‹ CrowdSci· Science-case analysis

SN 2026sqf in NGC 3310 — Seestar V-band light curve

Type II supernova in the starburst spiral NGC 3310, from CrowdSky Seestar data.

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1 · Light curve of SN 2026sqf

Latest V = 11.80 on 2026-08-31T05:00:15.013 — 581 galaxy-corrected epochs from 15 Seestar S50 units (0 new this run).

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10.511.011.512.012.513.013.514.014.515.02026-07-052026-07-172026-07-292026-08-102026-08-222026-09-02Date (UTC)galaxy-corrected V (mag)ZTF discovery (~13.4 mag)77326da0 2026-07-09T21:26:42.081 V = 13.23 ± 0.15 ZP uncertainty = 0.148 mag77326da0 2026-07-09T21:30:18.669 V = 13.18 ± 0.11 ZP uncertainty = 0.105 mag77326da0 2026-07-09T21:45:21.438 V = 13.09 ± 0.10 ZP uncertainty = 0.103 mag77326da0 2026-07-09T22:00:18.919 V = 13.10 ± 0.11 ZP uncertainty = 0.105 maga3497936 2026-07-09T23:11:01.593312 V = 13.13 ± 0.03 ZP uncertainty = 0.034 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 maga3497936 2026-07-09T23:14:58.499135 V = 13.14 ± 0.04 ZP uncertainty = 0.041 mag955f8f85 2026-07-10T02:39:53.120 V = 13.93 ± 0.12 ZP uncertainty = 0.121 mag955f8f85 2026-07-10T02:45:54.145 V = 13.08 ± 0.04 ZP uncertainty = 0.041 mag955f8f85 2026-07-10T03:00:19.092 V = 13.13 ± 0.06 ZP uncertainty = 0.058 mag955f8f85 2026-07-10T03:15:39.984 V = 13.14 ± 0.05 ZP uncertainty = 0.047 mag955f8f85 2026-07-10T03:31:27.040 V = 13.14 ± 0.08 ZP uncertainty = 0.076 mag955f8f85 2026-07-10T03:45:03.055 V = 13.04 ± 0.06 ZP uncertainty = 0.063 mag955f8f85 2026-07-10T04:00:00.752 V = 13.10 ± 0.06 ZP uncertainty = 0.054 mag955f8f85 2026-07-10T04:15:15.741 V = 13.06 ± 0.08 ZP uncertainty = 0.083 mag955f8f85 2026-07-10T04:30:09.607 V = 13.06 ± 0.06 ZP uncertainty = 0.056 mag955f8f85 2026-07-10T04:45:08.204 V = 13.00 ± 0.07 ZP uncertainty = 0.065 mag955f8f85 2026-07-10T05:00:05.620 V = 13.03 ± 0.06 ZP uncertainty = 0.061 mag955f8f85 2026-07-10T05:15:10.230 V = 13.11 ± 0.07 ZP uncertainty = 0.069 mag955f8f85 2026-07-10T05:30:09.343 V = 13.15 ± 0.10 ZP uncertainty = 0.094 magafd85016 2026-07-10T20:03:09.038 V = 13.02 ± 0.07 ZP uncertainty = 0.065 magafd85016 2026-07-10T20:15:05.517 V = 12.93 ± 0.06 ZP uncertainty = 0.057 magafd85016 2026-07-10T20:30:39.817 V = 12.96 ± 0.04 ZP uncertainty = 0.038 magafd85016 2026-07-10T20:45:17.669 V = 12.94 ± 0.04 ZP uncertainty = 0.035 magafd85016 2026-07-10T21:00:11.274 V = 12.93 ± 0.05 ZP uncertainty = 0.051 magafd85016 2026-07-10T21:15:09.285 V = 12.92 ± 0.05 ZP uncertainty = 0.051 magafd85016 2026-07-10T21:30:14.300 V = 12.96 ± 0.06 ZP uncertainty = 0.053 magafd85016 2026-07-10T21:45:13.848 V = 12.94 ± 0.07 ZP uncertainty = 0.068 magafd85016 2026-07-10T22:00:12.402 V = 12.97 ± 0.07 ZP uncertainty = 0.064 magafd85016 2026-07-10T22:15:11.151 V = 12.89 ± 0.04 ZP uncertainty = 0.034 mag98ac1c17 2026-07-10T22:29:48.629721 V = 12.91 ± 0.03 ZP uncertainty = 0.031 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T22:44:55.842936 V = 12.95 ± 0.02 ZP uncertainty = 0.024 mag98ac1c17 2026-07-10T23:00:01.872166 V = 12.92 ± 0.03 ZP uncertainty = 0.031 mag98ac1c17 2026-07-10T23:14:47.832963 V = 12.90 ± 0.03 ZP uncertainty = 0.030 mag98ac1c17 2026-07-10T23:29:48.983149 V = 12.93 ± 0.03 ZP uncertainty = 0.031 mag98ac1c17 2026-07-10T23:44:55.493857 V = 12.93 ± 0.03 ZP uncertainty = 0.033 mag98ac1c17 2026-07-10T23:44:55.493857 V = 12.93 ± 0.03 ZP uncertainty = 0.033 mag98ac1c17 2026-07-10T23:44:55.493857 V = 12.93 ± 0.03 ZP uncertainty = 0.033 mag98ac1c17 2026-07-10T23:59:19.768292 V = 12.33 ± 0.16 ZP uncertainty = 0.162 mag955f8f85 2026-07-11T04:23:44.446 V = 12.87 ± 0.08 ZP uncertainty = 0.076 mag955f8f85 2026-07-11T04:30:17.184 V = 12.94 ± 0.11 ZP uncertainty = 0.100 mag955f8f85 2026-07-11T04:45:15.976 V = 12.95 ± 0.08 ZP uncertainty = 0.074 mag955f8f85 2026-07-11T05:00:10.540 V = 12.93 ± 0.08 ZP uncertainty = 0.076 mag955f8f85 2026-07-11T05:15:10.863 V = 12.94 ± 0.10 ZP uncertainty = 0.091 mag955f8f85 2026-07-11T05:30:11.319 V = 12.95 ± 0.20 ZP uncertainty = 0.160 mag98ac1c17 2026-07-11T20:09:53.473062 V = 12.70 ± 0.11 ZP uncertainty = 0.105 magafd85016 2026-07-11T20:20:17.427 V = 12.74 ± 0.05 ZP uncertainty = 0.052 magafd85016 2026-07-11T20:30:09.301 V = 12.79 ± 0.04 ZP uncertainty = 0.035 magafd85016 2026-07-11T20:45:04.865 V = 12.76 ± 0.05 ZP uncertainty = 0.054 magafd85016 2026-07-11T21:00:07.381 V = 12.74 ± 0.09 ZP uncertainty = 0.091 magafd85016 2026-07-11T21:15:08.678 V = 12.69 ± 0.13 ZP uncertainty = 0.125 mag98ac1c17 2026-07-11T21:29:43.319864 V = 12.72 ± 0.05 ZP uncertainty = 0.052 magS30 Pro_28824a17 2026-07-11T21:44:18.724 V = 13.11 ± 0.17 ZP uncertainty = 0.165 mag98ac1c17 2026-07-11T21:44:43.900864 V = 12.78 ± 0.05 ZP uncertainty = 0.053 magS30 Pro_28824a17 2026-07-11T21:45:01.089 V = 12.86 ± 0.06 ZP uncertainty = 0.058 mag98ac1c17 2026-07-11T21:59:41.919395 V = 12.75 ± 0.05 ZP uncertainty = 0.054 magS30 Pro_28824a17 2026-07-11T22:00:08.050 V = 12.81 ± 0.04 ZP uncertainty = 0.043 mag98ac1c17 2026-07-11T22:14:38.623988 V = 12.71 ± 0.08 ZP uncertainty = 0.075 magS30 Pro_28824a17 2026-07-11T22:15:02.196 V = 12.81 ± 0.05 ZP uncertainty = 0.052 mag98ac1c17 2026-07-11T22:29:40.723868 V = 12.74 ± 0.06 ZP uncertainty = 0.057 maga3497936 2026-07-11T22:35:57.166094 V = 12.68 ± 0.13 ZP uncertainty = 0.133 mag98ac1c17 2026-07-11T22:44:43.093700 V = 12.75 ± 0.06 ZP uncertainty = 0.059 maga3497936 2026-07-11T22:59:52.247602 V = 12.78 ± 0.07 ZP uncertainty = 0.065 mag98ac1c17 2026-07-11T23:00:00.018398 V = 12.71 ± 0.07 ZP uncertainty = 0.072 mag98ac1c17 2026-07-11T23:17:56.272155 V = 12.60 ± 0.16 ZP uncertainty = 0.159 magS30 Pro_7b8b004a 2026-07-11T23:25:14.313 V = 12.91 ± 0.14 ZP uncertainty = 0.133 magS30 Pro_7b8b004a 2026-07-11T23:30:31.482 V = 12.74 ± 0.08 ZP uncertainty = 0.081 mag98ac1c17 2026-07-11T23:34:43.196893 V = 12.71 ± 0.07 ZP uncertainty = 0.072 magS30 Pro_7b8b004a 2026-07-11T23:45:10.674 V = 12.90 ± 0.13 ZP uncertainty = 0.125 magS30 Pro_7b8b004a 2026-07-12T00:00:36.643 V = 13.13 ± 0.11 ZP uncertainty = 0.108 magS30 Pro_7b8b004a 2026-07-12T00:15:27.296 V = 13.18 ± 0.16 ZP uncertainty = 0.152 maga3497936 2026-07-12T00:19:00.272392 V = 12.74 ± 0.14 ZP uncertainty = 0.137 mag98ac1c17 2026-07-12T00:29:52.063605 V = 14.13 ± 0.60 ZP uncertainty = 0.592 magS30 Pro_7b8b004a 2026-07-12T00:30:34.108 V = 12.91 ± 0.12 ZP uncertainty = 0.122 magS30 Pro_7b8b004a 2026-07-12T00:47:38.527 V = 12.77 ± 0.14 ZP uncertainty = 0.140 maga3497936 2026-07-12T00:59:22.158439 V = 12.80 ± 0.10 ZP uncertainty = 0.094 magS30 Pro_7b8b004a 2026-07-12T01:09:14.931 V = 13.17 ± 0.16 ZP uncertainty = 0.154 magS30 Pro_7b8b004a 2026-07-12T01:26:24.101 V = 12.70 ± 0.16 ZP uncertainty = 0.158 magS30 Pro_7b8b004a 2026-07-12T01:30:28.735 V = 13.00 ± 0.14 ZP uncertainty = 0.137 magS30 Pro_7b8b004a 2026-07-12T01:45:30.496 V = 12.89 ± 0.15 ZP uncertainty = 0.142 magS30 Pro_7b8b004a 2026-07-12T02:00:10.324 V = 12.83 ± 0.16 ZP uncertainty = 0.159 magS30 Pro_7b8b004a 2026-07-12T02:15:05.131 V = 12.92 ± 0.16 ZP uncertainty = 0.155 mag5345207e 2026-07-12T03:15:26.740 V = 12.71 ± 0.05 ZP uncertainty = 0.046 magd9ed61a4 2026-07-12T03:27:52.999 V = 12.82 ± 0.04 ZP uncertainty = 0.041 mag5345207e 2026-07-12T03:30:17.179 V = 12.70 ± 0.07 ZP uncertainty = 0.071 magd9ed61a4 2026-07-12T03:32:12.891 V = 12.73 ± 0.04 ZP uncertainty = 0.040 mag5345207e 2026-07-12T03:45:16.415 V = 12.70 ± 0.07 ZP uncertainty = 0.072 magd9ed61a4 2026-07-12T03:47:55.037 V = 12.74 ± 0.03 ZP uncertainty = 0.026 mag955f8f85 2026-07-12T03:49:02.116 V = 12.78 ± 0.06 ZP uncertainty = 0.055 mag955f8f85 2026-07-12T04:00:18.174 V = 12.70 ± 0.06 ZP uncertainty = 0.062 magd9ed61a4 2026-07-12T04:00:19.159 V = 12.66 ± 0.15 ZP uncertainty = 0.147 mag955f8f85 2026-07-12T04:15:02.794 V = 12.75 ± 0.07 ZP uncertainty = 0.064 mag955f8f85 2026-07-12T04:30:03.622 V = 12.69 ± 0.13 ZP uncertainty = 0.132 mag955f8f85 2026-07-12T04:45:01.055 V = 12.72 ± 0.11 ZP uncertainty = 0.107 mag955f8f85 2026-07-12T05:00:16.791 V = 12.74 ± 0.11 ZP uncertainty = 0.110 mag955f8f85 2026-07-12T05:15:11.733 V = 12.72 ± 0.12 ZP uncertainty = 0.113 mag97783b61 2026-07-12T20:00:05.172812 V = 12.60 ± 0.12 ZP uncertainty = 0.114 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:29:48.755236 V = 12.61 ± 0.03 ZP uncertainty = 0.028 mag97783b61 2026-07-12T20:45:16.553733 V = 12.65 ± 0.03 ZP uncertainty = 0.031 mag77326da0 2026-07-12T21:00:32.876 V = 12.74 ± 0.14 ZP uncertainty = 0.134 mag77326da0 2026-07-12T21:17:20.559 V = 12.60 ± 0.12 ZP uncertainty = 0.115 mag97783b61 2026-07-12T21:20:46.547918 V = 12.74 ± 0.13 ZP uncertainty = 0.131 magS30 Pro_28824a17 2026-07-12T21:27:57.011 V = 12.75 ± 0.07 ZP uncertainty = 0.071 mag97783b61 2026-07-12T21:29:54.313218 V = 12.63 ± 0.05 ZP uncertainty = 0.045 mag97783b61 2026-07-12T21:29:54.313218 V = 12.63 ± 0.05 ZP uncertainty = 0.045 magS30 Pro_28824a17 2026-07-12T21:30:15.373 V = 12.67 ± 0.05 ZP uncertainty = 0.046 mag77326da0 2026-07-12T21:45:12.261 V = 12.59 ± 0.12 ZP uncertainty = 0.117 mag97783b61 2026-07-12T21:45:31.347192 V = 12.67 ± 0.09 ZP uncertainty = 0.088 magS30 Pro_28824a17 2026-07-12T21:45:45.672 V = 12.64 ± 0.05 ZP uncertainty = 0.051 mag77326da0 2026-07-12T21:59:50.587 V = 12.66 ± 0.28 ZP uncertainty = 0.254 magafd85016 2026-07-12T21:59:53.608 V = 12.59 ± 0.09 ZP uncertainty = 0.093 magS30 Pro_28824a17 2026-07-12T22:00:00.802 V = 12.61 ± 0.05 ZP uncertainty = 0.047 mag77326da0 2026-07-12T22:00:16.294 V = 12.74 ± 0.13 ZP uncertainty = 0.131 magafd85016 2026-07-12T22:00:19.989 V = 12.58 ± 0.06 ZP uncertainty = 0.056 mag77326da0 2026-07-12T22:01:40.077 V = 12.56 ± 0.13 ZP uncertainty = 0.126 magafd85016 2026-07-12T22:15:00.649 V = 12.55 ± 0.14 