14.68       SNIapec 126 1
104 SN 2005lu SN* 02 36 03.754 -17 15 49.50     17.1     SNIa 47 1
105 SN 2001eu SN* 02 37 58.8 -01 01 39           SNIa 9 1
106 SN 2009ig SN* 02 38 11.62 -01 18 45.3           SNIa-norm 168 1
107 SN 2004fd SN* 02 43 15.25 +32 25 25.6     15.7     SNIa 15 1
108 SN 1995ak SN* 02 45 48.83 +03 13 50.1   16.23 16.07     SNIa 69 1
109 SN 2007so SN* 02 47 43.13 +13 15 14.8     17.0     SNIa 11 1
110 SN 2003hm SN* 02 48 58.39 +03 10 07.6     17.7     SNIa 14 1
111 SN 2003iv SN* 02 50 07.244 +12 50 45.28     17.2     SNIa 45 1
112 SN 2008ey SN* 02 51 42.39 +42 49 51.5           SNIa 9 1
113 SN 2000dp SN* 02 52 44.41 -14 31 54.7     16.8     SNIa 11 1
114 SN 2005ls SN* 02 54 15.97 +42 43 29.8     15.8     SNIa 34 1
115 SN 2006os SN* 02 55 01.01 +16 00 34.8     17.2     SNIa 45 1
116 SN 2004go SN* 02 55 41.76 -14 14 14.5     16.5     SNIa 14 1
117 SN 1998fc SN* 02 59 12.61 +03 29 39.0       20.5   SNIa 14 1
118 SN 2003kd SN* 03 00 45.80 +44 27 13.0     17.1     SNIa 10 1
119 SN 2001dw SN* 03 00 47.88 +11 46 27.5     16.6     SNIa 9 1
120 SN 2003ls SN* 03 01 00.39 -10 53 04.5     16.5     SNIa 7 2
121 SN 2005gj SN* 03 01 11.96 -00 33 13.9   18.6       SNIapec 209 1
122 SN 2003hw SN* 03 01 50.02 +35 44 36.4     18.3     SNIa 11 1
123 SN 2005do SN* 03 02 00.42 +41 34 34.2     17.4     SNIa 11 1
124 SN 1993ab SN* 03 02 01.5 +42 34 53     18     SNIa 14 1
125 SN 2008R SN* 03 03 53.70 -11 59 39.4     15.5     SNIa 44 1
126 SN 2003hv SN* 03 04 09.32 -26 05 07.5     12.5     SNIa 134 1
127 SN 2003V SN* 03 05 43.05 -01 24 12.8     18.2     SNIa 7 1
128 SN 2005eq SN* 03 08 49.31 -07 01 59.7     17.4     SNIa 95 1
129 SN 2008gy SN* 03 10 00.96 +19 13 23.1           SNIa 12 1
130 SN 2001ew SN* 03 13 07.46 +42 26 14.9     17     SNIa 9 1
131 SN 2008L SN* 03 17 16.596 +41 22 56.24       18.7   SNIa 44 1
132 SN 2006gj SN* 03 17 35.80 -01 41 30.2     17.8     SNIa 50 1
133 SN 2008fg SN* 03 18 44.13 +41 28 57.1           SNIa 11 1
134 SN 2005mz SN* 03 19 49.88 +41 30 18.6     18.2     SNIa 39 1
135 SN 2003if SN* 03 19 52.61 -26 03 50.5     17.6     SNIa 13 1
136 SN 1991bc SN* 03 20 45.66 -01 02 47.0     16     SNIa 13 1
137 SN 2002fk SN* 03 22 05.71 -15 24 03.2     15.7     SNIa 113 1
138 SN 2006dd SN* 03 22 41.64 -37 12 13.2   14.5 15.0     SNIa 87 1
139 SN 2006mr SN* 03 22 42.84 -37 12 28.5     15.6     SNIap 78 1
140 SN 1980N SN* 03 23 00.319 -37 12 49.90   12.5 12.37     SNIa 159 1
141 SN 2008gp SN* 03 23 00.73 +01 21 42.8           SNIa 51 1
142 SN 2002es SN* 03 23 47.23 +40 33 53.5     16.4     SNIapec 71 1
143 SN 2007ry SN* 03 25 43.16 +41 14 41.6     17.9     SNIa 7 1
144 SN 2006H SN* 03 26 01.49 +40 41 42.5     17.0     SNIa 27 2
145 SN 2007jg SN* 03 29 50.81 +00 03 24.6           SNIa 56 1
146 SN 1993Y SN* 03 31 24.41 +39 45 02.7     17     SNIa 12 1
147 SN 2012fr SN* 03 33 35.99 -36 07 37.7           SNIa-norm 178 1
148 SN 2005ke SN* 03 35 04.35 -24 56 38.8     17.2     SNIap 162 1
149 SN 2003in SN* 03 35 33.31 +05 03 52.7     17.8     SNIa 11 1
150 SN 2007jh SN* 03 36 01.536 +01 06 12.11           SNIa 39 1
151 SN 1992A SN* 03 36 27.41 -34 57 31.4   12.56 12.50     SNIa 409 1
152 SN 1990Y SN* 03 37 22.630 -33 02 33.11           SNIa 51 1
153 SN 2007on SN* 03 38 50.90 -35 34 30.0       14.9   SNIa 153 1
154 SN 2011iv SN* 03 38 51.4 -35 35 32           SNIa-norm 96 1
155 SN 2005ew SN* 03 39 23.741 +35 02 48.98       15.1   SNIa 16 1
156 SN 1991bj SN* 03 41 30.47 -04 39 49.5     18.8     SNIapec 20 1
157 SN 2006kf SN* 03 41 50.48 +08 09 25.0     17.4     SNIa 78 1
158 SN 2007kk SN* 03 42 23.258 +39 14 30.30     18.3     SNIa 45 1
159 SN 2006es SN* 03 42 24.48 +39 14 31.0     18.0     SNIa 11 1
160 SN 2001el SN* 03 44 30.60 -44 38 23.4   12.81       SNIa 281 1
161 SN 2003lb SN* 03 45 05.67 +20 45 39.3       15.8   SNIa 8 1
162 SN 2008hy SN* 03 45 08.45 +76 39 55.5           SNIa 10 1
163 SN 1991bb SN* 03 53 35.00 +19 05 54.0   17.7       SNIa 13 1
164 SN 1991bd SN* 04 02 49.66 +01 58 26.4     16.5     SNIa 16 1
165 SN 2003ay SN* 04 07 26.25 +28 07 55.4     19.1     SNIa 6 1
166 SN 2008ge SN* 04 08 24.68 -47 53 47.4           SNIapec 63 1
167 SN 2009ab SN* 04 16 36.39 +02 45 51.0           SNIa 33 1
168 SN 2001eb SN* 04 30 45.10 +00 52 17.9     16.3     SNIa 10 1
169 SN 2006lf SN* 04 38 29.49 +44 02 01.5     18.0     SNIa 65 1
170 SN 2008gw SN* 04 39 26.21 +09 08 31.6           SNIa 7 1
171 SN 2004B SN* 04 42 04.71 -07 12 08.2     17.8     SNIa 7 1
172 SN 2003ah SN* 04 43 08.54 +00 46 00.4     17.3     SNIa 13 1
173 SN 1995bd SN* 04 45 21.24 +11 04 02.5   17.29       SNIapec 73 1
174 SN 2005ec SN* 04 54 19.34 +01 38 23.6     16.8     SNIa 13 1
175 SN 2001ep SN* 04 57 00.26 -04 45 40.2     17.1     SNIa 78 1
176 SN 2009F SN* 04 59 23.56 -11 07 50.1           SNIap 41 1
177 SN 1997fc SN* 04 59 58.81 -38 55 04.3     20.5     SNIapec: 9 2
178 SN 2006le SN* 05 00 41.99 +62 15 19.0     18.0     SNIa 71 1
179 SN 1997fb SN* 05 01 14.60 -38 38 12.7     18.6     SNIa 9 2
180 SN 2006hb SN* 05 02 01.28 -21 07 55.1     15.7     SNIa 54 1
181 SN 2009ad SN* 05 03 33.38 +06 39 35.7           SNIa 49 1
182 SN 2004gw SN* 05 08 48.41 +62 26 20.7     17.9     SNIa 18 1
183 SN 2003F SN* 05 11 32.99 +17 03 28.4     16.7     SNIa 15 1
184 SN 2005el SN* 05 11 48.76 +05 11 39.0     18.7     SNIa 118 1
185 SN 2006is SN* 05 17 34.37 -23 46 54.2     17.0     SNIa 42 1
186 SN 2004gc SN* 05 21 49.949 +06 40 33.71     17.4     SNIa 32 1
187 SN 1999ek SN* 05 36 31.60 +16 38 17.8   17.97       SNIa 70 1
