CDS

2019ApJ...874..150B

Query : 2019ApJ...874..150B

2019ApJ...874..150B - Astrophys. J., 874, 150-150 (2019/April-1)

First cosmology results using SNe Ia from the dark Energy Survey: analysis, systematic uncertainties, and validation.

BROUT D., SCOLNIC D., KESSLER R., D'ANDREA C.B., DAVIS T.M., GUPTA R.R., HINTON S.R., KIM A.G., LASKER J., LIDMAN C., MACAULAY E., MOLLER A., NICHOL R.C., SAKO M., SMITH M., SULLIVAN M., ZHANG B., ANDERSEN P., ASOREY J., AVELINO A., BASSETT B.A., BROWN P., CALCINO J., CAROLLO D., CHALLIS P., CHILDRESS M., CLOCCHIATTI A., FILIPPENKO A.V., FOLEY R.J., GALBANY L., GLAZEBROOK K., HOORMANN J.K., KASAI E., KIRSHNER R.P., KUEHN K., KUHLMANN S., LEWIS G.F., MANDEL K.S., MARCH M., MIRANDA V., MORGANSON E., MUTHUKRISHNA D., NUGENT P., PALMESE A., PAN Y.-C., SHARP R., SOMMER N.E., SWANN E., THOMAS R.C., TUCKER B.E., UDDIN S.A., WESTER W., ABBOTT T.M.C., ALLAM S., ANNIS J., AVILA S., BECHTOL K., BERNSTEIN G.M., BERTIN E., BROOKS D., BURKE D.L., CARNERO ROSELL A., CARRASCO KIND M., CARRETERO J., CASTANDER F.J., CUNHA C.E., DA COSTA L.N., DAVIS C., DE VICENTE J., DEPOY D.L., DESAI S., DIEHL H.T., DOEL P., DRLICA-WAGNER A., EIFLER T.F., ESTRADA J., FERNANDEZ E., FLAUGHER B., FOSALBA P., FRIEMAN J., GARCIA-BELLIDO J., GRUEN D., GRUENDL R.A., GUTIERREZ G., HARTLEY W.G., HOLLOWOOD D.L., HONSCHEID K., HOYLE B., JAMES D.J., JARVIS M., JELTEMA T., KRAUSE E., LAHAV O., LI T.S., LIMA M., MAIA M.A.G., MARRINER J., MARSHALL J.L., MARTINI P., MENANTEAU F., MILLER C.J., MIQUEL R., OGANDO R.L.C., PLAZAS A.A., ROMER A.K., ROODMAN A., RYKOFF E.S., SANCHEZ E., SANTIAGO B., SCARPINE V., SCHUBNELL M., SERRANO S., SEVILLA-NOARBE I., SMITH R.C., SOARES-SANTOS M., SOBREIRA F., SUCHYTA E., SWANSON M.E.C., TARLE G., THOMAS D., TROXEL M.A., TUCKER D.L., VIKRAM V., WALKER A.R., ZHANG Y. (The DES Collaboration)

Abstract (from CDS):

We present the analysis underpinning the measurement of cosmological parameters from 207 spectroscopically classified SNe Ia from the first 3 years of the Dark Energy Survey Supernova Program (DES-SN), spanning a redshift range of 0.017 < z < 0.849. We combine the DES-SN sample with an external sample of 122 low-redshift (z < 0.1) SNe Ia, resulting in a "DES-SN3YR" sample of 329 SNe Ia. Our cosmological analyses are blinded: after combining our DES-SN3YR distances with constraints from the Cosmic Microwave Background, our uncertainties in the measurement of the dark energy equation-of-state parameter, w, are 0.042 (stat) and 0.059 (stat+syst) at 68% confidence. We provide a detailed systematic uncertainty budget, which has nearly equal contributions from photometric calibration, astrophysical bias corrections, and instrumental bias corrections. We also include several new sources of systematic uncertainty. While our sample is less than one-third the size of the Pantheon sample, our constraints on w are only larger by 1.4x, showing the impact of the DES-SN Ia light-curve quality. We find that the traditional stretch and color standardization parameters of the DES-SNe Ia are in agreement with earlier SN Ia samples such as Pan-STARRS1 and the Supernova Legacy Survey. However, we find smaller intrinsic scatter about the Hubble diagram (0.077 mag). Interestingly, we find no evidence for a Hubble residual step (0.007 ± 0.018 mag) as a function of host-galaxy mass for the DES subset, in 2.4σ tension with previous measurements. We also present novel validation methods of our sample using simulated SNe Ia inserted in DECam images and using large catalog-level simulations to test for biases in our analysis pipelines.

Abstract Copyright: © 2019. The American Astronomical Society. All rights reserved.

