2022ApJ...925..115H

Query : 2022ApJ...925..115H

2022ApJ...925..115H - Astrophys. J., 925, 115-115 (2022/February-1)

The Dependence of the Type Ia Supernova Host Bias on Observation or Fitting Technique.

HAND J., LIU S., GALBANY L., PERREFORT D., WOOD-VASEY W.M. and BURNS C.

Abstract (from CDS):

More luminous Type Ia supernovae prefer less massive hosts and regions of higher star formation. This correlation is inverted during width-color-luminosity light-curve standardization resulting in step-like biases of distance measurements with respect to host properties. Using the PMAS/PPak Integral-field Supernovahosts COmpilation (PISCO) supernova host sample and Sloan Digital Sky Survey, Galaxy Evolution Explorer, and Two Micron All Sky Survey photometry, we compare host stellar mass and specific star-formation rate (sSFR) from different observation methods, including local versus global, and fitting techniques to measure their impact on the host step biases. Mass-step measurements for all our mass samples are consistent within a 1σ significance from -0.03 ± 0.02 mag to -0.04 ± 0.02 mag. Including or excluding UV information had no effect on measured mass-step size or location. sSFR step sizes are more significant than mass-step measurements and varied from 0.05 ± 0.03 mag (Hα) and 0.06 ± 0.02 mag (UV) for a 51 host sample. The sSFR step location is influenced by the mass sample used to normalize star formation and by sSFR tracer choice. The step size is reduced to 0.04 ± 0.03 mag when using all available 73 hosts with Hα measurements. This 73 PISCO host subsample overall lacked a clear step signal, but here we are searching for whether different choices of mass or sSFR estimation can create a step signal. We find no evidence that different observation or fitting techniques choices can create a distance measurement step in either mass or sSFR.

Abstract Copyright: © 2022. The Author(s). Published by the American Astronomical Society.

Journal keyword(s): Type Ia supernovae - Observational cosmology - Astronomical techniques - Galaxy properties

VizieR on-line data: <Available at CDS (J/ApJ/925/115): table5.dat table6.dat table7.dat table8.dat table9.dat table10.dat>

Simbad objects: 420

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Number of rows : 420
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 NGC 7803 GiG 00 01 19.9689164664 +13 06 40.486549320   13.8   12.62   ~ 98 0
2 Z 382-21 Sy2 00 03 05.6532278352 -01 54 49.909114908   13.92 13.32 12.40 12.08 ~ 116 0
3 Z 477-52 GiG 00 05 48.3882144480 +27 26 57.717095280   15.2       ~ 48 0
4 SN 2003it SN* 00 05 48.523 +27 27 08.61     17.2     SNIa 46 1
5 Z 382-35 EmG 00 14 31.872 -00 44 15.63   14.80   14.1 13.8 ~ 120 0
6 Z 456-48 AG? 00 15 51.274 +16 05 23.29   14.0       ~ 94 0
7 SN 2017ya SN* 00 16 44.480 +15 20 31.52           SNIa 6 0
8 2MASS J00164451+1520306 G 00 16 44.5035338867 +15 20 30.740181090           ~ 2 0
9 iPTF 14gnl SN* 00 23 48.33 -03 51 27.9           Ia 10 0
10 6dFGS gJ002348.3-035121 LSB 00 23 48.3334413480 -03 51 20.665562148   16.06   15.48   ~ 10 0
11 2MASS J00235669+2931186 G 00 23 56.69688 +29 31 18.6960           ~ 3 0
12 SN 2007A SN* 00 25 16.66 +12 53 12.5     16.0     SNIa 82 1
13 NGC 105 G 00 25 16.7518787184 +12 53 01.913865576   14.1       ~ 73 0
14 SN 1997cw SN* 00 25 17.27 +12 53 06.2   16.00       SNIapec 48 1
15 NGC 214 AGN 00 41 28.0237030104 +25 29 57.833719800   13.0       ~ 185 0
16 SN 2003ic SN* 00 41 50.335 -09 18 19.12     17.6     SNIa 52 1
17 MCG-02-02-086 rG 00 41 50.45002 -09 18 11.4633   14 13.52 12.94   ~ 154 1
18 M 31 AGN 00 42 44.330 +41 16 07.50 4.86 4.36 3.44     ~ 13622 1
19 SDSS J004750.94+314922.5 G 00 47 50.94432 +31 49 22.5084           ~ 2 0
20 LEDA 1709570 G 00 50 17.6 +24 31 54           ~ 6 0
21 SN 2012hl SN* 00 50 17.76 +24 31 52.2           SNIa 5 1
22 NGC 309 EmG 00 56 42.6581930088 -09 54 49.952323224   12.7   11.76 12.4 ~ 175 0
23 LEDA 73837 Sy2 01 14 43.8673343232 +00 17 09.676275180   19.17 18.41     ~ 44 0
24 SDSS J012052.56+032023.0 G 01 20 52.56984 +03 20 23.0784           ~ 4 0