ZP uncertainty = 0.140 magS30 Pro_28824a17 2026-07-12T22:15:06.647 V = 12.71 ± 0.07 ZP uncertainty = 0.069 mag77326da0 2026-07-12T22:15:16.075 V = 12.56 ± 0.07 ZP uncertainty = 0.068 magafd85016 2026-07-12T22:30:03.712 V = 12.62 ± 0.04 ZP uncertainty = 0.041 mag97783b61 2026-07-12T22:33:15.320308 V = 12.55 ± 0.06 ZP uncertainty = 0.063 mag97783b61 2026-07-12T22:44:56.170486 V = 12.59 ± 0.04 ZP uncertainty = 0.044 magafd85016 2026-07-12T22:45:05.123 V = 12.56 ± 0.10 ZP uncertainty = 0.103 mag97783b61 2026-07-12T22:59:56.639470 V = 12.55 ± 0.25 ZP uncertainty = 0.246 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:14:56.619231 V = 12.64 ± 0.04 ZP uncertainty = 0.042 mag97783b61 2026-07-12T23:30:32.958150 V = 12.61 ± 0.06 ZP uncertainty = 0.062 mag77326da0 2026-07-13T00:29:58.057 V = 12.94 ± 0.20 ZP uncertainty = 0.188 mag77326da0 2026-07-13T00:30:19.031 V = 12.61 ± 0.24 ZP uncertainty = 0.232 mag77326da0 2026-07-13T00:32:50.328 V = 12.58 ± 0.21 ZP uncertainty = 0.201 mag5345207e 2026-07-13T03:13:05.451 V = 12.60 ± 0.04 ZP uncertainty = 0.036 mag5345207e 2026-07-13T03:15:52.833 V = 12.57 ± 0.05 ZP uncertainty = 0.047 mag5345207e 2026-07-13T03:30:00.757 V = 12.58 ± 0.03 ZP uncertainty = 0.026 mag5345207e 2026-07-13T03:45:17.056 V = 12.58 ± 0.04 ZP uncertainty = 0.044 magb2f0f197 2026-07-13T04:50:59.198 V = 12.62 ± 0.09 ZP uncertainty = 0.084 magb2f0f197 2026-07-13T05:00:22.130 V = 12.57 ± 0.05 ZP uncertainty = 0.045 magb2f0f197 2026-07-13T05:15:04.718 V = 12.53 ± 0.05 ZP uncertainty = 0.050 mag5bc2d513 2026-07-13T05:19:29.161 V = 12.57 ± 0.11 ZP uncertainty = 0.109 magb2f0f197 2026-07-13T05:30:01.894 V = 12.52 ± 0.07 ZP uncertainty = 0.072 mag5bc2d513 2026-07-13T05:30:15.784 V = 12.58 ± 0.09 ZP uncertainty = 0.090 magb2f0f197 2026-07-13T05:45:02.682 V = 12.54 ± 0.04 ZP uncertainty = 0.035 mag5bc2d513 2026-07-13T05:45:05.638 V = 12.53 ± 0.15 ZP uncertainty = 0.148 mag5bc2d513 2026-07-13T06:00:03.165 V = 12.66 ± 0.10 ZP uncertainty = 0.100 magb2f0f197 2026-07-13T06:00:14.906 V = 12.54 ± 0.03 ZP uncertainty = 0.029 magb2f0f197 2026-07-13T06:15:05.307 V = 12.57 ± 0.05 ZP uncertainty = 0.053 mag5bc2d513 2026-07-13T06:15:07.498 V = 12.71 ± 0.15 ZP uncertainty = 0.152 mag5bc2d513 2026-07-13T06:30:19.980 V = 12.58 ± 0.12 ZP uncertainty = 0.115 mag5bc2d513 2026-07-13T06:45:01.904 V = 12.56 ± 0.10 ZP uncertainty = 0.094 mag5bc2d513 2026-07-13T06:59:31.403 V = 12.61 ± 0.18 ZP uncertainty = 0.163 mag5bc2d513 2026-07-13T07:00:14.265 V = 12.62 ± 0.16 ZP uncertainty = 0.159 mag77326da0 2026-07-13T20:06:19.287 V = 12.50 ± 0.06 ZP uncertainty = 0.055 mag77326da0 2026-07-13T20:15:02.113 V = 12.54 ± 0.07 ZP uncertainty = 0.065 mag8a95aa90 2026-07-13T20:15:23.118 V = 12.55 ± 0.14 ZP uncertainty = 0.134 mag97783b61 2026-07-13T20:19:46.907072 V = 12.50 ± 0.03 ZP uncertainty = 0.031 mag97783b61 2026-07-13T20:29:54.788798 V = 12.54 ± 0.03 ZP uncertainty = 0.031 mag77326da0 2026-07-13T20:30:05.079 V = 12.47 ± 0.08 ZP uncertainty = 0.077 mag8a95aa90 2026-07-13T20:30:26.086 V = 12.50 ± 0.11 ZP uncertainty = 0.105 mag8a95aa90 2026-07-13T20:45:17.506 V = 12.48 ± 0.07 ZP uncertainty = 0.068 mag97783b61 2026-07-13T20:45:19.287856 V = 12.55 ± 0.04 ZP uncertainty = 0.040 mag97783b61 2026-07-13T20:59:51.920920 V = 12.51 ± 0.04 ZP uncertainty = 0.040 mag8a95aa90 2026-07-13T21:00:16.733 V = 12.57 ± 0.09 ZP uncertainty = 0.085 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag97783b61 2026-07-13T21:14:50.391132 V = 12.46 ± 0.05 ZP uncertainty = 0.047 mag8a95aa90 2026-07-13T21:15:05.315 V = 12.53 ± 0.10 ZP uncertainty = 0.102 mag8a95aa90 2026-07-13T21:30:39.978 V = 12.53 ± 0.13 ZP uncertainty = 0.124 mag97783b61 2026-07-13T21:30:46.827892 V = 12.53 ± 0.04 ZP uncertainty = 0.037 mag97783b61 2026-07-13T21:44:52.807370 V = 12.57 ± 0.05 ZP uncertainty = 0.049 mag8a95aa90 2026-07-13T21:45:10.826 V = 12.50 ± 0.11 ZP uncertainty = 0.107 mag97783b61 2026-07-13T21:59:55.280263 V = 12.48 ± 0.07 ZP uncertainty = 0.073 mag8a95aa90 2026-07-13T22:00:12.053 V = 12.51 ± 0.10 ZP uncertainty = 0.101 magS30 Pro_28824a17 2026-07-13T22:00:13.279 V = 12.52 ± 0.06 ZP uncertainty = 0.062 mag8a95aa90 2026-07-13T22:15:01.764 V = 12.50 ± 0.10 ZP uncertainty = 0.097 mag97783b61 2026-07-13T22:15:06.411878 V = 12.48 ± 0.06 ZP uncertainty = 0.061 magS30 Pro_28824a17 2026-07-13T22:15:30.344 V = 12.52 ± 0.07 ZP uncertainty = 0.070 mag97783b61 2026-07-13T22:29:47.908431 V = 12.60 ± 0.07 ZP uncertainty = 0.071 mag8a95aa90 2026-07-13T22:30:06.178 V = 12.57 ± 0.09 ZP uncertainty = 0.089 magS30 Pro_28824a17 2026-07-13T22:30:07.871 V = 12.54 ± 0.06 ZP uncertainty = 0.061 mag97783b61 2026-07-13T22:44:55.253650 V = 12.45 ± 0.08 ZP uncertainty = 0.074 magS30 Pro_28824a17 2026-07-13T22:45:18.786 V = 12.50 ± 0.07 ZP uncertainty = 0.069 magS30 Pro_28824a17 2026-07-13T23:00:29.325 V = 12.54 ± 0.07 ZP uncertainty = 0.072 magS30 Pro_28824a17 2026-07-13T23:15:08.084 V = 12.49 ± 0.08 ZP uncertainty = 0.077 magS30 Pro_28824a17 2026-07-13T23:30:06.330 V = 12.47 ± 0.08 ZP uncertainty = 0.082 magS30 Pro_28824a17 2026-07-13T23:45:04.914 V = 12.58 ± 0.09 ZP uncertainty = 0.090 magS30 Pro_28824a17 2026-07-14T00:00:01.313 V = 12.56 ± 0.10 ZP uncertainty = 0.102 mag5345207e 2026-07-14T02:38:34.262 V = 12.45 ± 0.04 ZP uncertainty = 0.040 mag5345207e 2026-07-14T02:45:04.257 V = 12.36 ± 0.17 ZP uncertainty = 0.169 mag5345207e 2026-07-14T03:00:35.999 V = 11.93 ± 0.80 ZP uncertainty = 0.795 mag5bc2d513 2026-07-14T05:45:42.989 V = 12.31 ± 0.12 ZP uncertainty = 0.123 mag5bc2d513 2026-07-14T06:00:29.664 V = 12.43 ± 0.11 ZP uncertainty = 0.113 magb2f0f197 2026-07-14T06:11:26.474 V = 12.43 ± 0.06 ZP uncertainty = 0.057 magb2f0f197 2026-07-14T06:15:03.850 V = 12.44 ± 0.03 ZP uncertainty = 0.032 magb2f0f197 2026-07-14T06:30:02.261 V = 12.43 ± 0.04 ZP uncertainty = 0.037 mag5bc2d513 2026-07-14T06:30:16.793 V = 12.35 ± 0.11 ZP uncertainty = 0.108 magb2f0f197 2026-07-14T06:45:03.187 V = 12.41 ± 0.05 ZP uncertainty = 0.049 mag5bc2d513 2026-07-14T06:45:06.010 V = 12.36 ± 0.12 ZP uncertainty = 0.115 magb2f0f197 2026-07-14T07:00:16.607 V = 12.43 ± 0.05 ZP uncertainty = 0.046 magb2f0f197 2026-07-14T07:15:17.273 V = 12.42 ± 0.04 ZP uncertainty = 0.044 magb2f0f197 2026-07-14T07:30:08.778 V = 12.40 ± 0.04 ZP uncertainty = 0.042 magb2f0f197 2026-07-14T07:45:08.998 V = 12.43 ± 0.04 ZP uncertainty = 0.040 magb2f0f197 2026-07-14T08:00:10.993 V = 12.42 ± 0.07 ZP uncertainty = 0.073 magb2f0f197 2026-07-14T08:15:31.138 V = 12.49 ± 0.08 ZP uncertainty = 0.083 mag77326da0 2026-07-14T20:54:44.363 V = 12.34 ± 0.11 ZP uncertainty = 0.104 mag77326da0 2026-07-14T20:56:48.366 V = 12.41 ± 0.13 ZP uncertainty = 0.125 mag77326da0 2026-07-14T21:00:16.275 V = 12.23 ± 0.12 ZP uncertainty = 0.119 mag5345207e 2026-07-15T03:44:38.151 V = 12.29 ± 0.05 ZP uncertainty = 0.053 mag5345207e 2026-07-15T03:45:19.990 V = 12.32 ± 0.06 ZP uncertainty = 0.061 mag5345207e 2026-07-15T04:00:07.395 V = 12.32 ± 0.05 ZP uncertainty = 0.045 mag5345207e 2026-07-15T04:15:01.984 V = 12.35 ± 0.03 ZP uncertainty = 0.031 mag5345207e 2026-07-15T04:30:17.265 V = 12.33 ± 0.06 ZP uncertainty = 0.054 mag77326da0 2026-07-15T20:16:14.883 V = 12.35 ± 0.08 ZP uncertainty = 0.083 mag77326da0 2026-07-15T20:30:07.005 V = 12.48 ± 0.11 ZP uncertainty = 0.113 mag77326da0 2026-07-16T20:01:32.873 V = 12.20 ± 0.09 ZP uncertainty = 0.093 mag77326da0 2026-07-16T20:15:03.053 V = 12.19 ± 0.06 ZP uncertainty = 0.064 mag77326da0 2026-07-16T20:30:02.608 V = 12.22 ± 0.06 ZP uncertainty = 0.064 magb2f0f197 2026-07-17T06:45:06.056 V = 12.12 ± 0.06 ZP uncertainty = 0.059 magb2f0f197 2026-07-17T07:00:02.047 V = 12.15 ± 0.05 ZP uncertainty = 0.045 magb2f0f197 2026-07-17T07:15:16.456 V = 12.13 ± 0.05 ZP uncertainty = 0.047 magb2f0f197 2026-07-17T07:30:19.410 V = 12.14 ± 0.05 ZP uncertainty = 0.054 magb2f0f197 2026-07-17T07:45:14.868 V = 12.14 ± 0.06 ZP uncertainty = 0.063 magb2f0f197 2026-07-17T08:00:17.934 V = 12.06 ± 0.19 ZP uncertainty = 0.183 magb2f0f197 2026-07-17T08:15:14.996 V = 12.18 ± 0.07 ZP uncertainty = 0.070 mag8a95aa90 2026-07-17T20:00:23.357 V = 12.06 ± 0.07 ZP uncertainty = 0.070 mag8a95aa90 2026-07-17T20:15:11.223 V = 12.05 ± 0.06 ZP uncertainty = 0.058 mag8a95aa90 2026-07-17T20:30:11.236 V = 12.06 ± 0.07 ZP uncertainty = 0.072 mag8a95aa90 2026-07-17T20:45:00.760 V = 12.09 ± 0.07 ZP uncertainty = 0.064 mag8a95aa90 2026-07-17T21:00:03.043 V = 12.06 ± 0.10 ZP uncertainty = 0.096 mag97783b61 2026-07-17T21:10:07.862277 V = 12.62 ± 0.66 ZP uncertainty = 0.655 mag8a95aa90 2026-07-17T21:15:48.353 V = 12.06 ± 0.08 ZP uncertainty = 0.075 mag8a95aa90 2026-07-17T21:30:26.121 V = 12.08 ± 0.06 ZP uncertainty = 0.057 mag8a95aa90 2026-07-17T21:45:22.480 V = 12.10 ± 0.12 ZP uncertainty = 0.121 mag8a95aa90 2026-07-17T22:00:25.345 V = 12.08 ± 0.06 ZP uncertainty = 0.058 mag8a95aa90 2026-07-17T22:15:02.007 V = 12.08 ± 0.07 ZP uncertainty = 0.072 mag8a95aa90 2026-07-17T22:30:09.110 V = 12.03 ± 0.09 ZP uncertainty = 0.086 mag955f8f85 2026-07-19T02:53:42.274 V = 12.06 ± 0.10 ZP uncertainty = 0.098 mag955f8f85 2026-07-19T03:00:15.072 V = 11.95 ± 0.07 ZP uncertainty = 0.070 mag955f8f85 2026-07-19T03:15:24.380 V = 11.98 ± 0.07 ZP uncertainty = 0.072 mag955f8f85 2026-07-19T03:30:19.254 V = 12.01 ± 0.08 ZP uncertainty = 0.080 mag955f8f85 2026-07-19T03:45:19.017 V = 11.97 ± 0.11 ZP uncertainty = 0.111 mag955f8f85 2026-07-19T04:00:08.944 V = 11.97 ± 0.08 ZP uncertainty = 0.073 mag955f8f85 2026-07-19T04:15:20.328 V = 12.27 ± 0.38 ZP uncertainty = 0.376 magb2f0f197 2026-07-19T05:12:44.703 V = 11.95 ± 0.09 ZP uncertainty = 0.090 magb2f0f197 2026-07-19T05:15:07.856 V = 11.97 ± 0.04 ZP uncertainty = 0.039 magb2f0f197 2026-07-19T05:30:03.753 V = 11.95 ± 0.05 ZP uncertainty = 0.052 mag5bc2d513 