2020AJ....160...37M

Query : 2020AJ....160...37M

2020AJ....160...37M - Astron. J., 160, 37-37 (2020/July-0)

Effective opacity of the intergalactic medium from galaxy spectra analysis.

MONZON J.S., PROCHASKA J.X., LEE K.-G. and CHISHOLM J.

Abstract (from CDS):

We measure the effective opacity (τeff) of the intergalactic medium from the composite spectra of 281 Lyman-break galaxies in the redshift range 2 <= z <= 3. Our spectra are taken from the COSMOS Lyα Mapping And Tomographic Observations survey derived from the Low Resolution Imaging Spectrometer on the W.M. Keck I telescope. We generate composite spectra in two redshift intervals and fit them with spectral energy distribution (SED) models composed of simple stellar populations. Extrapolating these SED models into the Lyα forest, we measure the effective Lyα opacity (τeff) in the 2.02 <= z <= 2.44 range. At z = 2.22, we estimate τeff=0.159±0.001 from a power-law fit to the data. These measurements are consistent with estimates from quasar analyses at z < 2.5 indicating that the systematic errors associated with normalizing quasar continua are not substantial. We provide a Gaussian processes model of our results and previous τeff measurements that describes the steep redshift evolution in τeff from z = 1.5-4.

Abstract Copyright: © 2020. The American Astronomical Society. All rights reserved.

Journal keyword(s): Intergalactic medium - Intergalactic gas - Lyman-break galaxies

VizieR on-line data: <Available at CDS (J/AJ/160/37): tablea1.dat tablea2.dat>

Simbad objects: 193

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Number of rows : 193
N Identifier Otype ICRS (J2000)
RA 		ICRS (J2000)
DEC 		Mag U Mag B Mag V Mag R Mag I Sp type #ref
1850 - 2026 		#notes
1 LEDA 3531560 H2G 09 42 52.7793523872 +35 47 25.800078660           ~ 26 0
2 COSMOS2015 651696 EmG 09 59 44.63 +02 17 24.5 24.78 24.33 23.95 23.87 23.93 ~ 5 0
3 COSMOS2015 662676 EmG 09 59 45.78 +02 18 23.1 25.21 24.68 24.04 23.96 23.83 ~ 5 0
4 COSMOS2015 703650 EmG 09 59 46.11 +02 21 57.4 24.91 24.45 23.91 23.82 23.63 ~ 5 0
5 COSMOS2015 757717 EmG 09 59 50.10 +02 27 00.8           ~ 2 0
6 COSMOS2015 663669 AGN 09 59 50.23 +02 18 27.4 24.91 24.16 23.71 23.69 23.59 ~ 14 0
7 COSMOS2015 682258 EmG 09 59 50.25 +02 20 07.8 25.31 25.10 24.65 24.62 24.58 ~ 3 0
