2023ApJ...948...59C


Query : 2023ApJ...948...59C

2023ApJ...948...59C - Astrophys. J., 948, 59 (2023/May-1)

Population of X-Ray Sources in the Intermediate-age Cluster NGC 3532: a Test Bed for Machine-learning Classification.

CHEN S., KARGALTSEV O., YANG H., HARE J., VOLKOV I., RANGELOV B. and TOMSICK J.

Abstract (from CDS):

Open clusters are thought to be the birthplace of most stars in the galaxy. Thus, they are excellent laboratories for investigating stellar evolution, and X-ray properties of various types of stars (including binary stars, evolved stars, and compact objects). In this work, we investigate the population of X-ray sources in the nearby 300 Myr old open cluster NGC 3532 using Chandra X-ray Observatory and multiwavelength data from several surveys. We apply a random-forest machine-learning pipeline (MUWCLASS) to classify all confidently detected X-ray sources (signal-to-noise ratio, hereafter S/N, > 5) in the field of NGC 3532. We also perform a more detailed investigation of brighter sources, including their X-ray spectra and lightcurves. Most X-ray sources are confirmed as coronally active low-mass stars, many of which are confidently identified by MUWCLASS. Several late B- or early A-type stars are relatively bright in X-rays, most of which are likely binaries. We do not find any compact objects among X-ray sources reliably associated with NGC 3532, down to the limiting X-ray flux of ∼2 × 10–15 erg s–1cm–2, corresponding to LX ∼ 6 × 1028 erg s–1 at the cluster's distance. We also identify several Galactic sources beyond NGC 3532 that differ from typical coronally active stars, and were classified by MUWCLASS as potential compact objects. Detailed investigation reveals that these sources may indeed belong to rarer classes, and deserve follow-up observations.

Abstract Copyright: © 2023. The Author(s). Published by the American Astronomical Society.

Journal keyword(s): Open star clusters - X-ray sources - Classification - Random Forests - X-ray stars - Astronomy data visualization - Astrostatistics tools - X-ray surveys - Compact objects - Low mass stars - Catalogs

VizieR on-line data: <Available at CDS (J/ApJ/948/59): table1.dat table2.dat table4.dat>