2026-07-19T05:32:10.707 V = 11.90 ± 0.11 ZP uncertainty = 0.109 mag5bc2d513 2026-07-19T05:45:04.247 V = 11.98 ± 0.09 ZP uncertainty = 0.093 magb2f0f197 2026-07-19T05:45:17.846 V = 11.94 ± 0.14 ZP uncertainty = 0.135 mag5bc2d513 2026-07-19T06:00:28.368 V = 11.89 ± 0.09 ZP uncertainty = 0.090 magb2f0f197 2026-07-19T06:00:33.999 V = 11.97 ± 0.05 ZP uncertainty = 0.053 mag5bc2d513 2026-07-19T06:15:17.293 V = 11.89 ± 0.12 ZP uncertainty = 0.124 magb2f0f197 2026-07-19T06:15:19.832 V = 11.94 ± 0.10 ZP uncertainty = 0.104 mag5bc2d513 2026-07-19T06:30:05.105 V = 11.93 ± 0.13 ZP uncertainty = 0.129 magb2f0f197 2026-07-19T06:30:19.615 V = 11.95 ± 0.07 ZP uncertainty = 0.066 mag5bc2d513 2026-07-19T06:45:15.984 V = 11.92 ± 0.15 ZP uncertainty = 0.144 magb2f0f197 2026-07-19T06:45:20.186 V = 11.94 ± 0.04 ZP uncertainty = 0.042 mag8a95aa90 2026-07-19T20:29:55.923 V = 11.97 ± 0.21 ZP uncertainty = 0.210 mag8a95aa90 2026-07-19T20:30:07.352 V = 11.94 ± 0.06 ZP uncertainty = 0.061 mag8a95aa90 2026-07-19T20:45:06.602 V = 11.97 ± 0.05 ZP uncertainty = 0.045 mag8a95aa90 2026-07-19T21:00:23.297 V = 11.96 ± 0.05 ZP uncertainty = 0.045 mag8a95aa90 2026-07-19T21:15:03.501 V = 11.98 ± 0.05 ZP uncertainty = 0.051 mag8a95aa90 2026-07-19T21:30:09.619 V = 11.97 ± 0.05 ZP uncertainty = 0.047 mag8a95aa90 2026-07-19T21:45:06.206 V = 11.95 ± 0.05 ZP uncertainty = 0.053 mag8a95aa90 2026-07-19T21:59:49.454 V = 12.06 ± 0.14 ZP uncertainty = 0.134 mag8a95aa90 2026-07-19T22:00:01.141 V = 11.97 ± 0.05 ZP uncertainty = 0.051 mag8a95aa90 2026-07-19T22:15:04.113 V = 11.97 ± 0.07 ZP uncertainty = 0.073 mag8a95aa90 2026-07-19T22:30:12.349 V = 11.96 ± 0.13 ZP uncertainty = 0.127 mag98ac1c17 2026-07-20T19:48:36.676782 V = 11.98 ± 0.12 ZP uncertainty = 0.119 mag77326da0 2026-07-20T19:57:01.029 V = 11.88 ± 0.09 ZP uncertainty = 0.085 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag98ac1c17 2026-07-20T19:59:58.200370 V = 11.91 ± 0.08 ZP uncertainty = 0.076 mag77326da0 2026-07-20T20:00:11.868 V = 11.86 ± 0.15 ZP uncertainty = 0.147 mag98ac1c17 2026-07-20T20:15:08.038392 V = 11.89 ± 0.05 ZP uncertainty = 0.046 mag77326da0 2026-07-20T20:15:10.583 V = 12.00 ± 0.10 ZP uncertainty = 0.098 mag98ac1c17 2026-07-20T20:29:49.024611 V = 11.89 ± 0.03 ZP uncertainty = 0.026 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T20:44:54.392615 V = 11.90 ± 0.02 ZP uncertainty = 0.018 mag98ac1c17 2026-07-20T21:00:20.962583 V = 11.90 ± 0.03 ZP uncertainty = 0.026 mag98ac1c17 2026-07-20T21:27:43.697259 V = 12.38 ± 0.73 ZP uncertainty = 0.727 magd9ed61a4 2026-07-21T02:23:46.344 V = 11.87 ± 0.13 ZP uncertainty = 0.124 mag955f8f85 2026-07-21T02:24:26.565 V = 11.89 ± 0.06 ZP uncertainty = 0.055 mag955f8f85 2026-07-21T02:30:16.381 V = 11.86 ± 0.05 ZP uncertainty = 0.049 magd9ed61a4 2026-07-21T02:30:21.267 V = 11.83 ± 0.06 ZP uncertainty = 0.063 mag955f8f85 2026-07-21T02:45:05.955 V = 11.87 ± 0.04 ZP uncertainty = 0.039 magd9ed61a4 2026-07-21T02:45:06.767 V = 11.86 ± 0.04 ZP uncertainty = 0.041 mag955f8f85 2026-07-21T03:00:20.558 V = 11.87 ± 0.04 ZP uncertainty = 0.041 mag955f8f85 2026-07-21T03:15:05.658 V = 11.86 ± 0.05 ZP uncertainty = 0.049 mag955f8f85 2026-07-21T03:30:01.980 V = 11.86 ± 0.05 ZP uncertainty = 0.048 mag955f8f85 2026-07-21T03:45:03.422 V = 11.85 ± 0.09 ZP uncertainty = 0.089 mag955f8f85 2026-07-21T04:00:19.895 V = 11.86 ± 0.07 ZP uncertainty = 0.074 mag955f8f85 2026-07-21T04:15:16.125 V = 11.92 ± 0.08 ZP uncertainty = 0.080 mag955f8f85 2026-07-21T04:31:17.573 V = 11.90 ± 0.13 ZP uncertainty = 0.123 magb2f0f197 2026-07-21T06:02:24.593 V = 11.89 ± 0.26 ZP uncertainty = 0.258 magb2f0f197 2026-07-21T06:28:34.811 V = 11.83 ± 0.27 ZP uncertainty = 0.253 magb2f0f197 2026-07-21T06:30:37.859 V = 11.85 ± 0.10 ZP uncertainty = 0.095 magb2f0f197 2026-07-21T06:45:14.587 V = 11.94 ± 0.21 ZP uncertainty = 0.211 mag77326da0 2026-07-21T20:10:37.150 V = 11.83 ± 0.05 ZP uncertainty = 0.045 mag77326da0 2026-07-21T20:15:19.005 V = 11.83 ± 0.10 ZP uncertainty = 0.098 mag77326da0 2026-07-21T21:59:56.829 V = 11.91 ± 0.12 ZP uncertainty = 0.115 mag77326da0 2026-07-21T22:00:22.632 V = 11.79 ± 0.06 ZP uncertainty = 0.063 mag77326da0 2026-07-21T22:15:17.570 V = 11.74 ± 0.19 ZP uncertainty = 0.192 mag77326da0 2026-07-21T22:30:14.442 V = 11.85 ± 0.05 ZP uncertainty = 0.051 mag955f8f85 2026-07-22T02:33:44.212 V = 11.80 ± 0.05 ZP uncertainty = 0.049 mag955f8f85 2026-07-22T02:45:17.996 V = 11.80 ± 0.05 ZP uncertainty = 0.050 magd9ed61a4 2026-07-22T03:01:31.241 V = 11.83 ± 0.04 ZP uncertainty = 0.035 mag955f8f85 2026-07-22T03:03:29.992 V = 11.83 ± 0.05 ZP uncertainty = 0.045 mag955f8f85 2026-07-22T03:15:19.650 V = 11.80 ± 0.07 ZP uncertainty = 0.064 mag955f8f85 2026-07-22T03:30:10.742 V = 11.82 ± 0.05 ZP uncertainty = 0.045 mag955f8f85 2026-07-22T03:45:31.909 V = 11.79 ± 0.07 ZP uncertainty = 0.069 mag955f8f85 2026-07-22T04:00:01.298 V = 11.79 ± 0.08 ZP uncertainty = 0.083 mag955f8f85 2026-07-22T04:15:16.874 V = 11.78 ± 0.15 ZP uncertainty = 0.151 mag955f8f85 2026-07-22T04:30:37.677 V = 11.79 ± 0.15 ZP uncertainty = 0.147 mag77326da0 2026-07-22T19:49:44.841 V = 11.83 ± 0.07 ZP uncertainty = 0.069 magS30 Pro_ce545589 2026-07-22T19:59:45.107682 V = 11.88 ± 0.10 ZP uncertainty = 0.098 mag77326da0 2026-07-22T20:00:19.910 V = 11.83 ± 0.11 ZP uncertainty = 0.105 magS30 Pro_ce545589 2026-07-22T20:14:48.178510 V = 11.82 ± 0.07 ZP uncertainty = 0.066 mag77326da0 2026-07-22T20:15:18.125 V = 11.84 ± 0.06 ZP uncertainty = 0.064 magS30 Pro_ce545589 2026-07-22T20:29:38.960080 V = 11.79 ± 0.05 ZP uncertainty = 0.052 magS30 Pro_ce545589 2026-07-22T20:29:38.960080 V = 11.79 ± 0.05 ZP uncertainty = 0.052 magS30 Pro_ce545589 2026-07-22T20:29:38.960080 V = 11.79 ± 0.05 ZP uncertainty = 0.052 magS30 Pro_ce545589 2026-07-22T20:29:38.960080 V = 11.79 ± 0.05 ZP uncertainty = 0.052 magS30 Pro_ce545589 2026-07-22T20:29:38.960080 V = 11.79 ± 0.05 ZP uncertainty = 0.052 magS30 Pro_ce545589 2026-07-22T20:29:38.960080 V = 11.79 ± 0.05 ZP uncertainty = 0.052 mag77326da0 2026-07-22T20:30:16.249 V = 11.80 ± 0.08 ZP uncertainty = 0.080 magS30 Pro_ce545589 2026-07-22T20:45:02.857249 V = 11.80 ± 0.09 ZP uncertainty = 0.085 mag77326da0 2026-07-22T20:45:15.033 V = 11.78 ± 0.06 ZP uncertainty = 0.060 magd9ed61a4 2026-07-23T02:20:22.774 V = 11.71 ± 0.13 ZP uncertainty = 0.133 magd9ed61a4 2026-07-23T02:30:15.720 V = 11.75 ± 0.07 ZP uncertainty = 0.074 mag955f8f85 2026-07-23T04:06:33.609 V = 11.78 ± 0.19 ZP uncertainty = 0.184 mag955f8f85 2026-07-23T04:15:17.466 V = 11.80 ± 0.12 ZP uncertainty = 0.117 mag955f8f85 2026-07-23T04:30:53.071 V = 11.61 ± 0.13 ZP uncertainty = 0.081 magd9ed61a4 2026-07-24T02:23:16.065 V = 11.74 ± 0.10 ZP uncertainty = 0.098 magd9ed61a4 2026-07-24T02:30:15.454 V = 11.72 ± 0.05 ZP uncertainty = 0.052 mag5bc2d513 2026-07-24T05:13:15.272 V = 11.82 ± 0.17 ZP uncertainty = 0.168 mag5bc2d513 2026-07-24T05:15:15.417 V = 11.70 ± 0.11 ZP uncertainty = 0.105 mag5bc2d513 2026-07-24T05:30:09.328 V = 11.73 ± 0.10 ZP uncertainty = 0.099 mag5bc2d513 2026-07-24T06:28:43.424 V = 10.80 ± 0.32 ZP uncertainty = 0.317 mag98ac1c17 2026-07-24T19:59:47.643234 V = 11.69 ± 0.06 ZP uncertainty = 0.063 mag98ac1c17 2026-07-24T20:14:48.974877 V = 11.71 ± 0.03 ZP uncertainty = 0.033 mag98ac1c17 2026-07-24T20:29:56.323175 V = 11.71 ± 0.03 ZP uncertainty = 0.032 mag98ac1c17 2026-07-24T20:44:58.953551 V = 11.69 ± 0.04 ZP uncertainty = 0.036 mag98ac1c17 2026-07-24T20:59:44.699885 V = 11.68 ± 0.03 ZP uncertainty = 0.025 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 mag98ac1c17 2026-07-24T21:14:50.238919 V = 11.74 ± 0.05 ZP uncertainty = 0.050 magd9ed61a4 2026-07-25T02:18:34.876 V = 11.67 ± 0.10 ZP uncertainty = 0.098 magd9ed61a4 2026-07-25T02:30:11.750 V = 11.70 ± 0.06 ZP uncertainty = 0.058 mag98ac1c17 2026-07-25T19:46:44.252353 V = 11.67 ± 0.08 ZP uncertainty = 0.079 mag98ac1c17 2026-07-25T19:46:44.252353 V = 11.67 ± 0.08 ZP uncertainty = 0.079 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T19:59:54.834702 V = 11.64 ± 0.05 ZP uncertainty = 0.048 mag98ac1c17 2026-07-25T20:29:57.917820 V = 11.65 ± 0.04 ZP uncertainty = 0.042 mag98ac1c17 2026-07-25T20:29:57.917820 V = 11.65 ± 0.04 ZP uncertainty = 0.042 mag98ac1c17 2026-07-25T20:44:44.021859 V = 11.66 ± 0.05 ZP uncertainty = 0.047 mag98ac1c17 2026-07-25T20:44:44.021859 V = 11.66 ± 0.05 ZP uncertainty = 0.047 mag98ac1c17 2026-07-25T20:59:50.988273 V = 11.68 ± 0.07 ZP uncertainty = 0.067 mag98ac1c17 2026-07-25T20:59:50.988273 V = 11.68 ± 0.07 ZP uncertainty = 0.067 mag8a95aa90 2026-07-25T21:10:51.435 V = 11.64 ± 0.06 ZP uncertainty = 0.059 mag98ac1c17 2026-07-25T21:14:57.949098 V = 11.66 ± 0.05 ZP uncertainty = 0.046 mag98ac1c17 2026-07-25T21:14:57.949098 V = 11.66 ± 0.05 ZP uncertainty = 0.046 mag98ac1c17 2026-07-25T21:14:57.949098 V = 11.66 ± 0.05 ZP uncertainty = 0.046 mag8a95aa90 2026-07-25T21:15:01.044 V = 11.65 ± 0.05 ZP uncertainty = 0.045 mag8a95aa90 2026-07-25T21:30:47.200 V = 11.65 ± 0.07 ZP uncertainty = 0.071 mag8a95aa90 2026-07-25T21:45:21.016 V = 11.62 ± 0.08 ZP uncertainty = 0.083 mag8a95aa90 2026-07-25T22:00:07.623 V = 11.65 ± 0.07 ZP uncertainty = 0.069 mag8a95aa90 2026-07-25T22:15:02.400 V = 11.62 ± 0.08 ZP uncertainty = 0.076 mag8a95aa90 2026-07-25T22:30:41.833 V = 11.66 ± 0.06 ZP uncertainty = 0.058 magd9ed61a4 2026-07-26T02:18:45.637 V = 11.65 ± 0.08 ZP uncertainty = 0.083 magd9ed61a4 2026-07-26T02:31:44.288 V = 11.63 ± 0.06 ZP uncertainty = 0.060 mag955f8f85 2026-07-26T04:00:23.875 V = 11.62 ± 0.10 ZP uncertainty = 0.100 mag955f8f85 2026-07-26T04:15:04.329 V = 11.63 ± 0.09 ZP uncertainty = 0.091 mag955f8f85 2026-07-26T04:30:00.940 V = 11.66 ± 0.17 ZP uncertainty = 0.165 mag955f8f85 2026-07-27T03:31:22.084 V = 11.62 ± 0.07 ZP uncertainty = 0.070 mag955f8f85 