25 NGC 495 GiG 01 22 55.9580753040 +33 28 17.045070636   14.0       ~ 98 0
26 SN 1999ej SN* 01 22 57.38 +33 27 58.0   15.65       SNIa 77 1
27 Z 502-63 Sy2 01 23 28.3133911128 +30 47 03.933642624   14.5       ~ 49 0
28 NGC 523 AG? 01 25 20.745 +34 01 30.57   13.5       ~ 123 1
29 SN 2001en SN* 01 25 22.855 +34 01 30.08     17.5     SNIa 68 1
30 IC 126 GiC 01 29 47.8659645096 -01 59 01.450801680   15.4       ~ 43 0
31 SN 1993ae SN* 01 29 48.91 -01 58 37.1   15.46 15.31     SNIa 62 1
32 Z 436-69 LSB 01 31 26.634 +14 16 38.99   15.1       ~ 83 0
33 SN 1999dk SN* 01 31 26.92 +14 17 05.7   15.06       SNIa 83 1
34 M 74 G 01 36 41.7451236624 +15 47 01.107512304 10.52 10.00 9.46 9.16   ~ 1934 1
35 LSQ 12gef SN* 01 40 33.70 +18 30 36.4           SNIa 5 0
36 LEDA 1561674 G 01 40 33.7171428288 +18 30 40.258993176           ~ 7 0
37 NGC 691 GiG 01 50 41.7087687336 +21 45 35.893604556   13.5       ~ 153 0
38 SN 2005W SN* 01 50 45.75 +21 45 35.6     15.2     SNIa 62 1
39 KUG 0147+328B G 01 50 51.20 +33 08 22.0   17       ~ 2 0
40 NGC 716 AG? 01 52 59.6547585288 +12 42 30.693406572   14.0       ~ 104 1
41 SN 2006td SN* 01 58 15.761 +36 20 57.77     15.1     SNIa 38 1
42 LEDA 74050 AG? 01 58 15.789 +36 20 53.85   16       ~ 14 0
43 NGC 774 LIN 01 59 34.7353817064 +14 00 29.546396964   13.97       ~ 85 1
44 NGC 776 GiG 01 59 54.5182947984 +23 38 39.440979708   13.4       ~ 125 0
45 SN 2009lf SN* 02 01 39.61 +15 19 58.1           SNIa 13 1
46 LEDA 1481751 G 02 01 40.7912089512 +15 19 52.514872752           ~ 8 0
47 IC 208 GiP 02 08 27.736 +06 23 41.53   14.8       ~ 81 0
48 MCG-01-06-070 LIN 02 13 15.7954116216 -07 39 42.788642796   13.87   12.89   ~ 47 1
49 Z 538-46 GiG 02 20 34.986 +41 34 26.55   15.3   14.17   ~ 17 0
50 NGC 890 GiG 02 22 01.0021097064 +33 15 57.770822916   12.5 11.62     ~ 116 0
51 NGC 930 GiG 02 27 54.6995451600 +20 19 57.038404260   13.7       ~ 74 0
52 NGC 938 GiG 02 28 33.5195261688 +20 17 01.358927304   13.8       ~ 58 0
53 2MASS J02305207+2228323 G 02 30 52.0848612816 +22 28 32.417165712           ~ 4 0
54 SN 1999dq SN* 02 33 59.68 +20 58 30.4   14.68       SNIapec 126 1
55 NGC 976 GiG 02 34 00.0380649672 +20 58 36.291595584   12.9       ~ 124 0
56 NGC 991 LSB 02 35 32.6841762360 -07 09 15.862909536   12.36   12.7 12.6 ~ 166 1
57 Z 505-29 GiG 02 38 51.8065325424 +27 50 50.091858024   14.4       ~ 72 0
58 ASASSN -15tz SN* 02 41 08.860 +43 40 48.78           SNIa 10 0
59 Z 539-76 G 02 41 09.3514929456 +43 40 57.848425572   15.6       ~ 22 0
60 Z 539-80 AG? 02 42 16.5463137792 +42 23 35.679530184   15.2       ~ 21 0
61 NGC 1056 Sy2 02 42 48.2914236192 +28 34 26.660028468   13.5       ~ 180 0
62 NGC 1060 GiG 02 43 15.045 +32 25 30.04 13.71 13.00 11.81     ~ 117 1
63 NGC 1070 AG? 02 43 22.2706436304 +04 58 06.153414060   13.0       ~ 69 1
64 NGC 1058 Sy2 02 43 30.0264850248 +37 20 28.782851784   12.29 11.75 10.85   ~ 483 0
65 NGC 1093 Sy2 02 48 16.1267562816 +34 25 11.324976636   14.3       ~ 80 0
66 2MASX J02485298+5302143 GiG 02 48 52.9989480288 +53 02 14.498241756           ~ 24 0
67 SN 2003iv SN* 02 50 07.244 +12 50 45.28     17.2     SNIa 45 1
68 Z 440-18 GiG 02 50 08.8512565344 +12 50 37.000140864   15.4       ~ 25 0
69 UGC 2308 GiG 02 50 12.2107026480 +47 03 16.445113380   16.0       ~ 26 0
70 NGC 1142 Sy2 02 55 12.2311509144 -00 11 00.807149472   15.42 14.41     ~ 350 1
71 Z 415-40 GiG 02 57 33.6694332216 +05 58 37.071491232   15.1       ~ 62 0
72 ATLAS 16dpb SN* 02 57 34.01 +05 58 41.3           SNIa 9 0
73 LEDA 1186356 G 02 59 53.65990 +01 09 36.1355           ~ 10 0
74 SN 2007jd SN* 02 59 53.688 +01 09 36.83           SNIa 31 1
75 MCG-01-09-006 EmG 03 08 48.3246927360 -07 02 26.264545224   15   13.72   ~ 68 1
76 SN 2005eq SN* 03 08 49.31 -07 01 59.7     17.4     SNIa 95 1
77 SN 2013gv SN* 03 09 57.30 +19 12 48.6           SNIa 8 1
78 IC 1890 GiG 03 09 58.4355019200 +19 12 29.103677604   15.6       ~ 20 0
79 Z 390-41 GiG 03 16 31.8445225944 -00 28 05.163516552   14.9       ~ 58 0
80 SN 2008L SN* 03 17 16.596 +41 22 56.24       18.7   SNIa 44 1
