2016ApJ...821...47B


Query : 2016ApJ...821...47B

2016ApJ...821...47B - Astrophys. J., 821, 47-47 (2016/April-2)

Efficient geometric probabilities of multi-transiting exoplanetary systems from CORBITS.

BRAKENSIEK J. and RAGOZZINE D.

Abstract (from CDS):

NASA's Kepler Space Telescope has successfully discovered thousands of exoplanet candidates using the transit method, including hundreds of stars with multiple transiting planets. In order to estimate the frequency of these valuable systems, it is essential to account for the unique geometric probabilities of detecting multiple transiting extrasolar planets around the same parent star. In order to improve on previous studies that used numerical methods, we have constructed an efficient, semi-analytical algorithm called the Computed Occurrence of Revolving Bodies for the Investigation of Transiting Systems (CORBITS), which, given a collection of conjectured exoplanets orbiting a star, computes the probability that any particular group of exoplanets can be observed to transit. The algorithm applies theorems of elementary differential geometry to compute the areas bounded by circular curves on the surface of a sphere. The implemented algorithm is more accurate and orders of magnitude faster than previous algorithms, based on comparisons with Monte Carlo simulations. We use CORBITS to show that the present solar system would only show a maximum of three transiting planets, but that this varies over time due to dynamical evolution. We also used CORBITS to geometrically debias the period ratio and mutual Hill sphere distributions of Kepler's multi-transiting planet candidates, which results in shifting these distributions toward slightly larger values. In an Appendix, we present additional semi-analytical methods for determining the frequency of exoplanet mutual events, i.e., the geometric probability that two planets will transit each other (planet-planet occultation, relevant to transiting circumbinary planets) and the probability that this transit occurs simultaneously as they transit their star. The CORBITS algorithms and several worked examples are publicly available.

Abstract Copyright: © 2016. The American Astronomical Society. All rights reserved.

Journal keyword(s): celestial mechanics - methods: analytical - methods: numerical - occultations - planetary systems - planets and satellites: detection

VizieR on-line data: <Available at CDS (J/ApJ/821/47): table2.dat>

Simbad objects: 217

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Number of rows : 217
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 HD 80606b Pl 09 22 37.5768032712 +50 36 13.435326684           ~ 369 1
2 Kepler-431 Er* 18 44 26.9622053520 +43 13 40.040381892   12.674 12.021 11.949   F6IV 61 0
3 Kepler-102 PM* 18 45 55.8559851072 +47 12 28.845259020   12.58 12.07 11.510   K3V 137 0
4 Kepler-311 Ro* 18 48 14.7157716216 +47 05 07.733131836           G0.5V 60 0
5 Kepler-83 Er* 18 48 55.8020067360 +43 39 56.249582760       15.914   M0V 67 1