2026-07-27T03:45:17.651 V = 11.60 ± 0.06 ZP uncertainty = 0.061 mag955f8f85 2026-07-27T04:00:00.455 V = 11.65 ± 0.05 ZP uncertainty = 0.047 mag955f8f85 2026-07-27T04:15:03.280 V = 11.60 ± 0.07 ZP uncertainty = 0.071 mag2330f540 2026-07-27T04:29:43.617 V = 11.63 ± 0.15 ZP uncertainty = 0.137 mag2330f540 2026-07-27T04:30:06.557 V = 11.55 ± 0.10 ZP uncertainty = 0.095 mag2330f540 2026-07-27T04:45:07.552 V = 11.62 ± 0.09 ZP uncertainty = 0.093 mag2330f540 2026-07-27T05:00:09.501 V = 11.56 ± 0.12 ZP uncertainty = 0.124 mag2330f540 2026-07-27T05:15:08.031 V = 11.63 ± 0.12 ZP uncertainty = 0.115 magb2f0f197 2026-07-28T05:00:07.023 V = 11.55 ± 0.06 ZP uncertainty = 0.059 magb2f0f197 2026-07-28T05:15:09.070 V = 11.59 ± 0.05 ZP uncertainty = 0.050 magb2f0f197 2026-07-28T05:30:10.932 V = 11.59 ± 0.04 ZP uncertainty = 0.040 magb2f0f197 2026-07-28T05:45:19.357 V = 11.56 ± 0.06 ZP uncertainty = 0.061 magd9ed61a4 2026-07-29T02:26:55.566 V = 11.56 ± 0.19 ZP uncertainty = 0.188 magd9ed61a4 2026-07-29T02:30:57.422 V = 11.58 ± 0.11 ZP uncertainty = 0.108 mag98ac1c17 2026-07-29T20:44:58.583957 V = 11.55 ± 0.04 ZP uncertainty = 0.038 mag98ac1c17 2026-07-29T20:59:40.225126 V = 11.55 ± 0.05 ZP uncertainty = 0.045 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 mag98ac1c17 2026-07-29T21:14:42.309771 V = 11.59 ± 0.06 ZP uncertainty = 0.055 maga3497936 2026-07-30T20:04:52.316909 V = 11.56 ± 0.06 ZP uncertainty = 0.061 maga3497936 2026-07-30T20:14:56.354623 V = 11.56 ± 0.04 ZP uncertainty = 0.043 maga3497936 2026-07-30T20:14:56.354623 V = 11.56 ± 0.04 ZP uncertainty = 0.043 maga3497936 2026-07-30T20:14:56.354623 V = 11.56 ± 0.04 ZP uncertainty = 0.043 maga3497936 2026-07-30T20:14:56.354623 V = 11.56 ± 0.04 ZP uncertainty = 0.043 maga3497936 2026-07-30T20:14:56.354623 V = 11.56 ± 0.04 ZP uncertainty = 0.043 maga3497936 2026-07-30T20:31:07.836774 V = 11.55 ± 0.05 ZP uncertainty = 0.051 maga3497936 2026-07-30T20:45:01.360289 V = 11.59 ± 0.05 ZP uncertainty = 0.054 maga3497936 2026-07-30T20:59:50.571063 V = 11.54 ± 0.05 ZP uncertainty = 0.051 maga3497936 2026-07-30T21:14:52.902486 V = 11.56 ± 0.07 ZP uncertainty = 0.068 maga3497936 2026-07-30T21:14:52.902486 V = 11.56 ± 0.07 ZP uncertainty = 0.068 maga3497936 2026-07-30T21:14:52.902486 V = 11.56 ± 0.07 ZP uncertainty = 0.068 maga3497936 2026-07-30T21:14:52.902486 V = 11.56 ± 0.07 ZP uncertainty = 0.068 maga3497936 2026-07-30T21:14:52.902486 V = 11.56 ± 0.07 ZP uncertainty = 0.068 mag5bc2d513 2026-07-31T04:58:15.122 V = 11.59 ± 0.15 ZP uncertainty = 0.147 mag5bc2d513 2026-07-31T05:00:15.812 V = 11.48 ± 0.10 ZP uncertainty = 0.096 mag5bc2d513 2026-07-31T05:15:01.209 V = 11.51 ± 0.08 ZP uncertainty = 0.078 mag5bc2d513 2026-07-31T05:30:08.997 V = 11.49 ± 0.12 ZP uncertainty = 0.124 mag5bc2d513 2026-07-31T05:45:11.179 V = 11.44 ± 0.14 ZP uncertainty = 0.136 mag5bc2d513 2026-08-01T05:01:01.587 V = 11.49 ± 0.08 ZP uncertainty = 0.077 mag5bc2d513 2026-08-01T05:15:06.470 V = 11.49 ± 0.08 ZP uncertainty = 0.083 mag5bc2d513 2026-08-01T05:30:34.177 V = 11.46 ± 0.16 ZP uncertainty = 0.159 mag5bc2d513 2026-08-01T05:45:19.429 V = 11.57 ± 0.11 ZP uncertainty = 0.107 magd9ed61a4 2026-08-04T02:12:32.695 V = 11.62 ± 0.17 ZP uncertainty = 0.165 magd9ed61a4 2026-08-04T02:15:43.982 V = 11.50 ± 0.07 ZP uncertainty = 0.071 mag955f8f85 2026-08-09T02:31:52.618 V = 11.46 ± 0.08 ZP uncertainty = 0.078 mag955f8f85 2026-08-09T02:45:27.128 V = 10.79 ± 0.21 ZP uncertainty = 0.207 mag955f8f85 2026-08-09T03:00:16.264 V = 11.49 ± 0.14 ZP uncertainty = 0.135 mag955f8f85 2026-08-09T03:16:28.178 V = 11.53 ± 0.17 ZP uncertainty = 0.164 mag955f8f85 2026-08-09T03:30:11.590 V = 11.63 ± 0.22 ZP uncertainty = 0.214 mag8a95aa90 2026-08-10T20:17:46.628 V = 11.48 ± 0.07 ZP uncertainty = 0.071 mag8a95aa90 2026-08-10T20:30:04.788 V = 11.46 ± 0.06 ZP uncertainty = 0.062 mag8a95aa90 2026-08-10T20:45:11.134 V = 11.47 ± 0.08 ZP uncertainty = 0.078 mag8a95aa90 2026-08-10T21:00:11.937 V = 11.46 ± 0.08 ZP uncertainty = 0.079 mag8a95aa90 2026-08-10T21:15:37.421 V = 11.50 ± 0.06 ZP uncertainty = 0.056 mag8a95aa90 2026-08-10T21:30:02.382 V = 11.48 ± 0.08 ZP uncertainty = 0.084 mag8a95aa90 2026-08-10T21:45:07.869 V = 11.37 ± 0.17 ZP uncertainty = 0.169 magb2f0f197 2026-08-16T04:08:43.352 V = 11.43 ± 0.13 ZP uncertainty = 0.119 magb2f0f197 2026-08-16T04:19:34.234 V = 11.81 ± 0.17 ZP uncertainty = 0.093 magb2f0f197 2026-08-17T04:20:28.244 V = 11.56 ± 0.09 ZP uncertainty = 0.091 magb2f0f197 2026-08-17T04:20:28.244 V = 11.56 ± 0.09 ZP uncertainty = 0.091 magb2f0f197 2026-08-17T04:30:06.507 V = 11.54 ± 0.05 ZP uncertainty = 0.051 magb2f0f197 2026-08-17T04:30:06.507 V = 11.54 ± 0.05 ZP uncertainty = 0.051 magb2f0f197 2026-08-17T04:45:08.712 V = 11.55 ± 0.11 ZP uncertainty = 0.105 magb2f0f197 2026-08-17T04:45:08.712 V = 11.55 ± 0.11 ZP uncertainty = 0.105 magb2f0f197 2026-08-17T05:00:02.105 V = 11.55 ± 0.12 ZP uncertainty = 0.116 magb2f0f197 2026-08-17T05:00:02.105 V = 11.55 ± 0.12 ZP uncertainty = 0.116 magb2f0f197 2026-08-18T04:36:16.949 V = 11.56 ± 0.05 ZP uncertainty = 0.053 magb2f0f197 2026-08-18T04:45:19.706 V = 11.56 ± 0.04 ZP uncertainty = 0.038 magb2f0f197 2026-08-18T05:00:28.729 V = 11.56 ± 0.07 ZP uncertainty = 0.074 magb2f0f197 2026-08-18T05:15:11.728 V = 11.56 ± 0.09 ZP uncertainty = 0.085 magb2f0f197 2026-08-18T05:30:30.081 V = 11.55 ± 0.08 ZP uncertainty = 0.077 magb2f0f197 2026-08-18T05:45:13.929 V = 11.57 ± 0.12 ZP uncertainty = 0.121 magb2f0f197 2026-08-20T04:14:02.246 V = 11.53 ± 0.10 ZP uncertainty = 0.098 magb2f0f197 2026-08-20T04:15:05.782 V = 11.61 ± 0.06 ZP uncertainty = 0.056 magb2f0f197 2026-08-20T04:30:02.411 V = 11.57 ± 0.06 ZP uncertainty = 0.056 magb2f0f197 2026-08-20T04:49:06.818 V = 11.60 ± 0.07 ZP uncertainty = 0.071 magb2f0f197 2026-08-20T05:08:20.069 V = 11.58 ± 0.08 ZP uncertainty = 0.074 magb2f0f197 2026-08-20T05:15:02.719 V = 11.57 ± 0.11 ZP uncertainty = 0.108 magb2f0f197 2026-08-20T05:36:43.099 V = 11.60 ± 0.11 ZP uncertainty = 0.105 magb2f0f197 2026-08-20T05:45:04.563 V = 11.56 ± 0.09 ZP uncertainty = 0.090 magb2f0f197 2026-08-21T04:06:57.893 V = 11.57 ± 0.12 ZP uncertainty = 0.119 magb2f0f197 2026-08-21T04:15:17.597 V = 11.56 ± 0.14 ZP uncertainty = 0.142 magb2f0f197 2026-08-21T04:30:11.954 V = 11.58 ± 0.08 ZP uncertainty = 0.081 magb2f0f197 2026-08-21T04:45:06.182 V = 11.58 ± 0.09 ZP uncertainty = 0.085 magb2f0f197 2026-08-24T04:01:41.867 V = 11.55 ± 0.15 ZP uncertainty = 0.140 magb2f0f197 2026-08-24T04:15:08.370 V = 11.67 ± 0.03 ZP uncertainty = 0.034 magb2f0f197 2026-08-24T04:30:05.401 V = 11.67 ± 0.05 ZP uncertainty = 0.048 magb2f0f197 2026-08-24T04:45:19.662 V = 11.64 ± 0.08 ZP uncertainty = 0.077 magb2f0f197 2026-08-24T05:00:14.580 V = 11.64 ± 0.10 ZP uncertainty = 0.102 magb2f0f197 2026-08-24T05:15:01.836 V = 11.66 ± 0.06 ZP uncertainty = 0.058 magb2f0f197 2026-08-24T05:30:19.349 V = 11.66 ± 0.09 ZP uncertainty = 0.085 magb2f0f197 2026-08-25T03:53:46.156 V = 11.73 ± 0.14 ZP uncertainty = 0.137 magb2f0f197 2026-08-25T04:00:27.812 V = 11.70 ± 0.05 ZP uncertainty = 0.054 magb2f0f197 2026-08-25T04:15:21.979 V = 11.66 ± 0.08 ZP uncertainty = 0.076 magb2f0f197 2026-08-25T04:30:03.324 V = 11.65 ± 0.12 ZP uncertainty = 0.116 magb2f0f197 2026-08-25T04:45:05.764 V = 11.68 ± 0.10 ZP uncertainty = 0.100 magb2f0f197 2026-08-25T05:00:02.188 V = 11.69 ± 0.15 ZP uncertainty = 0.145 magb2f0f197 2026-08-26T03:50:39.324 V = 11.75 ± 0.09 ZP uncertainty = 0.090 magb2f0f197 2026-08-26T04:00:13.763 V = 11.72 ± 0.06 ZP uncertainty = 0.054 magb2f0f197 2026-08-26T04:15:09.781 V = 11.69 ± 0.06 ZP uncertainty = 0.057 magb2f0f197 2026-08-26T04:30:13.541 V = 11.70 ± 0.06 ZP uncertainty = 0.057 magb2f0f197 2026-08-26T04:45:14.999 V = 11.68 ± 0.09 ZP uncertainty = 0.086 magb2f0f197 2026-08-28T03:46:30.320 V = 11.71 ± 0.10 ZP uncertainty = 0.097 magb2f0f197 2026-08-28T04:00:15.326 V = 11.73 ± 0.08 ZP uncertainty = 0.076 magb2f0f197 2026-08-28T04:15:20.460 V = 11.75 ± 0.07 ZP uncertainty = 0.066 magb2f0f197 2026-08-28T04:30:05.676 V = 11.76 ± 0.06 ZP uncertainty = 0.058 magb2f0f197 2026-08-28T04:45:08.717 V = 11.77 ± 0.06 ZP uncertainty = 0.054 magb2f0f197 2026-08-28T05:00:14.491 V = 11.77 ± 0.05 ZP uncertainty = 0.050 magb2f0f197 2026-08-28T05:15:10.727 V = 11.71 ± 0.10 ZP uncertainty = 0.094 magb2f0f197 2026-08-29T03:52:44.555 V = 11.75 ± 0.10 ZP uncertainty = 0.100 magb2f0f197 2026-08-29T04:00:20.312 V = 11.75 ± 0.05 ZP uncertainty = 0.050 magb2f0f197 2026-08-29T04:15:23.756 V = 11.77 ± 0.07 ZP uncertainty = 0.070 magb2f0f197 2026-08-29T04:30:35.808 V = 11.73 ± 0.09 ZP uncertainty = 0.089 magb2f0f197 2026-08-31T03:39:08.125 V = 11.75 ± 0.18 ZP uncertainty = 0.173 magb2f0f197 2026-08-31T03:45:21.481 V = 11.83 ± 0.06 ZP uncertainty = 0.061 magb2f0f197 2026-08-31T04:00:13.321 V = 11.81 ± 0.08 ZP uncertainty = 0.075 magb2f0f197 2026-08-31T04:15:00.611 V = 11.80 ± 0.07 ZP uncertainty = 0.069 magb2f0f197 2026-08-31T04:30:07.429 V = 11.81 ± 0.04 ZP uncertainty = 0.042 magb2f0f197 2026-08-31T04:45:22.375 V = 11.80 ± 0.05 ZP uncertainty = 0.049 magb2f0f197 2026-08-31T05:00:15.013 V = 11.80 ± 0.11 ZP uncertainty = 0.109 mag
2330f5405345207e5bc2d51377326da08a95aa90955f8f8597783b6198ac1c17S30 Pro_28824a17S30 Pro_7b8b004aS30 Pro_ce545589a3497936afd85016b2f0f197d9ed61a4
Hover a point for the Seestar serial, date, V and that frame's ZP uncertainty (its calibration RMS against Gaia). The Grey out ZP uncertainty > slider sets the cut, from 0.05 to 0.20 mag (default 0.10): frames above it are drawn as faint hollow circles rather than removed, so every contribution stays on the plot. The grey star is the discovery epoch. Highlight a single Seestar with the dropdown; scroll to zoom and drag to pan (Reset zoom restores the full view).

