2015A&A...584A.106S


C.D.S. - SIMBAD4 rel 1.7 - 2021.05.09CEST17:57:55

2015A&A...584A.106S - Astronomy and Astrophysics, volume 584A, 106-106 (2015/12-1)

Pan-STARRS1 variability of XMM-COSMOS AGN. I. Impact on photometric redshifts.

SIMM T., SAGLIA R., SALVATO M., BENDER R., BURGETT W.S., CHAMBERS K.C., DRAPER P.W., FLEWELLING H., KAISER N., KUDRITZKI R.-P., MAGNIER E.A., METCALFE N., TONRY J.L., WAINSCOAT R.J. and WATERS C.

Abstract (from CDS):

Upcoming large area sky surveys like Euclid and eROSITA, which are dedicated to studying the role of dark energy in the expansion history of the Universe and the three-dimensional mass distribution of matter, crucially depend on accurate photometric redshifts. The identification of variable sources, such as active galactic nuclei (AGNs), and the achievable redshift accuracy for varying objects are important in view of the science goals of the Euclid and eROSITA missions. We probe AGN optical variability for a large sample of X-ray-selected AGNs in the XMM-COSMOS field, using the multi-epoch light curves provided by the Pan-STARRS1 (PS1) 3π and Medium Deep Field surveys. To quantify variability we employed a simple statistic to estimate the probability of variability and the normalized excess variance to measure the variability amplitude. Utilizing these two variability parameters, we defined a sample of varying AGNs for every PS1 band. We investigated the influence of variability on the calculation of photometric redshifts by applying three different input photometry sets for our fitting procedure. For each of the five PS1 bands gP1, rP1, iP1, zP1, and yP1, we chose either the epochs minimizing the interval in observing time, the median magnitude values, or randomly drawn light curve points to compute the redshift. In addition, we derived photometric redshifts using PS1 photometry extended by GALEX/IRAC bands. We find that the photometry produced by the 3π survey is sufficient to reliably detect variable sources provided that the fractional variability amplitude is at least ∼3%. Considering the photometric redshifts of variable AGNs, we observe that minimizing the time spacing of the chosen points yields superior photometric redshifts in terms of the percentage of outliers (33%) and accuracy (0.07), outperforming the other two approaches. Drawing random points from the light curve gives rise to typically 57% of outliers and an accuracy of ∼0.4. Adding GALEX/IRAC bands for the redshift determination weakens the influence of variability. Although the redshift quality generally improves when adding these bands, we still obtain not less than 26% of outliers and an accuracy of 0.05 at best, therefore variable sources should receive a flag stating that their photometric redshifts may be low quality.

Abstract Copyright:

Journal keyword(s): catalogs - methods: data analysis - techniques: photometric - galaxies: active - galaxies: distances and redshifts - X-rays: galaxies

VizieR on-line data: <Available at CDS (J/A+A/584/A106): agn3pi_g.dat agn3pi_r.dat agn3pi_i.dat agn3pi_z.dat agn3pi_y.dat agnmdf_g.dat agnmdf_r.dat agnmdf_i.dat agnmdf_z.dat agnmdf_y.dat>