8 COSMOS2015 760296 EmG 09 59 50.36 +02 27 12.8 25.42 24.99 24.44 24.49 24.30 ~ 5 0
9 COSMOS2015 563386 EmG 09 59 50.48 +02 09 28.2 25.28 24.86 24.73 24.59 24.52 ~ 5 0
10 COSMOS2015 748106 EmG 09 59 52.82 +02 26 05.7 25.71 25.12 24.57 24.53 24.31 ~ 5 0
11 COSMOS2015 568860 EmG 09 59 55.89 +02 09 56.6 24.77 24.35 23.89 23.71 23.57 ~ 5 0
12 [IML2013] 149.98646+02.37881 EmG 09 59 56.75 +02 22 43.7 25.81 24.91 24.98 24.88 24.91 ~ 4 0
13 COSMOS2015 597036 EmG 09 59 57.20 +02 12 25.4 25.30 24.48 23.70 23.55 23.42 ~ 6 0
14 COSMOS2015 700137 EmG 09 59 58.47 +02 21 39.0 24.14 23.73 23.35 23.33 23.23 ~ 5 0
15 COSMOS2015 599917 EmG 09 59 58.76 +02 12 44.4 25.16 24.71 24.13 24.05 23.98 ~ 6 0
16 COSMOS2015 618850 EmG 09 59 58.81 +02 14 23.2 25.12 24.47 23.92 23.82 23.66 ~ 7 0
17 COSMOS2015 617368 EmG 09 59 58.84 +02 14 14.4 25.74 25.09 24.44 24.21 24.14 ~ 5 0
18 COSMOS2015 683125 EmG 09 59 59.87 +02 20 10.8           ~ 2 0
19 COSMOS2015 741567 EmG 10 00 00.00 +02 25 29.6 25.37 25.00 24.61 24.59 24.42 ~ 5 0
20 COSMOS 1258808 EmG 10 00 00.11 +02 22 20.7           ~ 2 0
21 COSMOS2015 619593 EmG 10 00 00.71 +02 14 29.2 24.57 24.35 23.99 24.00 23.98 ~ 6 0
22 COSMOS2015 623354 EmG 10 00 01.85 +02 14 48.0 25.00 24.67 24.23 24.33 24.15 ~ 4 0
23 COSMOS2015 673570 EmG 10 00 02.84 +02 19 22.8 25.88 25.13 24.53 24.34 24.26 ~ 5 0
24 COSMOS2015 571037 EmG 10 00 03.26 +02 10 07.6 24.98 24.40 24.04 24.04 23.84 ~ 6 0
25 COSMOS2015 768944 EmG 10 00 03.28 +02 28 00.3 24.84 24.46 24.05 23.94 23.79 ~ 5 0
26 COSMOS2015 632339 AGN 10 00 04.369 +02 15 34.00 24.054 23.3421 22.8395 22.74 22.47 ~ 20 0
27 COSMOS2015 665290 EmG 10 00 04.73 +02 18 39.1   24.373 24.268     ~ 1 0
28 COSMOS2015 638957 EmG 10 00 04.77 +02 16 11.2 25.39 24.73 24.05 24.00 23.80 ~ 4 0
29 COSMOS2015 695834 QSO 10 00 04.82 +02 21 13.1   22.3048 21.7142   21.568 ~ 17 0
30 COSMOS2015 599918 EmG 10 00 05.06 +02 12 45.2 25.43 24.82 24.15 24.07 23.89 ~ 6 0
31 COSMOS2015 555391 EmG 10 00 05.46 +02 08 45.4 25.48 24.75 24.09 24.07 23.89 ~ 6 0
32 COSMOS2015 669934 EmG 10 00 05.55 +02 19 04.4 25.78 25.20 24.71 24.67 24.63 ~ 6 0
33 COSMOS2015 710680 EmG 10 00 05.58 +02 22 37.9   24.244 24.097     ~ 4 0
34 COSMOS2015 627902 EmG 10 00 07.01 +02 15 11.6 24.83 24.39 23.79 23.73 23.61 ~ 6 0
35 [LKW2018] 966 EmG 10 00 08.05 +02 14 07.8           ~ 1 0