Simbad objects: 151

goto Full paper

goto View the references in ADS

Number of rows : 151
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 CD-58 734 * 03 39 20.0885293751 -58 16 43.950995507   10.87 10.36 10.39 9.77 ~ 4 0
2 Cl* NGC 3532 RK 10 WD* 11 03 15.1371670128 -58 21 44.255696652           DA 23 0
3 Cl* NGC 3532 RK 9 WD* 11 03 37.3192597272 -58 18 40.318347132           DA 20 0
4 CD-58 3751 * 11 03 55.6237798728 -58 47 53.818003788   10.90       ~ 15 0
5 VPHAS J110358.0-583709.2 WD* 11 03 58.0081582368 -58 37 09.171360624   20.435 20.560 20.776 20.756 DA 6 0
6 Cl* NGC 3532 FERN 294 * 11 04 14.8721950776 -58 53 05.383483008           ~ 9 0
7 2MASS J11041513-5845457 * 11 04 15.1446000552 -58 45 45.682453476           ~ 9 0
8 2CXO J110418.5-584728 X 11 04 18.5900 -58 47 28.940           ~ 1 0
9 2CXO J110420.3-585010 X 11 04 20.3100 -58 50 10.300           ~ 1 0
10 2CXO J110423.1-585445 X 11 04 23.1500 -58 54 45.780           ~ 1 0
11 2CXO J110423.6-584935 X 11 04 23.6500 -58 49 35.360           ~ 1 0
12 2MASS J11042438-5848353 * 11 04 24.4023156528 -58 48 35.291126916           ~ 20 0
13 2MASS J11042508-5851000 * 11 04 25.0515812284 -58 50 59.723504894           ~ 1 0
14 2CXO J110428.3-585400 X 11 04 28.3500 -58 54 00.590           ~ 1 0
15 2CXO J110429.5-584406 X 11 04 29.5700 -58 44 06.700           ~ 1 0
16 HD 96157 * 11 04 30.2399620416 -58 51 46.901051280   9.959 9.823 9.774 9.718 A2Van 39 0
17 2MASS J11043037-5849482 * 11 04 30.3876035352 -58 49 48.179171568           ~ 15 0
18 2MASS J11043175-5855013 * 11 04 31.7558453256 -58 55 01.390068228   17.028 15.884 15.185 14.560 ~ 12 0
19 2CXO J110432.8-584405 X 11 04 32.8300 -58 44 05.520           ~ 1 0
20 2MASS J11043363-5850346 * 11 04 33.6364705416 -58 50 34.507698936           ~ 4 0
21 VPHAS J110434.5-583047.4 WD* 11 04 34.5219895790 -58 30 47.509530691   20.141 20.321 20.512 20.561 DC 5 0
22 2CXO J110434.8-584908 X 11 04 34.8400 -58 49 08.420           ~ 1 0
23 Cl* NGC 3532 FERN 169 * 11 04 35.5990667112 -58 48 25.052548932   12.71 12.25     ~ 20 0
24 HD 96175 SB* 11 04 35.9650950408 -58 45 20.889393084   8.651 7.624 7.131 6.672 G5 52 0
25 2CXO J110436.0-585108 * 11 04 36.0788199024 -58 51 08.151535836   16.961 15.728 14.993 14.301 ~ 2 0
26 2MASS J11043679-5847578 * 11 04 36.7925267448 -58 47 57.731856216           ~ 17 0
27 2MASS J11043769-5855397 * 11 04 37.6725088601 -58 55 39.056939012           ~ 1 0
28 HD 96192 * 11 04 38.6961969576 -58 49 29.578166508   9.791 9.663 9.617 9.558 A3VankA1 20 0
29 2CXO J110439.4-585550 X 11 04 39.4000 -58 55 50.780           ~ 1 0
30 Cl* NGC 3532 FERN 176 * 11 04 39.5628352632 -58 49 39.306787464   12.803 12.307 12.022 11.751 ~ 20 0
31 2CXO J110439.8-584701 X 11 04 39.8000 -58 47 01.430           ~ 1 0
32 Cl* NGC 3532 FERN 174 * 11 04 40.1014705272 -58 49 21.293390136           ~ 6 0
33 2MASS J11044121-5856473 * 11 04 41.2282781376 -58 56 47.250888216   12.988 12.366 12.022 11.687 ~ 19 0
34 2CXO J110441.4-584352 X 11 04 41.4000 -58 43 52.710           ~ 1 0
35 2MASS J11044262-5847424 * 11 04 42.6261684086 -58 47 42.415160760           ~ 1 0
36 2MASS J11044280-5854113 * 11 04 42.8084856480 -58 54 11.398027032           ~ 4 0