Simbad objects: 201

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Number of rows : 201

N Identifier Otype ICRS (J2000)
RA
ICRS (J2000)
DEC
Mag U Mag B Mag V Mag R Mag I Sp type #ref
1850 - 2021
#notes
1 ACS-GC 20189474 AGN 09 57 53.43 +02 41 14.4         23.164 ~ 14 0
2 [VV2006] J095754.7+023832 QSO 09 57 54.7086312941 +02 38 32.784811677   19.558 19.583   19.242 ~ 45 0
3 2XMM J095755.4+022403 QSO 09 57 55.471 +02 24 01.13   21.953 21.649   21.219 ~ 19 0
4 [VV2006] J095759.5+020436 QSO 09 57 59.5061003243 +02 04 35.975356428 19.41 19.12 19.25   18.989 ~ 44 0
5 ACS-GC 20188359 QSO 09 57 59.7233657533 +02 46 57.565642083   19.962 19.989   19.924 ~ 19 0
6 COSMOS 2129825 AGN 09 58 00.41 +02 24 52.5   23.438 23.375   22.439 ~ 15 0
7 ACS-GC 20025880 AGN 09 58 04.62 +01 42 13.8   22.503 22.102   21.351 ~ 11 0
8 3XMM J095807.0+022248 QSO 09 58 06.978 +02 22 48.48   21.468 20.875   21.119 ~ 25 0
9 [VV2006] J095806.9+014202 QSO 09 58 06.998 +01 42 02.78   21.30 21.17   21.562 ~ 16 0
10 COSMOS 1050265 AGN 09 58 08.18 +01 54 23.7   23.150 22.831   22.648 ~ 15 0
11 [VV2006] J095810.9+014005 QSO 09 58 10.8814960686 +01 40 05.187268795   20.27 20.18   20.20 ~ 40 0
12 [VV2006] J095815.3+014738 QSO 09 58 15.289 +01 47 38.46   21.50 21.53   21.983 ~ 19 0
13 COSMOS 2443406 AGN 09 58 18.153 +02 34 32.37   22.324 21.934   21.72 ~ 21 0
14 [VV2006] J095820.4+020304 QSO 09 58 20.452 +02 03 03.96   19.918 20.039 18.8 19.82 ~ 49 0
15 [VV2006] J095820.7+020213 QSO 09 58 20.7864916657 +02 02 13.556942561   21.60 21.54   21.06 ~ 26 0
16 [VV2006] J095821.7+024628 QSO 09 58 21.6547 +02 46 28.153   18.6 19.57 19.0 19.08 ~ 45 0
17 QSO J0958+0145 QSO 09 58 22.1850240842 +01 45 24.170119678 18.39 18.13 17.91   18.126 ~ 68 0
18 2XMM J095824.5+022333 QSO 09 58 24.4918585736 +02 23 33.661175230   21.429 20.973   19.86 ~ 22 0
19 [VV2006] J095829.8+021049 QSO 09 58 29.809 +02 10 50.28   21.056 20.949   20.82 ~ 31 0
20 2XMM J095832.5+023556 AGN 09 58 32.468 +02 35 55.83   23.102 22.697   22.827 ~ 16 0
21 [VV2006] J095834.1+024426 QSO 09 58 34.0496475231 +02 44 27.182368294   19.016 19.142   19.081 ~ 47 0
22 ACS-GC 20132346 AGN 09 58 34.402 +02 20 54.84         22.42 ~ 20 0
23 [VV2006] J095834.8+014502 QSO 09 58 34.7466925384 +01 45 02.336773820   19.688 19.711   19.374 ~ 45 0
24 2XMM J095839.2+020507 QSO 09 58 39.2624756298 +02 05 06.733598000   20.777 20.845   20.62 ~ 31 0
25 [VV2006] J095841.7+015318 QSO 09 58 41.797 +01 53 18.06   20.58 20.41   20.339 ~ 20 0
26 [VV2006] J095842.0+015857 QSO 09 58 42.034 +01 58 57.75   21.62 21.17   21.260 ~ 25 0
27 [VV2006] J095844.9+014309 QSO 09 58 44.9410725905 +01 43 09.002488955   20.77 20.42   20.36 ~ 47 0