Journal keyword(s): cosmological parameters - dark energy - supernovae: general

VizieR on-line data: <Available at CDS (J/ApJ/874/150): table12.dat lcs/*>

Simbad objects: 329

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Number of rows : 329
N Identifier Otype ICRS (J2000)
RA 		ICRS (J2000)
DEC 		Mag U Mag B Mag V Mag R Mag I Sp type #ref
1850 - 2024 		#notes
1 SN 2006sr SN* 00 03 35.023 +23 11 45.67     17.4     SNIa 48 1
2 SN 2008hj SN* 00 04 01.913 -11 10 08.35           SNIa 34 1
3 SN 2003it SN* 00 05 48.523 +27 27 08.61     17.2     SNIa 38 1
4 SN 2007A SN* 00 25 16.66 +12 53 12.5     16.0     SNIa 63 1
5 DES15E1neh SN* 00 26 40.773 -42 57 50.64           SNIa 4 0
6 DES15E1ebw SN* 00 28 08.656 -43 17 29.61           SNIa 2 0
7 DES14E1tb SN* 00 28 48.004 -43 33 44.16           SNIa 3 0
8 DES15E1kst SN* 00 29 16.140 -42 03 07.92           SNIa 2 0
9 DES15E1ods SN* 00 29 26.013 -42 16 02.46           SNIa 3 0
10 DES15E1mar SN* 00 29 28.164 -43 23 17.37           SNIa 3 0
11 DES15E1mvj SN* 00 29 34.635 -42 48 48.34           SNIa 2 0
12 DES13E1goh SN* 00 29 51.628 -43 08 15.96           SNIa 2 0
13 DES15E1mvi SN* 00 30 05.946 -43 02 02.87           SNIa 3 0
14 DES13E1sae SN* 00 30 24.387 -42 17 53.65           SNIa 4 0
15 DES15E1cwo SN* 00 31 19.308 -42 30 05.04           SNIa 2 0
16 DES14E1rpk SN* 00 32 05.856 -42 39 58.48           SNIa 2 0
17 DES15E1lew SN* 00 32 08.721 -42 33 15.06           SNIa 3 0
18 DES15E1nei SN* 00 32 20.079 -43 44 27.00           SNIa 4 0
19 DES15E1kvp SN* 00 32 44.895 -43 34 36.97           SNIa 5 0
20 DES15E2kvn SN* 00 33 07.189 -44 08 24.56           SNIa 5 0
21 DES15E1ece SN* 00 33 52.355 -42 05 41.13           SNIa 2 0
22 DES14E1anf SN* 00 33 56.130 -43 20 58.98           SNIa 4 0
23 DES15E2dzb SN* 00 35 27.186 -44 55 01.56           SNIa 4 0
24 DES15E2so SN* 00 35 30.614 -44 22 16.77           SNIa 3 0
25 DES15E2mhv SN* 00 35 39.887 -44 53 37.44           SNIa 3 0
26 DES15E2nlz SN* 00 35 51.337 -44 40 36.11           SNIa 4 0
27 DES15E1kwg SN* 00 36 33.801 -43 29 14.12           SNIa 5 0
28 DES14E2slo SN* 00 37 23.139 -43 52 18.90           SNIa 2 0
29 DES15E2nk SN* 00 37 38.527 -43 55 13.22           SNIa 5 0
30 DES14E2u SN* 00 37 51.132 -43 43 17.26           SNIa 4 0
31 DES15E2uc SN* 00 37 53.408 -43 18 52.28           SNIa 3 0
32 DES15E2mhj SN* 00 38 13.275 -44 02 58.29           SNIa 3 0
33 DES14E2fyd SN* 00 40 00.626 -44 03 14.84           SNIa 2 0
34 DES15E2cwm SN* 00 40 42.937 -43 56 54.02           SNIa 6 0
35 DES15E2msq SN* 00 40 43.569 -43 38 41.63           SNIa 2 0
36 DES13E2tbn SN* 00 41 02.883 -44 23 38.73           SNIa 2 0
37 DES15E2mhy SN* 00 41 17.094 -43 53 10.42           SNIa 3 0
38 DES15E2bo SN* 00 41 36.952 -43 38 16.00           SNIa 4 0
39 SN 2003ic SN* 00 41 50.335 -09 18 19.12     17.6     SNIa 44 1
40 SN 2006et SN* 00 42 45.82 -23 33 30.4     16.1     SNIa 66 1
41 SN 2006mo SN* 00 46 38.479 +36 19 57.69     18.2     SNIa 35 1
42 SN 2007nq SN* 00 57 33.60 -01 23 19.5     17.6     SNIa 38 1
43 SN 2008fr SN* 01 11 49.14 +14 38 27.0           SNIa 28 1