188 SN 1998eb SN* 05 42 12.02 +69 22 26.3     17.8     SNIa 16 1
189 SN 1993ac SN* 05 46 23.58 +63 22 07.1   18.36 17.71     SNIa 63 1
190 SN 2004J SN* 05 46 32.18 -17 46 53.0     17.7     SNIa 9 1
191 SN 2003hx SN* 05 46 46.97 -16 47 00.6     14.3     SNIa 25 1
192 SN 2003hz SN* 05 48 07.86 +46 15 22.8     16.7     SNIa 9 1
193 SN 2006ke SN* 05 52 37.38 +66 49 00.5     18.7     SNIa 23 1
194 SN 2001gc SN* 05 55 26.14 +51 54 34.2     16.2     SNIa 25 1
195 SN 2003ij SN* 05 55 41.18 +85 54 21.7     18.3     SNIa 7 1
196 SN 2006nr SN* 05 56 23.51 +85 54 38.8     15.8     SNIa 8 1
197 SN 1996by SN* 05 58 24.70 +68 27 10.6     16.5     SNIa 10 1
198 SN 2016gsb SN* 06 04 28.140 -20 20 24.95           SNIa 9 0
199 SN 2003kf SN* 06 04 35.42 -12 37 42.8     14.8     SNIa 76 1
200 SN 2002av SN* 06 08 06.34 -23 59 13.2     17.7     SNIa 12 1
201 SN 2006N SN* 06 08 31.24 +64 43 25.1     15.0     SNIa 66 1
202 SN 2005bd SN* 06 12 03.50 +51 52 03.3     17.7     SNIa 7 1
203 SN 1996bv SN* 06 16 13.001 +57 03 08.89   15.38       SNIa 60 1
204 SN 1993ai SN* 06 33 13.00 +51 20 42.0     18     SNIa 7 1
205 SN 2002kf SN* 06 37 15.284 +49 51 10.87     15.9     SNIa 34 1
206 SN 2008bq SN* 06 41 02.51 -38 02 19.0           SNIa 40 1
207 SN 2004S SN* 06 45 43.50 -31 13 52.5   14.14 14.39     SNIa 79 1
208 SN 1997E SN* 06 47 38.10 +74 29 51.0   15.59       SNIa 64 1
209 SN 1995A SN* 06 50 04.6 +26 22 49     18     SNIa 8 1
210 SN 1996bt SN* 06 51 58.00 +16 17 43.0   16.5       SNIa 8 1
211 SN 1998ec SN* 06 53 06.11 +50 02 22.1   16.16       SNIa 60 1
212 SN 2001ex SN* 06 55 59.89 +55 24 03.0     17.2     SNIa 24 1
213 SN 2008C SN* 06 57 11.53 +20 26 13.7     14.9     SNIa 60 1
214 SN 2001C SN* 06 59 36.10 +59 31 01.6     14.7     SNIa 17 1
215 SN 2005na SN* 07 01 36.62 +14 07 59.7     16.1     SNIa 82 1
216 SN 1998en SN* 07 04 00.05 +50 40 30.0     18.4     SNII 10 1
217 SN 2000B SN* 07 05 40.73 +50 35 10.5   15.94       SNIa 42 1
218 SN 2007ki SN* 07 06 00.90 +28 17 45.4     18.4     SNIa 5 1
219 SN 1998an SN* 07 08 17.13 +46 06 54.3     15.3     SNIa 12 1
220 SN 2009ag SN* 07 11 40.81 -26 41 06.3           SNIa 25 1
221 SN 2007au SN* 07 11 46.11 +49 51 13.4     17.0     SNIa 43 1
222 SN 1992M SN* 07 15 09.63 +45 25 49.7     18     SNIa 7 1
223 SN 2000fa SN* 07 15 29.88 +23 25 42.4   15.85       SNIa 90 1
224 SN 2008fp SN* 07 16 32.60 -29 19 31.7           SNIa 79 1
225 SN 2003ch SN* 07 17 57.891 +09 41 34.84     17.4     SNIa 41 1
226 SN 2005bu SN* 07 22 18.21 +22 02 39.2     17.4     SNIa 10 1
227 SN 1997do SN* 07 26 42.50 +47 05 36.0   14.27       SNIa 74 1
228 SN 2001eg SN* 07 31 05.91 +59 28 38.8     17.8     SNIa 10 1
229 SN 2015F SN* 07 36 15.76 -69 30 23.0           SNIa 100 1
230 SN 2011aa SN* 07 36 42.63 +74 26 34.8           SNIa(N) 25 1
231 SN 2008gh SN* 07 40 56.55 +55 25 32.3           SNIa: 7 1
232 SN 2001eo SN* 07 41 31.10 +51 41 05.4     17.5     SNIa 8 1
233 SN 2008hq SN* 07 41 31.41 +51 41 17.4           SNIa 11 1
234 SN 1998ex SN* 07 41 42.28 +64 44 02.3       18.5   SNIa 6 1
235 SN 2007R SN* 07 46 37.513 +44 47 22.52     16.9     SNIa 37 1
236 SN 1995E SN* 07 51 56.75 +73 00 34.6   16.81 15.9     SNIa 122 1
237 SN 2006qo SN* 08 00 08.421 +56 22 07.24     18.9     SNIa 36 1
238 SN 2003P SN* 08 01 15.63 +55 44 34.8     18.0     SNIa 9 1
239 SN 2003av SN* 08 01 32.57 +02 48 27.9     19.6     SNIa 7 1
240 SN 2003ik SN* 08 04 06.52 +62 59 19.8     16.6     SNIa 9 1
241 SN 2000ce SN* 08 05 09.45 +66 47 15.2   17.24       SNIa 69 1
242 SN 2003bf SN* 08 08 26.35 +12 19 56.2     17.6     SNIa 9 1
243 SN 2003ax SN* 08 08 35.53 +07 46 42.2     18.7     SNIa 8 1
244 SN 2008hu SN* 08 09 14.76 -18 39 13.1           SNIa 20 1
245 SN 2006te SN* 08 11 42.962 +41 33 16.80     15.8     SNIa 44 1
246 SN 2002he SN* 08 19 58.804 +62 49 13.73     17.5     SNIapec 58 1
247 SN 1994B SN* 08 20 40.90 +15 43 48.2   19.62 19.0     SNIa 14 1
248 SN 2007ax SN* 08 22 43.26 +22 33 16.9     17.2     SNIap 70 1
249 SN 1999be SN* 08 23 38.60 +18 18 20.4     15.8     SNIa 12 1
250 SN 2005mc SN* 08 27 06.36 +21 38 45.6     17     SNIa 58 1
251 SN 1999aa SN* 08 27 42.03 +21 29 14.8           SNIap 274 1
252 SN 2007bd SN* 08 31 33.281 -01 11 57.98           SNIa 100 1
253 SN 2006bb SN* 08 33 31.09 +41 31 04.1     17.4     SNIa 31 1
254 SN 2002cc SN* 08 34 01.97 +55 39 12.4     18.5     SNIa 12 1
255 SN 2007H SN* 08 35 01.98 -08 20 15.3     17.7     SNIa 14 1
256 SN 1999gm SN* 08 35 11.73 -08 23 15.4     17.3     SNIa 10 1
257 SN 2001bg SN* 08 35 18.86 +28 28 05.8     14     SNIa 46 1
258 SN 2004gs SN* 08 38 23.179 +17 37 39.79     17.1     SNIa 77 1
259 SN 1999gd SN* 08 38 24.61 +25 45 33.1   16.94       SNIa 72 1
260 SN 2005ms SN* 08 49 14.322 +36 07 46.70     17.9     SNIa 57 1
261 SN 2004gl SN* 08 50 04.89 +49 14 43.8     18.4     SNIa 9 1
262 SN 2008ia SN* 08 50 35.15 -61 16 40.6           SNIa 52 1
263 SN 2004fw SN* 08 52 14.55 +52 53 30.4     18.3     SNIa 8 1
264 SN 2001fu SN* 08 52 16.58 -17 44 29.8     15.1     SNIa 14 1
265 SN 2008bv SN* 08 53 54.64 +35 08 57.5           SNIa 7 1
266 SN 2002hd SN* 08 54 03.366 -07 11 21.48     18     SNIa 32 1
267 SN 1999X SN* 08 54 32.23 +36 30 41.1   16.45       SNIa 42 1
268 SN 2003Y SN* 08 54 34.60 +57 10 19.8     17.4     SNIa 36 1
269 SN 2002bk SN* 09 02 26.67 -09 17 38.7     18.5     SNIa 7 1
270 SN 2005F SN* 09 04 53.68 +13 33 56.3     17.7     SNIa 12 1
271 SN 2008hv SN* 09 07 34.06 +03 23 32.1           SNIa-norm 96 1