28 [VV2006] J095848.9+023441 QSO 09 58 48.8621129836 +02 34 41.129301226   20.73 20.54   20.656 ~ 44 0
29 COSMOS 2451594 AGN 09 58 53.11 +02 32 23.9   22.254 22.203   21.703 ~ 14 0
30 ACS-GC 20126156 AGN 09 58 57.24 +02 26 02.0     22.341   21.959 ~ 17 0
31 [VV2006] J095857.3+021314 QSO 09 58 57.348 +02 13 14.53 21.21 20.68 20.27   19.94 ~ 60 0
32 [VV2006] J095858.7+020138 QSO 09 58 58.6827055441 +02 01 39.055162356   19.21 19.09   18.713 ~ 57 0
33 ACS-GC 20071242 AGN 09 59 00.87 +02 07 32.3   22.828 22.737   22.311 ~ 16 0
34 3XMM J095902.7+021906 QSO 09 59 02.7606929940 +02 19 06.380394620   19.792 19.450 19.10 18.92 ~ 56 0
35 [VV2006] J095903.2+022002 QSO 09 59 03.2398 +02 20 02.676   21.17 20.84   21.11 ~ 31 0
36 [VV2006] J095908.3+024309 QSO 09 59 08.3184 +02 43 09.639   19.28 18.94   18.975 ~ 48 0
37 ACS-GC 20155847 AGN 09 59 08.55 +02 33 17.2   23.428 23.397   22.639 ~ 23 0
38 ACS-GC 20155800 AGN 09 59 11.08 +02 33 50.8   21.261 21.302   20.834 ~ 14 0
39 ACS-GC 20156200 AGN 09 59 11.11 +02 33 33.9   22.799 22.988   22.636 ~ 21 0
40 2XMM J095913.9+023844 AGN 09 59 13.906 +02 38 44.47   21.722 21.993   21.89 ~ 23 0
41 [VV2006] J095917.2+015019 QSO 09 59 17.2546 +01 50 19.284   21.39 21.02   20.88 ~ 29 0
42 ACS-GC 20097001 AGN 09 59 17.66 +02 13 41.9   22.643 22.538   22.208 ~ 18 0
43 [VV2006] J095918.7+020951 QSO 09 59 18.7048456657 +02 09 51.490284148 20.57 20.30 19.93   19.451 ~ 56 0
44 ACS-GC 20126073 AGN 09 59 19.88 +02 23 05.0   22.976 22.958   22.500 ~ 19 0
45 3XMM J095923.5+022227 QSO 09 59 23.5538360808 +02 22 27.280286798   21.065 21.059   20.87 ~ 30 0
46 [VV2006] J095924.5+015953 QSO 09 59 24.4679965244 +01 59 54.307209816   18.568 18.599   18.53 ~ 56 0
47 [VV2006] J095928.3+021950 QSO 09 59 28.3316960714 +02 19 50.488988515 21.22 20.86 21.07   20.777 ~ 40 0
48 2XMM J095928.5+015936 AGN 09 59 28.452 +01 59 34.67   21.71 21.40   21.69 ~ 29 0
49 COSMOS2015 656621 QSO 09 59 28.726 +02 17 38.36   23.977 22.727   22.02 ~ 29 0
50 [VV2006] J095929.2+022033 QSO 09 59 29.24 +02 20 34.4   21.899 22.038   21.86 ~ 31 0
51 3XMM J095930.2+024125 QSO 09 59 30.204 +02 41 24.83   21.485 21.524   21.060 ~ 24 0
52 COSMOS2015 491819 AGN 09 59 34.823 +02 02 49.87   22.472 22.571   22.15 ~ 26 0
53 [VV2006] J095934.8+021422 QSO 09 59 34.8953975425 +02 14 22.114996800   20.757 20.934   20.85 ~ 29 0
54 2XMM J095935.5+020537 QSO 09 59 35.501 +02 05 38.20   22.076 22.407   21.73 ~ 29 0
55 3XMM J095938.2+020449 QSO 09 59 38.2905351675 +02 04 50.061351797   21.180 20.825   20.13 ~ 33 0
56 2XMM J095938.9+021201 Sy1 09 59 38.9856822013 +02 12 01.159475476 21.48 20.80 20.93   20.43 ~ 37 0