37 Cl* NGC 3532 FERN 299 * 11 04 43.6582874760 -58 54 25.886718684           ~ 2 0
38 2CXO J110443.6-585132 * 11 04 43.6645958000 -58 51 32.447255390           ~ 1 0
39 Cl* NGC 3532 FERN 173 * 11 04 44.6788606320 -58 49 41.224198692   12.780 12.266 11.997 11.724 ~ 21 0
40 2CXO J110445.0-585009 X 11 04 45.0000 -58 50 09.360           ~ 1 0
41 2CXO J110445.4-584807 X 11 04 45.4500 -58 48 07.900           ~ 1 0
42 2MASS J11044844-5848333 * 11 04 48.4504842816 -58 48 33.212927592           ~ 8 0
43 2CXO J110449.9-585549 X 11 04 49.9900 -58 55 49.220           ~ 1 0
44 Cl* NGC 3532 FERN 302 * 11 04 50.0652328584 -58 55 59.126548836   12.42 11.91     ~ 6 0
45 2MASS J11045086-5845439 * 11 04 50.8456787016 -58 45 43.789206096   18.460 17.083 16.178 15.290 ~ 10 0
46 2MASS J11045191-5851475 * 11 04 51.9195322608 -58 51 47.545488864   14.747 13.898 13.433 12.976 ~ 7 0
47 2CXO J110453.3-584900 X 11 04 53.3800 -58 49 00.910           ~ 1 0
48 2MASS J11045437-5849187 * 11 04 54.3774218615 -58 49 18.600346545           ~ 3 0
49 2MASS J11045457-5843122 * 11 04 54.5787486888 -58 43 12.219758976           ~ 5 0
50 2MASS J11045505-5847128 * 11 04 55.0610348496 -58 47 12.719412636   14.268 13.562 13.164 12.766 ~ 20 0
51 2MASS J11045541-5855169 * 11 04 55.4133526296 -58 55 16.869102132           ~ 2 0
52 NGC 3532 64 * 11 04 55.7879173416 -58 55 34.075372440   11.33 11.06     ~ 12 0
53 2CXO J110456.3-585015 X 11 04 56.3500 -58 50 15.110           ~ 1 0
54 HD 96246 * 11 04 58.0367466529 -58 47 42.243571314   8.267 8.260 8.213 8.196 A0V 21 0
55 2CXO J110458.3-585053 X 11 04 58.3100 -58 50 53.180           ~ 1 0
56 Cl* NGC 3532 FERN 41 * 11 04 58.5753428592 -58 44 50.702428464           ~ 15 0
57 2CXO J110458.9-584120 X 11 04 58.9100 -58 41 20.510           ~ 1 0
58 2MASS J11050076-5849431 * 11 05 00.7663149840 -58 49 43.053181104           ~ 9 0
59 2CXO J110506.2-584441 X 11 05 06.2700 -58 44 41.730           ~ 1 0
60 Cl* NGC 3532 FERN 35 * 11 05 06.3902784024 -58 42 09.584512344   13.78 13.36     ~ 12 0
61 2MASS J11050723-5845434 * 11 05 07.2459591600 -58 45 43.380324828   18.378 16.983 16.123 15.238 ~ 12 0
62 2CXO J110507.7-585206 X 11 05 07.7400 -58 52 06.810           ~ 1 0
63 2MASS J11050798-5847324 * 11 05 08.0159883403 -58 47 32.293858952           ~ 2 0
64 2MASS J11050841-5858225 * 11 05 08.4140624400 -58 58 22.605658032           ~ 16 0
65 2MASS J11051040-5850295 * 11 05 10.4109652704 -58 50 29.448526200           ~ 14 0
66 UCAC4 157-058438 * 11 05 11.0719607712 -58 44 47.614496172       15.843   ~ 10 0
67 2MASS J11051251-5842179 * 11 05 12.5153180808 -58 42 17.983634364           ~ 20 0
68 2CXO J110513.3-585426 X 11 05 13.4000 -58 54 26.070           ~ 1 0
69 2MASS J11051342-5845035 * 11 05 13.4220835959 -58 45 03.469248654           ~ 1 0
70 2MASS J11051441-5849417 * 11 05 14.4254156519 -58 49 41.640180457           ~ 2 0
71 2MASS J11051484-5859095 * 11 05 14.8564658160 -58 59 09.534396048           ~ 15 0
72 Cl* NGC 3532 FERN 55 * 11 05 15.2069887728 -58 48 32.012464608           ~ 18 0
73 2CXO J110515.1-584744 * 11 05 15.2089570272 -58 47 45.056563908           ~ 2 0
74 2CXO J110515.6-585437 X 11 05 15.6700 -58 54 37.450           ~ 1 0
75 UCAC4 156-060221 EB* 11 05 16.4322441963 -58 56 11.605827585   17.202 16.646     ~ 2 0