272 SN 2001G SN* 09 09 33.215 +50 16 50.84     16.1     SNIa 31 1
273 SN 1993Z SN* 09 10 19.60 +07 01 40.2       13.9   SNIa 27 1
274 SN 2008hk SN* 09 12 43.63 +09 55 47.9           SNIa 7 1
275 SN 2006lu SN* 09 15 17.63 -25 36 00.3     17.6     SNIa 33 1
276 SN 2005am SN* 09 16 12.47 -16 18 16.0     17.5     SNIa 120 1
277 SN 2008hr SN* 09 18 52.44 +18 57 20.4           SNIa 12 1
278 SN 1991K SN* 09 20 30.37 -16 30 01.9       17   SNIa 15 1
279 SN 1999by SN* 09 21 52.07 +51 00 06.6   13.66       SNIap 307 1
280 SN 2002hv SN* 09 22 10.91 +33 50 10.8     18.6     SNIa 14 1
281 SN 2007kd SN* 09 25 58.041 +34 38 00.12     16.6     SNIa 17 1
282 SN 2013cg SN* 09 26 56.77 -24 46 59.6           SNIa 8 1
283 SN 2007as SN* 09 27 36.01 -80 10 39.2     15.8     SNIa 37 1
284 SN 2003ae SN* 09 28 22.579 +27 26 40.70           SNIa 24 1
285 SN 1996Z SN* 09 36 44.82 -21 08 51.7   14.63 14.2     SNIa 49 1
286 SN 2005M SN* 09 37 32.76 +23 12 10.0     18.8     SNIa 91 1
287 SN 2001fe SN* 09 37 57.023 +25 29 40.85     16.0     SNIa 68 1
288 SN 1999aq SN* 09 38 10.79 -05 08 56.2       18.8   SNIa 5 1
289 SN 2008bc SN* 09 38 31.23 -63 58 25.6           SNIa 52 1
290 SN 2003kz SN* 09 38 35.27 +52 17 53.2     18.5     SNIa 8 1
291 SN 2003D SN* 09 38 53.52 -04 51 05.1     17.5     SNIapec 23 1
292 SN 1993C SN* 09 40 23.79 +14 56 11.2   18.7 18     SNIa 16 1
293 SN 1995D SN* 09 40 54.753 +05 08 26.16   13.42 13.22     SNIa 158 1
294 SN 2008Z SN* 09 43 15.25 +36 17 03.9     17.2     SNIa 46 1
295 SN 1999gh SN* 09 44 19.75 -21 16 25.0   14.46       SNIa 50 1
296 SN 2003jz SN* 09 46 28.67 +45 45 04.7     17.5     SNIa 13 1
297 SN 2003kc SN* 09 46 34.32 +30 39 19.0     18.8     SNIa 27 1
298 SN 2003W SN* 09 46 49.48 +16 02 37.6     17.3     SNIa 76 1
299 SN 1995al SN* 09 50 55.97 +33 33 09.4   13.36 13.22     SNIa 115 1
300 SN 2001er SN* 09 53 20.7 +42 50 43     17.2     SNIa 12 1
301 SN 2014J SN* 09 55 42.12 +69 40 25.9           SNIa-norm 456 1
302 SN 2008ae SN* 09 56 03.20 +10 29 58.8     17.8     SNIax 40 1
303 SN 2001gb SN* 09 59 00.96 +17 49 12.4     16.8     SNIa 29 1
304 SN 2007al SN* 09 59 18.48 -19 28 25.8     16.6     SNIa 38 1
305 SN 2007cj SN* 09 59 55.76 -29 37 03.3     15.9     SNIa 7 1
306 SN 2003bh SN* 10 00 06.27 +28 16 52.0     19.9     SNIa 10 1
307 SN 2007S SN* 10 00 31.26 +04 24 26.2     16.7     SNIa 82 1
308 SN 1994J SN* 10 01 36.6 +54 34 56     19     SNIa 14 1
309 SN 2004ap SN* 10 05 43.81 +10 16 17.1     16.5     SNIa 15 1
310 SN 1999C SN* 10 08 51.21 +71 10 42.9       19.6   SNIa 7 1
311 SN 2007ux SN* 10 09 19.98 +14 59 32.8     18.5     SNIa 44 1
312 SN 2003de SN* 10 10 41.25 +35 44 52.9     17.2     ~ 6 1
313 SN 1999gf SN* 10 13 37.00 -00 56 09.6     18.2     SNIa 12 1
314 SN 2003cg SN* 10 14 15.97 +03 28 02.5   15.94       SNIa 146 1
315 SN 2002bf SN* 10 15 42.316 +55 40 07.35   16.22       SNIa 69 1
316 SN 2001ie SN* 10 16 50.70 +60 16 44.5     16.5     SNIa 27 1
317 SN 1997bq SN* 10 17 05.33 +73 23 02.1   14.57       SNIa 84 1
318 SN 2002cv SN* 10 18 03.68 +21 50 06.2         16.67 SNIa 57 1
319 SN 2002bo SN* 10 18 06.51 +21 49 41.7   13.95       SNIa 325 1
320 SN 2002jm SN* 10 19 25.20 -05 39 14.5     17.5     SNIa 14 1
321 SN 2008as SN* 10 21 47.89 -19 29 42.0     16.9     SNIa 7 1
322 SN 2010ev SN* 10 25 28.99 -39 49 51.2           SNIa 45 1
323 SN 2004L SN* 10 27 04.11 +16 01 07.3     16.9     SNIa 44 1
324 SN 2007V SN* 10 27 05.58 -03 18 05.1     17.9     SNIa 9 1
325 SN 2008at SN* 10 27 12.469 +71 24 55.54     16.5     SNIa 19 1
326 SN 1999gj SN* 10 29 19.27 +26 06 19.2     17.5     SNIa 12 2
327 SN 1991S SN* 10 29 27.7 +22 00 43   17.78 17.69     SNIa 62 1
328 SN 2002br SN* 10 34 08.92 +19 42 20.5     17.1     SNIa 7 1
329 SN 1992G SN* 10 36 18.57 +37 19 16.2     13.63     SNIa 55 1
330 SN 2006al SN* 10 39 28.239 +05 11 00.38     16.9     SNIa 36 1
331 SN 2001N SN* 10 39 58.08 +24 05 26.0     16.3     SNIa 35 1
332 SN 2005ki SN* 10 40 28.220 +09 12 08.21           SNIa 100 1
333 SN 2003bi SN* 10 44 05.97 +12 31 34.7     19.6     SNIa 7 1
334 SN 1998cd SN* 10 45 04.16 +39 25 12.5     17.5     SNIa 10 1
335 SN 1998bu SN* 10 46 46.01 +11 50 07.5   12.11       SNIa 328 1
336 SN 1994ae SN* 10 47 01.94 +17 16 30.8   13.20 12.99     SNIa 183 1
337 SN 2005as SN* 10 48 03.6 -20 50 56           SNIa 10 1
338 SN 2008bt SN* 10 50 16.99 -12 06 31.5           SNIa 27 1
339 SN 2012ht SN* 10 53 22.8 +16 46 35           SNIa-norm 84 1
340 SN 2006cf SN* 10 54 02.58 +46 01 36.3     18     SNIa 39 1
341 SN 1999bh SN* 10 54 46.97 +61 17 20.0     16.8     SNIa 28 1
342 SN 2003bt SN* 10 55 22.48 -07 39 12.3     16.7     SNIa 8 1
343 SN 2008ai SN* 10 57 39.97 +37 39 41.9   17.7 17.7     SNIa 14 1
344 SN 2004at SN* 10 58 45.18 +59 29 12.0     17.7     SNIa 41 2
345 SN 2004bc SN* 10 59 31.2 +75 11 28           SNIa 8 1
346 SN 2007sa SN* 11 03 10.78 +56 13 26.3     14.2     SNIa 14 1
347 SN 2006hn SN* 11 07 18.67 +76 41 49.8     15.6     SNIa 22 1
348 SN 2003eh SN* 11 08 24.34 +03 29 47.0     17.6     SNIa 19 1
349 SN 2006ak SN* 11 09 32.640 +28 37 51.64     15.8     SNIa 35 1
350 SN 2004bp SN* 11 09 53.25 +37 00 06.4     18.0     SNIa 8 1
351 SN 2003af SN* 11 10 21.69 +23 24 50.9     15.6     SNIa 12 1
352 SN 2001ah SN* 11 10 29.835 +55 09 39.02     18.3     SNIapec 36 1
353 SN 2006bm SN* 11 18 21.86 +28 12 31.6     18.1     SNIa 12 1
354 SN 2007bc SN* 11 19 14.570 +20 48 32.51           SNIa 78 1
355 SN 2002bp SN* 11 19 18.20 +20 48 23.1     18.6     SNIa 18 1