57 [VV2006] J095940.0+022306 QSO 09 59 40.0609731052 +02 23 06.672295405   20.448 20.353   20.162 ~ 39 0
58 [VV2006] J095940.7+021938 QSO 09 59 40.743 +02 19 38.85 21.30 20.81 20.69   20.15 ~ 39 0
59 ACS-GC 20069978 AGN 09 59 41.41 +01 58 45.3   22.419 22.293   22.459 ~ 20 0
60 [VV2006] J095942.1+024103 QSO 09 59 42.084 +02 41 03.14 21.01 20.69 20.58   20.311 ~ 34 0
61 [ICS2009] 1918676 QSO 09 59 44.14 +02 50 37.7 21.62 21.43 21.41   21.118 ~ 15 0
62 ACS-GC 20122162 AGN 09 59 44.61 +02 26 26.1   22.547 22.196   21.540 ~ 23 0
63 2XMM J095944.7+024049 AGN 09 59 44.79 +02 40 48.9   22.483 22.332   21.703 ~ 17 0
64 [VV2006] J095946.0+024743 QSO 09 59 46.0168684955 +02 47 43.606219766 19.05 18.87 18.78 18.4 18.933 ~ 50 0
65 2XMM J095949.3+023008 AGN 09 59 49.347 +02 30 07.28 23.596 23.30 22.70 22.33 21.891 ~ 27 0
66 [VV2006] J095949.4+020140 QSO 09 59 49.4030270779 +02 01 40.959378256   19.84 19.67   19.00 ~ 61 0
67 2XMM J095949.8+020012 QSO 09 59 49.848 +02 00 11.08   21.300 21.227   21.03 ~ 29 0
68 ACS-GC 20040408 AGN 09 59 57.30 +01 55 56.7   22.455 22.460   22.44 ~ 26 0
69 [VV2006] J095957.9+014327 QSO 09 59 57.9804326624 +01 43 27.406320212   20.291 20.317   19.989 ~ 51 0
70 [VV2006] J095958.6+021805 QSO 09 59 58.5341509988 +02 18 05.161085033   20.537 20.578   20.12 ~ 33 0
71 COSMOS2015 486220 QSO 10 00 01.058 +02 02 19.96   23.113 22.149   21.78 ~ 27 0
72 2XMM J100006.8+021235 AGN 10 00 06.847 +02 12 35.66   22.433 22.111   21.612 ~ 23 0
73 2XMM J100010.0+024741 AGN 10 00 09.966 +02 47 41.74   21.423 21.337   21.326 ~ 14 0
74 ACS-GC 20094946 QSO 10 00 11.041 +02 12 04.05         22.37 ~ 26 0
75 3XMM J100012.4+014057 QSO 10 00 12.4398954961 +01 40 57.907177405   20.484 20.436   20.02 ~ 27 0
76 [VV2006] J100012.9+023523 QSO 10 00 12.9094437876 +02 35 22.829566330   19.0 19.24 18.5 18.89 ~ 64 0
77 [VV2006] J100014.0+020054 QSO 10 00 14.1392836785 +02 00 54.469900737   19.90 19.77   19.77 ~ 53 0
78 ACS-GC 20090743 QSO 10 00 20.250 +02 17 25.86   23.332 23.088   22.49 ~ 30 0
79 [VV2006] J100024.4+015053 QSO 10 00 24.3913054986 +01 50 53.962422121   20.62 20.26   19.428 ~ 49 0
80 [VV2006] J100024.5+020619 QSO 10 00 24.4793349996 +02 06 19.676866182   19.43 19.42   19.89 ~ 44 0
81 [VV2006] J100024.6+023148 QSO 10 00 24.6424077979 +02 31 49.092194235 19.22 18.80 18.87 18.89 18.93 ~ 58 0
82 3XMM J100024.9+023956 QSO 10 00 24.885 +02 39 56.59   20.994 21.284   21.21 ~ 29 0
83 [VV2006] J100025.1+024128 QSO 10 00 25.071 +02 41 28.46   21.265 21.314   21.08 ~ 25 0
84 [VV2006] J100025.2+015851 QSO 10 00 25.2481847202 +01 58 52.080899986   18.71 18.62   18.81 ~ 68 0
85 2XMM J100025.3+020734 AGN 10 00 25.328 +02 07 34.70   22.258 21.957   21.73 ~ 23 0