76 2CXO J110516.9-584508 X 11 05 16.9600 -58 45 08.200           ~ 1 0
77 2CXO J110517.7-585044 X 11 05 17.7400 -58 50 44.430           ~ 1 0
78 2CXO J110518.3-584842 X 11 05 18.3000 -58 48 42.980           ~ 1 0
79 CPD-58 3057 * 11 05 18.5024378160 -58 46 15.461210316   9.724 9.635 9.561 9.512 A2V 16 0
80 2CXO J110519.6-584459 X 11 05 19.6700 -58 44 59.800           ~ 1 0
81 2CXO J110520.0-585357 * 11 05 20.0660124816 -58 53 57.229509696           ~ 10 0
82 2MASS J11052075-5847577 * 11 05 20.7524693760 -58 47 57.704370756           ~ 5 0
83 2MASS J11052185-5845287 * 11 05 21.8605995768 -58 45 28.742728932           ~ 11 0
84 UCAC4 157-058523 * 11 05 22.3878021936 -58 44 35.819837736   12.159 11.579 11.670   ~ 16 0
85 2CXO J110522.5-585718 X 11 05 22.5200 -58 57 18.150           ~ 1 0
86 2CXO J110523.5-584338 X 11 05 23.5700 -58 43 38.790           ~ 1 0
87 2MASS J11052380-5849494 * 11 05 23.7975046794 -58 49 49.373364288           ~ 8 0
88 [DDW2012] NGC 3532-WDC J1105-5857 WD? 11 05 23.8782332784 -58 57 22.925579508   20.61 20.6     ~ 2 0
89 2CXO J110524.4-584913 X 11 05 24.4700 -58 49 13.760           ~ 1 0
90 2CXO J110525.4-585807 X 11 05 25.4200 -58 58 07.750           ~ 1 0
91 2CXO J110525.5-584727 X 11 05 25.5300 -58 47 27.260           ~ 1 0
92 2CXO J110526.1-584225 X 11 05 26.1500 -58 42 25.570           ~ 1 0
93 2CXO J110526.5-584525 X 11 05 26.5300 -58 45 25.490           ~ 1 0
94 2MASS J11052733-5857370 * 11 05 27.3393449544 -58 57 37.077426936   18.755 17.347 16.356 15.307 ~ 8 0
95 Cl* NGC 3532 FERN 57 * 11 05 28.6469928240 -58 49 30.933368472   13.66 13.11     ~ 13 0
96 2CXO J110529.2-584629 X 11 05 29.2500 -58 46 29.500           ~ 1 0
97 2CXO J110529.3-585405 X 11 05 29.3800 -58 54 05.790           ~ 1 0
98 2MASS J11052962-5857187 * 11 05 29.6110918218 -58 57 18.636751236           ~ 2 0
99 2MASS J11052976-5847207 * 11 05 29.7506115912 -58 47 20.685567588           ~ 2 0
100 V* GV Car EB* 11 05 32.8875287280 -58 43 49.840136004   8.919 8.910 8.802 8.811 A0 60 0
101 Cl* NGC 3532 FERN 188 * 11 05 33.2828279736 -58 51 06.140846556   12.645 12.173 11.900 11.620 ~ 20 0
102 NGC 3532 OpC 11 05 33.9 -58 42 13           ~ 414 0
103 2MASS J11053557-5845475 * 11 05 35.5873039176 -58 45 47.511101484           ~ 8 0
104 2MASS J11053571-5849079 * 11 05 35.7124437600 -58 49 07.888164528           ~ 17 0
105 Cl* NGC 3532 FERN 190 * 11 05 35.7991902840 -58 52 12.304034112           ~ 18 0
106 Cl* NGC 3532 RK 1 WD* 11 05 35.8329570672 -58 52 26.465525940           DA 20 0
107 CPD-58 3069 * 11 05 35.9125789656 -58 46 09.900094908   9.031 8.952 8.869 8.826 A1V 16 0
108 2CXO J110538.0-585419 X 11 05 38.0100 -58 54 19.610           ~ 1 0
109 2CXO J110538.4-585446 X 11 05 38.4300 -58 54 46.490           ~ 1 0
110 2CXO J110539.9-584645 X 11 05 39.9000 -58 46 45.760           ~ 1 0
111 2CXO J110540.9-585114 X 11 05 40.9300 -58 51 14.220           ~ 1 0
112 2MASS J11054208-5850203 * 11 05 42.0879618744 -58 50 20.269660056           ~ 9 0
113 2CXO J110542.6-584540 X 11 05 42.6300 -58 45 40.920           ~ 1 0
114 2MASS J11054337-5850536 * 11 05 43.3723763544 -58 50 53.575311768   17.371 16.090 15.337 14.536 ~ 11 0
115 2CXO J110543.6-584419 X 11 05 43.6900 -58 44 19.560           ~ 1 0
