2012MNRAS.424.2528S

Query : 2012MNRAS.424.2528S

2012MNRAS.424.2528S - Mon. Not. R. Astron. Soc., 424, 2528-2550 (2012/August-3)

Search for high-amplitude δ Scuti and RR Lyrae stars in Sloan Digital Sky Survey Stripe 82 using principal component analysis.

SUVEGES M., SESAR B., VARADI M., MOWLAVI N., BECKER A.C., IVEZIC Z., BECK M., NIENARTOWICZ K., RIMOLDINI L., DUBATH P., BARTHOLDI P. and EYER L.

Abstract (from CDS):

We propose a robust principal component analysis framework for the exploitation of multiband photometric measurements in large surveys. Period search results are improved using the time-series of the first principal component due to its optimized signal-to-noise ratio. The presence of correlated excess variations in the multivariate time-series enables the detection of weaker variability. Furthermore, the direction of the largest variance differs for certain types of variable stars. This can be used as an efficient attribute for classification. The application of the method to a subsample of Sloan Digital Sky Survey Stripe 82 data yielded 132 high-amplitude δ Scuti variables. We also found 129 new RR Lyrae variables, complementary to the catalogue of Sesar et al., extending the halo area mapped by Stripe 82 RR Lyrae stars towards the Galactic bulge. The sample also comprises 25 multiperiodic or Blazhko RR Lyrae stars.

Abstract Copyright: 2012 The Authors Monthly Notices of the Royal Astronomical Society 2012 RAS

Journal keyword(s): methods: data analysis - methods: statistical - surveys - stars: variables: δ Scuti - stars: variables: RR Lyrae

VizieR on-line data: <Available at CDS (J/MNRAS/424/2528): table1.dat-table7.dat fig/*>

Nomenclature: Tables 1-7: [SSV2012] NNNNNNN N=105+104+14+8+3+110+22 among (Nos 16959-7906731).

Simbad objects: 266

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Number of rows : 266
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 SDSS J000316.33+010427.2 dS* 00 03 16.3369219320 +01 04 27.263997840           A4V 3 0
2 SDSS J000913.87-001104.4 dS* 00 09 13.8791501520 -00 11 04.417615788           A0 4 0
3 SDSS J001142.02+005946.7 dS* 00 11 42.0236065968 +00 59 46.804451064           A0 3 0
4 SDSS J001544.29+003735.1 dS* 00 15 44.2916707584 +00 37 35.088746736           ~ 3 0
5 ZTF J002017.96-003525.6 dS* 00 20 17.9719795152 -00 35 25.664547804   17       A0.3 9 0
6 [SSV2012] 4053900 dS* 00 29 52.1682244344 -00 22 50.678747220           ~ 2 0
7 SDSS J003526.60-005351.1 RR* 00 35 26.6022115416 -00 53 51.135367704           sdA 6 0
8 SDSS J004046.67-005914.6 dS* 00 40 46.6708031136 -00 59 14.701601760           sdA 3 0
9 ATO J010.4588-00.8779 dS* 00 41 50.1296436000 -00 52 40.519498584   17.0 16.8     B8.9 8 0
10 [SSV2012] 187850 dS* 00 52 28.5333634656 -00 00 58.511122704           ~ 1 0
11 CRTS J010045.1-010212 RR* 01 00 45.1304860800 -01 02 12.317368740     16.33     A7.4 10 0
12 [SSV2012] 635626 dS* 01 02 08.8308057336 -00 51 14.666568624           ~ 1 0
13 [SSV2012] 610306 dS* 01 10 45.8598417288 +00 18 43.896645000           ~ 1 0