36 COSMOS2015 651917 EmG 10 00 08.57 +02 17 22.6 24.90 24.45 23.85 23.78 23.63 ~ 7 0
37 COSMOS2015 708710 EmG 10 00 08.71 +02 22 24.9   24.849       ~ 6 0
38 COSMOS2015 670810 EmG 10 00 10.33 +02 19 00.8 25.25 24.87 24.65 24.49 24.30 ~ 5 0
39 ACS-GC 20094946 QSO 10 00 11.041 +02 12 04.05         22.37 ~ 33 0
40 COSMOS2015 626414 EmG 10 00 11.21 +02 15 03.6 24.47 24.11 23.81 23.88 23.79 ~ 7 0
41 COSMOS 1669681 EmG 10 00 12.76 +02 09 04.7           ~ 2 0
42 COSMOS2015 581570 EmG 10 00 12.92 +02 11 06.1   24.848 24.762     ~ 4 0
43 [ICS2009] 1487179 EmG 10 00 13.69 +02 28 56.3           ~ 2 0
44 COSMOS 1651595 EmG 10 00 14.17 +02 14 26.1 24.21 24.26 24.11 24.13 24.13 ~ 17 0
45 CANDELS COSMOS F160W J100014.46+022315.6 EmG 10 00 14.46 +02 23 15.7   25.148       ~ 6 0
46 CANDELS COSMOS F160W J100014.78+021659.3 EmG 10 00 14.79126 +02 16 59.3072   24.241 24.162     ~ 7 0
47 CANDELS COSMOS F160W J100015.25+022537.0 EmG 10 00 15.26 +02 25 37.1 24.98 24.64 24.26 24.35 24.32 ~ 5 0
48 [LKW2018] 1265 EmG 10 00 15.49 +02 19 44.5           ~ 1 0
49 COSMOS 1631921 EmG 10 00 16.30 +02 09 29.5 25.65 24.94 24.62 24.62 24.39 ~ 5 0
50 CANDELS COSMOS F160W J100016.47+021120.3 EmG 10 00 16.474 +02 11 20.31           ~ 2 0
51 COSMOS2015 759655 EmG 10 00 16.74 +02 27 09.1 25.12 24.71 24.39 24.49 24.37 ~ 8 0
52 CANDELS COSMOS F160W J100017.62+021359.9 EmG 10 00 17.63 +02 14 00.0   24.918 24.664     ~ 6 0
53 CANDELS COSMOS F160W J100018.18+022250.3 EmG 10 00 18.17 +02 22 50.4 24.64 24.07 23.48 23.43 23.33 ~ 16 0
54 COSMOS2015 574165 EmG 10 00 18.42 +02 10 24.6 24.50 23.97 23.55 23.56 23.42 ~ 5 0
55 CANDELS COSMOS F160W J100019.05+022026.0 EmG 10 00 19.05 +02 20 26.2 25.39 24.72 23.94 23.77 23.48 ~ 10 0
56 CANDELS COSMOS F160W J100019.15+021824.5 EmG 10 00 19.15 +02 18 24.7 25.34 24.78 24.15 24.07 23.94 ~ 10 0
57 CANDELS COSMOS F160W J100019.35+021434.2 EmG 10 00 19.35 +02 14 34.3 25.52 24.86 24.29 24.20 23.99 ~ 10 0
58 COSMOS2015 568315 EmG 10 00 19.84 +02 09 53.6 25.00 24.46 24.03 23.96 23.80 ~ 5 0
59 CANDELS COSMOS F160W J100021.03+022339.6 EmG 10 00 21.0315 +02 23 39.562           ~ 6 0
60 CANDELS COSMOS F160W J100021.22+021454.5 EmG 10 00 21.23 +02 14 54.5 24.57 24.46 24.14 24.24 24.19 ~ 10 0
61 CANDELS COSMOS F160W J100022.42+021625.3 EmG 10 00 22.42 +02 16 25.3 25.48 24.85 24.22 24.19 24.09 ~ 9 0