116 2MASS J11054394-5853093 * 11 05 43.9409384808 -58 53 09.349467612           ~ 11 0
117 2CXO J110545.6-585245 X 11 05 45.6300 -58 52 45.340           ~ 1 0
118 2CXO J110545.9-584724 X 11 05 46.0000 -58 47 24.640           ~ 1 0
119 VPHAS J110547.2-584241.8 WD* 11 05 47.2861559275 -58 42 41.804061018   19.713 19.581 19.639 19.615 DA 4 0
120 2CXO J110548.8-585438 X 11 05 48.8300 -58 54 38.970           ~ 1 0
121 Cl* NGC 3532 FERN 11 * 11 05 51.6002620920 -58 46 52.613873400   12.848 12.350 12.056 11.781 ~ 21 0
122 2MASS J11055191-5851057 * 11 05 51.9138086664 -58 51 05.693390784   17.861 16.559 15.759 14.990 ~ 20 0
123 2CXO J110552.0-584739 X 11 05 52.0700 -58 47 39.100           ~ 1 0
124 2CXO J110552.0-585032 X 11 05 52.0900 -58 50 32.850           ~ 1 0
125 Cl* NGC 3532 FERN 314 * 11 05 52.2091318824 -58 55 34.795171524   12.68 12.11 12.08   ~ 20 0
126 Cl* NGC 3532 RK 6 WD* 11 05 53.0558577456 -58 29 31.122680964     19.38     DA 12 0
127 2CXO J110553.0-584803 X 11 05 53.1000 -58 48 03.320           ~ 1 0
128 2CXO J110553.2-585030 * 11 05 53.2574227133 -58 50 30.645898202           ~ 3 0
129 [FRP2000] 47 * 11 05 53.3102033819 -58 54 22.514447315           ~ 6 0
130 CPD-58 3086B * 11 05 54.9172808448 -58 48 59.597344296   9.909 9.732 9.623 9.482 A2V 19 0
131 2CXO J110557.1-585249 X 11 05 57.1900 -58 52 49.210           ~ 1 0
132 2CXO J110558.0-585423 X 11 05 58.0700 -58 54 23.130           ~ 1 0
133 2CXO J110559.1-584802 X 11 05 59.1100 -58 48 02.880           ~ 1 0
134 2CXO J110559.9-585315 X 11 05 59.9400 -58 53 15.110           ~ 1 0
135 Cl* NGC 3532 FERN 196 * 11 06 01.2166858704 -58 50 25.514878812   12.711 12.230 11.954 11.659 ~ 20 0
136 Cl* NGC 3532 RK 5 WD* 11 06 04.1632763928 -58 55 19.959381048           DA 21 0
137 2CXO J110605.6-585334 X 11 06 05.7000 -58 53 34.030           ~ 1 0
138 UCAC4 156-060721 ** 11 06 05.79144 -58 50 32.8992           ~ 4 0
139 2CXO J110610.7-585154 X 11 06 10.7600 -58 51 54.270           ~ 1 0
140 2CXO J110614.8-585237 X 11 06 14.8600 -58 52 37.620           ~ 1 0
141 [DDW2012] NGC 3532-WDC J1106-5856 WD? 11 06 16.8652915992 -58 56 04.905553092   20.019 19.879 19.609 19.373 ~ 2 0
142 [DDW2012] NGC 3532-WDC J1106-5905 WD? 11 06 18.3537588144 -59 05 17.300330124   20.17 20.1     ~ 10 0
143 2CXO J110621.8-585133 X 11 06 21.8000 -58 51 33.380           ~ 1 0
144 Cl* NGC 3532 FERN 78 * 11 06 22.4240986992 -58 49 51.677610276           ~ 22 0
145 [DDW2012] NGC 3532-WDC J1106-5843 WD? 11 06 51.6354747672 -58 43 49.016781732   20.31 20.2     ~ 9 0
146 [DDW2012] NGC 3532-WDC J1106-5847 WD? 11 06 59.0677716504 -58 47 33.632605068   21.817 19.956 19.197 18.707 ~ 2 0
147 [DDW2012] NGC 3532-WDC J1107-5842 WD? 11 07 21.9752407296 -58 42 12.524200200   20.14 20.5     ~ 10 0
148 [DDW2012] NGC 3532-WDC J1107-5848 WD? 11 07 28.7568631464 -58 48 24.333848928   20.965 19.857 19.279 18.791 ~ 2 0
149 NGC 3552 GiG 11 10 42.8452308696 +28 41 35.272786776   15.1       ~ 41 0
150 Cl* NGC 3532 RK 8 WD* 11 12 48.8 -58 49 50           DA 11 0
151 NAME Carina Region reg ~ ~           ~ 192 0

To bookmark this query, right click on this link: simbad:objects in 2023ApJ...948...59C and select 'bookmark this link' or equivalent in the popup menu