14 SDSS J011306.61-005937.4 dS* 01 13 06.6180988032 -00 59 37.471484112           sdA 2 0
15 ZTF J011604.09+011546.2 RR* 01 16 04.1252758488 +01 15 45.784128564   17.6 16.84     ~ 16 0
16 SDSS J013424.89-003531.7 RR* 01 34 24.8914668912 -00 35 31.786758456           A0 11 0
17 SDSS J013945.69-003325.5 dS* 01 39 45.6972540120 -00 33 25.593322680           A0 3 0
18 SDSS J014200.19-001756.6 dS* 01 42 00.1967179464 -00 17 56.581931616           A0 2 0
19 SDSS J014225.67+001549.5 dS* 01 42 25.6697180352 +00 15 49.638263400           A0 3 0
20 CRTS J014305.3+010549 RR* 01 43 05.3198329680 +01 05 49.321629564   17.44 17.04 17.16   A1III 16 0
21 SDSS J014442.67-003741.7 dS* 01 44 42.6692117208 -00 37 41.760706044           sdA 7 0
22 V* FG Cet RR* 01 50 58.1500045152 -00 50 51.349816608     17.82     B5 8 0
23 SDSS J015319.29-000500.0 dS* 01 53 19.2914962128 -00 05 00.033437004           sdA 3 0
24 SDSS J020249.43+000154.2 dS* 02 02 49.4395530336 +00 01 54.281995212           A4V 2 0
25 CRTS J020314.8+011221 RR* 02 03 14.8907191248 +01 12 20.713020084     16.78     A7III 11 0
26 [SSV2012] 1627036 dS* 02 10 34.4854274568 +01 10 41.061683208           ~ 1 0
27 [SSV2012] 1617835 dS* 02 11 27.0316511832 +00 11 35.816948448           ~ 1 0
28 SDSS J021541.11-000750.1 dS* 02 15 41.1103584624 -00 07 50.073811032           A0 3 0
29 [SSV2012] 1680200 dS* 02 19 06.2178369000 +00 43 05.842212492           ~ 1 0
30 [SSV2012] 2125308 dS* 02 23 13.4912853840 -00 34 57.754765740           ~ 1 0
31 SDSS J022422.40+004500.8 dS* 02 24 22.4109411408 +00 45 00.917909532           ~ 2 0
32 [SSV2012] 7906731 dS* 02 29 59.8104090528 +01 14 53.385624276           ~ 2 0
33 SDSS J023706.58-005431.8 dS* 02 37 06.5838335016 -00 54 31.837293828           B2IV-V 2 0
34 SDSS J024132.57+002324.1 dS* 02 41 32.5664799792 +00 23 24.011411388           A4V 3 0
35 SDSS J024751.89-002434.5 dS* 02 47 51.8902599000 -00 24 34.534278252           DA 3 0
36 SDSS J025235.71+001743.9 dS* 02 52 35.7189632904 +00 17 43.888534368           A0 5 0
37 [SSV2012] 2477633 dS* 02 57 18.9993249240 -00 39 13.114334340           ~ 2 0
38 [SSV2012] 3127463 dS* 03 01 49.7113743168 +00 25 37.422961824           ~ 1 0
39 [SSV2012] 3081888 dS* 03 02 51.9571859112 +01 11 09.037132800           ~ 1 0
40 US 3563 dS* 03 02 56.2772509488 -00 41 50.730116460   18.8       A0 5 0
41 [SSV2012] 3032491 dS* 03 05 47.2396268616 +00 57 08.092348920           ~ 1 0
42 V* HU Cet dS* 03 05 56.7985510728 -00 36 16.475343408     20.2     ~ 4 0
43 SDSS J030643.43+005339.4 dS* 03 06 43.4353997160 +00 53 39.476002956           A0 2 0
44 SDSS J030758.97+000751.7 dS* 03 07 58.9620984816 +00 07 51.738785436           A0 3 0
45 CRTS J031333.0+004255 RR* 03 13 33.1136719632 +00 42 54.777191832     18.10     A0 7 0
46 [SSV2012] 3171550 dS* 03 19 16.8921097032 -01 10 48.665269452           ~ 1 0
47 SDSS J031956.18-000238.9 dS* 03 19 56.2002619032 -00 02 38.973098904           A0 4 0
48 SDSS J033725.44+002251.6 RR? 03 37 25.4504748912 +00 22 51.702479724           A7III 5 0
49 SDSS J034107.99-011221.7 dS* 03 41 07.9932298368 -01 12 21.682929600           sdA 2 0