44 SN 2008gl SN* 01 20 54.82 +04 48 19.1           SNIa 39 1
45 SN 2002jy SN* 01 21 16.231 +40 29 55.29     16.3     SNIa 35 1
46 SN 2001en SN* 01 25 22.855 +34 01 30.08     17.5     SNIa 58 1
47 SN 2005hf SN* 01 27 05.990 +19 07 00.84     16.7     SNIa 28 1
48 SN 2006ob SN* 01 51 48.132 +00 15 48.46           SNIa 58 1
49 SN 2005hc SN* 01 56 47.976 -00 12 48.62           SNIa 86 1
50 SN 2006td SN* 01 58 15.761 +36 20 57.77     15.1     SNIa 32 1
51 SN 2006ef SN* 02 04 19.529 -08 43 42.49     15.6     SNIa 55 1
52 SN 2009le SN* 02 09 17.14 -23 24 44.8   15.15 15.09     SNIa-norm 35 1
53 SN 2005lz SN* 02 10 49.728 +34 58 57.83     17.8     SNIa 35 1
54 DES15X1oox SN* 02 14 49.552 -04 40 29.06           SNIa 3 0
55 DES15X1ebs SN* 02 15 10.490 -04 31 20.07           SNIa 5 0
56 DES15X1eei SN* 02 15 29.569 -05 03 09.18           SNIa 2 0
57 DES15X1oqk SN* 02 15 35.689 -05 35 59.36           SNIa 3 0
58 DES13X1kae SN* 02 15 37.110 -04 12 33.18           SNIa 4 0
59 DES15X1mvl SN* 02 16 30.821 -05 40 49.99           SNIa 2 0
60 DES15X1ith SN* 02 17 08.516 -04 17 53.42           SNIa 5 0
61 DES15X1ney SN* 02 17 43.192 -04 58 33.75           SNIa 3 0
62 DES15X1mbc SN* 02 17 57.495 -04 51 44.76           SNIa 3 0
63 DES14X1fnt SN* 02 18 11.127 -05 00 36.41           SNIa 3 0
64 DES15X1odo SN* 02 18 17.309 -05 39 17.55           SNIa 3 0
65 SN 2002hu SN* 02 18 20.028 +37 27 58.57   16.83       SNIa 48 1
66 DES14X1oes SN* 02 19 19.904 -05 47 21.93           SNIa 3 0
67 DES15X1mzz SN* 02 19 37.208 -05 52 08.85           SNIa 3 0
68 DES14X2mqz SN* 02 20 10.077 -06 22 36.04           SNIa 2 0
69 DES15X1mav SN* 02 20 12.887 -04 56 49.92           SNIa 2 0
70 DES14X1qn SN* 02 20 13.387 -05 21 40.06           SNIa 2 0
71 DES15X2lxv SN* 02 20 25.732 -05 46 21.16           SNIa 3 0
72 DES15X1mwg SN* 02 20 29.449 -05 31 45.45           SNIa 3 0
73 DES15X2mey SN* 02 20 30.752 -06 26 47.30           SNIa 3 0
74 DES15X2efk SN* 02 20 32.124 -06 37 26.47           SNIa 2 0
75 DES15X1mvs SN* 02 20 32.407 -04 39 09.02           SNIa 2 0
76 DES15X2dzo SN* 02 20 43.317 -06 57 04.00           SNIa 2 0
77 DES15X2ogh SN* 02 20 44.135 -06 01 38.53           SNIa 3 0
78 DES14X2gxr SN* 02 21 10.709 -06 27 47.25           SNIa 3 0
79 DES15X1nxy SN* 02 21 12.602 -04 39 00.79           SNIa 3 0
80 DES15X1ojh SN* 02 21 22.726 -04 40 04.72           SNIa 3 0
81 DES14X2aph SN* 02 21 43.857 -06 56 26.01           SNIa 2 0
82 DES15X2kvt SN* 02 21 46.248 -05 38 23.45           SNIa 3 0
83 DES15X2mzv SN* 02 21 59.042 -06 29 53.51           SNIa 5 0
84 DES15X2nkz SN* 02 22 13.206 -05 52 18.15           SNIa 3 0
85 DES15X2mpm SN* 02 22 25.394 -06 08 59.49           SNIa 4 0
86 DES14X3kbb SN* 02 22 37.108 -04 07 59.71           SNIa 2 0
87 DES14X2dl SN* 02 22 44.294 -06 03 48.85           SNIa 3 0
88 DES14X2eei SN* 02 22 53.768 -06 15 24.58           SNIa 3 0
89 DES15X2lxw SN* 02 23 00.707 -06 15 51.06           SNIa 5 0
90 DES15X2asp SN* 02 23 14.237 -06 16 05.14           SNIa 3 0
91 DES14X3amb SN* 02 23 17.038 -05 10 55.73           SNIa 3 0
92 DES15X2nkl SN* 02 23 19.331 -06 31 34.72           SNIa 4 0