356 SN 2008Y SN* 11 19 30.582 +54 27 46.21     17.7     SNIa 23 1
357 SN 1989B SN* 11 20 13.93 +13 00 18.9   12.25       SNIa 372 1
358 SN 1990G SN* 11 21 01.19 +34 20 51.4   15.0   16.3   SNIa 13 1
359 SN 2004bg SN* 11 21 01.53 +21 20 23.4     15.5     SNIa 35 1
360 SN 1996V SN* 11 21 31.23 +02 48 40.4   16.97 16.62 16.5   SNIa 14 1
361 SN 1997bz SN* 11 22 25.45 +01 11 21.5     17.5     SNIa 13 2
362 SN 2009aa SN* 11 23 42.28 -22 16 14.5           SNIa 33 1
363 SN 2006ax SN* 11 24 03.46 -12 17 29.2     17.1     SNIa 109 1
364 SN 2002hl SN* 11 24 40.12 +38 46 03.0     16.3     SNIa 13 1
365 SN 2007bm SN* 11 25 02.30 -09 47 53.8     16.0     SNIa 62 1
366 SN 2008E SN* 11 25 36.95 +52 08 25.9     18.2     SNIa 9 1
367 SN 2004as SN* 11 25 39.185 +22 49 49.04     17.3     SNIa 56 1
368 SN 2003ag SN* 11 26 01.82 +01 59 02.8     16.5     SNIa 14 1
369 SN 1989A SN* 11 27 59.02 +29 30 21.4   14.10       SNIa 54 1
370 SN 1999ce SN* 11 28 51.5 +57 08 02     18.3     SNIa 12 1
371 SN 1994E SN* 11 32 06.96 +55 21 34.7     19     SNIa 9 1
372 SN 2002bn SN* 11 32 39.0 +52 56 53     17.0     SNIa 9 1
373 SN 2004H SN* 11 33 59.77 +49 03 46.5     17.6     SNIa 14 1
374 SN 1998cn SN* 11 35 54.4 +70 32 10     15.8     SNIa 12 1
375 SN 2001L SN* 11 36 48.83 -08 35 07.0     15.4     SNIa 12 1
376 SN 2006ou SN* 11 37 13.10 +15 26 07.3     16.0     SNIa 13 1
377 SN 2002ar SN* 11 37 43.92 +22 00 34.4     16.5     SNIa 17 1
378 SN 2001ba SN* 11 38 01.76 -32 19 51.0   16.44       SNIa 74 1
379 SN 2004bd SN* 11 39 42.18 +31 54 31.8     14.3     SNIa 24 1
380 SN 2004av SN* 11 40 57.84 -22 28 53.6     15.8     SNIa 9 1
381 SN 2005lt SN* 11 42 26.21 +20 07 05.0     15.7     SNIa 17 1
382 SN 2004Y SN* 11 43 28.26 +21 40 30.3     18.5     SNIa 10 1
383 SN 2006oq SN* 11 44 00.07 +19 58 38.3     15.8     SNIa 11 1
384 SN 2007ci SN* 11 45 45.85 +19 46 13.9     17.5     SNIa 61 1
385 SN 2000K SN* 11 47 50.08 +56 01 01.3     16.6     SNIa 11 1
386 SN 2006or SN* 11 48 03.47 +30 21 24.0     16.3     SNIa 36 1
387 SN 2001E SN* 11 49 05.00 -09 44 10.9     17.6     SNIa 34 1
388 SN 2004az SN* 11 52 48.22 +29 20 51.7     17.8     SNIa 8 1
389 SN 2001P SN* 11 53 21.56 +20 44 53.3     17.5     SNIa 13 1
390 SN 2011ao SN* 11 53 51.03 +33 21 46.3           SNIa-norm 28 1
391 SN 2011by SN* 11 55 45.56 +55 19 33.8   12.97 12.95     SNIa-norm 109 1
392 SN 1997T SN* 11 55 47.46 +80 12 42.6     17.5     SNIa 8 1
393 SN 2003cq SN* 11 56 14.17 +60 31 19.1     17.0     SNIa 52 1
394 SN 1998aq SN* 11 56 25.87 +55 07 43.2   12.31 14.9     SNIa 197 1
395 SN 2001V SN* 11 57 24.910 +25 12 09.51   14.62       SNIa 115 1
396 SN 2007gi SN* 12 01 23.42 +61 53 33.8     16.3     SNIa 53 1
397 SN 2007sr SN* 12 01 52.80 -18 58 21.7     12.79     SNIa 100 1
398 SN 1995C SN* 12 04 02.52 -31 36 02.3     17.5     SNIa 8 1
399 SN 2008bf SN* 12 04 02.878 +20 14 42.29           SNIa 74 2
400 SN 2005bl SN* 12 04 12.24 +20 24 24.6           SNIap 109 1
401 SN 1993aj SN* 12 04 21.15 -00 43 13.9     18.5     SNIa 14 1
402 SN 2007M SN* 12 04 34.17 +20 11 30.2     19.2     SNIa 11 1
403 SN 2016coj SN* 12 08 06.7 +65 10 38           SNIa-norm 45 0
404 SN 2006ct SN* 12 09 57.03 +47 05 43.9     17.0     SNIa 15 1
405 SN 2000O SN* 12 11 15.58 +17 53 32.2     17.1     SNIa 11 1
406 SN 2006az SN* 12 12 14.68 +56 10 45.8     17.1     SNIa 38 1
407 SN 2000cm SN* 12 12 59.43 +07 18 00.6     16     SNIa 12 1
408 SN 2003M SN* 12 13 21.00 +21 38 48.4     17.3     SNIapec? 19 1
409 SN 2007sw SN* 12 13 36.932 +46 29 36.56     16.0     SNIa 23 1
410 SN 2004bl SN* 12 15 12.08 -03 26 18.3     16.0     SNIa 17 1
411 SN 2000cv SN* 12 15 42.04 +61 53 24.6     16.1     SNIa 10 1
412 SN 2005bg SN* 12 17 17.23 +16 22 17.4     16.2     SNIa 41 1
413 SN 2006cp SN* 12 19 14.89 +22 25 38.2     18.2     SNIa 74 1
414 SN 2001A SN* 12 19 23.01 +05 49 40.5     18.9     SNIa 16 1
415 SN 2000bh SN* 12 21 15.14 -21 59 55.7     16     SNIa 44 1
416 SN 2005cr SN* 12 22 17.21 +12 23 49.3     16.5     SNIa 14 1
417 SN 2009an SN* 12 22 47.40 +65 51 04.0           SNIa-norm 53 1
418 SN 2006X SN* 12 22 53.93 +15 48 32.0     15.3     SNIa 347 1
419 SN 2005X SN* 12 24 00.75 +07 46 38.9     17.5     SNIa 9 1
420 SN 1996ac SN* 12 24 11.24 +01 24 14.7     16.5     SNIa 7 1
421 SN 2008ar SN* 12 24 37.921 +10 50 16.74     16.9     SNIa 69 1
422 SN 1991bg SN* 12 25 03.70 +12 52 15.6   14.75 14.3     SNIapec 612 1
423 SN 2012cg SN* 12 27 12.83 +09 25 13.2           SNIa-norm 224 1
424 SN 2008ca SN* 12 29 01.29 +12 22 18.0           SNIa 8 1
425 SN 1998bn SN* 12 29 18.80 -23 09 50.5     17.4     SNIa 17 1
426 SN 2004br SN* 12 31 07.80 +00 36 47.6     16.3     SNIapec 35 1
427 SN 1994M SN* 12 31 08.61 +00 36 19.6   16.31 16.24     SNIa 102 1
428 SN 2008cb SN* 12 31 18.90 +08 23 18.1           SNIa 8 1
429 SN 1994S SN* 12 31 21.85 +29 08 04.0   14.80 14.77     SNIa 120 1
430 SN 1999cl SN* 12 31 56.01 +14 25 35.3   14.92       SNIa 125 1
431 SN 2000bk SN* 12 33 53.94 -07 22 42.9   16.98       SNIa 48 1
432 SN 1994D SN* 12 34 02.395 +07 42 05.70   11.75 12.03     SNIa 559 1
433 SN 1991T SN* 12 34 10.20 +02 39 56.4   11.70 11.51     SNIapec 795 1
434 SN 1981B SN* 12 34 29.57 +02 11 59.3   11.74       SNIa 416 1
435 SN 1989M SN* 12 37 40.72 +11 49 25.5   12.56 12.2     SNIa 76 1
436 SN 2008bz SN* 12 38 57.685 +11 07 45.60           SNIa 31 1
437 SN 2007ss SN* 12 41 06.07 +50 23 28.7     16.6     SNIa 17 1
438 SN 2006ac SN* 12 41 44.90 +35 04 07.4     16.0     SNIa 72 1
439 SN 2007cp SN* 12 42 12.72 -17 24 07.7     17.7     SNIa 20 1