62 COSMOS 1986593 EmG 10 00 22.60 +02 20 54.7 24.47 24.01 23.60 23.52 23.40 ~ 9 0
63 CANDELS COSMOS F160W J100022.68+022129.7 EmG 10 00 22.70 +02 21 29.8 24.64 24.14 23.60 23.62 23.50 ~ 9 0
64 CANDELS COSMOS F160W J100023.04+022942.3 EmG 10 00 23.04 +02 29 42.5 25.74 25.16 24.65 24.46 24.30 ~ 7 0
65 COSMOS2015 759051 EmG 10 00 23.326 +02 27 05.90           ~ 3 0
66 COSMOS2015 565813 EmG 10 00 23.72 +02 09 40.9 26.02 25.24 24.68 24.52 24.44 ~ 5 0
67 COSMOS 2354751 EmG 10 00 24.07 +02 27 45.3 24.88 24.41 23.93 23.98 23.97 ~ 11 0
68 CANDELS COSMOS F160W J100024.26+021430.2 EmG 10 00 24.26 +02 14 30.3 25.46 24.96 24.32 24.29 24.26 ~ 10 0
69 CANDELS COSMOS F160W J100024.35+022236.2 EmG 10 00 24.35 +02 22 36.4 25.40 24.78 24.27 24.19 24.16 ~ 13 0
70 CANDELS COSMOS F160W J100024.54+022819.7 EmG 10 00 24.54 +02 28 19.9 25.76 25.05 24.57 24.51 24.26 ~ 7 0
71 CANDELS COSMOS F160W J100024.80+021530.6 EmG 10 00 24.79 +02 15 30.7 25.34 24.68 24.16 24.05 23.94 ~ 11 0
72 COSMOS2015 549160 EmG 10 00 25.09 +02 08 14.6   24.655 24.218     ~ 3 0
73 CANDELS COSMOS F160W J100025.13+021256.6 EmG 10 00 25.14 +02 12 56.7 24.23 23.82 23.58 23.55 23.51 ~ 13 0
74 COSMOS2015 676772 EmG 10 00 27.60864 +02 19 39.2132 24.75 24.47 24.03 24.09 24.10 ~ 5 0
75 CANDELS COSMOS F160W J100028.50+022015.2 EmG 10 00 28.50 +02 20 15.4 25.24 24.60 24.07 23.99 23.89 ~ 9 0
76 NAME COSMOS Field reg 10 00 28.60 +02 12 21.0           ~ 3639 0
77 COSMOS 1623311 EmG 10 00 28.92 +02 11 32.3   24.466 24.826     ~ 4 0
78 COSMOS2015 615566 EmG 10 00 29.06 +02 14 07.5 24.64 24.31 24.17 24.23 24.24 ~ 7 0
79 CANDELS COSMOS F160W J100029.58+021926.7 EmG 10 00 29.58 +02 19 27.0 25.49 24.66 23.90 23.84 23.71 ~ 8 0
80 CANDELS COSMOS F160W J100029.82+022055.9 EmG 10 00 29.82 +02 20 56.0   24.757 24.749     ~ 7 0
81 CANDELS COSMOS F160W J100031.07+021225.9 EmG 10 00 31.07 +02 12 25.9 24.85 24.30 23.76 23.71 23.53 ~ 18 0
82 CANDELS COSMOS F160W J100033.01+022626.4 EmG 10 00 33.01 +02 26 26.4 25.07 24.74 24.31 24.33 24.33 ~ 9 0
83 CANDELS COSMOS F160W J100033.88+021620.4 EmG 10 00 33.88 +02 16 20.4 24.92 24.39 23.71 23.70 23.48 ~ 8 0
84 CANDELS COSMOS F160W J100034.45+021654.4 EmG 10 00 34.44 +02 16 54.4 25.11 24.37 23.80 23.64 23.49 ~ 12 0
85 COSMOS 1617967 EmG 10 00 34.66 +02 13 11.2           ~ 2 0
86 COSMOS2015 705028 EmG 10 00 35.43 +02 22 01.9 24.58 24.14 24.03 23.88 23.91 ~ 10 0