93 DES15X3lya SN* 02 23 19.505 -04 04 04.26           SNIa 5 0
94 DES15X2dzq SN* 02 23 29.222 -06 55 18.98           SNIa 2 0
95 DES14X2raq SN* 02 23 36.756 -05 28 53.24           SNIa 3 0
96 DES14X3tdv SN* 02 23 42.326 -04 01 07.99           SNIa 2 0
97 DES13X2agef SN* 02 23 43.638 -05 57 40.38           SNIa 2 0
98 DES15X3mwb SN* 02 23 45.797 -05 03 12.19           SNIa 3 0
99 DES15X3lqs SN* 02 23 53.232 -04 27 33.60           SNIa 2 0
100 DES14X2ags SN* 02 24 00.578 -06 29 51.84           SNIa 3 0
101 DES14X2rao SN* 02 24 01.896 -06 48 38.20           SNIa 3 0
102 DES14X3jmx SN* 02 24 14.025 -05 09 52.47           SNIa 3 0
103 DES14X3aeb SN* 02 24 24.608 -04 40 29.76           SNIa 3 0
104 DES13X3woy SN* 02 24 28.714 -04 58 02.27           SNI 8 0
105 DES14X3ajv SN* 02 24 58.404 -04 15 03.07           SNIa 3 0
106 DES14X2bnz SN* 02 25 01.245 -06 16 42.82           SNIa 3 0
107 DES15X3kxu SN* 02 25 03.192 -05 32 30.47           SNIa 5 0
108 DES15X2lnb SN* 02 25 05.973 -05 51 10.91           SNIa 2 0
109 DES15X3dyu SN* 02 25 16.220 -04 39 35.31           SNIa 5 0
110 DES13X3syi SN* 02 25 22.899 -05 19 26.88           SNIa 4 0
111 SN 2008hs SN* 02 25 29.62 +41 50 35.1           SNIa 25 1
112 DES15X2mei SN* 02 25 31.102 -05 52 44.36           SNIa 6 0
113 DES14X2mgg SN* 02 26 08.238 -06 45 35.97           SNIa 2 0
114 DES15X3itc SN* 02 26 25.591 -04 09 18.58           SNIa 5 0
115 DES14X3ftq SN* 02 26 39.293 -04 58 14.73           SNIa 3 0
116 DES15X3naa SN* 02 26 58.477 -04 58 03.87           SNIa 4 0
117 DES15X3kqv SN* 02 27 05.053 -05 00 11.13           SNIa 5 0
118 DES15X3auw SN* 02 27 15.166 -05 07 08.70           SNIa 5 0
119 DES14X3kvo SN* 02 27 24.154 -03 44 57.68           SNIa 2 0
120 DES15X3hp SN* 02 27 42.177 -04 18 53.73           SNIa 4 0
121 DES15X3lab SN* 02 28 09.733 -04 02 49.40           SNIa 2 0
122 DES15X3atu SN* 02 28 31.959 -04 02 28.68           SNIa 3 0
123 DES15X3flq SN* 02 28 32.939 -04 22 21.99           SNIa 4 0
124 SN 2010A SN* 02 32 39.459 +00 37 09.90           SNIa-99aa 26 1
125 SN 2005lu SN* 02 36 03.754 -17 15 49.50     17.1     SNIa 40 1
126 DES14S2dbi SN* 02 41 04.303 -00 57 18.93           SNIa 3 0
127 DES14S2pon SN* 02 41 12.379 -00 45 51.78           SNIa 3 0
128 DES15S2myz SN* 02 41 48.321 -00 22 06.84           SNIa 3 0
129 DES15S2mwz SN* 02 42 33.437 -01 15 16.77           SNIa 3 0
130 DES15S2dyb SN* 02 42 55.932 -01 23 34.52           SNIa 4 0
131 DES15S2ocv SN* 02 42 58.435 -00 16 02.66           SNIa 3 0
132 DES15S2eak SN* 02 43 21.993 -01 57 28.06           SNIa 4 0
133 DES14S2pkz SN* 02 43 27.378 -01 36 13.12           SNIa 4 0
134 DES15S2lmu SN* 02 43 27.620 -01 16 38.49           SNIa 2 0
135 DES15S2it SN* 02 43 34.633 -01 31 06.14           SNIa 3 0
136 DES15S2dye SN* 02 43 35.226 -01 07 47.73           SNIa 7 0
137 DES14S2bnq SN* 02 43 40.050 -00 45 43.01           SNIa 3 0
138 DES15S2mpg SN* 02 43 52.740 -01 13 45.39           SNIa 5 0
139 DES14S2qb SN* 02 43 59.719 -00 54 22.05           SNIa 3 0
140 DES15S2max SN* 02 44 02.006 -00 28 02.62           SNIa 3 0
141 DES14S2boa SN* 02 44 19.155 -00 27 01.31           SNIa 3 0