440 SN 1990N SN* 12 42 56.68 +13 15 23.4   12.69 12.62     SNIa 406 1
441 SN 2003ez SN* 12 43 11.87 -02 30 04.1     17.5     SNIa 13 1
442 SN 2004W SN* 12 43 36.52 +11 31 50.8     18.8     SNIa 27 1
443 ASASSN -14lp SN* 12 45 09.1 -00 27 32           SNIa-norm 75 0
444 SN 1997Y SN* 12 45 31.40 +54 44 17.0   15.28       SNIa 61 1
445 SN 2006S SN* 12 45 39.10 +35 05 12.4     17.0     SNIa 72 1
446 SN 2004gu SN* 12 46 24.72 +11 56 56.1     17.5     SNIap 56 1
447 SN 1997bp SN* 12 46 53.75 -11 38 33.2   14.15 13.79     SNIapec 96 1
448 SN 2006su SN* 12 46 56.88 +36 32 01.8     17.7     SNIa 11 1
449 SN 2007aj SN* 12 47 54.522 +54 00 38.08     16.4     SNIa 18 1
450 SN 1998ab SN* 12 48 47.24 +41 55 28.3   15.94       SNIapec 76 1
451 SN 2007N SN* 12 49 01.25 -09 27 10.2     17.3     SNIap 49 1
452 SN 2005bo SN* 12 49 41.03 -11 05 47.4     15.3     SNIa 62 1
453 SN 2006D SN* 12 52 33.87 -09 46 30.7           SNIa 107 1
454 SN 2002cf SN* 12 54 31.30 -06 51 24.8     17.0     SNIa 29 1
455 SN 2001cg SN* 12 55 40.87 +27 15 03.9     17.8     SNIa 16 1
456 ROTSE3 J125642.7+273040.6 SN* 12 56 42.68 +27 30 40.6           ~ 1 0
457 SN 2007bz SN* 12 56 53.77 +22 22 22.1       16.7   SNIa 36 1
458 SN 2006cj SN* 12 59 24.42 +28 20 51.6     18.1     SNIa 46 1
459 SN 2008dx SN* 13 00 14.31 +27 57 16.4           SNIa 22 1
460 SN 2006bz SN* 13 00 43.38 +27 57 41.8     17.5     SNIa 36 1
461 SN 2003ai SN* 13 00 58.700 +39 51 24.66     17.0     SNIa 16 1
462 SN 1999fz SN* 13 02 16.34 +78 32 29.4     15.2     SNIa 7 1
463 SN 2007F SN* 13 03 15.059 +50 37 07.53     17.3     SNIa 71 1
464 SN 1994U SN* 13 04 56.13 -07 56 51.7   13.46 14     SNIa 19 1
465 SN 2002G SN* 13 07 55.283 +34 05 07.08       17.7   SNIa 48 1
466 SN 1996ai SN* 13 10 58.13 +37 03 35.4   16.94 15.0     SNIa 61 1
467 SN 2000al SN* 13 11 49.65 -01 21 19.4       20.6   SNIa 7 1
468 SN 2002dj SN* 13 13 00.34 -19 31 08.7     17.0     SNIa 134 1
469 SN 2002cx SN* 13 13 49.72 +06 57 31.9   17.68       SNIapec 240 1
470 SN 2008cd SN* 13 15 01.75 -15 57 06.8           SNIa 18 1
471 SN 2004bj SN* 13 16 18.03 +07 02 52.7     18.3     SNIa 13 1
472 SN 2004E SN* 13 16 51.40 +31 35 11.8     16.1     SNIa 17 1
473 SN 2004ab SN* 13 16 58.18 -16 37 52.7     14.7     SNIa 23 1
474 SN 2001F SN* 13 17 20.05 +20 38 09.8     16.5     SNIa 11 1
475 SN 2005cn SN* 13 18 00.46 -26 48 33.1     14.6     SNIa 14 1
476 SN 1996X SN* 13 18 01.13 -26 50 45.3   12.99 13.00     SNIa 198 1
477 SN 2002bs SN* 13 18 30.30 -14 36 31.8     15.5     SNIa 10 1
478 SN 1997br SN* 13 20 42.40 -22 02 12.3   14.06       SNIapec 113 1
479 SN 1994T SN* 13 21 30.73 -02 08 56.5   17.31 17.15     SNIa 57 1
480 SN 2001cj SN* 13 21 44.85 +31 14 48.6     15.9     SNIa 31 1
481 SN 2002I SN* 13 22 26.84 -02 25 04.1     17.3     SNIa 12 1
482 SN 2006cq SN* 13 24 25.038 +30 57 22.32     17.3     SNIa 42 1
483 SN 2007cg SN* 13 25 33.58 -24 39 08.1     17.7     SNIa 30 1
484 SN 1986G SN* 13 25 36.46 -43 01 53.6   12.45 11.44     SNIapec 422 1
485 SN 2004bo SN* 13 26 06.39 -19 46 32.6     17.0     SNIa 8 1
486 SN 1995L SN* 13 27 18.34 +32 01 52.7     20.0     SNIa: 14 1
487 SN 1997by SN* 13 27 27.54 -27 19 21.7     16.2     SNIa 13 2
488 SN 2003an SN* 13 27 53.55 +28 30 29.2     16.9     SNIa 15 1
489 SNF 20080514-002 SN* 13 29 12.84 +11 16 20.5           SNIa 47 0
490 SN 1998cl SN* 13 29 59.8 +75 34 09     17     SNIa 8 1
491 SN 2006br SN* 13 30 01.80 +13 24 56.8     17.8     SNIa 50 1
492 SN 2007ca SN* 13 31 05.81 -15 06 06.6     16.7     SNIa 74 1
493 SN 2000J SN* 13 31 16.24 +29 22 32.3     19.5     SNII 9 1
494 SN 2002bi SN* 13 32 54.36 +09 31 18.0     17.1     SNIa 12 1
495 SN 1999cf SN* 13 33 29.71 +33 03 22.9     15.9     SNIa 12 1
496 SN 2016eiy SN* 13 34 38.64 -23 40 53.1           SNIa 13 0
497 SN 2008ez SN* 13 34 55.27 +13 43 48.6           SNIa 10 1
498 SN 2004P SN* 13 34 57.76 +34 02 33.7         16.3 SNIa 9 1
499 SN 2002bt SN* 13 36 13.20 -01 02 19.8     17.9     SNIa 9 1
500 SNF 20080522-000 SN* 13 36 47.61 +05 08 32.6           SNIa 26 0
501 SN 2004bk SN* 13 37 28.72 +04 06 11.3     16.0     SNIa 36 1
502 SN 2002H SN* 13 38 27.58 -10 43 12.9     16.7     SNIa 9 1
503 SN 2005dv SN* 13 41 04.45 +67 40 20.3     15.0     SNIa 24 1
504 SN 2003S SN* 13 41 19.49 +55 40 36.5     18.0     SNIa 13 1
505 SN 2006dh SN* 13 41 43.08 +40 52 36.8     18.4     SNIa 9 1
506 SN 2003fd SN* 13 41 43.70 +40 52 38.5     17.8     SNIa 11 1
507 SN 2004cb SN* 13 43 48.52 -29 44 59.2     15.8     SNIa 10 1
508 SN 1998cm SN* 13 44 12.94 +03 00 40.4     18.6     SNIa 9 2
509 SN 2005G SN* 13 44 32.79 +04 46 44.3     16.5     SNIa 25 1
510 SN 2006cs SN* 13 45 33.89 +35 36 36.6     17.8     SNIa 29 1
511 SN 1996bk SN* 13 46 57.98 +60 58 12.9   14.89       SNIa 40 1
512 SN 2005al SN* 13 50 00.329 -30 34 34.21           SNIa 50 1
513 SN 1996C SN* 13 50 48.60 +49 19 07.1   16.53 16.48     SNIa 84 1
514 SN 2006bu SN* 13 52 47.81 +05 18 49.4     18.1     SNIa 20 1
515 SN 1996P SN* 13 52 52.61 +02 48 30.2     17     SNIa 9 1
516 SN 2006E SN* 13 53 28.65 +05 12 22.8     14.3     SNIa 30 1
517 SN 1991ak SN* 13 56 48.60 +37 47 31.5   15.5 15.5     SNIa 19 1
518 SN 2005cc SN* 13 57 04.850 +41 50 41.78     17.7     SNIapec: 49 1
519 SN 2007cb SN* 13 58 17.20 -23 22 20.7     16.8     SNIa 18 1
520 SN 1998D SN* 14 02 59.28 +34 44 54.3       15.5   SNIa 24 1
521 SN 2011fe SN* 14 03 05.711 +54 16 25.22   10.12 10.06     SNIa-norm 747 1
522 SN 1991B SN* 14 03 24.4 -06 04 21     16     SNIa 25 1