50 ATO J058.0317+00.5028 dS* 03 52 07.6256716728 +00 30 10.271569104           ~ 2 0
51 CRTS J040020.9+003358 RR* 04 00 20.9473222704 +00 33 58.662710064     15.84     ~ 10 0
52 ZTF J040133.57-002630.9 RR* 04 01 33.5707996080 -00 26 30.998122656     16.84     ~ 10 0
53 NAME LMC G 05 23 34.6 -69 45 22     0.4     ~ 19090 0
54 NGC 5139 GlC 13 26 47.28 -47 28 46.1           ~ 3677 0
55 NAME Hercules Aquila Cloud reg 19 04 +06.3           ~ 138 0
56 ZTF J195659.59+003412.4 RR* 19 56 59.5946485056 +00 34 12.361723500           ~ 6 0
57 ATO J299.8949+00.9755 RR* 19 59 34.7832214200 +00 58 32.252494368           ~ 9 0
58 ATO J300.0283+01.1734 RR* 20 00 06.8112183624 +01 10 24.553644960           ~ 8 0
59 ATO J300.0880-00.9087 RR* 20 00 21.1267936584 -00 54 31.445648964           ~ 7 0
60 ATO J300.1139-00.1850 RR* 20 00 27.3493338000 -00 11 06.091163160           ~ 9 0
61 ATO J300.1963-00.0368 RR* 20 00 47.1248629704 -00 02 12.539655672           ~ 8 0
62 2MASS J20011512-0023541 RR* 20 01 15.1259365776 -00 23 54.154708224           ~ 6 0
63 [SSV2012] 5800642 dS* 20 01 18.7732239720 -00 37 43.788478440           ~ 1 0
64 V* V1076 Aql RR* 20 02 02.7483577752 -00 37 54.108107400           ~ 10 0
65 [SSV2012] 5582456 dS* 20 02 26.5538175576 -00 42 06.777714564           ~ 1 0
66 [SSV2012] 5824679 dS* 20 02 51.8026092696 +01 10 54.949061640           ~ 1 0
67 ATO J300.7997+00.4541 RR* 20 03 11.9385154032 +00 27 14.999500332           ~ 8 0
68 ATO J300.8447-01.1140 RR* 20 03 22.7400179904 -01 06 50.536502280           ~ 9 0
69 ZTF J200323.90+000651.5 RR* 20 03 23.9128949856 +00 06 51.387886764           ~ 7 0
70 ZTF J200329.68+005259.7 RR* 20 03 29.6843696304 +00 52 59.739702600           ~ 9 0
71 ZTF J200330.66-002057.2 RR* 20 03 30.6679882488 -00 20 57.303443364           ~ 7 0
72 ATO J300.9896+00.2305 RR* 20 03 57.5085916464 +00 13 49.998970272           ~ 7 0
73 ATO J301.1498+01.1639 dS* 20 04 35.9542171656 +01 09 50.334428916           ~ 4 0
74 [SSV2012] 5972418 dS* 20 04 57.4792822464 -01 10 10.703607816           ~ 1 0
75 ATO J301.3103-00.4664 RR* 20 05 14.4958977576 -00 27 59.312916648           ~ 9 0
76 V* V508 Aql RR* 20 05 32.7308649192 -00 44 19.204800720           ~ 12 0
77 ATO J301.4364-00.3337 RS* 20 05 44.7503530080 -00 20 01.301473500           ~ 4 0
78 [SSV2012] 5632098 dS* 20 06 39.2312627616 -00 53 26.379256776           ~ 1 0
79 [SSV2012] 5803584 dS* 20 06 45.8785842576 +00 40 44.601267432           ~ 1 0
80 V* V779 Aql RR* 20 06 48.4374110304 -00 48 32.974715160           ~ 11 0
81 ATO J301.7189+01.2055 RR* 20 06 52.5377148744 +01 12 20.102922216           ~ 7 0
82 ATO J301.7454-00.9691 RR* 20 06 58.9017483816 -00 58 08.765867208           ~ 8 0
83 ZTF J200718.42+005753.5 RR* 20 07 18.4319728272 +00 57 53.470612980           ~ 9 0
84 ZTF J200727.80-003324.9 RR* 20 07 27.8113547376 -00 33 25.032148200           ~ 5 0
85 ZTF J200740.06-011200.2 dS* 20 07 40.0666581576 -01 12 00.357756948           ~ 3 0
86 ATO J302.1401-00.7424 RR* 20 08 33.6324808056 -00 44 32.771236704           ~ 7 0