87 COSMOS2015 716799 EmG 10 00 35.72 +02 23 02.1 24.20 23.73 23.30 23.22 23.10 ~ 7 0
88 CANDELS COSMOS F160W J100035.75+022917.8 EmG 10 00 35.76 +02 29 17.8 24.96 24.82 24.79 24.84 25.01 ~ 5 0
89 COSMOS2015 658837 EmG 10 00 37.65 +02 18 03.0 25.39 24.94 24.51 24.58 24.52 ~ 6 0
90 COSMOS 1972427 EmG 10 00 37.855 +02 24 31.97 24.15 23.67 23.06 23.03 22.80 ~ 8 0
91 CANDELS COSMOS F160W J100038.35+022216.2 EmG 10 00 38.34 +02 22 16.4 25.21 24.65 24.07 23.96 23.89 ~ 11 0
92 CANDELS COSMOS F160W J100038.42+022116.7 EmG 10 00 38.40 +02 21 17.2 25.22 24.85 24.41 24.37 24.37 ~ 6 0
93 CANDELS COSMOS F160W J100038.64+021633.2 EmG 10 00 38.64 +02 16 33.2 25.04 24.69 24.31 24.41 24.28 ~ 10 0
94 CANDELS COSMOS F160W J100039.62+021338.8 EmG 10 00 39.62 +02 13 38.9 24.45 24.12 23.94 24.09 23.93 ~ 12 0
95 CANDELS COSMOS F160W J100039.67+022520.9 EmG 10 00 39.67 +02 25 21.1 24.63 24.30 24.08 24.16 24.14 ~ 7 0
96 CANDELS COSMOS F160W J100040.58+021418.2 EmG 10 00 40.59 +02 14 18.2 24.98 24.43 23.90 23.79 23.51 ~ 19 0
97 CANDELS COSMOS F160W J100041.54+021931.3 EmG 10 00 41.54 +02 19 31.5 24.92 24.48 23.97 23.91 23.86 ~ 9 0
98 CANDELS COSMOS F160W J100045.02+021235.1 EmG 10 00 45.02 +02 12 35.2 24.80 24.44 23.87 23.75 23.62 ~ 8 0
99 COSMOS 2349429 EmG 10 00 47.45 +02 29 08.8 25.60 25.13 24.58 24.71 24.21 ~ 7 0
100 [LKW2018] 873 EmG 10 00 47.66 +02 14 47.1           ~ 1 0
101 CANDELS COSMOS F160W J100047.95+021855.6 EmG 10 00 47.95 +02 18 55.8 25.25 24.57 24.08 23.95 23.79 ~ 9 0
102 COSMOS2015 573292 EmG 10 00 49.07 +02 10 15.7 25.01 24.31 23.81 23.75 23.61 ~ 5 0
103 COSMOS2015 761549 EmG 10 00 49.10 +02 27 19.6 25.08 24.81 24.29 24.21 24.14 ~ 5 0
104 COSMOS2015 779099 EmG 10 00 49.61 +02 28 57.7   24.869 24.632     ~ 4 0
105 COSMOS2015 609476 EmG 10 00 50.12 +02 13 32.4 24.66 24.25 23.98 23.99 23.91 ~ 6 0
106 COSMOS2015 674559 EmG 10 00 50.73 +02 19 22.5 25.03 24.49 23.94 23.86 23.74 ~ 8 0
107 COSMOS2015 711427 EmG 10 00 51.98 +02 22 41.9 25.39 24.88 24.33 24.38 24.19 ~ 6 0
108 UVISTADR1 J100052.01+022211.0 EmG 10 00 52.01 +02 22 11.0 26.19 25.75 24.89 24.63 24.37 ~ 5 0
109 COSMOS2015 785149 EmG 10 00 52.31 +02 29 30.5 24.82 24.24 23.75 23.69 23.57 ~ 5 0
110 COSMOS2015 577171 EmG 10 00 52.76 +02 10 38.1 24.55 24.30 23.95 24.03 23.94 ~ 5 0
111 COSMOS2015 706472 EmG 10 00 53.08 +02 22 15.5 25.45 25.14 24.73 24.75 24.78 ~ 4 0