142 DES15S2lam SN* 02 44 27.909 -00 38 42.06           SNIa 3 0
143 DES14S2qf SN* 02 44 34.437 -01 17 06.44           SNIa 2 0
144 DES15S2mxe SN* 02 45 09.995 -01 33 53.67           SNIa 3 0
145 DES15S2lot SN* 02 45 32.153 -00 03 41.81           SNIa 3 0
146 DES15S2kqw SN* 02 45 58.925 -01 05 17.26           SNIa 3 0
147 DES13S2acrg SN* 02 46 26.375 -01 34 47.77           SNIa 2 0
148 DES15S2mpl SN* 02 46 53.901 -01 09 52.41           SNIa 4 0
149 DES15S2og SN* 02 46 54.044 -01 00 35.79           SNIa 6 0
150 DES15S2mau SN* 02 46 56.161 -00 41 26.21           SNIa 3 0
151 DES15S2eco SN* 02 46 57.316 -00 14 07.98           SNIa 3 0
152 DES15S1lyi SN* 02 48 51.278 -00 09 07.92           SNIa 5 0
153 DES14S1rah SN* 02 48 57.456 -00 24 30.23           SNIa 3 0
154 DES14S1kdq SN* 02 49 04.833 +00 34 56.44           SNIa 3 0
155 SN 2003iv SN* 02 50 07.244 +12 50 45.28     17.2     SNIa 37 1
156 DES14S1rag SN* 02 50 15.025 -00 44 41.91           SNIa 3 0
157 DES14S1lfk SN* 02 50 26.634 -00 21 42.18           SNIa 3 0
158 DES14S1aoz SN* 02 50 27.577 -00 52 18.35           SNIa 3 0
159 DES13S1sty SN* 02 50 51.557 -00 31 30.40           SNIa 2 0
160 DES14S1aot SN* 02 51 12.848 -00 40 08.74           SNIa 3 0
161 DES15S1mjm SN* 02 51 22.810 -00 38 54.48           SNIa 4 0
162 DES14S1qid SN* 02 51 56.616 -00 31 23.06           SNIa 3 0
163 DES13S1qv SN* 02 52 46.496 -00 07 38.93           SNIa 4 0
164 DES13S1acsq SN* 02 52 55.085 -00 32 30.56           SNIa 2 0
165 DES15S1ebd SN* 02 53 15.926 -00 01 48.21           SNIa 4 0
166 DES15S1mvv SN* 02 53 37.061 +00 30 36.66           SNIa 3 0
167 DES15S1oeh SN* 02 54 00.610 -00 22 12.97           SNIa 3 0
168 SN 2008gb SN* 02 57 57.10 +46 51 56.6           SNIa 19 1
169 SN 2005eq SN* 03 08 49.31 -07 01 59.7     17.4     SNIa 80 1
170 SN 2007kh SN* 03 15 12.049 +43 10 13.39     18.9     SNIa 14 1
171 SN 2008L SN* 03 17 16.596 +41 22 56.24       18.7   SNIa 36 1
172 SN 2008gp SN* 03 23 00.73 +01 21 42.8           SNIa 40 1
173 DES15C3lyd SN* 03 27 06.325 -28 37 40.25           SNIa 3 0
174 DES14C3cwp SN* 03 27 10.875 -27 49 19.57           SNIa 3 0
175 DES15C3odz SN* 03 27 54.955 -28 33 51.96           SNIa 4 0
176 DES14C3foo SN* 03 28 09.094 -27 31 58.47           SNIa 3 0
177 DES15C3axd SN* 03 28 11.438 -27 51 46.27           SNIa 5 0
178 DES14C3tvk SN* 03 28 16.641 -28 03 49.22           SNIa 3 0
179 DES14C3gqv SN* 03 28 38.854 -27 08 31.62           SNIa 3 0
180 DES14C3hud SN* 03 28 39.135 -28 06 29.84           SNIa 3 0
181 DES14C3uje SN* 03 29 08.184 -28 57 05.61           SNIa 3 0
182 DES15C3kuw SN* 03 29 12.844 -28 54 41.88           SNIa 2 0
183 DES15C3mga SN* 03 29 14.267 -28 23 07.34           SNIa 2 0
184 DES15C3lvt SN* 03 29 24.595 -28 59 48.13           SNIa 5 0
185 DES15C3tz SN* 03 29 35.738 -28 38 51.31           SNIa 2 0
186 DES15C3lzl SN* 03 29 38.124 -28 12 58.94           SNIa 2 0
187 DES14C3mpr SN* 03 30 09.221 -27 19 02.72           SNIa 2 0
188 DES15C3omh SN* 03 30 46.803 -28 38 57.59           SNIa 4 0
189 DES15C3efn SN* 03 30 59.185 -28 10 04.71           SNIa 7 0