Per-epoch zero point & calibration quality

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20.2221.6723.1224.5826.0327.482026-07-072026-07-182026-07-302026-08-102026-08-222026-09-02zero point (mag)77326da0 2026-07-09T21:26:42.081 ZP = 23.348 ± 0.148 (N=73)77326da0 2026-07-09T21:30:18.669 ZP = 23.527 ± 0.105 (N=73)77326da0 2026-07-09T21:45:21.438 ZP = 23.540 ± 0.103 (N=68)77326da0 2026-07-09T22:00:18.919 ZP = 23.503 ± 0.105 (N=68)a3497936 2026-07-09T23:11:01.593312 ZP = 23.219 ± 0.034 (N=70)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)a3497936 2026-07-09T23:14:58.499135 ZP = 23.232 ± 0.041 (N=66)955f8f85 2026-07-10T02:39:53.120 ZP = 23.769 ± 0.121 (N=66)955f8f85 2026-07-10T02:45:54.145 ZP = 23.682 ± 0.041 (N=65)955f8f85 2026-07-10T03:00:19.092 ZP = 23.647 ± 0.058 (N=66)955f8f85 2026-07-10T03:15:39.984 ZP = 23.610 ± 0.047 (N=69)955f8f85 2026-07-10T03:31:27.040 ZP = 23.557 ± 0.076 (N=67)955f8f85 2026-07-10T03:45:03.055 ZP = 23.550 ± 0.063 (N=66)955f8f85 2026-07-10T04:00:00.752 ZP = 23.512 ± 0.054 (N=69)955f8f85 2026-07-10T04:15:15.741 ZP = 23.446 ± 0.083 (N=67)955f8f85 2026-07-10T04:30:09.607 ZP = 23.387 ± 0.056 (N=68)955f8f85 2026-07-10T04:45:08.204 ZP = 23.319 ± 0.065 (N=60)955f8f85 2026-07-10T05:00:05.620 ZP = 23.280 ± 0.061 (N=53)955f8f85 2026-07-10T05:15:10.230 ZP = 23.225 ± 0.069 (N=62)955f8f85 2026-07-10T05:30:09.343 ZP = 23.135 ± 0.094 (N=58)afd85016 2026-07-10T20:03:09.038 ZP = 23.845 ± 0.065 (N=64)afd85016 2026-07-10T20:15:05.517 ZP = 23.822 ± 0.057 (N=68)afd85016 2026-07-10T20:30:39.817 ZP = 23.833 ± 0.038 (N=68)afd85016 2026-07-10T20:45:17.669 ZP = 23.796 ± 0.035 (N=62)afd85016 2026-07-10T21:00:11.274 ZP = 23.754 ± 0.051 (N=66)afd85016 2026-07-10T21:15:09.285 ZP = 23.753 ± 0.051 (N=62)afd85016 2026-07-10T21:30:14.300 ZP = 23.704 ± 0.053 (N=66)afd85016 2026-07-10T21:45:13.848 ZP = 23.707 ± 0.068 (N=63)afd85016 2026-07-10T22:00:12.402 ZP = 23.664 ± 0.064 (N=64)afd85016 2026-07-10T22:15:11.151 ZP = 23.643 ± 0.034 (N=43)98ac1c17 2026-07-10T22:29:48.629721 ZP = 23.362 ± 0.031 (N=72)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T22:44:55.842936 ZP = 23.335 ± 0.024 (N=70)98ac1c17 2026-07-10T23:00:01.872166 ZP = 23.218 ± 0.031 (N=72)98ac1c17 2026-07-10T23:14:47.832963 ZP = 23.247 ± 0.030 (N=69)98ac1c17 2026-07-10T23:29:48.983149 ZP = 23.202 ± 0.031 (N=71)98ac1c17 2026-07-10T23:44:55.493857 ZP = 23.154 ± 0.033 (N=70)98ac1c17 2026-07-10T23:44:55.493857 ZP = 23.154 ± 0.033 (N=70)98ac1c17 2026-07-10T23:44:55.493857 ZP = 23.154 ± 0.033 (N=70)98ac1c17 2026-07-10T23:59:19.768292 ZP = 25.776 ± 0.162 (N=72)955f8f85 2026-07-11T04:23:44.446 ZP = 23.213 ± 0.076 (N=65)955f8f85 2026-07-11T04:30:17.184 ZP = 22.912 ± 0.100 (N=68)955f8f85 2026-07-11T04:45:15.976 ZP = 23.040 ± 0.074 (N=58)955f8f85 2026-07-11T05:00:10.540 ZP = 22.941 ± 0.076 (N=65)955f8f85 2026-07-11T05:15:10.863 ZP = 22.794 ± 0.091 (N=58)955f8f85 2026-07-11T05:30:11.319 ZP = 22.814 ± 0.160 (N=39)98ac1c17 2026-07-11T20:09:53.473062 ZP = 23.382 ± 0.105 (N=78)afd85016 2026-07-11T20:20:17.427 ZP = 23.670 ± 0.052 (N=64)afd85016 2026-07-11T20:30:09.301 ZP = 23.665 ± 0.035 (N=66)afd85016 2026-07-11T20:45:04.865 ZP = 23.630 ± 0.054 (N=69)afd85016 2026-07-11T21:00:07.381 ZP = 23.568 ± 0.091 (N=69)afd85016 2026-07-11T21:15:08.678 ZP = 23.458 ± 0.125 (N=68)98ac1c17 2026-07-11T21:29:43.319864 ZP = 23.162 ± 0.052 (N=72)S30 Pro_28824a17 2026-07-11T21:44:18.724 ZP = 22.588 ± 0.165 (N=450)98ac1c17 2026-07-11T21:44:43.900864 ZP = 23.143 ± 0.053 (N=72)S30 Pro_28824a17 2026-07-11T21:45:01.089 ZP = 22.581 ± 0.058 (N=462)98ac1c17 2026-07-11T21:59:41.919395 ZP = 23.213 ± 0.054 (N=74)S30 Pro_28824a17 2026-07-11T22:00:08.050 ZP = 22.583 ± 0.043 (N=457)98ac1c17 2026-07-11T22:14:38.623988 ZP = 23.043 ± 0.075 (N=75)S30 Pro_28824a17 2026-07-11T22:15:02.196 ZP = 22.590 ± 0.052 (N=456)98ac1c17 2026-07-11T22:29:40.723868 ZP = 23.126 ± 0.057 (N=73)a3497936 2026-07-11T22:35:57.166094 ZP = 23.132 ± 0.133 (N=79)98ac1c17 2026-07-11T22:44:43.093700 ZP = 22.987 ± 0.059 (N=72)a3497936 2026-07-11T22:59:52.247602 ZP = 23.102 ± 0.065 (N=77)98ac1c17 2026-07-11T23:00:00.018398 ZP = 22.725 ± 0.072 (N=75)98ac1c17 2026-07-11T23:17:56.272155 ZP = 22.735 ± 0.159 (N=76)S30 Pro_7b8b004a 2026-07-11T23:25:14.313 ZP = 23.431 ± 0.133 (N=481)S30 Pro_7b8b004a 2026-07-11T23:30:31.482 ZP = 23.445 ± 0.081 (N=466)98ac1c17 2026-07-11T23:34:43.196893 ZP = 22.768 ± 0.072 (N=74)S30 Pro_7b8b004a 2026-07-11T23:45:10.674 ZP = 23.348 ± 0.125 (N=468)S30 Pro_7b8b004a 2026-07-12T00:00:36.643 ZP = 23.263 ± 0.108 (N=479)S30 Pro_7b8b004a 2026-07-12T00:15:27.296 ZP = 23.219 ± 0.152 (N=455)a3497936 2026-07-12T00:19:00.272392 ZP = 22.575 ± 0.137 (N=71)98ac1c17 2026-07-12T00:29:52.063605 ZP = 22.258 ± 0.592 (N=39)S30 Pro_7b8b004a 2026-07-12T00:30:34.108 ZP = 23.146 ± 0.122 (N=468)S30 Pro_7b8b004a 2026-07-12T00:47:38.527 ZP = 23.094 ± 0.140 (N=425)a3497936 2026-07-12T00:59:22.158439 ZP = 22.555 ± 0.094 (N=71)S30 Pro_7b8b004a 2026-07-12T01:09:14.931 ZP = 23.071 ± 0.154 (N=378)S30 Pro_7b8b004a 2026-07-12T01:26:24.101 ZP = 23.039 ± 0.158 (N=393)S30 Pro_7b8b004a 2026-07-12T01:30:28.735 ZP = 22.981 ± 0.137 (N=453)S30 Pro_7b8b004a 2026-07-12T01:45:30.496 ZP = 22.929 ± 0.142 (N=445)S30 Pro_7b8b004a 2026-07-12T02:00:10.324 ZP = 22.943 ± 0.159 (N=439)S30 Pro_7b8b004a 2026-07-12T02:15:05.131 ZP = 22.953 ± 0.155 (N=372)5345207e 2026-07-12T03:15:26.740 ZP = 23.663 ± 0.046 (N=69)d9ed61a4 2026-07-12T03:27:52.999 ZP = 23.395 ± 0.041 (N=71)5345207e 2026-07-12T03:30:17.179 ZP = 23.618 ± 0.071 (N=69)d9ed61a4 2026-07-12T03:32:12.891 ZP = 23.316 ± 0.040 (N=65)5345207e 2026-07-12T03:45:16.415 ZP = 23.603 ± 0.072 (N=73)d9ed61a4 2026-07-12T03:47:55.037 ZP = 23.285 ± 0.026 (N=69)955f8f85 2026-07-12T03:49:02.116 ZP = 23.507 ± 0.055 (N=61)955f8f85 2026-07-12T04:00:18.174 ZP = 23.433 ± 0.062 (N=64)d9ed61a4 2026-07-12T04:00:19.159 ZP = 23.217 ± 0.147 (N=76)955f8f85 2026-07-12T04:15:02.794 ZP = 23.383 ± 0.064 (N=64)955f8f85 2026-07-12T04:30:03.622 ZP = 23.167 ± 0.132 (N=65)955f8f85 2026-07-12T04:45:01.055 ZP = 23.075 ± 0.107 (N=66)955f8f85 2026-07-12T05:00:16.791 ZP = 22.942 ± 0.110 (N=60)955f8f85 2026-07-12T05:15:11.733 ZP = 22.830 ± 0.113 (N=55)97783b61 2026-07-12T20:00:05.172812 ZP = 24.113 ± 0.114 (N=68)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:29:48.755236 ZP = 22.953 ± 0.028 (N=65)97783b61 2026-07-12T20:45:16.553733 ZP = 22.566 ± 0.031 (N=69)77326da0 2026-07-12T21:00:32.876 ZP = 23.161 ± 0.134 (N=71)77326da0 2026-07-12T21:17:20.559 ZP = 22.386 ± 0.115 (N=73)97783b61 2026-07-12T21:20:46.547918 ZP = 21.784 ± 0.131 (N=74)S30 Pro_28824a17 2026-07-12T21:27:57.011 ZP = 22.678 ± 0.071 (N=463)97783b61 2026-07-12T21:29:54.313218 ZP = 22.455 ± 0.045 (N=71)97783b61 2026-07-12T21:29:54.313218 ZP = 22.455 ± 0.045 (N=71)S30 Pro_28824a17 2026-07-12T21:30:15.373 ZP = 22.644 ± 0.046 (N=468)77326da0 2026-07-12T21:45:12.261 ZP = 22.764 ± 0.117 (N=66)97783b61 2026-07-12T21:45:31.347192 ZP = 21.942 ± 0.088 (N=77)S30 Pro_28824a17 2026-07-12T21:45:45.672 ZP = 22.618 ± 0.051 (N=465)77326da0 2026-07-12T21:59:50.587 ZP = 22.202 ± 0.254 (N=38)afd85016 2026-07-12T21:59:53.608 ZP = 23.688 ± 0.093 (N=76)S30 Pro_28824a17 2026-07-12T22:00:00.802 ZP = 22.614 ± 0.047 (N=456)77326da0 2026-07-12T22:00:16.294 ZP = 22.870 ± 0.131 (N=73)afd85016 2026-07-12T22:00:19.989 ZP = 23.636 ± 0.056 (N=68)77326da0 2026-07-12T22:01:40.077 ZP = 22.616 ± 0.126 (N=71)afd85016 2026-07-12T22:15:00.649 ZP = 23.545 ± 0.140 (N=62)S30 Pro_28824a17 2026-07-12T22:15:06.647 ZP = 22.633 ± 0.069 (N=452)77326da0 2026-07-12T22:15:16.075 ZP = 23.075 ± 0.068 (N=71)afd85016 2026-07-12T22:30:03.712 ZP = 23.588 ± 0.041 (N=71)97783b61 2026-07-12T22:33:15.320308 ZP = 22.289 ± 0.063 (N=69)97783b61 2026-07-12T22:44:56.170486 ZP = 22.219 ± 0.044 (N=72)afd85016 2026-07-12T22:45:05.123 ZP = 23.508 ± 0.103 (N=75)97783b61 2026-07-12T22:59:56.639470 ZP = 21.687 ± 0.246 (N=70)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:14:56.619231 ZP = 22.191 ± 0.042 (N=71)97783b61 2026-07-12T23:30:32.958150 ZP = 21.994 ± 0.062 (N=72)77326da0 2026-07-13T00:29:58.057 ZP = 23.099 ± 0.188 (N=47)77326da0 2026-07-13T00:30:19.031 ZP = 22.967 ± 0.232 (N=49)77326da0 2026-07-13T00:32:50.328 ZP = 23.050 ± 0.201 (N=41)5345207e 2026-07-13T03:13:05.451 ZP = 