87 ATO J302.1503-00.7496 RR* 20 08 36.0907734960 -00 44 58.688249028           ~ 7 0
88 ZTF J200837.15-005022.6 RR* 20 08 37.1586519600 -00 50 22.746985404           ~ 6 0
89 ZTF J200901.72+004921.4 RR* 20 09 01.7273094840 +00 49 21.399435876           ~ 7 0
90 ATO J302.2683-00.8473 RR* 20 09 04.3965248256 -00 50 50.281906236           ~ 10 0
91 ATO J302.3343-00.1010 RR* 20 09 20.2350837696 -00 06 03.793499712           ~ 8 0
92 ZTF J200923.45+000147.9 dS* 20 09 23.463 +00 01 47.99           ~ 3 0
93 ATO J302.4123+01.2043 RR* 20 09 38.9645666736 +01 12 15.795315396           ~ 7 0
94 ATO J302.4210-01.2565 RR* 20 09 41.0576795016 -01 15 23.362568820           ~ 9 0
95 ATO J302.4551-00.6452 RR* 20 09 49.2523276488 -00 38 42.945767808           ~ 7 0
96 ATO J302.4788-00.3327 RR* 20 09 54.9159955344 -00 19 57.733208148           ~ 7 0
97 ZTF J200957.82-003023.8 RR* 20 09 57.8274135168 -00 30 23.922344808           ~ 5 0
98 V* V904 Aql RR* 20 10 09.67 -00 03 09.4           ~ 5 0
99 ZTF J201013.48-000229.6 RR* 20 10 13.4870158608 -00 02 29.681089332           ~ 7 0
100 ZTF J201014.35+002132.6 RR* 20 10 14.3578896024 +00 21 32.554069920           ~ 9 0
101 [SSV2012] 5429896 dS* 20 10 15.3822444408 -00 25 22.238790204           ~ 1 0
102 ZTF J201018.97+010011.2 RR* 20 10 18.9729882024 +01 00 11.249223516           ~ 8 0
103 ZTF J201033.81+011154.3 RR* 20 10 33.8105247448 +01 11 54.238246540           ~ 7 0
104 ATO J302.7509-00.0328 RS* 20 11 00.2293338648 -00 01 58.080950436           ~ 5 0
105 ZTF J201142.23-002519.4 dS* 20 11 42.2425156896 -00 25 19.456337712           ~ 4 0
106 ZTF J201153.77-010723.7 RR* 20 11 53.7752811408 -01 07 23.861885592           ~ 6 0
107 ATO J303.0140+00.1875 RR* 20 12 03.3730659960 +00 11 15.215941572           ~ 10 0
108 ATO J303.0500+00.8253 RR* 20 12 12.0159916872 +00 49 31.277532972           ~ 9 0
109 V* V1099 Aql RR* 20 12 27.7065167232 -00 41 12.571979100           ~ 9 0
110 ATO J303.1808+00.1789 RR* 20 12 43.4032916232 +00 10 44.179659624           ~ 8 0
111 ZTF J201306.17-005252.3 RR* 20 13 06.1696944912 -00 52 52.475093940           ~ 9 0
112 ATO J303.2992+00.7158 RR* 20 13 11.8165260504 +00 42 57.164460552           ~ 8 0
113 ZTF J201316.60-000754.2 RR* 20 13 16.6006846848 -00 07 54.280699068           ~ 8 0
114 ZTF J201359.18+004347.9 RR* 20 13 59.1875599992 +00 43 47.877081312           ~ 8 0
115 V* V792 Aql RR* 20 15 02.4034599240 -00 28 59.098594008           ~ 14 0
116 ZTF J201534.66-001418.4 dS* 20 15 34.6676403048 -00 14 18.477534804           ~ 3 0
117 ZTF J201546.01-011504.9 RR* 20 15 46.0169895504 -01 15 05.028456060           ~ 8 0
118 ATO J303.9455-00.0955 RR* 20 15 46.9377477816 -00 05 43.967896188           ~ 10 0
119 [SSV2012] 5252245 dS* 20 15 52.6466816064 +00 44 05.408968812           ~ 1 0
120 ZTF J201601.11-005602.1 RR* 20 16 01.1152579968 -00 56 02.206015332           ~ 8 0
121 [SHM2017] J304.08184-00.53055 RR* 20 16 19.6365822504 -00 31 50.042672292           ~ 5 0
122 ATO J304.1052+00.6247 dS* 20 16 25.2545881896 +00 37 29.238230640           ~ 4 0
123 ZTF J201628.40+005218.3 RR* 20 16 28.4019097368 +00 52 18.306694020           ~ 8 0