81 NGC 1259 GiG 03 17 17.2707022200 +41 23 07.513025028   14.2       ~ 49 0
82 Z 541-16 GiG 03 29 35.1328754496 +40 52 08.062137300   15.0       ~ 19 0
83 MCG-01-10-019 EmG 03 40 42.9802407216 -06 24 54.559212624   15   13.26   ~ 64 1
84 SN 2006kf SN* 03 41 50.48 +08 09 25.0     17.4     SNIa 78 1
85 Z 417-4 AG? 03 41 50.8600448976 +08 09 35.357640624   15.0       ~ 41 0
86 Z 526-7 LIN 03 43 56.8951364376 +39 17 42.501138036   13.8       ~ 70 1
87 UGC 2912 GiG 03 59 33.3423485424 +42 36 59.801368968   16.0       ~ 20 0
88 Z 487-11 AG? 04 02 18.5051195928 +25 49 00.980374044   14.8       ~ 28 0
89 Z 327-13 AG? 04 03 16.756 +71 43 12.47   15.7       ~ 35 1
90 NGC 1590 GiG 04 31 10.2576657432 +07 37 51.019626504   14.6       ~ 59 0
91 UGC 3108 GiG 04 38 28.3254880752 +44 02 13.528727160   18       ~ 39 0
92 SN 2006lf SN* 04 38 29.49 +44 02 01.5     18.0     SNIa 65 1
93 NGC 1637 Sy2 04 41 28.1926876152 -02 51 28.667815488   11.4   11.0 11.3 ~ 444 0
94 SN 2012id SN* 04 42 41.14 +18 34 59.7           SNIa 7 1
95 2MASX J04424248+1835003 GiG 04 42 42.4379807040 +18 35 00.025414440           ~ 14 0
96 UGC 3151 GiG 04 45 19.616 +11 04 04.53   16.5       ~ 61 0
97 SN 1995bd SN* 04 45 21.24 +11 04 02.5   17.29       SNIapec 73 1
98 NGC 1667 Sy2 04 48 37.1804579280 -06 19 11.824427712   13.66 12.86 11.72   ~ 384 2
99 IC 391 AG? 04 57 21.103 +78 11 19.50   12.80       ~ 84 0
100 Z 420-31 GiC 05 03 33.2223451200 +06 39 26.274266388   15.6       ~ 47 0
101 SN 2009ad SN* 05 03 33.38 +06 39 35.7           SNIa 49 1
102 UGC 3312 GiG 05 28 40.3960142688 +22 06 49.309993800   16.5       ~ 20 0
103 Z 231-2 GiG 05 28 44.7553806264 +49 53 00.375628272   15.5       ~ 19 0
104 Z 308-9 GiG 06 08 30.3739788504 +64 43 25.144033404   14.7       ~ 29 0
105 SN 2006N SN* 06 08 31.24 +64 43 25.1     15.0     SNIa 66 1
106 Z 308-15 GiG 06 15 49.162 +66 50 21.32   15.3       ~ 33 0
107 Z 204-9 G 06 42 51.762 +41 25 14.90   15.6       ~ 25 0
108 Z 145-12 AG? 06 49 51.324 +28 22 15.83   15.3       ~ 34 0
109 MCG+04-16-004 GiG 06 49 59.6561744808 +25 38 03.711398028   14.3       ~ 38 0
110 SN 2008C SN* 06 57 11.53 +20 26 13.7     14.9     SNIa 60 1
111 Z 85-18 GiG 06 57 11.7249963264 +20 26 14.193949236   15.1       ~ 44 0
112 Z 261-14 AG? 07 01 05.0534261760 +51 16 11.051587020   14.7       ~ 35 0
113 NGC 2315 GiG 07 02 33.0767008560 +50 35 26.012935536   14.5       ~ 39 0
114 SN 2000B SN* 07 05 40.73 +50 35 10.5   15.94       SNIa 42 1
115 NGC 2320 GiG 07 05 42.0152480592 +50 34 51.563046000   13.9       ~ 107 0
116 NGC 2333 GiG 07 08 21.3564549768 +35 10 11.937587880   14.1       ~ 28 0
117 Z 116-39 AG? 07 15 29.570 +23 25 34.44   15.4       ~ 38 0
118 SN 2000fa SN* 07 15 29.88 +23 25 42.4   15.85       SNIa 90 1
119 NGC 2347 LIN 07 16 04.087 +64 42 41.54   13.2       ~ 130 0
120 2MASX J07192718+5413454 G 07 19 27.2231997912 +54 13 45.199174296           ~ 2 0
121 Z 86-27 AG? 07 25 43.80 +20 06 08.0   15.5       ~ 25 0
122 NGC 2276 AG? 07 27 14.485 +85 45 16.20   12.3       ~ 393 0
123 Z 177-41 EmG 07 38 36.4958350800 +37 38 00.677716116   14.481 13.889 13.424 12.761 ~ 98 0
124 NGC 2431 GiG 07 45 13.4470781208 +53 04 30.800351172   14.3       ~ 23 0
125 SN 2007R SN* 07 46 37.513 +44 47 22.52     16.9     SNIa 37 1
126 Z 235-41 AGN 07 46 37.7102583240 +44 47 25.872178992   14.3       ~ 65 0
127 NGC 2444 AG? 07 46 53.0555407896 +39 01 55.100891208   13.1       ~ 110 1
128 MCG+11-10-034 G 07 51 34.2 +63 55 42   16       ~ 9 0
129 NGC 2441 GiG 07 51 54.6864254040 +73 00 56.553791256   12.7       ~ 106 0
130 SN 1995E SN* 07 51 56.75 +73 00 34.6   16.81 15.9     SNIa 122 1
131 Z 236-18 EmG 07 57 01.8519816768 +49 34 02.360995104   13.90       ~ 122 0
132 Z 178-14 GiG 07 59 13.0699024344 +32 54 52.934088096   13.5       ~ 114 1
133 Z 3-4 AG? 08 02 05.961 +00 48 32.74   15.5       ~ 30 0
134 Z 310-34 GiG 08 05 06.9237152856 +66 46 58.662972300   14.6       ~ 72 0
135 SN 2000ce SN* 08 05 09.45 +66 47 15.2   17.24       SNIa 69 1
136 NGC 2526 GiP 08 06 58.6222158888 +08 00 14.127856236   14.6       ~ 49 0
137 Z 207-42 G 08 11 43.4782951392 +41 33 17.942853816   15.3       ~ 33 1