523 SN 2001U SN* 14 04 42.94 -09 42 29.7     17.7     SNIa 12 1
524 SN 1999cp SN* 14 06 31.30 -05 26 49.0     13.91     SNIa 84 1
525 SN 2005P SN* 14 06 34.01 -05 27 42.6     18.1     SNIapec 27 1
526 SN 2002cr SN* 14 06 37.59 -05 26 21.9     16.5     SNIa 83 1
527 SN 1997ct SN* 14 07 26.88 +70 26 05.9     17     SNIa 7 1
528 SN 2008cf SN* 14 07 32.586 -26 33 07.74           SNIa 28 1
529 SN 2007cc SN* 14 08 41.981 -21 35 48.41           SNIa 17 1
530 SN 1997cn SN* 14 09 57.76 +17 32 32.3   17.2 16.7     SNIapec 91 1
531 SN 1990M SN* 14 11 29.3 -05 02 36           SNIa 40 1
532 SN 2007ao SN* 14 16 49.74 +10 48 24.1     17.7     SNIa 9 1
533 SN 2004cu SN* 14 18 29.82 +12 53 03.0     18.8     ~ 9 1
534 SN 2016itd SN* 14 18 47.74 +24 56 27.0           SNIa 6 0
535 SN 2005ch SN* 14 22 06.77 +01 59 35.7     15.8     SNIa 18 1
536 SN 2006dy SN* 14 22 11.45 +13 55 14.2     16.6     SNIa 19 1
537 SN 2007af SN* 14 22 21.03 -00 23 37.6     15.4     SNIa 185 1
538 SN 2004K SN* 14 23 39.85 -19 26 50.0     17.2     SNIa 15 1
539 SN 2005bv SN* 14 24 07.44 +26 17 50.3           SNIa 9 1
540 SN 2002bz SN* 14 24 40.525 +26 37 35.30     16.9     SNIa 31 1
541 SN 2001ay SN* 14 26 17.00 +26 14 55.8     16.9     SNIap 82 1
542 SN 2016ccz SN* 14 31 09.26 +27 14 09.8           SNIa 16 0
543 SN 2013aa SN* 14 32 33.88 -44 13 27.8           SNIa 81 1
544 SN 2017cbv SN* 14 32 34.420 -44 08 02.74           SNIa 146 0
545 SN 2006bw SN* 14 33 58.06 +03 47 50.4     16.6     SNIa 43 1
546 SN 2003du SN* 14 34 35.80 +59 20 03.8   13.46       SNIa 374 1
547 SN 2002db SN* 14 34 51.63 +48 39 52.9     17.6     SNIa 16 1
548 SN 2006dt SN* 14 35 43.11 +08 17 55.8     16.8     SNIa 11 1
549 SN 2005bc SN* 14 37 15.050 +38 27 23.11     16.6     SNIa 41 1
550 SN 2001ck SN* 14 37 50.08 +30 29 02.2     17.2     SNIa 30 1
551 SN 2002jo SN* 14 38 16.42 +40 27 14.0     16.4     SNIa 12 1
552 SN 2009Y SN* 14 42 23.68 -17 14 48.3           SNIa-norm 57 1
553 SN 2006cz SN* 14 48 36.66 -04 44 30.7     17.4     SNIa 32 1
554 SN 2007at SN* 14 51 12.28 -21 23 31.2     17.7     SNIa 5 1
555 SN 2007O SN* 14 56 05.160 +45 24 17.39     16.8     SNIa 47 1
556 SN 2005ag SN* 14 56 43.649 +09 19 42.49           SNIa 52 1
557 SN 2008af SN* 14 59 28.50 +16 39 12.3     17.1     SNIa 48 1
558 SN 2005be SN* 14 59 32.640 +16 40 11.64     16.1     SNIa 40 2
559 SN 2002bg SN* 14 59 39.23 +13 12 44.5     16.9     SNIa 12 1
560 SN 2004bw SN* 15 03 46.75 -03 18 16.4     17.8     SNIa 36 1
561 SN 2006bk SN* 15 04 33.610 +35 57 51.08           SNIa 22 1
562 SN 2017erp SN* 15 09 14.9 -11 20 03           SNIa-norm 55 0
563 SN 1999cm SN* 15 11 19.18 +61 07 11.4     17.1     SNIa 7 1
564 SN 1999dg SN* 15 11 28.41 +13 29 05.7     16.7     SNIa 30 2
565 SN 2007ba SN* 15 16 42.629 +07 23 47.80           SNIap 63 1
566 SN 2002ec SN* 15 19 24.89 +20 53 14.0     17.7     SNIa 12 1
567 SNF 20080522-011 SN* 15 19 58.94 +04 54 16.5           SNIa 25 0
568 SN 1996ab SN* 15 21 08.35 +27 55 36.8   19.47 19.55     SNIa 37 1
569 SN 2005cf SN* 15 21 33.12 -07 26 57.1   13.54       SNIa 301 1
570 SN 2007cf SN* 15 23 07.66 +08 31 45.5     17.9     SNIa 15 1
571 SN 2003hj SN* 15 24 20.51 +29 57 11.9     17.5     SNIa 8 1
572 SN 2007bk SN* 15 28 45.58 +58 52 12.8     16.5     SNIa 12 1
573 SN 2003K SN* 15 32 01.91 +68 14 35.9     15.4     SNIa 19 1
574 SN 2001bs SN* 15 43 39.3 +67 45 30     18.3     SNIa 11 1
575 SN 2004ct SN* 15 43 45.75 +28 24 59.5     17.5     SNIa 11 1
576 SN 2002ck SN* 15 47 00.762 -00 59 24.94     16.8     SNIa 52 1
577 SN 2009dc SN* 15 51 12.12 +25 42 28.0           SNIa-norm 188 1
578 SN 2000cf SN* 15 52 56.19 +65 56 12.7   17.15       SNIa 57 1
579 SN 2005dh SN* 15 54 03.00 +23 07 51.9     17.1     SNIa 18 1
580 SN 2004di SN* 15 55 41.02 +47 51 49.1     17.0     SNIa 13 1
581 SN 2007ap SN* 15 56 23.035 +16 30 57.92     15.5     SNIa 41 1
582 SN 2006bt SN* 15 56 33.81 +20 03 07.2     17.5     SNIap 114 1
583 SN 1991M SN* 15 58 34.82 +17 27 28.7     14.55     SNIa 66 1
584 SN 2006ay SN* 15 59 12.76 +20 44 27.9     19.0     SNIa 9 1
585 SN 2003ar SN* 16 02 08.11 +70 24 55.5     17.9     SNIa 6 1
586 SN 2001bp SN* 16 02 09.25 +36 43 08.0     17.5     SNIa 20 1
587 SN 1999cc SN* 16 02 42.03 +37 21 34.4   16.78       SNIa 83 1
588 SN 2000Q SN* 16 05 11.85 +69 39 51.5     17.8     SNIa 9 1
589 SN 2000cp SN* 16 05 27.62 +17 49 48.8     18.0     SNIa 33 1
590 SN 1996O SN* 16 05 58.65 +18 11 47.6     18     SNIa 7 1
591 SN 2004cv SN* 16 06 14.45 +18 24 54.0     16.8     SNIa 9 1
592 SN 1999ac SN* 16 07 15.01 +07 58 20.4   14.34       SNIap 144 1
593 SN 2006cc SN* 16 09 56.470 +43 07 35.90     18.3     SNIa 36 1
594 SN 2008cl SN* 16 11 04.349 +52 27 07.99           SNIa 20 1
595 SN 2003au SN* 16 11 11.56 +61 15 58.2     19.2     SNIa 12 1
596 SN 2007ai SN* 16 12 53.74 -21 37 48.7     18.0     SNIa 48 1
597 SN 2004gz SN* 16 13 45.71 +61 01 25.9     16.4     SNIa 11 1
598 SN 2000df SN* 16 14 12.22 +06 09 00.6     17.2     SNIa 9 1
599 SN 2002ci SN* 16 15 37.95 +31 19 17.4     17.2     SNIa 14 1
600 SN 2002de SN* 16 16 30.333 +35 42 30.09     16.0     SNIa 57 1
601 SN 2003ia SN* 16 17 41.17 +35 00 07.2     17.2     SNIa 11 1
602 SN 2006dw SN* 16 17 43.29 +34 57 55.1     15.8     SNIa 12 2
603 SN 2003ge SN* 16 20 08.75 +37 47 53.7     17.8     SNIa 8 1
604 SN 2007bj SN* 16 22 10.59 -01 30 51.4     15.1     SNIa 21 1
605 SN 2006R SN* 16 23 20.82 +37 15 49.8     17.5     SNIa 12 1
606 SN 1999cb SN* 16 25 48.41 +40 20 32.4     16.1     SNIa 13 1