6 Kepler-446 * 18 49 00.0433305672 +44 55 15.977921880           M4V 45 0
7 Kepler-139 Er* 18 49 34.0590031152 +43 53 21.647525460   12.569 12.031 12.651   G8IV-V 80 0
8 Kepler-338 Er* 18 51 54.9519387600 +40 47 03.675669144   12.88 12.19 12.142   G0 84 0
9 Kepler-271 Er* 18 52 00.7169260536 +44 17 03.188714244   14.370 13.583 13.501   F9 75 0
10 Kepler-549 Ro* 18 52 05.4816126336 +47 15 40.215782700           ~ 58 0
11 Kepler-298 Ro* 18 52 09.5526737544 +48 49 31.316827260           ~ 44 0
12 Kepler-363 Er* 18 52 46.1054164776 +41 18 19.315610676   14.380 13.473 13.334   G5V 64 0
13 Kepler-299 Ro* 18 52 49.6707822504 +48 34 49.794434544           ~ 65 0
14 Kepler-297 Er* 18 52 50.1951598032 +48 46 39.435391848   15.031 14.351 14.299   ~ 73 0
15 Kepler-62 Er* 18 52 51.0518497680 +45 20 59.399622996   14.702 13.982 13.807   G5 158 1
16 Kepler-132 Er* 18 52 56.5641599064 +41 20 34.997513460   12.49 11.92 11.768   G1 105 0
17 Kepler-1388 Ro* 18 53 20.6548120296 +47 10 28.257812616           M0V 49 0
18 Kepler-172 Er* 18 53 28.4170433352 +41 49 18.551185212   15.627 14.702 14.517   G8 75 0
19 Kepler-301 Ro* 18 55 55.8992978160 +49 13 58.711633932           F9 61 0
20 Kepler-1995 Er* 18 57 22.2584888928 +46 18 59.684058972       15.398   ~ 53 0
21 Kepler-90 EB* 18 57 44.0383126392 +49 18 18.496454184   14.604 13.896 13.713   G2 155 0
22 Kepler-282 Ro* 18 58 42.5471457528 +44 47 51.598416912           ~ 69 0
23 Kepler-26 Er* 18 59 45.8408222304 +46 33 59.437703052   17.203 15.982 15.568   M0V 104 1
24 Kepler-196 Er* 18 59 52.4460249312 +42 04 45.079559868   15.132 14.305 14.066   K3 54 0
25 Kepler-55 Er* 19 00 40.4013750408 +44 01 35.369032296       15.929   K5 92 1
26 Kepler-1254 Ro* 19 00 41.5973276352 +48 46 12.060671844           K3 34 0
27 Kepler-381 EB* 19 00 43.8669146952 +43 49 51.905636508   11.161 10.651 10.563   F5 70 0
28 Kepler-127 Er* 19 00 45.5887144320 +46 01 40.693626120   12.231 11.627 11.415   G0 95 0
29 Kepler-1130 Er* 19 00 49.7878295856 +45 23 03.605122176   13.519 12.611 12.358   K0V 88 0
30 Kepler-350 Er* 19 01 40.7037733680 +39 42 22.016147364   14.669 13.884 13.903   F5 57 0
31 Kepler-968 Ro* 19 02 24.6290065536 +50 06 43.313386212           ~ 45 0
32 Kepler-1542 Ro* 19 02 54.8381343672 +42 39 16.310499048           G5V 66 0
33 Kepler-354 Ro* 19 03 00.3548814720 +41 20 08.296950264           K5 37 0
34 Kepler-149 Er* 19 03 24.8908754544 +38 23 02.810584572       14.061   K0V 76 0
35 Kepler-529 Er* 19 03 33.2074859928 +47 52 49.361199780   14.23 13.86 13.72   ~ 53 1
36 Kepler-169 Er* 19 03 59.9740327176 +40 55 09.611690772   15.451 14.410 14.283   ~ 77 0
37 Kepler-1549 Ro* 19 04 12.5845699464 +39 05 45.738119256           ~ 28 0
38 Kepler-235 Er* 19 04 18.9842922480 +39 16 41.945483928       16.051   M0V 83 0
39 Kepler-290 Ro* 19 05 38.4000976080 +42 40 53.532912216           ~ 54 0
40 Kepler-351 Er* 19 05 48.6587767968 +42 39 28.319770584   16.798 16.206 16.283   ~ 36 0