138 Z 3-25 AG? 08 17 15.727 +01 12 22.96   15.3       ~ 28 0
139 Z 119-29 AGN 08 17 25.7946713184 +21 41 07.680895332   14.5       ~ 111 0
140 NGC 2554 Sy2 08 17 53.5033827360 +23 28 19.801114428   13.5       ~ 69 0
141 NGC 2565 GiG 08 19 48.3010303872 +22 01 53.130704844   13.8       ~ 130 0
142 NGC 2577 GiP 08 22 43.4495600280 +22 33 11.142071640   13.8       ~ 133 0
143 IC 2373 EmG 08 26 48.992 +20 21 53.47   15.5       ~ 40 0
144 Z 119-103 LIN 08 27 05.9618029776 +21 38 43.030642200   15.0       ~ 60 0
145 SN 2005mc SN* 08 27 06.36 +21 38 45.6     17     SNIa 58 1
146 NGC 2596 GiG 08 27 26.5144127904 +17 17 02.740697556   14.2       ~ 82 0
147 NGC 2595 H2G 08 27 42.0263359560 +21 28 44.704954668   13.9       ~ 198 0
148 SN 1999aa SN* 08 27 42.03 +21 29 14.8           SNIap 274 1
149 Z 4-35 GiG 08 28 17.9892069120 +00 17 21.468566868   15.1       ~ 18 0
150 Z 349-26 AG? 08 30 53.313 +74 41 14.95   15.4       ~ 13 0
151 Z 4-45 G 08 31 32.8877349264 -01 11 52.137979584   15.00       ~ 69 0
152 SN 2007bd SN* 08 31 33.281 -01 11 57.98           SNIa 100 1
153 Z 263-45 GiG 08 33 22.6940205816 +52 31 56.111258604   14.32       ~ 65 1
154 NGC 2604 GiP 08 33 23.057 +29 32 19.03   15.38 14.92     ~ 122 0
155 Z 208-17 LIN 08 33 30.7687961232 +41 31 31.646584128   14.7       ~ 46 0
156 SN 2006bb SN* 08 33 31.09 +41 31 04.1     17.4     SNIa 31 1
157 LEDA 3352392 G 08 35 16.333 +48 19 01.41           ~ 7 0
158 SN 2008bi SN* 08 35 53.39 +00 42 23.1           SNIa 26 1
159 NGC 2618 AG? 08 35 53.5430063664 +00 42 25.606115604   13.9       ~ 47 0
160 LEDA 2344163 G 08 37 45.5848293720 +49 28 40.127970756           ~ 7 0
161 NGC 2623 LIN 08 38 24.016 +25 45 16.29 14.10 13.99 13.36     ~ 533 2
162 SN 1999gd SN* 08 38 24.61 +25 45 33.1   16.94       SNIa 72 1
163 NGC 2639 Sy2 08 43 38.0682469032 +50 12 19.942091604 12.90 12.56 11.65     ~ 451 2
164 LEDA 1530175 G 08 53 57.1984770456 +17 19 42.771997992           ~ 12 0
165 LSQ 14q SN* 08 53 57.58 +17 19 38.0           SNIa 5 0
166 NGC 2691 AGN 08 54 46.3029605232 +39 32 19.662419904   14.87 14.10     ~ 106 0
167 SN 2008hv SN* 09 07 34.06 +03 23 32.1           SNIa-norm 96 1
168 NGC 2765 GiG 09 07 36.6392523384 +03 23 34.469642868   13.30       ~ 95 0
169 NGC 2771 LIN 09 10 39.6636582912 +50 22 47.313323184   14.0       ~ 50 0
170 NGC 2748 GiG 09 13 43.03707 +76 28 31.2310   11.7       ~ 223 0
171 NGC 2789 GiG 09 14 59.6633196096 +29 43 48.923561748   13.8 13.06 12.543   ~ 93 0
172 SN 2009cz SN* 09 15 00.0 +29 44 07           SNIa 32 1
173 Z 332-47 AG? 09 24 01.9540664640 +68 33 45.182330172   14.6       ~ 21 0
174 IC 2481 G 09 27 28.8048814800 +03 55 46.561377252   14.5       ~ 64 1
175 SN 2003I SN* 09 27 29.48 +03 55 45.6     17.6     SNIb 21 1
176 NGC 2906 AGN 09 32 06.2228278920 +08 26 30.486567516   13.1       ~ 189 0
177 Z 35-6 G 09 34 38.6347802976 +05 50 29.020981776   14.9       ~ 68 0
178 NGC 2916 Sy2 09 34 57.5933209584 +21 42 18.960584796 12.81 12.74 12.05     ~ 162 1
179 NGC 2926 GiG 09 37 30.9966620544 +32 50 29.228734248   14.4       ~ 43 0
180 SN 2001fe SN* 09 37 57.023 +25 29 40.85     16.0     SNIa 68 1
181 Z 122-38 LIN 09 37 57.9968638056 +25 29 41.289017712   14.3       ~ 65 0
182 NGC 2949 G 09 39 52.1446968600 +16 55 04.481925420   15.2       ~ 18 0
183 CRTS MLS130215 J093953+165516 SN* 09 39 53.18 +16 55 16.4           SNIa 7 0
184 LEDA 3086846 G 09 45 07.77845 +58 40 09.0131           ~ 6 0
185 SN 2014J SN* 09 55 42.12 +69 40 25.9           SNIa-norm 456 1
186 M 82 AGN 09 55 52.430 +69 40 46.93 9.61 9.30 8.41     ~ 6156 6
187 2MASX J09591230-0900095 G 09 59 12.2798792112 -09 00 09.422141076           ~ 6 0
188 LSQ 12hzj SN* 09 59 12.43 -09 00 08.3           SNIa 17 1
189 Z 64-17 Sy2 09 59 14.7746709912 +12 59 16.364182488   15.6       ~ 33 0
190 ASASSN -15cd SN* 09 59 14.990 +12 59 18.27           SNIa 9 0
191 Z 8-23 GiG 10 01 11.8770502968 +00 19 45.534479988   15.4       ~ 25 0
192 SN 2013U SN* 10 01 12.00 +00 19 42.3           SNIaPec 15 1
193 UGC 5392 G 10 01 35.775 +21 36 27.04   16.0       ~ 44 0