86 NAME COSMOS Field reg 10 00 28.60 +02 12 21.0           ~ 2272 0
87 3XMM J100028.6+025112 QSO 10 00 28.634 +02 51 12.64   21.645 20.951     ~ 26 0
88 2XMM J100030.0+025142 QSO 10 00 30.018 +02 51 42.26   20.124 20.173   19.626 ~ 20 0
89 [VV2006] J100030.5+023735 QSO 10 00 30.466 +02 37 35.55   21.90 21.81   22.737 ~ 22 0
90 [VV2006] J100031.6+014757 QSO 10 00 31.619 +01 47 57.77   20.68 20.56   20.90 ~ 33 0
91 [VV2006] J100033.4+015237 QSO 10 00 33.390 +01 52 37.05   20.955 20.678   20.392 ~ 34 0
92 [VV2006] J100038.0+020822 QSO 10 00 38.0147122630 +02 08 22.396690298   20.698 20.617   20.45 ~ 52 0
93 2XMM J100037.7+024934 AGN 10 00 38.150 +02 49 30.50   21.601 21.659   20.72 ~ 20 0
94 2XMM J100038.8+015241 AGN 10 00 38.827 +01 52 40.00   22.796 22.823   22.41 ~ 26 0
95 ACS-GC 20146829 AGN 10 00 39.313 +02 35 51.58 22.925 22.60 22.36 22.17 21.822 ~ 23 0
96 [TST2007] COSMOS 2718 AGN 10 00 40.08 +02 46 08.1   22.695 22.586   22.074 ~ 18 0
97 [VV2006] J100043.6+014008 QSO 10 00 43.6429530736 +01 40 09.192590570   20.36 20.27   19.944 ~ 25 0
98 [VV2006] J100046.8+020015 QSO 10 00 46.9332 +02 00 16.016 20.55 20.29 20.32   20.13 ~ 43 0
99 [VV2006] J100047.8+020756 QSO 10 00 47.7532298204 +02 07 57.002954555   19.50 19.30   19.49 ~ 41 0
100 3XMM J100049.9+020459 QSO 10 00 49.9121408251 +02 05 00.006035208   20.408 20.101   19.241 ~ 37 0
101 2XMM J100049.9+015230 QSO 10 00 49.9709160546 +01 52 31.182438884   20.991 20.816   20.579 ~ 28 0
102 3XMM J100050.1+022855 QSO 10 00 50.1202215595 +02 28 54.860230959   21.088 20.276   20.08 ~ 35 0
103 3XMM J100050.2+022618 QSO 10 00 50.154 +02 26 18.46   22.599 21.835   21.18 ~ 33 0
104 COSMOS2015 720608 QSO 10 00 50.580 +02 23 29.30   23.286 22.772   22.986 ~ 30 0
105 [VV2006] J100051.5+021215 QSO 10 00 51.517 +02 12 15.30   21.10 20.99   20.99 ~ 32 0
106 [VV2006] J100051.9+015919 QSO 10 00 51.927 +01 59 19.28   21.91 21.72   21.416 ~ 24 0
107 [VV2006] J100055.4+023441 QSO 10 00 55.3884 +02 34 41.314 20.85 20.25 20.37   20.05 ~ 55 0
108 2XMM J100056.6+021720 AGN 10 00 56.689 +02 17 20.94   21.396 21.522   21.48 ~ 27 0
109 [VV2006] J100058.3+015208 QSO 10 00 58.335 +01 52 08.57   20.963 21.084   20.891 ~ 28 0
110 [VV2006] J100058.8+015400 QSO 10 00 58.841 +01 54 00.22   20.242 20.432   20.008 ~ 55 0
111 [VV2006] J100100.3+024413 QSO 10 01 00.3157170799 +02 44 13.773726872   21.29 21.03   20.85 ~ 22 0
112 ACS-GC 20145910 QSO 10 01 00.65 +02 29 11.1   20.936 20.985   20.96 ~ 26 0
113 ACS-GC 20116690 AGN 10 01 01.022 +02 19 50.10   22.298 21.963   21.72 ~ 20 0
114 COSMOS2015 808811 AGN 10 01 06.30 +02 31 34.9         22.357 ~ 18 0
115 2XMM J100108.5+020053 QSO 10 01 08.547 +02 00 52.43   21.224 21.157   20.95 ~ 29 0