607 SN 1992ap SN* 16 30 27.33 +41 29 16.1   18       SNIa 13 1
608 SN 1998cs SN* 16 30 39.22 +41 12 54.4     17.5     SNIa 17 1
609 SN 2001az SN* 16 34 27.477 +76 01 46.35     17.1     SNIa 40 1
610 SN 2002aw SN* 16 37 29.06 +40 52 50.3     16.6     SNIa 41 1
611 SN 1991am SN* 16 41 46.1227121400 +37 44 47.501983284       18.0   SNIa 11 1
612 SN 2007gk SN* 16 45 18.22 +67 55 50.0     18.9     SNIa 12 1
613 SN 2003dw SN* 16 45 51.10 +59 37 38.0     16.7     SNIa 9 1
614 SN 2007is SN* 16 47 14.608 +40 14 36.39     16.6     SNIa 26 1
615 SN 1994Q SN* 16 49 51.13 +40 25 55.8   16.35 16.31     SNIa 68 1
616 SN 2002di SN* 16 52 23.30 +30 42 40.0     17.6     SNIa 13 1
617 SN 2007hu SN* 16 56 29.886 +27 58 39.75     17.7     SNIa 29 1
618 SN 2008dt SN* 16 56 30.56 +27 58 33.2           SNIa 23 1
619 SN 2007ae SN* 17 01 52.068 +79 01 54.26     17.5     SNIa 30 1
620 SN 2001cp SN* 17 11 02.58 +05 50 26.8     16.5     SNIa 45 1
621 SN 2002er SN* 17 11 29.88 +07 59 44.8   14.25       SNIa 144 1
622 SN 1999bt SN* 17 11 37.77 +72 25 15.5     17     SNIa 9 1
623 SN 2006mp SN* 17 12 00.198 +46 33 21.53     16.9     SNIa 34 1
624 SN 2008fj SN* 17 12 49.86 +42 48 51.8           SNIa 11 1
625 SN 1990O SN* 17 15 35.92 +16 19 25.8   16.59 16.22     SNIa 83 1
626 SN 2002bw SN* 17 16 35.60 -10 20 31.8     17.4     SNIa 9 1
627 SN 2003ek SN* 17 18 32.50 +41 40 00.8     18.2     SNIa 16 1
628 SN 1999bv SN* 17 22 40.73 +60 00 12.9     18.1     SNIa 14 1
629 SN 2003U SN* 17 22 45.630 +62 09 50.65     18.0     SNIa 55 1
630 SN 2006ap SN* 17 30 41.19 +06 16 33.1     17.2     SNIa 9 1
631 SN 2007kf SN* 17 31 31.76 +69 18 40.1     17.0     SNIa 10 1
632 SN 1999da SN* 17 35 22.96 +60 48 49.3   16.84       SNIa 68 1
633 SN 2003fa SN* 17 44 07.734 +40 52 51.09     18.6     SNIa 56 2
634 SN 2005ao SN* 17 44 49.64 +61 54 28.1     16.7     SNIa 26 1
635 SN 1998bp SN* 17 54 50.74 +18 19 50.5   15.73       SNIa 77 1
636 SN 2000cn SN* 17 57 40.42 +27 49 58.1   16.82       SNIa 83 1
637 SN 2001bf SN* 18 01 33.99 +26 15 02.3     16.5     SNIa 48 1
638 SN 2005de SN* 18 02 23.359 +26 03 07.70     18.1     SNIa 48 1
639 SN 2006gz SN* 18 10 26.33 +30 59 44.4   16.6       SNIa 156 1
640 SN 2002cu SN* 18 10 50.40 +31 06 32.3     17.6     SNIa 26 1
641 SN 2003hs SN* 18 11 10.93 +49 52 08.9     18.8     SNIa 11 1
642 SN 1998dx SN* 18 11 11.89 +49 51 40.7   17.71       SNIa 52 1
643 SNF 20080623-001 SN* 18 11 39.79 +50 10 56.2           SNIa 9 0
644 SN 2003X SN* 18 12 05.67 +29 09 17.3     17.0     SNIa 9 1
645 SN 2002dk SN* 18 17 43.52 +22 14 53.4     18.0     SNIa 22 1
646 SN 2000dm SN* 18 18 58.97 +16 14 53.4     16.1     SNIa 37 1
647 SN 1998V SN* 18 22 37.40 +15 42 08.4   15.07       SNIa 72 1
648 SN 2007co SN* 18 23 03.60 +29 53 49.6 17.1 17.1 17.0     SNIa 72 1
649 SN 2008bw SN* 18 26 50.46 +51 08 16.6           SNIa 18 1
650 SN 2001br SN* 18 30 25.55 +34 06 13.0     16.6     SNIa 38 1
651 SN 2006bq SN* 18 39 58.68 +39 58 50.8     15.8     SNIa 48 1
652 SN 2002cs SN* 18 46 59.96 +45 42 19.7     16.3     SNIa 43 1
653 SN 2005ej SN* 18 53 38.48 +66 13 59.3     17.4     SNIa 10 1
654 SN 2003hu SN* 19 11 31.40 +77 53 35.2     18.0     SNIa 25 1
655 SN 2000cu SN* 19 24 20.95 -25 59 04.1     16.2     SNIa 22 1
656 SN 2003kh SN* 19 52 17.93 +58 58 52.5     17.5     SNIa 8 1
657 SN 2002do SN* 19 56 12.88 +40 26 10.8     16.3     SNIa 34 1
658 SN 2006eu SN* 20 02 51.15 +49 19 02.3     17.4     SNIa 28 1
659 SN 2002et SN* 20 08 31.02 -25 27 37.5     16.5     SNIa 12 1
660 SN 2004da SN* 20 22 21.24 +06 25 50.3     15.2     SNIapec 13 1
661 SN 2002cd SN* 20 23 34.42 +58 20 47.4     17.5     SNIa 42 1
662 SN 2012dn SN* 20 23 36.26 -28 16 43.4           SNIa-norm 64 2
663 SN 2004bv SN* 20 25 06.34 -24 48 53.7     15.6     SNIa 42 1
664 SN 2001dd SN* 20 30 54.08 -00 39 26.9     17     SNIa 9 1
665 SN 2004eo SN* 20 32 54.19 +09 55 42.7   15.07 17.8     SNIa 225 1
666 SN 2003gt SN* 20 32 59.12 +09 52 19.3     16.4     SNIa 33 1
667 SN 2007fq SN* 20 34 55.80 -23 06 15.8     17.3     SNIa 12 1
668 SN 2000dd SN* 20 35 00.10 -23 05 55.2     17.5     SNIa 10 1
669 SN 2004fu SN* 20 35 11.54 +64 48 25.7     16.8     SNIa 33 1
670 SN 2000E SN* 20 37 13.77 +66 05 50.2   12.85       SNIa 97 1
671 SN 2004bq SN* 20 43 58.28 -20 40 25.7     17.3     SNIa 7 1
672 SN 2002df SN* 20 45 39.33 -04 57 04.7     17.4     SNIa 15 1
673 SN 2003dt SN* 20 47 17.56 +00 18 42.8     17.5     SNIa 17 1
674 SN 2002ha SN* 20 47 18.596 +00 18 45.36     17.3     SNIa 89 1
675 SN 2002gf SN* 20 55 17.88 -00 04 21.4     19.4     SNIa 9 1
676 SN 2002el SN* 20 56 30.09 -18 33 34.3     17.6     SNIa 40 1
677 SN 2003gj SN* 21 07 19.18 -25 29 23.6     17.7     SNIapec 10 1
678 SN 1990R SN* 21 12 20.9 +12 36 37   17.5 17.5     SNIa 11 1
679 SN 2001fg SN* 21 12 45.23 -00 52 36.2           SNIa 10 1
680 SN 1994ab SN* 21 16 56.75 -28 19 51.3     17     SNIa 9 1
681 SN 2000ej SN* 21 20 15.66 -04 52 40.5     18     SNIa: 12 1
682 SN 2006cm SN* 21 20 17.460 -01 41 02.69     16.6     SNIa 47 1
683 SN 2001fh SN* 21 20 42.50 +44 23 53.2     17.2     SNIapec 33 1
684 SN 2001dl SN* 21 21 01.73 +09 10 50.4     17.1     SNIa 31 1
685 SN 2003ep SN* 21 21 07.34 +23 05 05.8     15.7     SNIa 10 1
686 SN 2006oa SN* 21 23 42.960 -00 50 35.02           SNIa 48 1
687 SN 2006eq SN* 21 28 37.13 +01 13 41.2           SNIa 48 1
688 SN 2006ev SN* 21 30 59.26 +13 59 21.2           SNIa 44 1
689 SN 2007fr SN* 21 37 08.3 +00 26 47           SNIa 26 1
690 SN 2004ca SN* 21 43 32.84 +43 41 33.0     18.2     SNIa 17 1