41 Kepler-324 EB* 19 05 53.1508522392 +49 38 56.390047152           ~ 64 0
42 Kepler-770 Ro* 19 05 57.7023851784 +38 22 29.693161488           ~ 49 0
43 Kepler-296 ** 19 06 09.6025302984 +49 26 14.396852760           M2V 99 0
44 Kepler-332 Ro* 19 06 39.1083005856 +47 24 49.388410404           ~ 61 0
45 Kepler-52 Er* 19 06 57.1300334784 +49 58 32.637931608   17.108 15.716 15.217   M0V 77 1
46 Kepler-124 Er* 19 07 00.6695622552 +49 03 53.578044756   15.257 14.329 14.191   ~ 57 0
47 Kepler-152 Er* 19 07 27.7090380288 +41 59 20.681552256   15.111 14.410 14.227   ~ 55 0
48 Kepler-229 Er* 19 07 59.8762630704 +48 22 32.918288340       15.940   ~ 61 0
49 Kepler-178 Er* 19 08 24.2565925224 +46 53 47.360614236   15.493 14.788 14.550   ~ 64 0
50 Kepler-334 Er* 19 08 33.7575590712 +47 06 54.721322640   13.393 12.839 12.748   G0 74 0
51 Kepler-244 Er* 19 08 58.2403386624 +42 18 04.900346640       15.146   ~ 56 0
52 Kepler-279 Er* 19 09 33.9051497520 +42 11 41.357372064       13.646   F3V 56 0
53 Kepler-174 Er* 19 09 45.4027017600 +43 49 55.499376144   15.539 14.601 14.276   K5 71 0
54 Kepler-104 EB* 19 10 25.1128815288 +42 10 00.255205236   13.12 12.73 12.61   G0V 101 0
55 Kepler-411 Er* 19 10 25.3469947368 +49 31 23.712634632   13.70 12.55 12.26   K3V 129 0
56 Kepler-20 Er* 19 10 47.5233433920 +42 20 19.301370684   13.278 12.630 12.478 11.64 G5V 201 1
57 Kepler-164 Ro* 19 11 07.3972813536 +47 37 47.634405528           ~ 71 0
58 Kepler-238 Er* 19 11 35.3058296736 +40 38 16.143812448       15.189   ~ 77 0
59 Kepler-222 Er* 19 11 37.4601602784 +46 56 15.907843212   16.098 15.289 15.152   ~ 63 0
60 Kepler-192 Er* 19 11 40.2999391728 +45 35 34.425445272   15.237 14.223 14.041   G7 72 0
61 Kepler-1530 Ro* 19 12 38.9945446080 +48 09 54.506254608   14.98 14.22 14.09   G7 44 0
62 Kepler-254 Er* 19 12 39.5241024600 +45 48 59.394712176   16.896 15.958 15.953   ~ 71 0
63 Kepler-150 Er* 19 12 56.1835322352 +40 31 15.208382352   16.046 15.228 15.081   ~ 80 0
64 Kepler-656 Ro* 19 13 18.6940830792 +47 22 53.599783260           K1 59 0
65 Kepler-402 Er* 19 13 28.8534589176 +43 21 16.582563936   13.884 13.317 13.177   F2 75 0
66 Kepler-130 Er* 19 13 48.1593590088 +40 14 43.162049328   12.687 12.007 11.868   G1V 90 0
67 Kepler-131 Er* 19 14 07.4053097208 +40 56 32.328971700   12.379 11.677 11.516   G2V 95 0
68 Kepler-306 Er* 19 14 09.2870355888 +40 36 58.113106632       15.570   ~ 60 0
69 Kepler-247 Er* 19 14 34.2067558608 +43 02 21.497067276   16.238 15.458 15.057   ~ 58 0
70 Kepler-1047 Ro* 19 14 35.1093501816 +50 47 20.425375392           G8V 49 0
71 Kepler-392 Ro* 19 14 38.5803539820 +43 22 05.106713612           F5 45 0
72 BD+40 3638 Er* 19 14 45.2915908224 +41 09 04.210237980   11.643 11.115 11.009   F6IV 159 1
73 Kepler-219 Er* 19 14 57.3495104640 +46 45 45.290906784   14.594 13.899 13.701   G2V 79 0
74 Kepler-319 Er* 19 15 14.8707783264 +39 46 14.405364444   14.860 14.008 13.829   G4V 62 0
75 Kepler-1371 Er* 19 15 19.5348644400 +47 33 07.184447064   14.786 14.014 13.881   G5 54 0