124 [SSV2012] 5196137 RR? 20 16 43.1640174120 -01 11 39.777429408           ~ 2 0
125 [SHM2017] J304.18690-00.75291 RR* 20 16 44.8539196512 -00 45 10.541677968           ~ 5 0
126 ZTF J201647.55-000944.4 RR* 20 16 47.5583284944 -00 09 44.646993756           ~ 8 0
127 ATO J304.2124-00.3210 dS* 20 16 50.9929853256 -00 19 15.751015428           ~ 4 0
128 ZTF J201736.86+001220.4 RR* 20 17 36.8607195504 +00 12 20.429031420           ~ 7 0
129 ZTF J201753.48-011441.7 RR* 20 17 53.4899133552 -01 14 41.776283184           ~ 8 0
130 [SSV2012] 5427860 dS* 20 17 57.1767334536 -00 29 08.550475692           ~ 1 0
131 V* V1178 Aql RR* 20 18 10.8567476784 -00 51 21.986438220           ~ 11 0
132 ZTF J201817.14+004803.5 RR* 20 18 17.1478941696 +00 48 03.490946064           ~ 8 0
133 ATO J304.5946+01.2556 dS* 20 18 22.7126869464 +01 15 20.245699368           ~ 4 0
134 V* V908 Aql RR* 20 18 32.3631995520 +00 42 28.542480804           ~ 12 0
135 ZTF J201838.85+010044.3 RR* 20 18 38.8442092008 +01 00 44.281890936           ~ 6 0
136 ATO J304.7458+01.0035 RR* 20 18 59.0142464568 +01 00 13.069430784           ~ 9 0
137 [SHM2017] J304.81965+00.53877 RR* 20 19 16.7239004184 +00 32 19.483552104           ~ 5 0
138 ZTF J201921.41+003131.7 RR* 20 19 21.4190788392 +00 31 31.672379316           ~ 7 0
139 ATO J304.9685-00.3001 dS* 20 19 52.4511830424 -00 18 00.340445124           ~ 5 0
140 [SHM2017] J304.99355+00.64550 RR* 20 19 58.4573900064 +00 38 43.780702920           ~ 3 0
141 [SSV2012] 4337728 dS* 20 20 15.4912617624 +00 36 22.031902188           ~ 1 0
142 ZTF J202042.94+001146.1 RR* 20 20 42.9393211464 +00 11 46.024604700           ~ 5 0
143 ZTF J202113.49-011327.0 RR* 20 21 13.4995461888 -01 13 27.079745772           ~ 9 0
144 ATO J305.3581-00.8560 RR* 20 21 25.9549427304 -00 51 21.767957748           ~ 9 0
145 ZTF J202147.96+010609.8 RR* 20 21 47.9588230392 +01 06 09.747903096           ~ 8 0
146 2MASS J20215703-0057357 RR* 20 21 57.0383952408 -00 57 35.641587312           ~ 6 0
147 ATO J305.6085-00.5072 RR* 20 22 26.0380449888 -00 30 26.105880528           ~ 10 0
148 ATO J305.6222-00.2533 RR* 20 22 29.3357394936 -00 15 12.020650272           ~ 10 0
149 ATO J305.6479-00.6694 RR* 20 22 35.5100253624 -00 40 09.872902416           ~ 6 0
150 ATO J305.6574-00.0473 RR* 20 22 37.7969599128 -00 02 50.539088220           ~ 9 0
151 ATO J305.7118-00.1257 dS* 20 22 50.8699758600 -00 07 32.409923916           ~ 5 0
152 ZTF J202257.14-002119.8 RR* 20 22 57.1484469888 -00 21 19.958674788           ~ 8 0
153 ATO J305.8471+00.6234 RR* 20 23 23.3094463056 +00 37 24.394047816           ~ 7 0
154 [SSV2012] 4166144 RR* 20 23 34.0130750016 -01 12 09.424696176           ~ 2 0
155 ATO J306.1428+00.7987 RR* 20 24 34.2864721944 +00 47 55.808818944           ~ 7 0
156 ATO J306.1852+00.4437 RR* 20 24 44.4676448424 +00 26 37.446616032           ~ 8 0
157 ZTF J202455.32-010157.9 RR* 20 24 55.3281399936 -01 01 58.085430204           ~ 8 0
158 [SSV2012] 4417334 RR* 20 24 59.6100214872 -00 36 34.561092636           ~ 2 0