194 NGC 3057 LSB 10 05 39.306 +80 17 08.40   14.2       ~ 102 0
195 2MASX J10091969+1459268 AG? 10 09 19.6917149448 +14 59 27.326213592           ~ 19 0
196 SN 2007ux SN* 10 09 19.98 +14 59 32.8     18.5     SNIa 44 1
197 NGC 3158 rG 10 13 50.527 +38 45 53.68   13.4       ~ 129 0
198 Z 313-9 AG? 10 15 00.666 +65 08 23.28   14.4       ~ 57 0
199 NGC 3180 GiG 10 18 16.985 +41 25 27.77   10.4       ~ 777 0
200 MCG+08-19-017 G 10 18 58.0030340976 +46 27 14.973786864   16       ~ 23 0
201 Z 65-46 AG? 10 29 46.777 +13 01 05.35   14.9       ~ 59 0
202 NGC 3310 AGN 10 38 45.85707 +53 30 11.8940   12.45 12.15     ~ 809 1
203 NGC 3323 EmG 10 39 39.0315407040 +25 19 22.184099580   14.3       ~ 73 0
204 LEDA 1690176 G 10 52 54.3197458464 +23 35 51.288353844           ~ 5 0
205 LSQ 15agh SN* 10 52 54.780 +23 27 41.65           SNIa 7 0
206 NGC 3451 H2G 10 54 20.859 +27 14 22.76   13.5       ~ 132 0
207 Z 184-37 LIN 10 55 55.2559428168 +36 51 41.494143924   14.6       ~ 59 0
208 NGC 3499 GiG 11 03 11.0483985840 +56 13 18.448285980   14.3       ~ 81 0
209 SN 2014aq SN* 11 12 34.72 +12 04 24.8           SNIa 4 1
210 LEDA 3090986 G 11 12 34.8822538200 +12 04 20.476006320           ~ 8 0
211 Z 11-65 EmG 11 20 38.6114966736 -03 32 46.674124296   15.5   14.806   ~ 14 0
212 SN 2009P SN* 11 20 38.78 -03 32 46.3           ~ 15 1
213 NGC 3655 Sy2 11 22 54.6356867928 +16 35 24.235700100   12.575 11.904 11.366 10.732 ~ 193 1
214 SN 1989A SN* 11 27 59.02 +29 30 21.4   14.10       SNIa 54 1
215 NGC 3687 H2G 11 28 00.6057378936 +29 30 39.756081528   13.0 12.58     ~ 150 0
216 Z 96-54 GiC 11 29 02.358 +17 13 55.15   15.3       ~ 61 0
217 SN 2013hh SN* 11 29 04.37 +17 14 09.5           SNIaPec 15 1
218 IC 701 GiC 11 31 00.655 +20 28 08.59   14.7   13.54   ~ 56 0
219 Z 185-80 AG? 11 32 02.3907222312 +36 41 52.797708996   14.0       ~ 80 0
220 2MASX J11343703+5453289 GiC 11 34 37.0375553616 +54 53 28.690726992           ~ 18 0
221 LEDA 35860 G 11 35 51.131 +34 16 55.92   17       ~ 17 0
222 Z 127-15 GiG 11 38 29.4636799752 +20 31 39.704385756   14.9       ~ 41 0
223 ASASSN -14my SN* 11 38 29.980 -08 58 35.79           SNIa 14 0
224 NGC 3774 GiG 11 38 30.2519263704 -08 58 34.481332596   15   13.69   ~ 24 0
225 SN 2012ij SN* 11 40 15.8 +17 27 22           SNIa-91bg 22 1
226 Z 97-50 GiG 11 40 16.0943486160 +17 27 26.114814540   14.6       ~ 40 0
227 NGC 3811 H2G 11 41 16.6113724536 +47 41 26.982320640   13.0       ~ 182 0
228 Z 97-68 GiC 11 42 24.4931317224 +20 07 09.739724664 14.59 14.55 13.84 13.53   ~ 145 1
229 NGC 3847 LIN 11 44 13.9755653160 +33 30 52.272176184   14.6       ~ 48 0
230 NGC 3861 Sy2 11 45 03.8789303016 +19 58 25.155429204 13.65 13.47 12.67 12.43   ~ 160 2
231 SN 2009ds SN* 11 49 04.11 -09 43 44.9           SNIa-norm 48 1
232 NGC 3905 Sy2 11 49 04.9150829016 -09 43 47.835584652   13   12.55   ~ 66 0
233 2MASX J11500404+2116472 GiC 11 50 04.0576886184 +21 16 47.417124000           ~ 10 0
234 NGC 3913 AG? 11 50 38.9407040280 +55 21 13.894641396   14.2       ~ 169 0
235 Z 97-169 GiC 11 51 52.507 +18 32 45.97   15.7   15.73   ~ 57 0
236 ASASSN -14lo SN? 11 51 53.191 +18 32 31.03           ~ 12 0
237 Z 68-91 AG? 11 55 30.4919590680 +11 55 25.394550636   15.7       ~ 21 0
238 SN 2014ah SN* 11 55 30.83 +11 55 26.3           SNIa 9 1
239 SN 1998aq SN* 11 56 25.87 +55 07 43.2   12.31 14.9     SNIa 197 1
240 NGC 3982 Sy2 11 56 28.1445516072 +55 07 30.859586652   12.20 11.70 11.18   ~ 588 1
241 NGC 4070 LIN 12 04 11.2984701048 +20 24 35.375326776   14.3       ~ 89 0
242 IC 758 AG? 12 04 11.875 +62 30 19.29   14.4       ~ 64 0
243 LEDA 38678 G 12 09 51.2547746160 +19 47 16.609275132   16.5       ~ 12 0
244 NVSS J120956+470547 rG 12 09 56.7125313912 +47 05 45.530904372           ~ 12 0
245 Z 98-79 GiC 12 10 36.954 +18 49 40.10   15.2       ~ 91 0
246 Z 243-52 EmG 12 13 36.8409138432 +46 29 38.145685632   15.1       ~ 47 1
247 NGC 4210 LIN 12 15 15.8513778552 +65 59 07.052376192   13.4       ~ 148 0
248 SN 1991bg SN* 12 25 03.70 +12 52 15.6   14.75 14.3     SNIapec 612 1
249 NGC 4384 EmG 12 25 12.012 +54 30 22.07   13.5       ~ 135 1