190 DES14C3rap SN* 03 31 11.396 -27 57 33.51           SNIa 3 0
191 DES15C3nym SN* 03 31 23.155 -28 32 39.21           SNIa 4 0
192 DES15C3mgv SN* 03 31 26.377 -28 21 11.15           SNIa 4 0
193 DES15C3axo SN* 03 32 10.285 -28 17 36.68           SNIa 2 0
194 DES15C3kue SN* 03 32 18.187 -28 54 23.28           SNIa 2 0
195 DES15C1olp SN* 03 33 02.202 -26 51 14.72           SNIa 3 0
196 DES15C3edd SN* 03 33 10.671 -27 57 27.96           SNIa 6 0
197 DES14C3mpt SN* 03 33 12.204 -28 01 29.54           SNIa 3 0
198 DES14C2rsj SN* 03 33 25.885 -29 28 18.81           SNIa 2 0
199 DES13C3abhe SN* 03 33 28.790 -28 26 33.75           SNIa 3 0
200 DES14C2gwx SN* 03 33 35.133 -29 11 26.24           SNIa 3 0
201 DES14C2kdr SN* 03 33 39.747 -28 56 26.69           SNIa 2 0
202 DES14C2fkd SN* 03 33 45.333 -29 40 36.27           SNIa 3 0
203 DES13C3abht SN* 03 34 00.646 -28 39 36.73           SNIa 3 0
204 DES14C1qty SN* 03 34 06.236 -27 37 55.62           SNIa 3 0
205 DES15C2nfs SN* 03 34 29.045 -29 10 08.54           SNIa 3 0
206 DES15C2dym SN* 03 34 31.327 -29 38 56.21           SNIa 2 0
207 DES13C3dgs SN* 03 34 35.092 -28 07 37.20           SNIa 2 0
208 DES15C1eat SN* 03 34 42.411 -26 29 13.14           SNIa 5 0
209 DES14C1bdv SN* 03 34 52.660 -27 49 57.97           SNIa 3 0
210 DES14C2ikn SN* 03 35 23.570 -29 35 30.43           SNIa 3 0
211 DES14C2vnf SN* 03 35 34.848 -29 02 52.76           SNIa 3 0
212 DES13C1ryv SN* 03 35 35.894 -26 58 09.38           SNIa 2 0
213 DES14C2fkf SN* 03 35 38.762 -28 19 09.47           SNIa 3 0
214 DES15C2kyh SN* 03 35 52.905 -28 41 32.52           SNIa 4 0
215 DES15C2njv SN* 03 36 29.871 -28 34 11.46           SNIa 4 0
216 DES14C1es SN* 03 36 41.403 -27 50 24.00           SNIa 3 0
217 DES15C1aww SN* 03 37 12.402 -27 21 19.56           SNIa 2 0
218 DES15C2oxn SN* 03 37 22.440 -28 49 35.14           SNIa 2 0
219 DES13C1hwx SN* 03 37 40.462 -27 31 38.63           SNIa 2 0
220 DES15C2odp SN* 03 38 14.200 -28 42 35.53           SNIa 4 0
221 DES13C1juw SN* 03 38 31.035 -27 02 33.97           SNIa 4 0
222 DES14C2mng SN* 03 38 34.769 -29 11 39.94           SNIa 2 0
223 DES14C1eu SN* 03 38 53.580 -27 54 18.26           SNIa 3 0
224 DES15C1nhv SN* 03 39 00.937 -27 50 35.35           SNIa 4 0
225 DES14C1ikl SN* 03 39 28.822 -27 38 38.21           SNIa 2 0
226 DES15C1ebn SN* 03 39 30.547 -27 14 20.35           SNIa 5 0
227 DES15C1mvx SN* 03 39 32.061 -26 43 27.60           SNIa 4 0
228 DES14C2kct SN* 03 39 35.466 -28 54 38.74           SNIa 3 0
229 DES14C1jkw SN* 03 39 37.629 -27 48 46.89           SNIa 3 0
230 DES15C1atm SN* 03 39 47.214 -26 43 49.40           SNIa 6 0
231 DES15C1ebo SN* 03 40 09.839 -27 33 33.07           SNIa 2 0
232 DES15C1mvy SN* 03 40 11.301 -26 58 32.25           SNIa 4 0
233 DES15C1mhp SN* 03 40 21.384 -26 30 45.61           SNIa 2 0
234 DES14C1fkl SN* 03 40 24.632 -26 43 19.49           SNIa 3 0
235 DES15C2dyj SN* 03 40 40.638 -28 42 42.67           SNIa 5 0
236 DES15C2oxo SN* 03 41 21.767 -29 08 57.62           SNIa 4 0
237 SN 2006kf SN* 03 41 50.48 +08 09 25.0     17.4     SNIa 60 1