116 3XMM J100110.2+023242 QSO 10 01 10.199 +02 32 42.23   21.436 21.304   21.74 ~ 27 0
117 COSMOS2015 558647 QSO 10 01 11.345 +02 08 55.72   22.159 21.175   20.50 ~ 36 0
118 [VV2006] J100111.9+023024 QSO 10 01 11.9247 +02 30 24.417   21.69 21.43   21.02 ~ 33 0
119 [VV2006] J100112.6+020939 QSO 10 01 12.6206737548 +02 09 39.830914108   20.331 20.409   20.199 ~ 28 0
120 2XMM J100113.8+014000 QSO 10 01 13.837 +01 40 00.67   20.619 20.775   20.767 ~ 19 0
121 2XMM J100114.1+015444 AGN 10 01 14.14 +01 54 44.2   24.276 24.181   23.288 ~ 19 0
122 [VV2006] J100114.3+022356 QSO 10 01 14.2962410621 +02 23 56.872378515 19.71 19.44 19.46   19.165 ~ 59 0
123 2XMM J100114.8+015841 AGN 10 01 14.832 +01 58 40.40   22.340 22.267   22.27 ~ 23 0
124 [VV2006] J100116.7+014053 QSO 10 01 16.7859559645 +01 40 53.569865510   19.594 19.708   19.615 ~ 52 0
125 2XMM J100116.9+013804 AGN 10 01 16.946 +01 38 04.04   21.485 21.434   20.842 ~ 17 0
126 2XMM J100118.7+020729 AGN 10 01 18.777 +02 07 29.70         22.30 ~ 28 0
127 [VV2006] J100120.2+020341 QSO 10 01 20.2482632433 +02 03 41.220323278   20.75 20.46   20.41 ~ 28 0
128 [VV2006] J100120.2+023341 QSO 10 01 20.264 +02 33 41.31   20.46 20.31   20.08 ~ 54 0
129 ACS-GC 20033709 AGN 10 01 24.74 +01 57 38.8   22.299 22.080   21.766 ~ 21 0
130 [VV2006] J100130.3+014304 QSO 10 01 30.3716 +01 43 04.418   20.69 20.36   20.138 ~ 47 0
131 COSMOS 2642587 QSO 10 01 31.67 +02 45 30.3   21.702 21.690   21.141 ~ 12 0
132 COSMOS 2651359 AGN 10 01 31.88 +02 43 25.2   22.367 22.734   22.176 ~ 18 0
133 ACS-GC 20008485 AGN 10 01 35.22 +01 44 08.5   23.290 23.216   22.851 ~ 17 0
134 [VV2006] J100136.5+025304 QSO 10 01 36.5012546362 +02 53 03.577362788   19.78 19.61     ~ 38 0
135 ACS-GC 20083084 AGN 10 01 37.21 +02 16 12.5   22.299 21.575   20.537 ~ 17 0
136 3XMM J100140.9+015643 QSO 10 01 40.9573092275 +01 56 43.022655271   19.316 19.162   18.640 ~ 34 0
137 COSMOS2015 353591 QSO 10 01 43.04 +01 49 32.1   21.837 22.008   21.679 ~ 20 0
138 2XMM J100143.4+015606 QSO 10 01 43.443 +01 56 06.85   21.454 21.408   20.969 ~ 26 0
139 [VV2006] J100145.1+022456 QSO 10 01 45.156 +02 24 57.00   20.58 20.40   20.440 ~ 46 0
140 2XMM J100146.4+020256 Sy1 10 01 46.4840070809 +02 02 56.711223955   20.288 20.357 20.19 20.14 ~ 31 0
141 ACS-GC 20057253 AGN 10 01 47.051 +02 02 36.56   21.953 21.542   21.14 ~ 22 0
142 [VV2006] J100147.9+021446 QSO 10 01 47.897 +02 14 47.16   20.70 20.48   20.485 ~ 28 0
143 [VV2006] J100148.5+020841 QSO 10 01 48.4611 +02 08 41.257   21.23 20.82   20.61 ~ 31 0
144 ACS-GC 20141779 AGN 10 01 48.86 +02 31 40.5   21.740 21.746   21.386 ~ 17 0