250 NGC 4470 H2G 12 29 37.8066943368 +07 49 27.284422224   12.9       ~ 257 0
251 SN 2008bz SN* 12 38 57.685 +11 07 45.60           SNIa 31 1
252 LEDA 1389223 G 12 38 58.1205518016 +11 07 50.169279324           ~ 14 0
253 Z 42-196 G 12 39.8 +03 49   15.6       ~ 3 0
254 ASASSN -15cb SN* 12 39 50.230 +03 47 49.77     16.8     SNIa 9 0
255 NGC 4644A GiP 12 42 42.6501505728 +55 08 43.928947644   14.8       ~ 85 0
256 SN 2004gu SN* 12 46 24.72 +11 56 56.1     17.5     SNIap 56 1
257 LEDA 92948 G 12 46 24.785 +11 56 57.72   17.34       ~ 21 0
258 MCG-01-33-012 GiG 12 49 01.5331269144 -09 27 25.112751408   15.5       ~ 39 0
259 MCG+05-30-111 EmG 12 52 16.234 +27 31 59.23   15.5       ~ 31 0
260 NGC 4774 rG 12 53 06.559 +36 49 11.35   14.6       ~ 44 1
261 IC 3917 EmG 12 56 53.5423399176 +22 22 25.083197328   15.60       ~ 69 1
262 NGC 4866 LIN 12 59 27.0952921176 +14 10 16.382228232   11.9       ~ 220 0
263 ASASSN -15ga SN* 12 59 27.292 +14 10 15.79     15.6     SNIa 20 0
264 NGC 4874 LIN 12 59 35.7093764280 +27 57 33.293892204 13.01 13.7 12.71 12.27 11.386 ~ 814 3
265 NGC 4961 EmG 13 05 47.5766802528 +27 44 03.247625004   13.5       ~ 196 0
266 NGC 5000 SBG 13 09 47.454 +28 54 25.07   14.0 13.41     ~ 182 1
267 Z 189-32 GiC 13 10 20.061 +32 28 54.41   15.6       ~ 72 0
268 NGC 5056 AG? 13 16 12.3107192976 +30 57 01.644570360   13.6       ~ 155 0
269 Z 271-34 AG? 13 22 32.4895793472 +54 49 05.563203204   15.4       ~ 46 0
270 NGC 5157 LIN 13 27 16.8572117376 +32 01 50.529499752   14.408       ~ 69 0
271 SNF 20080514-002 SN* 13 29 12.84 +11 16 20.5           SNIa 47 0
272 Z 72-84 GiG 13 29 13.6324262088 +11 16 33.009235788   15.3       ~ 43 0
273 iPTF 14bdn SN* 13 30 44.88 +32 45 42.4           SNIa 33 0
274 UGC 8503 EmG 13 30 45.062 +32 45 37.99   16.006       ~ 41 0
275 Z 218-50 EmG 13 48 39.119 +43 24 44.73   14.6       ~ 100 0
276 NGC 5338 AG? 13 53 26.5503668640 +05 12 27.975949560   14.3       ~ 118 0
277 NGC 5339 GiG 13 54 00.2660800368 -07 55 50.387342088   16.5       ~ 93 0
278 SN 2013aj SN* 13 54 00.68 -07 55 43.8           SNIa 23 1
279 NGC 5378 LIN 13 56 51.0226429536 +37 47 50.075664720   13.8       ~ 113 0
280 NGC 5406 LIN 14 00 20.1233388144 +38 54 55.474400196   13.1       ~ 133 0
281 NGC 5425 GiG 14 00 47.673 +48 26 37.82   14.3       ~ 88 0
282 NGC 5410 PaG 14 00 54.565 +40 59 18.14   14.1       ~ 52 0
283 Z 219-42 GiP 14 00 56.503 +41 00 19.17   15.4       ~ 33 0
284 NGC 5421 H2G 14 01 41.55 +33 49 30.5   14.3 14.3     ~ 68 0
285 NGC 5426 GiP 14 03 24.8484884640 -06 04 08.186632788   12.6   12.76 12.4 ~ 178 0
286 NGC 5480 AG? 14 06 21.522 +50 43 29.99   12.6       ~ 224 1
287 NGC 5468 GiP 14 06 34.8905851004 -05 27 10.718829772   12.1   11.58 12.2 ~ 160 0
288 SN 2009gf SN* 14 15 37.2 +14 16 49           SNIa-norm 18 1
289 NGC 5525 Sy2 14 15 39.2528174040 +14 16 57.312546312   14.1       ~ 60 0
290 NGC 5557 GiG 14 18 25.708 +36 29 37.28   12.2       ~ 237 0
291 Z 133-30 EmG 14 18 47.789 +24 56 25.90   15.3       ~ 77 0
292 NGC 5559 EmG 14 19 12.7952330376 +24 47 55.169328984   15.0       ~ 92 0
293 NGC 5587 LIN 14 22 10.7116072992 +13 55 04.956410460   14.0       ~ 98 0
294 NGC 5611 AG? 14 24 04.7758256208 +33 02 50.707920444   13.5       ~ 94 0
295 NGC 5630 AG? 14 27 36.581 +41 15 28.14   13.6       ~ 125 0
296 Z 75-65 AG? 14 32 53.525 +11 35 41.47   14.3       ~ 80 0
297 NGC 5668 AG? 14 33 24.3419973936 +04 27 01.650790800   12.7       ~ 226 0
298 Z 296-13 LSB 14 34 37.013 +59 20 16.17   15.5       ~ 97 0
299 NGC 5682 GiP 14 34 44.963 +48 40 12.93   15.1       ~ 105 0
300 Z 47-117 G 14 36 50.5751098320 +06 08 21.470609364   15.6       ~ 8 0
301 iPTF 14aaf SN* 14 36 51 +06 08.3           SNIa 5 0
302 NGC 5714 GiG 14 38 11.5257329928 +46 38 18.035624940   14.2       ~ 112 0
303 NGC 5732 AG? 14 40 38.9756466216 +38 38 16.358563788   14.4       ~ 86 0
304 NGC 5735 LIN 14 42 33.2401484496 +28 43 35.256709848   14.06 13.36     ~ 84 0
305 NGC 5772 SyG 14 51 38.8893193080 +40 35 57.036405696   13.90       ~ 110 0
306 Z 273-35 LIN 14 57 11.294 +52 20 45.61   14.6       ~ 38 0
307 SN 2016ews SN* 15 02 36.562 +23 21 10.14           SNIa 6 0