76 Kepler-310 Er* 19 15 21.4377198432 +46 59 12.293095272       14.287   ~ 68 0
77 Kepler-288 Ro* 19 15 39.9366319272 +39 35 41.088472836           G1V 50 0
78 Kepler-60 Er* 19 15 50.6983640712 +42 15 54.050260968   14.477 14.083 13.934   G2 132 1
79 Kepler-33 Er* 19 16 18.6099987120 +46 00 18.813656376   14.823 14.146 14.022 13.23 F2 117 1
80 Kepler-92 Er* 19 16 20.6546892216 +41 33 46.654315236   12.460 11.849 11.777   G0IV 101 0
81 Kepler-750 Ro* 19 16 23.2472997888 +44 00 15.767516664           F8 48 0
82 Kepler-126 Er* 19 17 23.3505657144 +44 12 30.709225008   11.182 10.566 10.515   F7IV 108 0
83 Kepler-250 Ro* 19 18 22.7423825568 +44 08 30.962454756           ~ 48 0
84 Kepler-1471 Ro* 19 18 39.5799960048 +50 01 12.158011308           F9 27 0
85 BD+41 3306 PM* 19 19 00.5489000285 +41 38 04.582441681 10.01 9.67 8.86 8.18 7.66 K0V 331 0
86 Kepler-154 Er* 19 19 07.3336120632 +49 53 47.550728148   15.11 14.57 14.66   G6 82 0
87 Kepler-148 Er* 19 19 08.6833766760 +46 51 31.738896972   16.627 15.648 15.301   ~ 64 0
88 Kepler-325 Er* 19 19 20.5054876128 +49 49 32.163328344   15.956 15.262 15.212   G5 55 0
89 Kepler-341 Er* 19 19 26.7755204304 +43 28 21.988135488   15.490 14.765 14.600   G3 59 0
90 Kepler-403 Ro* 19 19 41.1509829792 +46 44 40.488916560           F9 61 0
91 Kepler-207 Ro* 19 20 07.3247573880 +42 09 57.757238064           G3 66 0
92 Kepler-401 Ro* 19 20 19.8617895696 +50 51 48.538719216           ~ 43 0
93 Kepler-269 Er* 19 20 51.6391516440 +41 46 33.481391772   16.366 15.766 15.709   ~ 41 0
94 Kepler-336 Er* 19 20 57.0311647224 +41 19 53.055383772   14.355 13.688 13.554   G3 53 0
95 Kepler-138 Er* 19 21 31.5679755816 +43 17 34.680970608   14.621 13.168 12.680   M1V 145 0
96 Kepler-24 Er* 19 21 39.1857355848 +38 20 37.450192200   15.860 15.126 14.787   ~ 95 1
97 Kepler-53 Er* 19 21 50.8278108312 +40 33 44.887115556   16.283 15.352 15.367   ~ 75 1
98 Kepler-662 Ro* 19 21 51.6243125712 +47 55 45.056949780           K3 42 0
99 Kepler-265 Ro* 19 22 02.5195713768 +41 14 41.294159952           G3 65 0
100 Kepler-198 Ro* 19 22 41.5540510848 +38 41 27.586105764           F9 73 0
101 Kepler-286 Er* 19 22 42.2833952040 +48 17 39.218963784       15.600   ~ 62 0
102 Kepler-262 Ro* 19 22 54.8798936640 +37 15 09.600487272           G1V 50 0
103 Kepler-619 Er* 19 23 23.7817186272 +48 24 57.646695636   15.607 14.844 14.735   G3 58 0
104 Kepler-224 Er* 19 23 44.2255728048 +47 21 27.303516396   16.639 15.940 15.596   ~ 67 0
105 Kepler-85 Er* 19 23 53.6255300424 +45 17 25.088907084   15.782 14.932 14.785   ~ 79 1
106 Kepler-157 Ro* 19 24 23.3283015432 +38 52 32.142415692           G3 65 0
107 Kepler-122 Er* 19 24 26.8513235976 +39 56 56.599044504   14.979 14.378 14.337   ~ 81 0
108 Kepler-191 Ro* 19 24 44.0051264352 +45 19 23.397872412           G9 56 0
109 Kepler-357 Ro* 19 24 58.3358734152 +44 00 31.348146708           ~ 47 0
110 Kepler-372 Ro* 19 25 01.4896532904 +49 15 32.293087884           ~ 47 0
111 Kepler-1984 Ro* 19 25 08.4101553240 +40 43 48.095663484           M1V 45 0