238 SN 2007kk SN* 03 42 23.258 +39 14 30.30     18.3     SNIa 38 1
239 SN 2009kk SN* 03 49 44.27 -03 15 51.9           SNIa-norm 20 1
240 SN 2009D SN* 03 54 22.83 -19 10 54.2           SNIa-norm 32 1
241 SN 2006hb SN* 05 02 01.28 -21 07 55.1     15.7     SNIa 45 1
242 SN 2009ad SN* 05 03 33.38 +06 39 35.7           SNIa 35 1
243 SN 2006N SN* 06 08 31.24 +64 43 25.1     15.0     SNIa 55 1
244 SN 2002kf SN* 06 37 15.284 +49 51 10.87     15.9     SNIa 28 1
245 SN 2008bq SN* 06 41 02.51 -38 02 19.0           SNIa 32 1
246 SN 2003ch SN* 07 17 57.891 +09 41 34.84     17.4     SNIa 33 1
247 SN 2007R SN* 07 46 37.513 +44 47 22.52     16.9     SNIa 32 1
248 SN 2006qo SN* 08 00 08.421 +56 22 07.24     18.9     SNIa 30 1
249 SN 2010H SN* 08 06 24.344 +01 02 09.01           SNIa-norm 16 1
250 SN 2006te SN* 08 11 42.962 +41 33 16.80     15.8     SNIa 37 1
251 SN 2002he SN* 08 19 58.804 +62 49 13.73     17.5     SNIapec 49 1
252 SN 2009kq SN* 08 36 15.09 +28 04 01.7           SNIa-norm 28 1
253 SN 2005ms SN* 08 49 14.322 +36 07 46.70     17.9     SNIa 50 1
254 SN 2002hd SN* 08 54 03.366 -07 11 21.48     18     SNIa 26 1
255 SN 2008hv SN* 09 07 34.06 +03 23 32.1           SNIa-norm 77 1
256 SN 2001G SN* 09 09 33.215 +50 16 50.84     16.1     SNIa 25 1
257 SN 2006lu SN* 09 15 17.63 -25 36 00.3     17.6     SNIa 27 1
258 SN 2007kd SN* 09 25 58.041 +34 38 00.12     16.6     SNIa 13 1
259 SN 2005M SN* 09 37 32.76 +23 12 10.0     18.8     SNIa 77 1
260 SN 2001fe SN* 09 37 57.023 +25 29 40.85     16.0     SNIa 59 1
261 SN 2008Z SN* 09 43 15.25 +36 17 03.9     17.2     SNIa 36 1
262 SN 2002bf SN* 10 15 42.316 +55 40 07.35   16.22       SNIa 61 1
263 SN 2008at SN* 10 27 12.469 +71 24 55.54     16.5     SNIa 15 1
264 SN 2006al SN* 10 39 28.239 +05 11 00.38     16.9     SNIa 32 1
265 SN 2005ki SN* 10 40 28.220 +09 12 08.21           SNIa 83 1
266 SN 2009na SN* 10 47 01.42 +26 32 38.1           SNIa-norm 23 1
267 SN 2010Y SN* 10 51 03.90 +65 46 47.0           SNIa-norm 30 1
268 SN 2006ak SN* 11 09 32.640 +28 37 51.64     15.8     SNIa 30 1
269 SN 2001ah SN* 11 10 29.835 +55 09 39.02     18.3     SNIapec 30 1
270 SN 2008Y SN* 11 19 30.582 +54 27 46.21     17.7     SNIa 18 1
271 SN 2006ax SN* 11 24 03.46 -12 17 29.2     17.1     SNIa 89 1
272 SN 2004as SN* 11 25 39.185 +22 49 49.04     17.3     SNIa 48 1
273 SN 2009ds SN* 11 49 04.11 -09 43 44.9           SNIa-norm 37 1
274 SN 2008ac SN* 11 53 45.198 +48 25 20.79     17.6     SNIa 18 1
275 SN 2001V SN* 11 57 24.910 +25 12 09.51   14.62       SNIa 100 1
276 SN 2008bf SN* 12 04 02.878 +20 14 42.29           SNIa 60 2
277 SN 2008by SN* 12 05 20.907 +40 56 44.43           SNIa 15 1
278 SN 2007sw SN* 12 13 36.932 +46 29 36.56     16.0     SNIa 17 1
279 SN 2006cp SN* 12 19 14.89 +22 25 38.2     18.2     SNIa 63 1
280 SN 2008ar SN* 12 24 37.921 +10 50 16.74     16.9     SNIa 52 1
281 SN 2008bz SN* 12 38 57.685 +11 07 45.60           SNIa 23 1
282 SN 2006ac SN* 12 41 44.90 +35 04 07.4     16.0     SNIa 63 1
283 SN 2004gu SN* 12 46 24.72 +11 56 56.1     17.5     SNIap 46 1
284 SN 2007aj SN* 12 47 54.522 +54 00 38.08     16.4     SNIa 15 1