691 SN 1998co SN* 21 47 36.24 -13 10 52.3     16     SNIa 31 1
692 SN 2004ey SN* 21 49 07.81 +00 26 39.2     16.0     SNIa 78 1
693 SN 2004eq SN* 21 57 09.46 -34 34 51.3     16.8     SNIa 9 2
694 SN 2002ep SN* 21 57 21.66 -07 51 24.8     18.7     SNIa 9 1
695 SN 2016ekg SN* 22 00 03.59 -30 11 07.0           SNIa 10 0
696 SN 2007fs SN* 22 01 40.44 -21 30 29.6     15.4     SNIa 24 1
697 SNF 20080909-030 SN* 22 01 49.070 +13 03 19.10           SNIa 18 1
698 SN 2008ct SN* 22 02 24.48 +18 19 21.4           SNIa: 9 1
699 SN 2003kg SN* 22 03 34.64 +15 06 10.6     16.6     SNIa 11 1
700 SN 2008dr SN* 22 10 51.67 +02 06 29.6           SNIa 24 1
701 SN 2007cq SN* 22 14 40.41 +05 04 48.6     15.8     SNIa 72 1
702 SN 2004bz SN* 22 15 01.05 +15 24 16.6     18.3     SNIa 13 1
703 SN 2001ib SN* 22 15 38.72 +37 17 56.0     15.3     SNIa 12 1
704 SN 1999ee SN* 22 16 09.40 -36 50 31.5   14.85       SNIa 201 1
705 SN 2008ei SN* 22 17 33.25 +33 15 21.3           SNIa 19 1
706 SN 2013dy SN* 22 18 17.5 +40 34 09           SNIa-norm 128 0
707 SN 2002eb SN* 22 19 05.24 +24 35 39.8     18.5     SNIa 40 1
708 SN 2007su SN* 22 19 08.884 +13 10 39.89     17.1     SNIa 19 1
709 SN 2002jg SN* 22 19 28.80 +29 23 04.5     17.0     SNIa 37 1
710 SN 2002dl SN* 22 20 53.96 +33 17 33.7     17.7     SNIapec 30 1
711 SN 2001iq SN* 22 25 10.42 +42 43 04.2     17.2     SNIa 8 1
712 SN 2005di SN* 22 25 33.96 -24 14 29.0     18.6     SNIa 15 1
713 SN 1995T SN* 22 27 12.41 -09 29 44.4     18     SNIa 10 1
714 SN 2002gg SN* 22 27 45.93 +06 55 44.7     20.0     SNIa 8 1
715 SN 1996ca SN* 22 30 59.26 -13 59 50.9     16.5     SNIa 6 1
716 SN 2006gr SN* 22 32 22.67 +30 49 43.3     18.8     SNIa 69 1
717 SN 2003gn SN* 22 33 51.68 +20 48 08.5     18.4     SNIa 32 1
718 SN 2005kc SN* 22 34 07.34 +05 34 06.3     18.2     SNIa 89 1
719 SN 2001de SN* 22 34 18.06 +50 24 54.7     18.0     SNIa 11 1
720 SN 2007B SN* 22 35 31.10 +34 48 06.6     16.7     SNIa 8 1
721 SN 2016fff SN* 22 36 59.140 -25 13 55.63           SNIa 16 0
722 SN 1998eg SN* 22 39 30.29 +08 36 20.6   16.11       SNIa 68 1
723 SN 2006bh SN* 22 40 16.10 -66 29 06.3     14.8     SNIa 65 1
724 SN 2006py SN* 22 41 41.997 -00 08 12.90           SNIa 46 1
725 SN 2004ef SN* 22 42 10.020 +19 59 39.88           SNIa 107 1
726 SN 2002gb SN* 22 43 21.31 -00 06 53.0     18.9     SNIa 9 1
727 SN 1995ac SN* 22 45 34.14 -08 45 04.7   17.23 17.10     SNIapec 87 2
728 SN 2004db SN* 22 47 55.88 -22 19 40.5     17.8     SNIa 10 1
729 SN 2005er SN* 22 50 00.84 +11 37 05.7     18.7     SNIapec 17 1
730 SN 2002dr SN* 22 51 01.00 +31 22 23.0     17.0     SNIa 9 1
731 SN 2003gq SN* 22 53 20.68 +32 07 57.6     17.6     SNIapec 41 1
732 SN 1999do SN* 22 53 29.87 +31 38 42.9     18.0     SNIa 16 1
733 SN 2000fo SN* 22 58 25.34 +26 38 26.6     16.5     SNIa 10 1
734 SN 2006ha SN* 22 58 34.30 +15 10 25.8     18.4     SNIa 16 1
735 SN 2005ku SN* 22 59 42.61 +00 00 49.3   20.7       SNIa 49 1
736 SN 1997dt SN* 23 00 02.930 +15 58 50.92           SNIa 58 1
737 SNF 20080825-006 SN* 23 00 46.4 +07 34 58           SNIa 4 1
738 SN 2007hj SN* 23 01 47.89 +15 35 11.4     15.9     SNIa 59 1
739 SN 2008ec SN* 23 03 16.560 +08 52 19.81           SNIa 64 1
740 SN 2000dn SN* 23 05 05.86 -03 12 01.0     17.9     SNIa 49 1
741 SN 2006en SN* 23 10 05.06 +30 13 24.0     15.8     SNIa 45 1
742 SN 2002ey SN* 23 10 12.33 +07 32 59.9     17.7     SNIa 11 1
743 SN 2001ic SN* 23 10 43.34 +07 34 10.4     17.4     SNIa 35 1
744 SN 2007ob SN* 23 12 25.986 +13 54 49.13     17     SNIa 18 1
745 SN 1998dh SN* 23 14 40.31 +04 32 14.1   13.85       SNIa 92 1
746 SN 2006dv SN* 23 15 53.06 +05 07 50.2     17.7     SNIa 12 1
747 SN 2000ey SN* 23 19 25.0 +05 54 21           SNIa 11 1
748 SN 2006B SN* 23 21 09.78 +33 24 01.2     16.7     SNIa 14 1
749 SN 2001dt SN* 23 22 19.17 +50 09 25.3     18.2     SNIa 11 1
750 SN 2007oo SN* 23 22 19.50 +50 09 20.0     18.9     SNIa 7 1
751 SN 2006da SN* 23 27 48.57 +14 28 27.0     16.6     SNIa 12 1
752 SN 2000A SN* 23 27 58.90 +08 47 02.1     16.5     SNIa 13 1
753 SN 2002dp SN* 23 28 30.102 +22 25 38.06     15.1     SNIa 61 1
754 SN 2006do SN* 23 32 03.4 -27 43 33           SNIa 13 1
755 SN 2008ha SN* 23 34 52.69 +18 13 35.4           SNIax 203 1
756 SN 2007le SN* 23 38 48.45 -06 31 21.7     15.2     SNIa 139 1
757 SN 2007rx SN* 23 40 11.74 +27 25 16.5     17.2     SNIa 14 1
758 SN 2006dm SN* 23 41 47.839 -03 40 08.40     17.3     SNIa 43 1
759 SN 2006ch SN* 23 47 06.12 +29 28 50.6     16.5     SNIa 11 1
760 SN 2004fg SN* 23 47 24.45 +28 23 22.4     18.2     SNIa 15 1
761 SN 2000cw SN* 23 47 25.10 +28 23 15.8     17.4     SNIa 33 1
762 SN 2007cs SN* 23 49 39.00 +29 55 52.1     15.9     SNIa 15 1
763 SN 2002ef SN* 23 51 29.54 -13 22 46.4     16.5     SNIa 30 1
764 SN 1991bf SN* 23 52 15.36 -29 26 28.9     17.5     SNIa 9 1
765 SN 2001da SN* 23 53 32.78 +08 07 02.6     16.5     SNIa 58 1
766 SN 2007qe SN* 23 54 12.98 +27 24 33.0     17.4     SNIa 52 1
767 SN 2007fb SN* 23 56 52.37 +05 30 31.8     15.7     SNIa 46 1
768 SN 2002dx SN* 23 57 06.73 +29 50 15.5     18.8     SNIa 9 1
769 SN 2007ge SN* 23 57 31.42 +47 27 02.4     17.9     SNIa 9 1
770 SN 2007fc SN* 23 57 33.89 -21 59 53.0     16.9     SNIa 9 1
771 SN 2005iq SN* 23 58 32.50 -18 42 33.0     17.2     SNIa 80 1
772 SN 2007kg SN* 23 58 37.43 +60 59 06.7     17.1     SNIa 9 1
773 SN 2003he SN* 23 58 57.05 -02 14 53.1     18.7     SNIa 30 1

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