112 Kepler-100 Er* 19 25 32.6432787456 +41 59 24.945100548   12.009 11.278 11.128   G8IV 142 0
113 Kepler-1600 Ro* 19 25 35.8504898544 +38 47 15.862866360           ~ 41 0
114 Kepler-398 Ro* 19 25 52.4829537816 +40 20 37.817930724           ~ 47 0
115 Kepler-220 Er* 19 26 01.4891656008 +46 53 44.783155752   14.322 13.201 12.828   K3V 74 0
116 Kepler-416 Er* 19 26 13.6720184304 +39 13 38.264916036       14.069   ~ 64 0
117 Kepler-206 Ro* 19 26 32.3160238176 +41 50 01.919570028           G3 64 0
118 Kepler-245 Er* 19 26 33.3541730304 +42 26 10.779132804   16.911 16.104 15.529   ~ 81 0
119 Kepler-331 BY* 19 27 20.2411748808 +39 18 26.485483752       15.868   ~ 60 0
120 Kepler-253 Er* 19 27 22.0764853560 +44 51 29.245497804   16.653 15.779 15.736   ~ 50 0
121 Kepler-184 Er* 19 27 48.4549205376 +43 04 28.973525592   15.168 14.460 14.317   F2 65 0
122 Kepler-194 Ro* 19 27 53.1541559712 +47 51 50.953209372           G3 55 0
123 Kepler-763 Ro* 19 28 34.6816682088 +47 09 26.406730872           ~ 36 0
124 Kepler-27 Er* 19 28 56.8196229816 +41 05 09.140476848   16.865 15.992 16.010   ~ 95 1
125 Kepler-1813 ** 19 28 57.581736 +48 30 41.64732   16.804 15.682 15.721   ~ 46 0
126 Kepler-49 Er* 19 29 10.6951719216 +40 35 30.458944212   17.110 15.883 15.539   M1V 80 1
127 Kepler-226 Er* 19 29 30.2722726368 +47 52 51.580008300       15.263   ~ 64 0
128 Kepler-275 Er* 19 29 55.1288580480 +38 30 53.670776796   16.109 15.382 15.344   ~ 58 0
129 Kepler-256 Er* 19 30 19.3010309184 +46 05 50.533193976       14.946   ~ 67 0
130 Kepler-327 Er* 19 30 34.1672429376 +44 05 15.563767632   17.246 15.756 15.113   M1V 65 0
131 Kepler-167 Er* 19 30 38.0261896920 +38 20 43.437246900   15.255 14.284 13.989   K3 98 0
132 Kepler-342 Er* 19 30 42.7395837984 +46 43 36.159004776       13.125   F6IV 77 0
133 Kepler-769 Ro* 19 30 51.1448362992 +38 21 29.513221740           ~ 30 0
134 Kepler-82 Er* 19 31 29.6083527360 +42 57 58.067640720   15.940 15.318 14.676   ~ 83 1
135 KOI-2093 Ro* 19 31 49.0046609688 +41 56 05.295945264           ~ 42 0
136 Kepler-217 Ro* 19 32 09.0586262088 +46 16 39.067579920           F3V 65 0
137 Kepler-248 Er* 19 32 14.7170498880 +43 34 52.879379772   16.198 15.358 15.351 14.48 ~ 63 1
138 Kepler-758 EB* 19 32 20.3082335280 +41 08 07.560720276       14.357   ~ 62 0
139 Kepler-166 Er* 19 32 38.4339503856 +48 52 52.388815332   15.678 14.930 14.685   K1 55 0
140 Kepler-359 Ro* 19 33 10.4713849608 +42 11 46.932423072           ~ 45 0
141 Kepler-339 Er* 19 33 24.4114554120 +48 26 40.647612696   15.555 14.778 14.664   G7 60 0
142 Kepler-1468 EB* 19 34 04.7695671600 +41 16 38.699164488           ~ 38 0
143 Kepler-276 Er* 19 34 16.3567060728 +39 02 10.707604404       15.399   G7 63 0
144 Kepler-81 Er* 19 34 32.8684643808 +42 49 29.761950396   16.636 15.536 14.858   M0V 83 1
145 Kepler-208 Er* 19 35 33.6470003208 +42 31 40.724818032   14.109 13.683 13.465   G0 82 0
146 Kepler-1859 Ro* 19 35 57.2885824440 +46 43 04.974361716           ~ 37 0