112 COSMOS2015 700854 EmG 10 00 53.24 +02 21 45.0 25.81 25.08 24.53 24.39 24.29 ~ 5 0
113 COSMOS2015 663725 EmG 10 00 53.63 +02 18 25.9 24.84 24.20 23.58 23.43 23.23 ~ 7 0
114 COSMOS2015 696928 EmG 10 00 54.00 +02 21 22.4 25.09 24.55 23.87 23.78 23.62 ~ 7 0
115 COSMOS2015 727125 EmG 10 00 54.00 +02 23 54.5 25.37 24.94 24.76 24.37 24.33 ~ 6 0
116 ACS-GC 20119905 AGN 10 00 54.06 +02 21 04.4 25.31 24.614 24.40 24.42 24.09 ~ 23 0
117 COSMOS2015 616227 EmG 10 00 54.65 +02 14 09.6 25.32 24.79 24.28 24.17 24.01 ~ 5 0
118 COSMOS2015 777127 EmG 10 00 55.07 +02 28 37.8 25.89 25.26 24.35 24.28 23.95 ~ 5 0
119 COSMOS2015 683980 EmG 10 00 55.65 +02 20 13.7           ~ 2 0
120 COSMOS2015 556012 EmG 10 00 55.81 +02 08 47.7 25.53 25.16 24.64 24.57 24.44 ~ 3 0
121 COSMOS2015 680165 EmG 10 00 56.29 +02 19 56.7 24.68 24.38 24.09 24.18 24.23 ~ 6 0
122 COSMOS2015 568912 EmG 10 00 56.58 +02 09 58.0 25.52 25.16 24.72 24.59 24.44 ~ 5 0
123 COSMOS2015 644025 EmG 10 00 58.21 +02 16 40.3 25.26 24.77 24.38 24.36 24.18 ~ 5 0
124 COSMOS2015 698045 EmG 10 00 58.23 +02 21 30.6 25.39 24.88 24.38 24.55 24.36 ~ 5 0
125 COSMOS2015 558420 EmG 10 00 59.44 +02 09 02.4 25.16 24.72 24.33 24.22 24.25 ~ 5 0
126 COSMOS2015 674306 EmG 10 01 00.91 +02 19 27.3 25.13 24.74 24.23 24.20 24.00 ~ 6 0
127 ACS-GC 20116690 AGN 10 01 01.022 +02 19 50.10   22.4274 21.7181   21.72 ~ 26 0
128 COSMOS2015 599576 EmG 10 01 01.36 +02 12 44.1           ~ 2 0
129 COSMOS2015 713947 EmG 10 01 01.48 +02 22 56.0 24.58 24.29 23.88 23.93 23.79 ~ 6 0
130 COSMOS2015 569093 EmG 10 01 03.02 +02 09 57.7 25.18 24.53 24.16 24.13 24.10 ~ 5 0
131 COSMOS2015 656555 EmG 10 01 04.43 +02 17 51.0 25.17 24.72 24.37 24.43 24.33 ~ 5 0
132 COSMOS2015 582237 EmG 10 01 04.95 +02 11 09.9 25.46 25.06 24.34 24.34 24.13 ~ 5 0
133 COSMOS2015 622562 EmG 10 01 05.14 +02 14 41.2 25.14 24.62 24.07 24.00 23.84 ~ 5 0
134 COSMOS2015 595869 EmG 10 01 05.19 +02 12 22.9 25.47 24.85 24.40 24.35 24.20 ~ 5 0
135 SDSS J100105.31+021348.3 QSO 10 01 05.3121211080 +02 13 48.296075376   20.9144 20.4948   20.605 ~ 43 0
136 COSMOS2015 605439 EmG 10 01 06.65 +02 13 12.0 24.91 24.56 23.99 23.95 23.77 ~ 5 0
137 COSMOS2015 641003 EmG 10 01 06.87 +02 16 23.4 25.32 24.77 24.15 24.07 23.98 ~ 5 0
138 COSMOS2015 625112 EmG 10 01 07.41 +02 14 58.3 24.89 24.35 23.84 23.80 23.68 ~ 5 0