159 ZTF J202533.19+003719.3 RR* 20 25 33.1977745008 +00 37 19.283053620           ~ 7 0
160 [SSV2012] 4678077 dS* 20 26 09.9102144648 -00 13 22.481100192           ~ 1 0
161 [SSV2012] 4173579 dS* 20 27 00.3584124480 -00 45 33.895275228           ~ 1 0
162 ZTF J202735.58+011357.6 RR* 20 27 35.5875289848 +01 13 57.577579464           ~ 9 0
163 ZTF J202814.40-002140.3 RR* 20 28 14.4089705664 -00 21 40.365710244     16.433     ~ 9 0
164 ATO J307.0772+00.9540 RR* 20 28 18.5452554984 +00 57 14.589213012           ~ 7 0
165 CRTS J202827.5-005331 RR* 20 28 27.5383787304 -00 53 31.632866844     15.13     ~ 6 0
166 ATO J307.1696-00.1067 RR? 20 28 40.7052510024 -00 06 24.338469312           ~ 4 0
167 2MASS J20291575+0113167 RR* 20 29 15.7533281304 +01 13 16.738032504           ~ 4 0
168 ZTF J202933.32+005318.0 RR* 20 29 33.3239623584 +00 53 18.057690492           ~ 9 0
169 ATO J307.3952+00.0907 RR* 20 29 34.8522388896 +00 05 26.618607456           ~ 10 0
170 2MASS J20294982-0049228 RR* 20 29 49.8276338352 -00 49 23.116622700     17.21     ~ 7 0
171 ZTF J202953.42-011250.5 RR* 20 29 53.4268403928 -01 12 50.697649836     18.40     ~ 10 0
172 ZTF J203001.65+005237.3 RR* 20 30 01.6648751712 +00 52 37.275837276           ~ 9 0
173 ATO J307.5552-00.9880 RR* 20 30 13.2637704408 -00 59 16.786458528     16.34     ~ 12 0
174 ZTF J203159.15+005432.8 RR* 20 31 59.1572070600 +00 54 32.805191700           ~ 8 0
175 ZTF J203201.43+011239.7 dS* 20 32 01.4407101312 +01 12 39.709974420           ~ 3 0
176 ZTF J203248.32+003838.7 RR* 20 32 48.3250639488 +00 38 38.653145844           ~ 5 0
177 [SSV2012] 4544705 dS* 20 34 22.2469757616 +01 11 10.674506184           ~ 1 0
178 ZTF J203526.25-011542.1 RR* 20 35 26.2589418912 -01 15 42.255974196           ~ 9 0
179 ZTF J203629.67-010519.3 dS* 20 36 29.6723082096 -01 05 19.310052552           ~ 3 0
180 ZTF J204116.67+003348.1 dS* 20 41 16.6669343928 +00 33 48.089616948           ~ 4 0
181 [SSV2012] 3275761 dS* 20 42 17.6762260200 -01 11 47.096121372           ~ 1 0
182 SDSS J204227.47-002849.8 RR* 20 42 27.4771717704 -00 28 49.800026712     16.16     A0 5 0
183 [SSV2012] 3658653 dS* 20 43 05.2125446880 +00 02 12.019890264           ~ 2 0
184 [SSV2012] 3182847 RR? 20 46 37.2682149192 +00 19 50.673518184           ~ 2 0
185 ZTF J204854.06+002313.3 RR* 20 48 54.0695789616 +00 23 13.290392688           ~ 4 0
186 [SSV2012] 3482070 dS* 20 48 58.281 -01 11 07.13           ~ 1 0
187 ATO J312.4205-00.3539 dS* 20 49 40.9392681792 -00 21 14.149605744           ~ 5 0
188 [SSV2012] 3281069 dS* 20 50 22.8433368240 +01 13 31.142002836           ~ 1 0
189 [SSV2012] 3642254 dS* 20 51 35.3128203480 +00 33 13.642498008           ~ 1 0
190 ZTF J205231.20-003159.9 dS* 20 52 31.2185902224 -00 32 00.057877080           ~ 4 0
191 CRTS J205242.6-011124 RR* 20 52 42.6876916704 -01 11 25.128280824     16.92     ~ 10 0
192 [SSV2012] 3678756 dS* 20 53 23.8026834120 -00 51 51.749472816           ~ 1 0
193 [SSV2012] 3466895 dS* 20 53 52.3907009280 -00 17 42.594545256           ~ 1 0
194 ATO J313.5281+01.2603 RR* 20 54 06.7647604080 +01 15 37.411341192     14.52     ~ 11 0