147 Kepler-31 Er* 19 36 05.5269847728 +45 51 11.107880676   15.961 15.388 15.288   ~ 87 1
148 Kepler-281 EB* 19 36 25.9643904120 +44 46 14.494366596       16.113   ~ 39 0
149 Kepler-114 PM* 19 36 29.1357624552 +48 20 58.291722816   14.972 13.803 13.746   M0V 86 0
150 Kepler-374 Er* 19 36 33.1030734096 +42 22 13.721835576   15.459 14.873 14.638   G3 60 0
151 Kepler-1073 Ro* 19 36 36.6479553432 +38 13 58.945651140           G3V 42 0
152 Kepler-23 Er* 19 36 52.5355328952 +49 28 45.252600204   14.190 13.547 13.71   G2V 98 1
153 Kepler-603 Er* 19 37 07.4366582688 +42 17 27.394123704   15.716 15.034 15.002   ~ 66 0
154 Kepler-326 Er* 19 37 18.1337949432 +46 00 08.063097696   14.811 13.863 13.584   K1V 79 0
155 Kepler-385 Er* 19 37 21.2381878704 +50 20 11.547668976       15.354   ~ 62 0
156 Kepler-1756 Er* 19 37 27.5713348032 +40 43 15.142490256       15.640   ~ 42 0
157 Kepler-304 Er* 19 37 46.0342587552 +40 33 27.199163844       14.885   ~ 70 0
158 Kepler-1321 Ro* 19 38 06.8698322976 +46 38 27.477410208           M1V 32 0
159 Kepler-1640 EB* 19 38 13.886400 +40 51 01.75212   15.63 14.86 14.59   ~ 21 0
160 Kepler-176 Er* 19 38 40.3180039344 +43 51 11.758931640       14.633   ~ 74 0
161 Kepler-54 Er* 19 39 05.7418156224 +43 03 22.599784476       15.497   M1V 75 1
162 Kepler-215 Er* 19 39 53.6402937048 +45 12 49.220709192   14.273 13.736 13.636   G3 85 0
163 Kepler-616 Ro* 19 39 57.3953007264 +46 50 18.045841308           ~ 50 0
164 Kepler-142 Er* 19 40 28.5407018232 +48 28 52.654331856   14.101 13.318 13.177   ~ 73 0
165 Kepler-197 PM* 19 40 54.3398888544 +50 33 32.423445180   12.42 11.78 11.800   F5 106 0
166 Kepler-487 Ro* 19 41 08.9282369832 +41 13 19.055345232   15.89 14.84 15.60 14.39 ~ 87 1
167 Kepler-218 Er* 19 41 39.0786751032 +46 15 59.364727092   14.981 14.076 13.943   G8IV 75 0
168 Kepler-365 Er* 19 42 30.3417490536 +49 07 49.456971480   15.499 14.758 14.535   G3 39 0
169 Kepler-292 Er* 19 43 03.8774957880 +42 25 27.449661468       16.191   ~ 66 0
170 Kepler-1987 EB* 19 43 18.1226544696 +42 56 36.200652936       15.545   ~ 44 0
171 Kepler-255 Ro* 19 44 15.4216915944 +45 58 36.604526628           ~ 50 0
172 Kepler-80 Er* 19 44 27.0200680656 +39 58 43.594100688   16.303 15.201 14.866   M0V 177 1
173 Kepler-228 Er* 19 45 08.6682832944 +48 13 28.801638660   16.756 15.909 15.908   ~ 48 0
174 Kepler-394 Er* 19 45 12.4696067592 +50 40 20.377282656   15.397 14.912 14.807   G2 47 0
175 Kepler-58 Ro* 19 45 26.0755073736 +39 06 54.729120168           ~ 71 1
176 Kepler-1641 Ro* 19 45 26.2653425016 +41 34 28.330069800           ~ 26 0
177 Kepler-51 Er* 19 45 55.1428629456 +49 56 15.650520684       14.829   G4 165 1
178 Kepler-251 Er* 19 46 15.8967097200 +44 06 21.118869360   16.244 15.274 15.233   ~ 62 0
179 Kepler-221 Er* 19 46 37.1434561728 +46 50 06.841651128   14.853 14.017 13.778   G5 97 0
180 Kepler-171 Er* 19 47 05.2538906928 +41 45 19.990096812   16.030 15.066 15.079   ~ 68 0
181 Kepler-361 Ro* 19 47 12.8310299328 +46 44 28.177960740           F2 45 0