139 COSMOS2015 782857 EmG 10 01 07.54 +02 29 18.0     23.952     ~ 4 0
140 COSMOS2015 600481 EmG 10 01 08.32 +02 12 47.4 25.02 24.52 23.98 23.91 23.77 ~ 5 0
141 COSMOS2015 733218 EmG 10 01 08.90 +02 24 42.4 25.18 24.70 24.30 24.38 23.96 ~ 5 0
142 COSMOS2015 740091 EmG 10 01 10.30 +02 25 15.2 24.56 24.12 23.76 23.74 23.57 ~ 5 0
143 COSMOS2015 759312 EmG 10 01 10.36 +02 27 06.2 25.48 24.53 24.15 23.96 23.84 ~ 5 0
144 COSMOS2015 689503 EmG 10 01 11.03 +02 20 43.5 25.26 24.65 24.10 23.99 23.75 ~ 7 0
145 COSMOS2015 669330 EmG 10 01 11.58 +02 18 59.6 25.03 24.69 24.18 24.16 24.03 ~ 5 0
146 COSMOS 1564823 EmG 10 01 12.04 +02 16 26.9   25.387 25.182     ~ 4 0
147 COSMOS2015 684440 EmG 10 01 13.02 +02 20 15.1 24.70 24.28 23.92 23.84 23.72 ~ 5 0
148 COSMOS2015 721471 EmG 10 01 13.37 +02 23 36.6 25.01 24.54 23.97 23.95 23.77 ~ 5 0
149 COSMOS2015 588977 EmG 10 01 13.44 +02 11 44.5 23.98 23.74 23.47 23.48 23.44 ~ 5 0
150 COSMOS2015 735975 EmG 10 01 13.87 +02 25 01.3           ~ 2 0
151 COSMOS2015 723578 EmG 10 01 14.40 +02 23 48.4 24.82 24.40 23.91 23.87 23.70 ~ 5 0
152 COSMOS2015 728075 EmG 10 01 14.57 +02 24 14.0 24.89 24.42 23.84 23.79 23.60 ~ 5 0
153 COSMOS 1563953 EmG 10 01 14.94 +02 16 45.3   24.619 24.133     ~ 4 0
154 COSMOS2015 576712 EmG 10 01 15.05 +02 10 24.3 25.51 24.77 24.08 23.89 23.68 ~ 5 0
155 COSMOS2015 762607 EmG 10 01 15.13 +02 27 25.6 26.53 25.54 24.62 24.40 24.33 ~ 5 0
156 COSMOS2015 785045 EmG 10 01 15.61 +02 29 30.4 25.30 24.67 24.14 24.22 23.99 ~ 5 0
157 COSMOS2015 621532 EmG 10 01 15.84 +02 14 40.5 25.43 24.95 24.50 24.43 24.39 ~ 3 0
158 COSMOS2015 646745 EmG 10 01 16.248 +02 16 50.87 25.26 24.22 24.09     ~ 6 0
159 COSMOS2015 749440 EmG 10 01 16.31 +02 26 13.2 25.33 24.95 24.70 24.65 24.52 ~ 3 0
160 COSMOS2015 566310 EmG 10 01 16.58 +02 09 43.8   24.510 24.253     ~ 2 0
161 COSMOS2015 608930 EmG 10 01 16.59 +02 13 30.1 24.33 23.80 23.53 23.49 23.41 ~ 5 0
162 COSMOS2015 651037 EmG 10 01 17.33 +02 17 01.9 24.96 24.44 24.13 23.83 23.89 ~ 5 0
163 COSMOS2015 753682 EmG 10 01 17.43 +02 26 36.7 24.71 24.31 24.22 24.32 24.40 ~ 3 0
164 COSMOS2015 583728 EmG 10 01 17.60 +02 11 17.1 24.69 24.32 23.97 23.98 23.87 ~ 5 0
165 COSMOS2015 596120 EmG 10 01 17.91 +02 12 25.1   24.723 24.647     ~ 2 0
166 COSMOS2015 745169 EmG 10 01 18.74 +02 25 47.8 24.23 23.78 23.36 23.33 23.23 ~ 6 0