195 [SSV2012] 3306277 dS* 20 54 59.1500272776 -00 07 28.380049572           ~ 2 0
196 ZTF J205556.99-001814.3 dS* 20 55 56.9862439848 -00 18 14.411022732           ~ 3 0
197 ATO J314.2420+01.0684 dS* 20 56 58.0856598696 +01 04 06.487998564           ~ 3 0
198 CRTS J205735.0+000859 EB* 20 57 35.1207238200 +00 08 58.638397524     15.94     ~ 3 0
199 ZTF J205927.27-011348.9 dS* 20 59 27.2723186256 -01 13 49.003804560           ~ 4 0
200 CRTS J210050.9+002417 RR* 21 00 51.0122192832 +00 24 17.513020548     17.22     ~ 4 0
201 [SSV2012] 2991654 dS* 21 01 14.4472780056 -00 06 03.366147060           ~ 1 0
202 [SSV2012] 2816955 dS* 21 02 11.7890039328 +00 50 09.589190064           ~ 1 0
203 CRTS J210309.2-011210 RR* 21 03 09.2469014712 -01 12 10.493462016     16.59     ~ 6 0
204 [SSV2012] 2906353 dS* 21 04 41.9854909152 +00 58 46.920411840           ~ 1 0
205 [SSV2012] 3012436 dS* 21 04 58.8133595424 +01 04 52.764885372           ~ 1 0
206 [SSV2012] 2950268 dS* 21 05 01.5146048544 +00 16 49.464816600           ~ 1 0
207 [SSV2012] 2862738 dS* 21 05 20.2812954216 -00 53 09.529176228           ~ 1 0
208 [SSV2012] 2802456 dS* 21 05 43.6972131624 -00 09 56.693406024           ~ 1 0
209 V* QW Aqr RR* 21 07 26.0751732336 +01 10 17.629454748   14.2 13.61     ~ 13 0
210 [SSV2012] 2674836 dS* 21 08 27.1950518880 +00 00 57.922527780           ~ 1 0
211 ZTF J210856.84+002857.7 dS* 21 08 56.8478398512 +00 28 57.748923264           ~ 4 0
212 [SSV2012] 2692354 dS* 21 10 42.1560082440 -00 44 12.126670296           ~ 1 0
213 [SSV2012] 2654711 RR? 21 12 39.7765032408 -00 59 39.166603656           ~ 1 0
214 [SSV2012] 2874862 dS* 21 13 37.7156617152 +00 57 37.846332972           ~ 1 0
215 CRTS J211427.0-003411 RR* 21 14 27.0673270200 -00 34 11.827630740     16.98     A0 13 0
216 [SSV2012] 2918293 dS* 21 15 30.7970404656 -01 02 48.353912772           ~ 1 0
217 [SSV2012] 2695711 dS* 21 15 56.4786834624 -00 51 33.710825484           ~ 2 0
218 [SHM2017] J319.15481-00.71904 RR* 21 16 37.1473539096 -00 43 08.599427976           ~ 4 0
219 [SSV2012] 2716993 dS* 21 17 32.9054019816 +00 49 36.133295448           ~ 2 0
220 ZTF J212040.61+005427.3 dS* 21 20 40.6203033648 +00 54 27.318498012           ~ 5 0
221 CRTS J212046.8+001237 RR* 21 20 46.8633740808 +00 12 36.471231972     16.40     ~ 7 0
222 [SSV2012] 2388308 dS* 21 20 52.8728048520 +00 16 32.022859332           ~ 2 0
223 ZTF J212242.77+004654.0 dS* 21 22 42.7660200456 +00 46 53.904755424           ~ 4 0
224 ZTF J212318.32+005312.0 dS* 21 23 18.3376654824 +00 53 12.072030720           ~ 4 0
225 ATO J321.1714+00.0443 dS* 21 24 41.1480568032 +00 02 39.939043020           ~ 5 0
226 [SSV2012] 2303445 dS* 21 27 24.5869273560 -00 24 09.419551848           ~ 1 0
227 ZTF J212944.54+010252.8 dS* 21 29 44.5465375008 +01 02 52.776898656           ~ 4 0
228 CRTS J212952.6-011018 dS* 21 29 52.6846581744 -01 10 18.787918296     14.51     ~ 7 0
229 [SSV2012] 2383752 dS* 21 30 16.4699710320 -00 50 34.324288620           ~ 1 0
230 [SSV2012] 2298258 dS* 21 33 40.6904043840 +00 00 07.961768856           A0 2 0