182 Kepler-249 Er* 19 47 56.4240903816 +43 39 30.701898792   17.879 16.399 15.763   M2V 72 0
183 Kepler-107 Er* 19 48 06.7734610824 +48 12 30.964175676   13.330 12.639 12.448   ~ 116 0
184 Kepler-203 Er* 19 48 21.5923608240 +41 23 16.986023880   14.884 14.107 13.965   G1 78 0
185 Kepler-11e Pl 19 48 27.6226218768 +41 54 32.903163504           ~ 134 1
186 Kepler-11 Er* 19 48 27.6226218768 +41 54 32.903163504   14.635 13.838 13.742   G2V 377 1
187 Kepler-11g Pl 19 48 27.6226218768 +41 54 32.903163504           ~ 85 1
188 Kepler-11d Pl 19 48 27.6226218768 +41 54 32.903163504           ~ 131 1
189 Kepler-11f Pl 19 48 27.6226218768 +41 54 32.903163504           ~ 139 1
190 Kepler-11c Pl 19 48 27.6226218768 +41 54 32.903163504           ~ 119 1
191 Kepler-11b Pl 19 48 27.6226218768 +41 54 32.903163504           ~ 159 1
192 Kepler-257 Er* 19 49 15.8351019120 +46 01 23.748065328   16.816 15.842 15.297   ~ 53 0
193 Kepler-89 Ro* 19 49 19.9343204784 +41 53 28.006017936           ~ 175 1
194 KOI-3444 EB* 19 49 43.0119689616 +40 33 42.864706116           M1V 45 0
195 Kepler-1669 Er* 19 49 43.2898023480 +39 50 52.286652420       15.970   M0V 49 0
196 Kepler-913 Ro* 19 50 19.9442154528 +41 57 08.617246272           ~ 36 0
197 Kepler-865 Ro* 19 50 53.8258171368 +43 31 38.763409476           ~ 33 0
198 Kepler-32 Er* 19 51 22.1744302704 +46 34 27.390583380       15.563   M1V 119 1
199 Kepler-87 Ro* 19 51 40.0490199888 +46 57 54.425250252           F9 71 2
200 Kepler-1666 Ro* 19 51 48.3843497256 +46 15 52.966262448           ~ 34 0
201 Kepler-18 Er* 19 52 19.0688312520 +44 44 46.807928916   14.750 13.767 13.93   ~ 146 1
202 Kepler-84 Er* 19 53 00.4851863233 +40 29 45.947737759       14.804   ~ 76 1
203 Kepler-313 Ro* 19 53 10.7791304160 +48 46 31.600287948           ~ 44 0
204 Kepler-223 Er* 19 53 16.4202435936 +47 16 46.308434088   16.209 15.570 15.78   ~ 192 1
205 Kepler-186 Er* 19 54 36.6535147488 +43 57 18.025920324   16.731 15.290 14.833   M1V 151 0
206 Kepler-445 PM* 19 54 56.6592332856 +46 29 54.793640508   19.2   17.1   M4V 50 0
207 Kepler-272 Ro* 19 56 30.6090734448 +47 35 37.816201464           G6 56 0
208 Kepler-48 Er* 19 56 33.4161659688 +40 56 56.496876216   14.253 13.331 13.054   K0V 123 1
209 Kepler-305 Er* 19 56 53.8365433512 +40 20 35.445181812       15.715   ~ 75 0
210 Kepler-399 Ro* 19 58 00.4156023312 +40 40 14.889229896           ~ 56 0
211 Kepler-267 Er* 19 59 19.2924878040 +47 09 26.896687236           M1V 58 0
212 Kepler-352 Ro* 19 59 35.1690264624 +46 03 07.162514676           ~ 62 0
213 Kepler-1802 Er* 20 00 58.12944 +44 08 29.0364       15.82   ~ 39 0
214 Kepler-1921 EB* 20 01 15.8879662248 +45 29 43.402460460           F6IV 41 0
215 Kepler-1518 Ro* 20 01 19.7713468080 +44 59 10.114239516           F0 30 1
216 Kepler-79 Er* 20 02 04.1057010912 +44 22 53.646047436   14.55 13.98 14.00   F5 136 1
217 Kepler-106 Er* 20 03 27.3499329384 +44 20 15.191981988   13.592 12.963 12.817   G1 94 0

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