285 SN 2005bo SN* 12 49 41.03 -11 05 47.4     15.3     SNIa 51 1
286 SN 2003ai SN* 13 00 58.700 +39 51 24.66     17.0     SNIa 12 1
287 SN 2007F SN* 13 03 15.059 +50 37 07.53     17.3     SNIa 60 1
288 SN 2002G SN* 13 07 55.283 +34 05 07.08       17.7   SNIa 42 1
289 SN 2006cq SN* 13 24 25.038 +30 57 22.32     17.3     SNIa 36 1
290 SN 2007ca SN* 13 31 05.81 -15 06 06.6     16.7     SNIa 59 1
291 SNF 20080522-000 SN* 13 36 47.61 +05 08 32.6           SNIa 16 0
292 SN 2008cf SN* 14 07 32.586 -26 33 07.74           SNIa 22 1
293 SN 2002bz SN* 14 24 40.525 +26 37 35.30     16.9     SNIa 26 1
294 SN 2006bw SN* 14 33 58.06 +03 47 50.4     16.6     SNIa 36 1
295 SN 2007O SN* 14 56 05.160 +45 24 17.39     16.8     SNIa 40 1
296 SN 2008af SN* 14 59 28.50 +16 39 12.3     17.1     SNIa 40 1
297 SN 2005be SN* 14 59 32.640 +16 40 11.64     16.1     SNIa 34 2
298 SNF 20080522-011 SN* 15 19 58.94 +04 54 16.5           SNIa 18 0
299 SN 2002ck SN* 15 47 00.762 -00 59 24.94     16.8     SNIa 45 1
300 SN 2007ap SN* 15 56 23.035 +16 30 57.92     15.5     SNIa 32 1
301 SN 2002de SN* 16 16 30.333 +35 42 30.09     16.0     SNIa 48 1
302 SN 2009fv SN* 16 29 44.22 +40 48 41.8           SNIa-norm 18 1
303 SN 2001az SN* 16 34 27.477 +76 01 46.35     17.1     SNIa 33 1
304 SN 2010dt SN* 16 43 15.062 +32 40 27.55           SNIa 19 1
305 SN 2007is SN* 16 47 14.608 +40 14 36.39     16.6     SNIa 20 1
306 SN 2007hu SN* 16 56 29.886 +27 58 39.75     17.7     SNIa 22 1
307 SN 2007ae SN* 17 01 52.068 +79 01 54.26     17.5     SNIa 25 1
308 SN 2006mp SN* 17 12 00.198 +46 33 21.53     16.9     SNIa 29 1
309 SN 2003U SN* 17 22 45.630 +62 09 50.65     18.0     SNIa 45 1
310 SN 2003fa SN* 17 44 07.734 +40 52 51.09     18.6     SNIa 45 2
311 SN 2007co SN* 18 23 03.60 +29 53 49.6 17.1 17.1 17.0     SNIa 60 1
312 SN 2004eo SN* 20 32 54.19 +09 55 42.7   15.07 17.8     SNIa 200 1
313 SN 2002ha SN* 20 47 18.596 +00 18 45.36     17.3     SNIa 73 1
314 SN 2006oa SN* 21 23 42.960 -00 50 35.02           SNIa 38 1
315 SN 2006eq SN* 21 28 37.13 +01 13 41.2           SNIa 40 1
316 SN 2006ev SN* 21 30 59.26 +13 59 21.2           SNIa 35 1
317 SN 2004ey SN* 21 49 07.81 +00 26 39.2     16.0     SNIa 65 1
318 SN 2006on SN* 21 55 58.484 -01 04 12.79           SNIa 33 1
319 SN 2007cq SN* 22 14 40.41 +05 04 48.6     15.8     SNIa 61 1
320 SN 2007su SN* 22 19 08.884 +13 10 39.89     17.1     SNIa 15 1
321 SN 2006gr SN* 22 32 22.67 +30 49 43.3     18.8     SNIa 58 1
322 SN 2006bh SN* 22 40 16.10 -66 29 06.3     14.8     SNIa 51 1
323 SN 2006py SN* 22 41 41.997 -00 08 12.90           SNIa 38 1
324 SN 2004ef SN* 22 42 10.020 +19 59 39.88           SNIa 88 1
325 SN 2007ob SN* 23 12 25.986 +13 54 49.13     17     SNIa 15 1
326 SN 2009nq SN* 23 15 17.007 +19 01 21.58           SNIa-norm 16 1
327 SN 2002dp SN* 23 28 30.102 +22 25 38.06     15.1     SNIa 49 1
328 SN 2007fb SN* 23 56 52.37 +05 30 31.8     15.7     SNIa 37 1
329 SN 2005iq SN* 23 58 32.50 -18 42 33.0     17.2     SNIa 69 1

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2023.11.29-22:10:53

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