231 CRTS J213511.9+003721 dS* 21 35 11.9410141488 +00 37 20.946668448     16.30     ~ 6 0
232 [SSV2012] 2196466 dS* 21 36 30.1719701640 -00 21 27.638804988           ~ 1 0
233 [SSV2012] 2361825 dS* 21 36 58.9819469376 +01 02 51.604405404           ~ 1 0
234 [SSV2012] 2211584 dS* 21 39 47.8084231080 +00 41 48.973253352           ~ 1 0
235 ZTF J214826.46+000644.7 dS* 21 48 26.4598464552 +00 06 44.651322072           ~ 3 0
236 SDSS J214837.67+003250.2 dS* 21 48 37.6796750088 +00 32 50.244498780           ~ 3 0
237 FASTT 1490 RR* 21 54 08.7358817760 +01 01 51.456997416   17.0 16.26     A0 14 0
238 [SSV2012] 1918041 RR? 21 55 05.5138298712 -00 42 11.173226724           ~ 1 0
239 [SSV2012] 1741727 dS* 21 55 41.7530055960 -00 04 47.214502716           ~ 1 0
240 SDSS J215623.95+005630.2 RR* 21 56 23.9548124040 +00 56 30.286742748           ~ 6 0
241 SDSS J215717.34-000343.1 RR* 21 57 17.3425206408 -00 03 43.207235856     18.74     A0 5 0
242 ZTF J220037.02-002618.3 RR* 22 00 37.0273572576 -00 26 18.396060684     17.09     A0 12 0
243 PB 5064 dS* 22 05 20.0413639728 -00 14 40.798105692   18       ~ 2 0
244 CRTS J222326.3+002209 RR* 22 23 26.3735204568 +00 22 08.768597808     16.65     A0 10 0
245 [SSV2012] 1059995 RR? 22 25 34.6471124064 -00 03 24.300865872           ~ 1 0
246 [SSV2012] 1149344 RR* 22 32 58.0315857840 +00 04 38.628788448           ~ 3 0
247 ATO J338.5538+00.7834 dS* 22 34 12.9084163344 +00 47 00.425095404           ~ 6 0
248 ZTF J223436.89+002224.7 dS* 22 34 36.8950530336 +00 22 24.658389156   18.0 18.2     B 7 0
249 ATO J339.5429-00.7753 dS* 22 38 10.3006670904 -00 46 31.339134840           ~ 2 0
250 SDSS J224115.47-001814.8 dS* 22 41 15.4769422008 -00 18 14.825831220           A0 2 0
251 PB 5153 dS* 22 46 24.7467565680 +01 11 21.189827040   17.5       ~ 3 0
252 ATO J343.0172-00.8690 dS* 22 52 04.1269889760 -00 52 08.452200612           ~ 4 0
253 [SSV2012] 713584 dS* 22 52 20.3609622360 +00 44 13.823032560           ~ 1 0
254 ATO J346.1326+00.4126 dS* 23 04 31.8424802304 +00 24 45.643468500   17.0 16.9     A4.2 8 0
255 [SSV2012] 558620 dS* 23 09 56.8805862576 -00 36 15.165081936           ~ 1 0
256 [SSV2012] 421829 dS* 23 11 18.4678544184 +00 25 36.687101808           ~ 1 0
257 [SSV2012] 510582 RR? 23 12 23.6003642664 -00 56 49.673751288           ~ 1 0
258 [SSV2012] 407172 dS* 23 24 53.0873145624 -00 04 34.843517256           ~ 1 0
259 CRTS J234118.8+004255 dS* 23 41 18.8386148640 +00 42 54.744719544     14.53     ~ 8 0
260 [SSV2012] 3900325 dS* 23 46 04.5692408160 -00 54 11.397805848           ~ 1 0
261 V* BQ Psc dS* 23 48 17.9813498112 +00 54 25.107215508           A0 13 0
262 SDSS J234910.24-000020.5 dS* 23 49 10.2469128936 -00 00 20.523775536           A0 3 0
263 [SSV2012] 3972077 dS* 23 52 36.1607009040 +00 37 22.386529524           ~ 1 0
264 SDSS J235328.96-002932.8 dS* 23 53 28.9543544280 -00 29 32.792592192           sdA 3 0
265 ATO J359.8949-01.2610 RR* 23 59 34.7891541864 -01 15 39.811153320     16.60     ~ 13 0
266 NAME Galactic Bulge reg ~ ~           ~ 4794 0

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