308 IC 4526 rG 15 02 38.2039368048 +23 21 01.526248908   17.02   14.59   ~ 31 0
309 NGC 5829 AG? 15 02 42.0057190680 +23 20 00.960234468   14.14   12.93   ~ 99 0
310 LEDA 2325560 G 15 02 49.98527 +48 47 00.7823           ~ 8 0
311 NGC 5837 rG 15 04 40.5946547880 +12 38 00.321482292   14.5       ~ 49 0
312 NGC 5888 LIN 15 13 07.3724076672 +41 15 52.641896508   14.3       ~ 98 0
313 NGC 5910 rG 15 19 24.73962 +20 53 46.7017   14.96   12.75   ~ 47 1
314 Z 194-5 G 15 25 05.7676728000 +37 57 36.448203672   15.4       ~ 53 0
315 LEDA 1979927 G 15 39 33.0773796024 +32 05 38.328785232           ~ 8 0
316 NGC 5980 GiG 15 41 30.4164434016 +15 47 15.745031088   13.3       ~ 111 0
317 Z 107-31 G 15 43 58.8981548736 +19 12 41.548493052   15.5       ~ 23 0
318 ASASSN -15dd SN* 15 43 59.070 +19 12 40.74           SNIa 12 0
319 IC 4582 AG? 15 45 39.412 +28 05 19.37   14.9       ~ 81 0
320 ASASSN -15db SN* 15 46 58.8 +17 53 02           SNIa-norm 14 0
321 NGC 5996 H2G 15 46 58.8879549840 +17 53 03.045863148   13.2       ~ 165 0
322 Z 136-98 EmG 15 51 13.2758402016 +25 42 06.817280364   15.0       ~ 59 0
323 Z 250-21 LIN 15 55 43.2631347161 +47 52 02.128636072   14.1       ~ 81 1
324 LEDA 2100286 G 15 57 02.7013806120 +37 25 00.115351680           ~ 10 0
325 Z 275-17 G 15 59 02.761 +51 18 16.24   15.0       ~ 76 0
326 LEDA 1242850 G 16 06 55.6214823408 +03 00 04.528977444           ~ 9 0
327 LSQ 13vy SN* 16 06 55.85 +03 00 15.1           ~ 7 0
328 NGC 6063 AG? 16 07 13.0021003512 +07 58 44.434838856   14.1       ~ 165 0
329 SN 1999ac SN* 16 07 15.01 +07 58 20.4   14.34       SNIap 144 1
330 GALEXASC J161311.68+013532.2 UV 16 13 11.686 +01 35 32.24           ~ 4 0
331 PSST 15sv SN* 16 13 11.74 +01 35 31.1           SNIa 14 0
332 LEDA 1584809 G 16 15 28.60467 +19 13 34.4170           ~ 9 0
333 Z 298-25 AG? 16 17 21.1517117352 +59 19 12.430734852   14.8       ~ 72 0
334 LEDA 2081417 G 16 18 12.448 +36 29 02.64           ~ 8 0
335 NGC 6146 Bla 16 25 10.3269925320 +40 53 34.331514324   13.8       ~ 139 1
336 NGC 6166 Sy2 16 28 38.24470063 +39 33 04.2335319   12.78 11.78     ~ 793 2
337 SN 2009fv SN* 16 29 44.22 +40 48 41.8           SNIa-norm 22 1
338 NGC 6173 LIN 16 29 44.8864037664 +40 48 41.890972320   14.0       ~ 180 0
339 SN 2014dl SN* 16 29 46.1 +08 38 30           SNIa-91T 15 1
340 Z 52-31 GiG 16 29 47.2965556272 +08 38 39.193479636   15.4       ~ 23 0
341 LEDA 1291561 G 16 30 15.0748290072 +05 55 51.496269024           ~ 7 0
342 LSQ 15aae SN* 16 30 15.700 +05 55 58.73           SNIa 12 0
343 NGC 6186 GiG 16 34 25.485 +21 32 27.01   14.2       ~ 109 0
344 SN 2002aw SN* 16 37 29.06 +40 52 50.3     16.6     SNIa 41 1
345 LEDA 2172338 AGN 16 37 29.2842545928 +40 52 47.989124292 19.71         ~ 62 1
346 SN 2007hu SN* 16 56 29.886 +27 58 39.75     17.7     SNIa 29 1
347 NGC 6261 LIN 16 56 30.5264443248 +27 58 39.242519688   15.2       ~ 52 0
348 SN 2008dt SN* 16 56 30.56 +27 58 33.2           SNIa 23 1
349 SDSS J170413.29+174857.7 G 17 04 13.29296 +17 48 57.6723           ~ 2 0
350 LEDA 2764109 G 17 10 08.6181359208 +74 43 43.001571900           ~ 5 0
351 NGC 6373 AG? 17 24 08.09410 +58 59 42.3452   14.33       ~ 49 1
352 SN 2000cn SN* 17 57 40.42 +27 49 58.1   16.82       SNIa 83 1
353 Z 171-34 GiG 17 57 41.0245136520 +27 50 05.061069060   14.5       ~ 53 0
354 IC 1277 GiP 18 10 27.3043582104 +31 00 11.717360100   15.0       ~ 35 0
355 Z 172-13 AG? 18 13 01.80 +29 41 44.9   15.3       ~ 23 0
356 NGC 6643 AG? 18 19 46.370 +74 34 06.23   11.80       ~ 320 1
357 2MASX J18242915+5226380 G 18 24 29.15760 +52 26 38.0870           ~ 3 0
358 Z 279-12 GiG 18 26 49.8428184456 +51 08 20.856694416   15.2       ~ 23 0
359 Z 200-24 AG? 18 30 25.4329222680 +34 06 10.191337128   15.5       ~ 22 0
360 SN 2001br SN* 18 30 25.55 +34 06 13.0     16.6     SNIa 38 1
361 Z 229-9 G 18 58 03.5007050736 +43 56 08.754393156   15.1       ~ 12 0
362 Z 229-10 G 18 58 40.650 +43 28 06.08   15.4       ~ 10 0
363 NGC 6786 Sy2 19 10 53.928 +73 24 36.20   13.7       ~ 80 1
364 Z 202-5 AG? 19 17 17.036 +33 25 30.92   15.6       ~ 23 1