167 COSMOS2015 658654 EmG 10 01 19.00 +02 18 02.3 25.30 24.79 24.52 24.56 24.50 ~ 5 0
168 COSMOS2015 703659 EmG 10 01 20.39 +02 21 59.5 24.89 24.62 24.20 24.21 24.09 ~ 5 0
169 COSMOS2015 774940 EmG 10 01 21.11 +02 28 31.6 24.65 24.12 23.80 23.83 23.69 ~ 6 0
170 COSMOS2015 597071 EmG 10 01 21.61 +02 12 30.3 25.07 24.58 23.98 23.98 23.83 ~ 6 0
171 COSMOS2015 699104 EmG 10 01 21.62 +02 21 34.8 24.72 24.19 23.60 23.59 23.44 ~ 5 0
172 COSMOS2015 721893 EmG 10 01 22.73 +02 23 39.4 24.77 24.31 23.91 23.90 23.76 ~ 5 0
173 COSMOS2015 769406 EmG 10 01 23.61 +02 28 02.0 25.36 24.76 24.31 24.23 24.21 ~ 5 0
174 COSMOS2015 673702 EmG 10 01 23.69 +02 19 16.9 25.04 24.39 23.60 23.48 23.32 ~ 5 0
175 COSMOS2015 753324 EmG 10 01 24.32 +02 26 34.9 24.67 24.38 24.01 24.02 23.94 ~ 5 0
176 COSMOS2015 694682 EmG 10 01 25.04 +02 21 09.8 24.78 24.13 23.60 23.55 23.47 ~ 5 0
177 COSMOS2015 557509 EmG 10 01 25.10 +02 08 56.9 24.69 24.09 23.59 23.53 23.46 ~ 5 0
178 COSMOS2015 766983 EmG 10 01 25.43 +02 27 48.2 25.06 24.43 23.88 23.77 23.62 ~ 5 0
179 COSMOS2015 778897 EmG 10 01 26.11 +02 28 54.4 25.26 24.71 24.13 24.13 24.01 ~ 5 0
180 COSMOS2015 623430 EmG 10 01 26.36 +02 14 48.3 24.59 24.11 23.61 23.63 23.51 ~ 5 0
181 COSMOS2015 568269 EmG 10 01 27.30 +02 09 54.3 25.02 24.68 24.19 24.25 24.17 ~ 3 0
182 COSMOS2015 683008 EmG 10 01 27.38 +02 20 10.4 24.88 24.36 23.81 23.80 23.66 ~ 5 0
183 COSMOS2015 600348 EmG 10 01 28.04 +02 12 46.6           ~ 2 0
184 COSMOS2015 563710 EmG 10 01 28.27 +02 09 30.1 25.30 24.75 24.56 24.42 24.33 ~ 5 0
185 COSMOS2015 662536 EmG 10 01 28.83 +02 18 21.1 25.36 24.71 23.98 23.84 23.71 ~ 5 0
186 COSMOS 1932147 EmG 10 01 29.39 +02 25 11.7 24.46 23.99 23.66 23.65 23.61 ~ 5 0
187 COSMOS2015 572226 EmG 10 01 30.83 +02 10 14.8 25.37 24.91 24.36 24.37 24.14 ~ 5 0
188 COSMOS2015 683913 EmG 10 01 31.05 +02 20 13.8           ~ 4 0
189 COSMOS2015 655919 EmG 10 01 31.14 +02 17 46.5 25.34 24.90 24.18 24.04 23.89 ~ 5 0
190 COSMOS2015 648913 EmG 10 01 31.85 +02 17 09.0 25.39 24.88 24.33 24.68 24.40 ~ 3 0
191 COSMOS2015 606893 EmG 10 01 32.29 +02 13 21.0 24.30 23.75 23.46 23.54 23.52 ~ 5 0
192 COSMOS2015 709193 EmG 10 01 32.81 +02 22 30.1 25.43 24.89 24.62 24.61 24.50 ~ 3 0
193 COSMOS2015 620031 EmG 10 01 33.86 +02 14 25.2 25.23 24.48 23.69 23.58 23.41 ~ 5 0

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