23.681 ± 0.036 (N=72)5345207e 2026-07-13T03:15:52.833 ZP = 23.623 ± 0.047 (N=67)5345207e 2026-07-13T03:30:00.757 ZP = 23.594 ± 0.026 (N=67)5345207e 2026-07-13T03:45:17.056 ZP = 23.551 ± 0.044 (N=70)b2f0f197 2026-07-13T04:50:59.198 ZP = 23.818 ± 0.084 (N=44)b2f0f197 2026-07-13T05:00:22.130 ZP = 23.787 ± 0.045 (N=68)b2f0f197 2026-07-13T05:15:04.718 ZP = 23.720 ± 0.050 (N=69)5bc2d513 2026-07-13T05:19:29.161 ZP = 22.506 ± 0.109 (N=180)b2f0f197 2026-07-13T05:30:01.894 ZP = 23.699 ± 0.072 (N=69)5bc2d513 2026-07-13T05:30:15.784 ZP = 22.408 ± 0.090 (N=175)b2f0f197 2026-07-13T05:45:02.682 ZP = 23.702 ± 0.035 (N=68)5bc2d513 2026-07-13T05:45:05.638 ZP = 22.224 ± 0.148 (N=157)5bc2d513 2026-07-13T06:00:03.165 ZP = 22.225 ± 0.100 (N=171)b2f0f197 2026-07-13T06:00:14.906 ZP = 23.671 ± 0.029 (N=62)b2f0f197 2026-07-13T06:15:05.307 ZP = 23.675 ± 0.053 (N=69)5bc2d513 2026-07-13T06:15:07.498 ZP = 22.291 ± 0.152 (N=167)5bc2d513 2026-07-13T06:30:19.980 ZP = 22.329 ± 0.115 (N=182)5bc2d513 2026-07-13T06:45:01.904 ZP = 22.383 ± 0.094 (N=175)5bc2d513 2026-07-13T06:59:31.403 ZP = 22.414 ± 0.163 (N=94)5bc2d513 2026-07-13T07:00:14.265 ZP = 22.320 ± 0.159 (N=163)77326da0 2026-07-13T20:06:19.287 ZP = 23.699 ± 0.055 (N=62)77326da0 2026-07-13T20:15:02.113 ZP = 23.673 ± 0.065 (N=65)8a95aa90 2026-07-13T20:15:23.118 ZP = 22.734 ± 0.134 (N=68)97783b61 2026-07-13T20:19:46.907072 ZP = 22.960 ± 0.031 (N=66)97783b61 2026-07-13T20:29:54.788798 ZP = 22.852 ± 0.031 (N=68)77326da0 2026-07-13T20:30:05.079 ZP = 23.665 ± 0.077 (N=68)8a95aa90 2026-07-13T20:30:26.086 ZP = 22.690 ± 0.105 (N=66)8a95aa90 2026-07-13T20:45:17.506 ZP = 22.671 ± 0.068 (N=62)97783b61 2026-07-13T20:45:19.287856 ZP = 22.718 ± 0.040 (N=68)97783b61 2026-07-13T20:59:51.920920 ZP = 22.641 ± 0.040 (N=75)8a95aa90 2026-07-13T21:00:16.733 ZP = 22.576 ± 0.085 (N=68)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)97783b61 2026-07-13T21:14:50.391132 ZP = 22.348 ± 0.047 (N=73)8a95aa90 2026-07-13T21:15:05.315 ZP = 22.538 ± 0.102 (N=72)8a95aa90 2026-07-13T21:30:39.978 ZP = 22.363 ± 0.124 (N=73)97783b61 2026-07-13T21:30:46.827892 ZP = 22.532 ± 0.037 (N=74)97783b61 2026-07-13T21:44:52.807370 ZP = 22.070 ± 0.049 (N=76)8a95aa90 2026-07-13T21:45:10.826 ZP = 22.602 ± 0.107 (N=76)97783b61 2026-07-13T21:59:55.280263 ZP = 21.987 ± 0.073 (N=73)8a95aa90 2026-07-13T22:00:12.053 ZP = 22.438 ± 0.101 (N=70)S30 Pro_28824a17 2026-07-13T22:00:13.279 ZP = 22.348 ± 0.062 (N=462)8a95aa90 2026-07-13T22:15:01.764 ZP = 22.379 ± 0.097 (N=68)97783b61 2026-07-13T22:15:06.411878 ZP = 22.018 ± 0.061 (N=72)S30 Pro_28824a17 2026-07-13T22:15:30.344 ZP = 22.326 ± 0.070 (N=464)97783b61 2026-07-13T22:29:47.908431 ZP = 21.810 ± 0.071 (N=71)8a95aa90 2026-07-13T22:30:06.178 ZP = 22.346 ± 0.089 (N=71)S30 Pro_28824a17 2026-07-13T22:30:07.871 ZP = 22.319 ± 0.061 (N=449)97783b61 2026-07-13T22:44:55.253650 ZP = 21.749 ± 0.074 (N=76)S30 Pro_28824a17 2026-07-13T22:45:18.786 ZP = 22.266 ± 0.069 (N=445)S30 Pro_28824a17 2026-07-13T23:00:29.325 ZP = 22.256 ± 0.072 (N=439)S30 Pro_28824a17 2026-07-13T23:15:08.084 ZP = 22.175 ± 0.077 (N=444)S30 Pro_28824a17 2026-07-13T23:30:06.330 ZP = 22.105 ± 0.082 (N=428)S30 Pro_28824a17 2026-07-13T23:45:04.914 ZP = 22.145 ± 0.090 (N=407)S30 Pro_28824a17 2026-07-14T00:00:01.313 ZP = 22.084 ± 0.102 (N=444)5345207e 2026-07-14T02:38:34.262 ZP = 23.604 ± 0.040 (N=70)5345207e 2026-07-14T02:45:04.257 ZP = 23.505 ± 0.169 (N=73)5345207e 2026-07-14T03:00:35.999 ZP = 23.032 ± 0.795 (N=72)5bc2d513 2026-07-14T05:45:42.989 ZP = 22.687 ± 0.123 (N=171)5bc2d513 2026-07-14T06:00:29.664 ZP = 22.676 ± 0.113 (N=166)b2f0f197 2026-07-14T06:11:26.474 ZP = 23.686 ± 0.057 (N=69)b2f0f197 2026-07-14T06:15:03.850 ZP = 23.664 ± 0.032 (N=68)b2f0f197 2026-07-14T06:30:02.261 ZP = 23.682 ± 0.037 (N=69)5bc2d513 2026-07-14T06:30:16.793 ZP = 22.611 ± 0.108 (N=181)b2f0f197 2026-07-14T06:45:03.187 ZP = 23.600 ± 0.049 (N=67)5bc2d513 2026-07-14T06:45:06.010 ZP = 22.587 ± 0.115 (N=177)b2f0f197 2026-07-14T07:00:16.607 ZP = 23.545 ± 0.046 (N=68)b2f0f197 2026-07-14T07:15:17.273 ZP = 23.516 ± 0.044 (N=67)b2f0f197 2026-07-14T07:30:08.778 ZP = 23.430 ± 0.042 (N=67)b2f0f197 2026-07-14T07:45:08.998 ZP = 23.432 ± 0.040 (N=68)b2f0f197 2026-07-14T08:00:10.993 ZP = 23.391 ± 0.073 (N=67)b2f0f197 2026-07-14T08:15:31.138 ZP = 23.391 ± 0.083 (N=69)77326da0 2026-07-14T20:54:44.363 ZP = 21.780 ± 0.104 (N=68)77326da0 2026-07-14T20:56:48.366 ZP = 21.946 ± 0.125 (N=70)77326da0 2026-07-14T21:00:16.275 ZP = 21.783 ± 0.119 (N=62)5345207e 2026-07-15T03:44:38.151 ZP = 23.723 ± 0.053 (N=71)5345207e 2026-07-15T03:45:19.990 ZP = 23.648 ± 0.061 (N=70)5345207e 2026-07-15T04:00:07.395 ZP = 23.602 ± 0.045 (N=64)5345207e 2026-07-15T04:15:01.984 ZP = 23.620 ± 0.031 (N=63)5345207e 2026-07-15T04:30:17.265 ZP = 23.570 ± 0.054 (N=67)77326da0 2026-07-15T20:16:14.883 ZP = 23.404 ± 0.083 (N=69)77326da0 2026-07-15T20:30:07.005 ZP = 23.450 ± 0.113 (N=69)77326da0 2026-07-16T20:01:32.873 ZP = 23.649 ± 0.093 (N=71)77326da0 2026-07-16T20:15:03.053 ZP = 23.631 ± 0.064 (N=67)77326da0 2026-07-16T20:30:02.608 ZP = 23.637 ± 0.064 (N=74)b2f0f197 2026-07-17T06:45:06.056 ZP = 22.396 ± 0.059 (N=68)b2f0f197 2026-07-17T07:00:02.047 ZP = 22.420 ± 0.045 (N=69)b2f0f197 2026-07-17T07:15:16.456 ZP = 22.339 ± 0.047 (N=67)b2f0f197 2026-07-17T07:30:19.410 ZP = 22.491 ± 0.054 (N=68)b2f0f197 2026-07-17T07:45:14.868 ZP = 22.314 ± 0.063 (N=68)b2f0f197 2026-07-17T08:00:17.934 ZP = 22.059 ± 0.183 (N=69)b2f0f197 2026-07-17T08:15:14.996 ZP = 22.159 ± 0.070 (N=68)8a95aa90 2026-07-17T20:00:23.357 ZP = 22.848 ± 0.070 (N=68)8a95aa90 2026-07-17T20:15:11.223 ZP = 22.821 ± 0.058 (N=64)8a95aa90 2026-07-17T20:30:11.236 ZP = 22.782 ± 0.072 (N=66)8a95aa90 2026-07-17T20:45:00.760 ZP = 22.721 ± 0.064 (N=62)8a95aa90 2026-07-17T21:00:03.043 ZP = 22.689 ± 0.096 (N=71)97783b61 2026-07-17T21:10:07.862277 ZP = 25.945 ± 0.655 (N=73)8a95aa90 2026-07-17T21:15:48.353 ZP = 22.679 ± 0.075 (N=71)8a95aa90 2026-07-17T21:30:26.121 ZP = 22.649 ± 0.057 (N=66)8a95aa90 2026-07-17T21:45:22.480 ZP = 22.616 ± 0.121 (N=70)8a95aa90 2026-07-17T22:00:25.345 ZP = 22.531 ± 0.058 (N=66)8a95aa90 2026-07-17T22:15:02.007 ZP = 22.491 ± 0.072 (N=68)8a95aa90 2026-07-17T22:30:09.110 ZP = 22.412 ± 0.086 (N=69)955f8f85 2026-07-19T02:53:42.274 ZP = 23.290 ± 0.098 (N=68)955f8f85 2026-07-19T03:00:15.072 ZP = 23.199 ± 0.070 (N=67)955f8f85 2026-07-19T03:15:24.380 ZP = 23.203 ± 0.072 (N=56)955f8f85 2026-07-19T03:30:19.254 ZP = 23.079 ± 0.080 (N=59)955f8f85 2026-07-19T03:45:19.017 ZP = 22.981 ± 0.111 (N=61)955f8f85 2026-07-19T04:00:08.944 ZP = 22.804 ± 0.073 (N=58)955f8f85 2026-07-19T04:15:20.328 ZP = 22.931 ± 0.376 (N=51)b2f0f197 2026-07-19T05:12:44.703 ZP = 23.662 ± 0.090 (N=73)b2f0f197 2026-07-19T05:15:07.856 ZP = 23.573 ± 0.039 (N=62)b2f0f197 2026-07-19T05:30:03.753 ZP = 23.529 ± 0.052 (N=67)5bc2d513 2026-07-19T05:32:10.707 ZP = 22.597 ± 0.109 (N=178)5bc2d513 2026-07-19T05:45:04.247 ZP = 22.652 ± 0.093 (N=163)b2f0f197 2026-07-19T05:45:17.846 ZP = 23.508 ± 0.135 (N=71)5bc2d513 2026-07-19T06:00:28.368 ZP = 22.593 ± 0.090 (N=183)b2f0f197 2026-07-19T06:00:33.999 ZP = 23.540 ± 0.053 (N=69)5bc2d513 2026-07-19T06:15:17.293 ZP = 22.550 ± 0.124 (N=194)b2f0f197 2026-07-19T06:15:19.832 ZP = 23.469 ± 0.104 (N=67)5bc2d513 2026-07-19T06:30:05.105 ZP = 22.514 ± 0.129 (N=176)b2f0f197 2026-07-19T06:30:19.615 ZP = 23.499 ± 0.066 (N=65)5bc2d513 2026-07-19T06:45:15.984 ZP = 22.542 ± 0.144 (N=181)b2f0f197 2026-07-19T06:45:20.186 ZP = 23.464 ± 0.042 (N=64)8a95aa90 2026-07-19T20:29:55.923 ZP = 22.607 ± 0.210 (N=69)8a95aa90 2026-07-19T20:30:07.352 ZP = 22.512 ± 0.061 (N=67)8a95aa90 2026-07-19T20:45:06.602 ZP = 22.480 ± 0.045 (N=68)8a95aa90 2026-07-19T21:00:23.297 ZP = 22.396 ± 0.045 (N=71)8a95aa90 2026-07-19T21:15:03.501 ZP = 22.389 ± 0.051 (N=70)8a95aa90 2026-07-19T21:30:09.619 ZP = 22.397 ± 0.047 (N=67)8a95aa90 2026-07-19T21:45:06.206 ZP = 22.379 ± 0.053 (N=70)8a95aa90 2026-07-19T21:59:49.454 ZP = 22.426 ± 0.134 (N=52)8a95aa90 2026-07-19T22:00:01.141 ZP = 22.230 ± 0.051 (N=69)8a95aa90 2026-07-19T22:15:04.113 ZP = 22.122 ± 0.073 (N=69)8a95aa90 2026-07-19T22:30:12.349 ZP = 22.140 ± 0.127 (N=75)98ac1c17 2026-07-20T19:48:36.676782 ZP = 23.852 ± 0.119 (N=72)77326da0 2026-07-20T19:57:01.029 ZP = 23.644 ± 0.085 (N=73)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)98ac1c17 2026-07-20T19:59:58.200370 ZP = 24.020 ± 0.076 (N=76)77326da0 2026-07-20T20:00:11.868 ZP = 23.560 ± 0.147 (N=68)98ac1c17 2026-07-20T20:15:08.038392 ZP = 23.744 ± 0.046 (N=74)77326da0 2026-07-20T20:15:10.583 ZP = 23.571 ± 0.098 (N=66)98ac1c17 2026-07-20T20:29:49.024611 ZP = 23.463 ± 0.026 (N=74)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T20:44:54.392615 ZP = 23.375 ± 0.018 (N=68)98ac1c17 2026-07-20T21:00:20.962583 ZP = 23.264 ± 0.026 (N=74)98ac1c17 2026-07-20T21:27:43.697259 ZP = 25.918 ± 0.727 (N=73)d9ed61a4 2026-07-21T02:23:46.344 ZP = 23.280 ± 0.124 (N=66)955f8f85 2026-07-21T02:24:26.565 ZP = 23.591 ± 0.055 (N=68)955f8f85 2026-07-21T02:30:16.381 ZP = 23.539 ± 0.049 (N=66)d9ed61a4 2026-07-21T02:30:21.267 ZP = 23.238 ± 0.063 (N=69)955f8f85 2026-07-21T02:45:05.955 ZP = 23.530 ± 0.039 (N=61)d9ed61a4 2026-07-21T02:45:06.767 ZP = 23.207 ± 0.041 (N=67)955f8f85 2026-07-21T03:00:20.558 ZP = 23.498 ± 0.041 (N=68)955f8f85 2026-07-21T03:15:05.658 ZP = 23.450 ± 0.049 (N=65)955f8f85 2026-07-21T03:30:01.980 ZP = 23.386 ± 0.048 (N=65)955f8f85 2026-07-21T03:45:03.422 ZP = 23.264 ± 0.089 (N=64)955f8f85 2026-07-21T04:00:19.895 ZP = 23.213 ± 0.074 (N=64)955f8f85 2026-07-21T04:15:16.125 ZP = 23.132 ± 0.080 (N=61)955f8f85 2026-07-21T04:31:17.573 ZP = 23.012 ± 0.123 (N=62)b2f0f197 2026-07-21T06:02:24.593 ZP = 22.698 ± 0.258 (N=69)b2f0f197 2026-07-21T06:28:34.811 ZP = 22.232 ± 0.253 (N=32)b2f0f197 2026-07-21T06:30:37.859 ZP = 22.911 ± 0.095 (N=66)b2f0f197 2026-07-21T06:45:14.587 ZP = 22.669 ± 0.211 (N=72)77326da0 2026-07-21T20:10:37.150 ZP = 23.754 ± 0.045 (N=65)77326da0 2026-07-21T20:15:19.005 ZP = 23.750 ± 0.098 (N=66)77326da0 2026-07-21T21:59:56.829 ZP = 23.548 ± 0.115 (N=62)77326da0 2026-07-21T22:00:22.632 ZP = 23.424 ± 0.063 (N=64)77326da0 2026-07-21T22:15:17.570 ZP = 23.276 ± 0.192 (N=66)77326da0 2026-07-21T22:30:14.442 ZP = 23.317 ± 0.051 (N=64)955f8f85 2026-07-22T02:33:44.212 ZP = 23.514 ± 0.049 (N=65)955f8f85 2026-07-22T02:45:17.996 ZP = 23.442 ± 0.050 (N=64)d9ed61a4 2026-07-22T03:01:31.241 ZP = 23.262 ± 0.035 (N=68)955f8f85 2026-07-22T03:03:29.992 ZP = 23.390 ± 0.045 (N=62)955f8f85 2026-07-22T03:15:19.650 ZP = 23.324 ± 0.064 (N=57)955f8f85 2026-07-22T03:30:10.742 ZP = 23.289 ± 0.045 (N=64)955f8f85 2026-07-22T03:45:31.909 ZP = 23.162 ± 0.069 (N=65)955f8f85 2026-07-22T04:00:01.298 ZP = 23.089 ± 0.083 (N=66)955f8f85 2026-07-22T04:15:16.874 ZP = 22.932 ± 0.151 (N=68)955f8f85 2026-07-22T04:30:37.677 ZP = 22.857 ± 0.147 (N=70)77326da0 2026-07-22T19:49:44.841 ZP = 23.627 ± 0.069 (N=70)S30 Pro_ce545589 2026-07-22T19:59:45.107682 ZP = 22.812 ± 0.098 (N=470)77326da0 2026-07-22T20:00:19.910 ZP = 23.530 ± 0.105 (N=67)S30 Pro_ce545589 2026-07-22T20:14:48.178510 ZP = 22.487 ± 0.066 (N=464)77326da0 2026-07-22T20:15:18.125 ZP = 23.567 ± 0.064 (N=71)S30 Pro_ce545589 2026-07-22T20:29:38.960080 ZP = 22.299 ± 0.052 (N=445)S30 Pro_ce545589 2026-07-22T20:29:38.960080 ZP = 22.299 ± 0.052 (N=445)S30 Pro_ce545589 2026-07-22T20:29:38.960080 ZP = 22.299 ± 0.052 (N=445)S30 Pro_ce545589 2026-07-22T20:29:38.960080 ZP = 22.299 ± 0.052 (N=445)S30 Pro_ce545589 2026-07-22T20:29:38.960080 ZP = 22.299 ± 0.052 (N=445)S30 Pro_ce545589 2026-07-22T20:29:38.960080 ZP = 22.299 ± 0.052 (N=445)77326da0 2026-07-22T20:30:16.249 ZP = 23.496 ± 0.080 (N=65)S30 Pro_ce545589 2026-07-22T20:45:02.857249 ZP = 22.246 ± 0.085 (N=441)77326da0 2026-07-22T20:45:15.033 ZP = 23.559 ± 0.060 (N=71)d9ed61a4 2026-07-23T02:20:22.774 ZP = 23.237 ± 0.133 (N=65)d9ed61a4 2026-07-23T02:30:15.720 ZP = 23.219 ± 0.074 (N=64)955f8f85 2026-07-23T04:06:33.609 ZP = 22.628 ± 0.184 (N=65)955f8f85 2026-07-23T04:15:17.466 ZP = 22.551 ± 0.117 (N=66)955f8f85 2026-07-23T04:30:53.071 ZP = 21.146 ± 0.081 (N=11)d9ed61a4 2026-07-24T02:23:16.065 ZP = 23.374 ± 0.098 (N=64)d9ed61a4 2026-07-24T02:30:15.454 ZP = 23.316 ± 0.052 (N=68)5bc2d513 2026-07-24T05:13:15.272 ZP = 22.620 ± 0.168 (N=150)5bc2d513 2026-07-24T05:15:15.417 ZP = 22.560 ± 0.105 (N=187)5bc2d513 2026-07-24T05:30:09.328 ZP = 22.536 ± 0.099 (N=186)5bc2d513 2026-07-24T06:28:43.424 ZP = 22.738 ± 0.317 (N=59)98ac1c17 2026-07-24T19:59:47.643234 ZP = 23.835 ± 0.063 (N=75)98ac1c17 2026-07-24T20:14:48.974877 ZP = 23.690 ± 0.033 (N=72)98ac1c17 2026-07-24T20:29:56.323175 ZP = 23.214 ± 0.032 (N=71)98ac1c17 2026-07-24T20:44:58.953551 ZP = 23.277 ± 0.036 (N=71)98ac1c17 2026-07-24T20:59:44.699885 ZP = 23.355 ± 0.025 (N=65)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)98ac1c17 2026-07-24T21:14:50.238919 ZP = 22.832 ± 0.050 (N=73)d9ed61a4 2026-07-25T02:18:34.876 ZP = 23.162 ± 0.098 (N=41)d9ed61a4 2026-07-25T02:30:11.750 ZP = 23.121 ± 0.058 (N=67)98ac1c17 2026-07-25T19:46:44.252353 ZP = 23.873 ± 0.079 (N=70)98ac1c17 2026-07-25T19:46:44.252353 ZP = 23.873 ± 0.079 (N=70)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T19:59:54.834702 ZP = 23.800 ± 0.048 (N=67)98ac1c17 2026-07-25T20:29:57.917820 ZP = 23.330 ± 0.042 (N=67)98ac1c17 2026-07-25T20:29:57.917820 ZP = 23.330 ± 0.042 (N=67)98ac1c17 2026-07-25T20:44:44.021859 ZP = 23.106 ± 0.047 (N=70)98ac1c17 2026-07-25T20:44:44.021859 ZP = 23.106 ± 0.047 (N=70)98ac1c17 2026-07-25T20:59:50.988273 ZP = 22.772 ± 0.067 (N=71)98ac1c17 2026-07-25T20:59:50.988273 ZP = 22.772 ± 0.067 (N=71)8a95aa90 2026-07-25T21:10:51.435 ZP = 22.586 ± 0.059 (N=69)98ac1c17 2026-07-25T21:14:57.949098 ZP = 23.009 ± 0.046 (N=69)98ac1c17 2026-07-25T21:14:57.949098 ZP = 23.009 ± 0.046 (N=69)98ac1c17 2026-07-25T21:14:57.949098 ZP = 23.009 ± 0.046 (N=69)8a95aa90 2026-07-25T21:15:01.044 ZP = 22.551 ± 0.045 (N=68)8a95aa90 2026-07-25T21:30:47.200 ZP = 22.529 ± 0.071 (N=68)8a95aa90 2026-07-25T21:45:21.016 ZP = 22.466 ± 0.083 (N=67)8a95aa90 2026-07-25T22:00:07.623 ZP = 22.426 ± 0.069 (N=68)8a95aa90 2026-07-25T22:15:02.400 ZP = 22.376 ± 0.076 (N=69)8a95aa90 2026-07-25T22:30:41.833 ZP = 22.333 ± 0.058 (N=64)d9ed61a4 2026-07-26T02:18:45.637 ZP = 23.321 ± 0.083 (N=67)d9ed61a4 2026-07-26T02:31:44.288 ZP = 23.327 ± 0.060 (N=70)955f8f85 2026-07-26T04:00:23.875 ZP = 22.874 ± 0.100 (N=57)955f8f85 2026-07-26T04:15:04.329 ZP = 22.691 ± 0.091 (N=56)955f8f85 2026-07-26T04:30:00.940 ZP = 22.713 ± 0.165 (N=40)955f8f85 2026-07-27T03:31:22.084 ZP = 23.451 ± 0.070 (N=63)955f8f85 2026-07-27T03:45:17.651 ZP = 23.400 ± 0.061 (N=56)955f8f85 2026-07-27T04:00:00.455 ZP = 23.341 ± 0.047 (N=56)955f8f85 2026-07-27T04:15:03.280 ZP = 23.183 ± 0.071 (N=58)2330f540 2026-07-27T04:29:43.617 ZP = 21.597 ± 0.137 (N=91)2330f540 2026-07-27T04:30:06.557 ZP = 21.459 ± 0.095 (N=185)2330f540 2026-07-27T04:45:07.552 ZP = 21.448 ± 0.093 (N=177)2330f540 2026-07-27T05:00:09.501 ZP = 21.358 ± 0.124 (N=186)2330f540 2026-07-27T05:15:08.031 ZP = 21.386 ± 0.115 (N=181)b2f0f197 2026-07-28T05:00:07.023 ZP = 22.861 ± 0.059 (N=67)b2f0f197 2026-07-28T05:15:09.070 ZP = 22.855 ± 0.050 (N=69)b2f0f197 2026-07-28T05:30:10.932 ZP = 22.852 ± 0.040 (N=70)b2f0f197 2026-07-28T05:45:19.357 ZP = 22.779 ± 0.061 (N=73)d9ed61a4 2026-07-29T02:26:55.566 ZP = 23.507 ± 0.188 (N=57)d9ed61a4 2026-07-29T02:30:57.422 ZP = 23.356 ± 0.108 (N=68)98ac1c17 2026-07-29T20:44:58.583957 ZP = 23.368 ± 0.038 (N=71)98ac1c17 2026-07-29T20:59:40.225126 ZP = 23.303 ± 0.045 (N=73)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)98ac1c17 2026-07-29T21:14:42.309771 ZP = 23.195 ± 0.055 (N=74)a3497936 2026-07-30T20:04:52.316909 ZP = 22.569 ± 0.061 (N=70)a3497936 2026-07-30T20:14:56.354623 ZP = 22.480 ± 0.043 (N=72)a3497936 2026-07-30T20:14:56.354623 ZP = 22.480 ± 0.043 (N=72)a3497936 2026-07-30T20:14:56.354623 ZP = 22.480 ± 0.043 (N=72)a3497936 2026-07-30T20:14:56.354623 ZP = 22.480 ± 0.043 (N=72)a3497936 2026-07-30T20:14:56.354623 ZP = 22.480 ± 0.043 (N=72)a3497936 2026-07-30T20:31:07.836774 ZP = 22.436 ± 0.051 (N=76)a3497936 2026-07-30T20:45:01.360289 ZP = 22.348 ± 0.054 (N=72)a3497936 2026-07-30T20:59:50.571063 ZP = 22.322 ± 0.051 (N=72)a3497936 2026-07-30T21:14:52.902486 ZP = 22.309 ± 0.068 (N=72)a3497936 2026-07-30T21:14:52.902486 ZP = 22.309 ± 0.068 (N=72)a3497936 2026-07-30T21:14:52.902486 ZP = 22.309 ± 0.068 (N=72)a3497936 2026-07-30T21:14:52.902486 ZP = 22.309 ± 0.068 (N=72)a3497936 2026-07-30T21:14:52.902486 ZP = 22.309 ± 0.068 (N=72)5bc2d513 2026-07-31T04:58:15.122 ZP = 22.709 ± 0.147 (N=173)5bc2d513 2026-07-31T05:00:15.812 