365 Z 257-35 GiG 20 02 49.8534522360 +49 19 11.023429476   14.6       ~ 23 0
366 SN 2006eu SN* 20 02 51.15 +49 19 02.3     17.4     SNIa 28 1
367 NGC 6946 H2G 20 34 52.332 +60 09 13.24   10.5       ~ 2661 2
368 SN 2002ha SN* 20 47 18.596 +00 18 45.36     17.3     SNIa 89 1
369 NGC 6962 Sy2 20 47 19.0650209136 +00 19 14.912136624 13.38 13.00 12.14     ~ 151 1
370 SN 2016cyt SN* 21 09 35.830 +15 07 31.80           SNIa 8 0
371 NGC 7033 GiP 21 09 36.2809708560 +15 07 29.761028616   15.2       ~ 21 0
372 SN 2013fw SN* 21 13 44.9 +13 34 33           SNIa* 22 1
373 NGC 7042 GiP 21 13 45.8881727208 +13 34 29.603900928   13.0       ~ 45 0
374 NGC 7047 Sy2 21 16 27.6502399440 -00 49 35.423197932   14.3       ~ 84 0
375 Z 375-27 EmG 21 20 17.497 -01 41 03.62   14.89 14.09 13.44 15.380 ~ 82 0
376 MCG-01-54-016 AG? 21 25 59.802 -03 48 35.50   15       ~ 67 0
377 Z 426-61 G 21 30 57.6242719176 +13 59 10.229650188   15.5       ~ 48 0
378 SN 2006ev SN* 21 30 59.26 +13 59 21.2           SNIa 44 1
379 2MASX J21352164+2656051 G 21 35 21.6846476208 +26 56 04.720123932           ~ 5 0
380 Z 494-1 AG? 22 02 44.048 +31 41 44.47   15.70       ~ 30 0
381 MCG+07-45-015 G 22 08 54.2067925896 +40 20 58.001205696   16.0       ~ 13 0
382 SN 2008dr SN* 22 10 51.67 +02 06 29.6           SNIa 24 1
383 NGC 7222 AGN 22 10 51.7408758888 +02 06 20.957645412   15.1       ~ 32 0
384 SN 2011fs SN* 22 17 19.52 +35 34 50.0           SNIa-99aa 20 1
385 Z 514-6 GiG 22 17 19.7546127240 +35 34 16.275697932   15.2       ~ 49 0
386 NGC 7253 AG? 22 19 27.700 +29 23 44.85   14.4       ~ 88 0
387 SN 2002jg SN* 22 19 28.80 +29 23 04.5     17.0     SNIa 37 1
388 NGC 7311 LIN 22 34 06.7905936096 +05 34 13.172695392   13.4       ~ 125 0
389 SN 2005kc SN* 22 34 07.34 +05 34 06.3     18.2     SNIa 89 1
390 NGC 7319 Sy2 22 36 03.602 +33 58 33.18   14.57 13.53 12.65   ~ 325 0
391 NGC 7321 LIN 22 36 28.0158181824 +21 37 18.374440296   15.4       ~ 114 0
392 Z 514-99 GiG 22 41 53.6781089040 +34 55 10.873692048   13.16 12.58     ~ 28 0
393 NGC 7364 EmG 22 44 24.3715638768 -00 09 43.659115272   13.8       ~ 115 0
394 SN 2011im SN* 22 44 25.22 -00 10 02.0       19.0   SNIa 26 1
395 MCG+02-58-008 G 22 46 12.4129647168 +10 33 25.515704160   15.5       ~ 14 0
396 SN 2016cvw SN* 22 46 12.81 +10 33 32.4           SNIa 7 0
397 LEDA 1273459 G 22 53 24.7573756656 +04 47 58.251023484           ~ 10 0
398 ASASSN -14kd SN* 22 53 24.95 +04 47 57.3     16.8     SNIa 15 0
399 SN 2007hj SN* 23 01 47.89 +15 35 11.4     15.9     SNIa 59 1
400 NGC 7461 AG? 23 01 48.3342056808 +15 34 57.265786776   14.5       ~ 49 0
401 LEDA 1354027 G 23 02 46.6967101608 +08 48 18.258197220           ~ 10 0
402 NGC 7469 Sy1 23 03 15.6 +08 52 26 12.60 13.00 12.34     ~ 2253 3
403 SN 2008ec SN* 23 03 16.560 +08 52 19.81           SNIa 64 1
404 NGC 7489 AG? 23 07 32.6813971224 +22 59 52.998974304   14.3       ~ 99 0
405 NGC 7503 rG 23 10 42.2807650944 +07 34 03.752239404   14.9       ~ 76 1
406 SN 2001ic SN* 23 10 43.34 +07 34 10.4     17.4     SNIa 35 1
407 IC 1481 Sy1 23 19 25.0863724296 +05 54 21.836715048   14.5       ~ 107 1
408 NGC 7619 GiG 23 20 14.524 +08 12 22.63   12.7       ~ 472 0
409 iPTF 13dym SN* 23 24 30.19 +14 39 04.0           SNIa 10 0
410 2MASS J23243021+1439035 G 23 24 30.2084201280 +14 39 03.588624468           ~ 6 0
411 NGC 7653 LIN 23 24 49.3605599784 +15 16 32.129440788   12.06 11.91     ~ 118 1
412 NGC 7691 EmG 23 32 24.4162266744 +15 50 52.220389776   14.2       ~ 92 0
413 Z 476-117 GiG 23 42 38.4110007048 +27 05 30.558074208   15.0       ~ 44 0
414 LEDA 1251356 G 23 44 57.63289 +03 23 37.9714           ~ 5 0
415 iPTF 13dkl SN* 23 44 57.99 +03 23 40.3           SNIa 7 0
416 Z 548-10 G 23 51 03.2179624128 +46 43 25.234209840   15.3       ~ 20 0
417 Z 381-55 G 23 51 06.218 +01 03 23.57   14.4       ~ 120 0
418 NGC 7771 GiG 23 51 24.880 +20 06 42.57 13.42 13.08 12.25     ~ 350 3
419 MCG+08-01-003 AG? 23 52 11.448 +47 23 43.43   16       ~ 11 0
420 Z 498-40 GiG 23 56 06.160 +29 22 40.44   15.4       ~ 32 0

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