145 ACS-GC 20057099 QSO 10 01 49.82 +02 03 44.7   22.348 22.026   21.405 ~ 19 0
146 [VV2006] J100151.1+020032 QSO 10 01 51.1117489242 +02 00 32.439852761   20.36 20.05   20.015 ~ 38 0
147 [ICS2009] 946283 AGN 10 01 55.609 +02 16 23.44   20.841 20.719   20.78 ~ 16 0
148 ACS-GC 20084352 AGN 10 01 56.25 +02 09 43.3   22.355 22.692   22.126 ~ 27 0
149 2XMM J100156.3+014811 AGN 10 01 56.438 +01 48 10.98   23.063 22.589   21.773 ~ 18 0
150 3XMM J100157.7+024631 QSO 10 01 57.7785328436 +02 46 31.655965256   20.579 20.455   19.938 ~ 27 0
151 [VV2006] J100159.7+022641 QSO 10 01 59.7835338849 +02 26 41.699300240   19.91 19.78   19.29 ~ 38 0
152 ACS-GC 20169886 AGN 10 02 01.31 +02 40 29.7   23.354 23.192   23.078 ~ 16 0
153 [VV2006] J100201.5+020329 QSO 10 02 01.5107968548 +02 03 29.492362853   18.9 19.30 18.8 18.28 ~ 53 0
154 [VV2006] J100202.8+022434 QSO 10 02 02.777 +02 24 34.63   20.58 20.33 20.11 20.33 ~ 50 0
155 2XMM J100206.2+021442 AGN 10 02 06.285 +02 14 41.86   21.847 21.741   21.231 ~ 24 0
156 ACS-GC 20084152 AGN 10 02 07.65 +02 11 20.1   22.150 21.867   21.447 ~ 22 0
157 2XMM J100208.5+014553 AGN 10 02 08.546 +01 45 53.58   21.505 21.529   21.166 ~ 22 0
158 COSMOS 829965 AGN 10 02 08.811 +01 50 58.43         21.71 ~ 16 0
159 ACS-GC 20141158 AGN 10 02 09.441 +02 32 31.31   22.756 23.014   22.47 ~ 13 0
160 [VV2006] J100210.7+023025 QSO 10 02 10.7193359534 +02 30 26.188915281   19.887 19.673 19.0 19.393 ~ 49 0
161 ACS-GC 20139017 AGN 10 02 13.41 +02 33 51.7   23.251 22.667   21.977 ~ 18 0
162 2XMM J100214.1+020621 AGN 10 02 14.155 +02 06 20.55   22.599 22.256   22.244 ~ 21 0
163 ACS-GC 20137732 AGN 10 02 16.15 +02 30 12.8 23.41 22.540 21.81   20.971 ~ 18 0
164 [VV2006] J100217.4+022959 QSO 10 02 17.4171762697 +02 29 59.751547782   20.84 20.48   20.68 ~ 28 0
165 2XMM J100217.8+015835 AGN 10 02 17.973 +01 58 36.18   22.146 22.187   21.444 ~ 20 0
166 [VV2006] J100219.4+025049 QSO 10 02 19.4208468087 +02 50 49.565565333   20.71 20.47   20.148 ~ 17 0
167 [VV2006] J100219.5+021315 QSO 10 02 19.474 +02 13 15.96   22.47 22.16   22.156 ~ 26 0
168 ACS-GC 20079962 AGN 10 02 19.647 +02 17 15.71   22.756 22.273   21.29 ~ 30 0
169 2XMM J100222.9+020639 AGN 10 02 22.988 +02 06 39.87   22.502 22.031   21.181 ~ 19 0
170 2XMM J100223.0+014714 AGN 10 02 23.047 +01 47 14.85   22.03 21.31   21.39 ~ 27 0
171 COSMOS 1857691 QSO 10 02 23.93 +02 23 53.6   21.060 21.168   20.714 ~ 18 0
172 3XMM J100226.1+024611 QSO 10 02 26.112 +02 46 10.93   20.773 20.394   20.147 ~ 20 0
173 [VV2006] J100226.4+021923 QSO 10 02 26.330 +02 19 23.13   20.76 20.40   20.255 ~ 44 0
174 COSMOS 1151192 AGN 10 02 26.94 +01 59 40.1   21.846 21.951   21.636 ~ 19 0