ZP = 22.664 ± 0.096 (N=187)5bc2d513 2026-07-31T05:15:01.209 ZP = 22.669 ± 0.078 (N=183)5bc2d513 2026-07-31T05:30:08.997 ZP = 22.594 ± 0.124 (N=195)5bc2d513 2026-07-31T05:45:11.179 ZP = 22.586 ± 0.136 (N=191)5bc2d513 2026-08-01T05:01:01.587 ZP = 22.663 ± 0.077 (N=191)5bc2d513 2026-08-01T05:15:06.470 ZP = 22.641 ± 0.083 (N=186)5bc2d513 2026-08-01T05:30:34.177 ZP = 22.564 ± 0.159 (N=187)5bc2d513 2026-08-01T05:45:19.429 ZP = 22.630 ± 0.107 (N=190)d9ed61a4 2026-08-04T02:12:32.695 ZP = 23.420 ± 0.165 (N=41)d9ed61a4 2026-08-04T02:15:43.982 ZP = 23.288 ± 0.071 (N=64)955f8f85 2026-08-09T02:31:52.618 ZP = 23.215 ± 0.078 (N=65)955f8f85 2026-08-09T02:45:27.128 ZP = 23.334 ± 0.207 (N=42)955f8f85 2026-08-09T03:00:16.264 ZP = 23.050 ± 0.135 (N=59)955f8f85 2026-08-09T03:16:28.178 ZP = 22.840 ± 0.164 (N=59)955f8f85 2026-08-09T03:30:11.590 ZP = 22.824 ± 0.214 (N=41)8a95aa90 2026-08-10T20:17:46.628 ZP = 22.373 ± 0.071 (N=71)8a95aa90 2026-08-10T20:30:04.788 ZP = 22.318 ± 0.062 (N=69)8a95aa90 2026-08-10T20:45:11.134 ZP = 22.313 ± 0.078 (N=69)8a95aa90 2026-08-10T21:00:11.937 ZP = 22.212 ± 0.079 (N=70)8a95aa90 2026-08-10T21:15:37.421 ZP = 22.099 ± 0.056 (N=70)8a95aa90 2026-08-10T21:30:02.382 ZP = 22.106 ± 0.084 (N=69)8a95aa90 2026-08-10T21:45:07.869 ZP = 22.008 ± 0.169 (N=69)b2f0f197 2026-08-16T04:08:43.352 ZP = 22.718 ± 0.119 (N=19)b2f0f197 2026-08-16T04:19:34.234 ZP = 21.149 ± 0.093 (N=5)b2f0f197 2026-08-17T04:20:28.244 ZP = 23.302 ± 0.091 (N=73)b2f0f197 2026-08-17T04:20:28.244 ZP = 23.302 ± 0.091 (N=73)b2f0f197 2026-08-17T04:30:06.507 ZP = 23.249 ± 0.051 (N=69)b2f0f197 2026-08-17T04:30:06.507 ZP = 23.249 ± 0.051 (N=69)b2f0f197 2026-08-17T04:45:08.712 ZP = 22.740 ± 0.105 (N=65)b2f0f197 2026-08-17T04:45:08.712 ZP = 22.745 ± 0.105 (N=65)b2f0f197 2026-08-17T05:00:02.105 ZP = 22.799 ± 0.116 (N=69)b2f0f197 2026-08-17T05:00:02.105 ZP = 22.799 ± 0.116 (N=69)b2f0f197 2026-08-18T04:36:16.949 ZP = 23.406 ± 0.053 (N=71)b2f0f197 2026-08-18T04:45:19.706 ZP = 23.383 ± 0.038 (N=64)b2f0f197 2026-08-18T05:00:28.729 ZP = 23.343 ± 0.074 (N=68)b2f0f197 2026-08-18T05:15:11.728 ZP = 23.297 ± 0.085 (N=70)b2f0f197 2026-08-18T05:30:30.081 ZP = 23.256 ± 0.077 (N=68)b2f0f197 2026-08-18T05:45:13.929 ZP = 23.214 ± 0.121 (N=73)b2f0f197 2026-08-20T04:14:02.246 ZP = 23.570 ± 0.098 (N=75)b2f0f197 2026-08-20T04:15:05.782 ZP = 23.567 ± 0.056 (N=69)b2f0f197 2026-08-20T04:30:02.411 ZP = 23.541 ± 0.056 (N=69)b2f0f197 2026-08-20T04:49:06.818 ZP = 23.464 ± 0.071 (N=70)b2f0f197 2026-08-20T05:08:20.069 ZP = 23.439 ± 0.074 (N=70)b2f0f197 2026-08-20T05:15:02.719 ZP = 23.311 ± 0.108 (N=68)b2f0f197 2026-08-20T05:36:43.099 ZP = 23.383 ± 0.105 (N=71)b2f0f197 2026-08-20T05:45:04.563 ZP = 23.349 ± 0.090 (N=70)b2f0f197 2026-08-21T04:06:57.893 ZP = 23.446 ± 0.119 (N=70)b2f0f197 2026-08-21T04:15:17.597 ZP = 23.392 ± 0.142 (N=70)b2f0f197 2026-08-21T04:30:11.954 ZP = 23.377 ± 0.081 (N=70)b2f0f197 2026-08-21T04:45:06.182 ZP = 23.323 ± 0.085 (N=69)b2f0f197 2026-08-24T04:01:41.867 ZP = 23.527 ± 0.140 (N=70)b2f0f197 2026-08-24T04:15:08.370 ZP = 23.592 ± 0.034 (N=65)b2f0f197 2026-08-24T04:30:05.401 ZP = 23.566 ± 0.048 (N=66)b2f0f197 2026-08-24T04:45:19.662 ZP = 23.520 ± 0.077 (N=66)b2f0f197 2026-08-24T05:00:14.580 ZP = 23.457 ± 0.102 (N=68)b2f0f197 2026-08-24T05:15:01.836 ZP = 23.465 ± 0.058 (N=64)b2f0f197 2026-08-24T05:30:19.349 ZP = 23.422 ± 0.085 (N=69)b2f0f197 2026-08-25T03:53:46.156 ZP = 23.387 ± 0.137 (N=73)b2f0f197 2026-08-25T04:00:27.812 ZP = 23.381 ± 0.054 (N=67)b2f0f197 2026-08-25T04:15:21.979 ZP = 23.316 ± 0.076 (N=68)b2f0f197 2026-08-25T04:30:03.324 ZP = 23.215 ± 0.116 (N=65)b2f0f197 2026-08-25T04:45:05.764 ZP = 23.106 ± 0.100 (N=66)b2f0f197 2026-08-25T05:00:02.188 ZP = 22.992 ± 0.145 (N=69)b2f0f197 2026-08-26T03:50:39.324 ZP = 23.579 ± 0.090 (N=71)b2f0f197 2026-08-26T04:00:13.763 ZP = 23.541 ± 0.054 (N=64)b2f0f197 2026-08-26T04:15:09.781 ZP = 23.501 ± 0.057 (N=66)b2f0f197 2026-08-26T04:30:13.541 ZP = 23.468 ± 0.057 (N=66)b2f0f197 2026-08-26T04:45:14.999 ZP = 23.461 ± 0.086 (N=71)b2f0f197 2026-08-28T03:46:30.320 ZP = 23.541 ± 0.097 (N=68)b2f0f197 2026-08-28T04:00:15.326 ZP = 23.532 ± 0.076 (N=70)b2f0f197 2026-08-28T04:15:20.460 ZP = 23.524 ± 0.066 (N=69)b2f0f197 2026-08-28T04:30:05.676 ZP = 23.517 ± 0.058 (N=68)b2f0f197 2026-08-28T04:45:08.717 ZP = 23.476 ± 0.054 (N=71)b2f0f197 2026-08-28T05:00:14.491 ZP = 23.426 ± 0.050 (N=71)b2f0f197 2026-08-28T05:15:10.727 ZP = 23.377 ± 0.094 (N=72)b2f0f197 2026-08-29T03:52:44.555 ZP = 23.455 ± 0.100 (N=76)b2f0f197 2026-08-29T04:00:20.312 ZP = 23.435 ± 0.050 (N=70)b2f0f197 2026-08-29T04:15:23.756 ZP = 23.419 ± 0.070 (N=69)b2f0f197 2026-08-29T04:30:35.808 ZP = 23.399 ± 0.089 (N=67)b2f0f197 2026-08-31T03:39:08.125 ZP = 23.529 ± 0.173 (N=75)b2f0f197 2026-08-31T03:45:21.481 ZP = 23.543 ± 0.061 (N=71)b2f0f197 2026-08-31T04:00:13.321 ZP = 23.467 ± 0.075 (N=73)b2f0f197 2026-08-31T04:15:00.611 ZP = 23.458 ± 0.069 (N=66)b2f0f197 2026-08-31T04:30:07.429 ZP = 23.480 ± 0.042 (N=65)b2f0f197 2026-08-31T04:45:22.375 ZP = 23.425 ± 0.049 (N=69)b2f0f197 2026-08-31T05:00:15.013 ZP = 23.401 ± 0.109 (N=71)
Each point is one frame's own zero point (error bar = that frame's calibration RMS against Gaia), coloured by Seestar — every epoch is calibrated independently, across nights, units and sites. Drag the slider to set the ZP-uncertainty cut (0.05–0.20 mag, default 0.10): frames above it are shown as faint hollow circles, never dropped. You can also highlight one Seestar, or zoom (scroll) and pan (drag).

2 · Calibration

Each stack is reduced independently, so heterogeneous Seestars self-calibrate:

  1. Source extraction — SEP background subtraction + a chromatic fixed aperture (per-band 90%-enclosed radius) on the R/G/B planes.
  2. Astrometry — the CrowdSky-solved WCS is used directly (re-solving with astrometry.net is available as a fallback).
  3. Zero point — green instrumental mags are fit independently per frame to Gaia DR3 synthetic Johnson V over V∈[10,14]: V = m_inst + ZP + k·(B−R).
  4. Host-galaxy modelling — the SN sits ~28″ from the bright NGC 3310 nucleus; the host flux in the SN aperture is estimated empirically at the SN's galactocentric radius (azimuthally, away from the SN) and subtracted.
  5. Forced photometry — the fixed aperture is measured at the SN's known position, giving the galaxy-corrected V.
Zero-point calibration for the latest epoch — a representative example only. Every epoch is calibrated independently against Gaia; each epoch's own ZP, star count and RMS are in the per-epoch strip above and the credits table.
Zero-point calibration for the latest epoch — a representative example only. Every epoch is calibrated independently against Gaia; each epoch's own ZP, star count and RMS are in the per-epoch strip above and the credits table.
Host-galaxy contamination geometry for the latest epoch.
Host-galaxy contamination geometry for the latest epoch.

Latest epoch (2026-08-31T05:00:15.013, b2f0f197): ZP = 23.401, calibration RMS = 0.109 mag over 71 stars; host contamination ≈ 5% of the aperture flux (raw V 11.75 → corrected V 11.80).

3 · Credits — contributing Seestars

Contributing Seestars (15 units, 581 frames) — click to collapse; click a column header to sort
Seestar serialFramesMedian ZPMedian N_calFirst contribution (UTC)Last contribution (UTC)
2330f540521.4481812026-07-27T04:29:432026-07-27T05:15:08
5345207e1523.604702026-07-12T03:15:262026-07-15T04:30:17
5bc2d5133222.5871792026-07-13T05:19:292026-08-01T05:45:19
77326da03923.496682026-07-09T21:26:422026-07-22T20:45:15
8a95aa904622.452692026-07-13T20:15:232026-08-10T21:45:07
955f8f856723.213642026-07-10T02:39:532026-08-09T03:30:11
97783b615122.348712026-07-12T20:00:052026-07-17T21:10:07
98ac1c1711523.335702026-07-10T22:29:482026-07-29T21:14:42
S30 Pro_28824a171822.4644542026-07-11T21:44:182026-07-14T00:00:01
S30 Pro_7b8b004a1323.0944532026-07-11T23:25:142026-07-12T02:15:05
S30 Pro_ce545589922.2994452026-07-22T19:59:452026-07-22T20:45:02
a34979362722.555722026-07-09T23:11:012026-07-30T21:14:52
afd850162023.668662026-07-10T20:03:092026-07-12T22:45:05
b2f0f19710423.428692026-07-13T04:50:592026-08-31T05:00:15
d9ed61a42023.286672026-07-12T03:27:522026-08-04T02:15:43

Generated 2026-09-11 22:14 UTC · CrowdSci