175 [VV2006] J100229.2+020932 QSO 10 02 29.1479462008 +02 09 31.875455163   20.726 20.770   20.298 ~ 23 0
176 2XMM J100229.2+014528 AGN 10 02 29.328 +01 45 28.07         20.127 ~ 21 0
177 COSMOS J100230.06+014810.4 QSO 10 02 30.0322699089 +01 48 10.449555049         19.610 ~ 27 0
178 2XMM J100230.1+014555 AGN 10 02 30.174 +01 45 55.68   21.750 21.934   21.069 ~ 17 0
179 2XMM J100231.8+023507 AGN 10 02 31.910 +02 35 07.46 22.703 22.52 22.20 22.15 22.13 ~ 18 0
180 3XMM J100232.1+023537 Sy1 10 02 32.1284 +02 35 37.336 19.52 18.98 19.11 19.2   ~ 57 0
181 2XMM J100232.4+023859 AGN 10 02 32.489 +02 38 59.69   21.266 21.232   21.15 ~ 18 0
182 2XMM J100232.5+014009 QSO 10 02 32.530 +01 40 08.75   21.174 21.100   20.684 ~ 22 0
183 COSMOS2015 720289 QSO 10 02 33.23 +02 23 28.9   23.829 22.655     ~ 11 0
184 [VV2006] J100234.3+015010 QSO 10 02 34.3315801765 +01 50 11.178688182   19.40 19.13   18.820 ~ 46 0
185 [VV2006] J100236.7+015948 QSO 10 02 36.7040157131 +01 59 48.588758019   19.892 20.031   19.883 ~ 46 0
186 [VV2006] J100238.2+013746 QSO 10 02 38.2536067164 +01 37 46.566759229 19.71 19.05 19.15   19.17 ~ 49 0
187 2XMM J100238.6+015832 AGN 10 02 38.623 +01 58 31.26   22.131 21.606   21.177 ~ 16 0
188 ACS-GC 20281688 AGN 10 02 40.536 +02 31 00.36         22.29 ~ 18 0
189 2XMM J100243.6+024708 QSO 10 02 43.6994767941 +02 47 07.871637652   19.952 19.992   19.964 ~ 17 0
190 2XMM J100243.8+020502 QSO 10 02 43.855 +02 05 02.50   20.855 20.854   20.555 ~ 22 0
191 [VV2006] J100249.3+023746 QSO 10 02 49.3272415393 +02 37 46.547521377   20.642 20.523   20.110 ~ 32 0
192 [VV2006] J100251.7+022905 QSO 10 02 51.6247084545 +02 29 05.373376707   19.595 19.731   19.54 ~ 44 0
193 COSMOS 402387 QSO 10 02 51.86 +01 46 09.9   22.195 22.244   21.894 ~ 12 0
194 SDSS J100252.96+024137.0 QSO 10 02 52.9650124260 +02 41 37.051667067   20.640 20.629 20.3903 20.0725 ~ 20 0
195 2XMM J100255.3+015352 AGN 10 02 55.307 +01 53 52.81   21.947 21.564   21.106 ~ 14 0
196 SDSS J100256.53+021158.4 QSO 10 02 56.5358132301 +02 11 58.368738455   21.366 20.556 20.5097 20.1157 ~ 28 0
197 COSMOS 2534376 QSO 10 02 56.924 +02 43 21.19   24.126 22.950   22.32 ~ 22 0
198 2XMM J100257.4+015405 AGN 10 02 57.462 +01 54 05.53   21.773 21.615   21.675 ~ 19 0
199 SDSS J100258.22+015908.9 AGN 10 02 58.222 +01 59 08.94   22.085 22.327 21.5913 21.2684 ~ 19 0
200 [VV2006] J100302.8+015207 QSO 10 03 02.920 +01 52 08.60   20.57 20.39     ~ 39 0
201 2XMM J100305.0+015157 AGN 10 03 05.0759351365 +01 51 56.421935510         20.970 ~ 13 0

    Equat.    Gal    SGal    Ecl

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2021.05.09-17:57:56

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