2023AJ....165..114Z


Query : 2023AJ....165..114Z

2023AJ....165..114Z - Astron. J., 165, 114 (2023/March-0)

The Breakthrough Listen Search for Intelligent Life: A Laser Search Pipeline for the Automated Planet Finder.

ZUCKERMAN A., KO Z., ISAACSON H., CROFT S., PRICE D., LEBOFSKY M. and SIEMION A.

Abstract (from CDS):

The Search for Extraterrestrial Intelligence has traditionally been conducted at radio wavelengths, but optical searches are well-motivated and increasingly feasible due to the growing availability of high-resolution spectroscopy. We present a data analysis pipeline to search Automated Planet Finder (APF) spectroscopic observations from the Levy Spectrometer for intense, persistent, narrow-bandwidth optical lasers. We describe the processing of the spectra, the laser search algorithm, and the results of our laser search on 1983 spectra of 388 stars as part of the Breakthrough Listen search for technosignatures. We utilize an empirical spectra-matching algorithm called SpecMatch-Emp to produce residuals between each target spectrum and a set of best-matching catalog spectra, which provides the basis for a more sensitive search than previously possible. We verify that SpecMatch-Emp performs well on APF-Levy spectra by calibrating the stellar properties derived by the algorithm against the SpecMatch-Emp library and against Gaia catalog values. We leverage our unique observing strategy, which produces multiple spectra of each target per night of observing, to increase our detection sensitivity by programmatically rejecting events that do not persist between observations. With our laser search algorithm, we achieve a sensitivity equivalent to the ability to detect an 84 kW laser at the median distance of a star in our data set (78.5 ly). We present the methodology and vetting of our laser search, finding no convincing candidates consistent with potential laser emission in our target sample.

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

Journal keyword(s): Search for extraterrestrial intelligence - Technosignatures - Stellar spectral lines - Astrobiology - Stellar classification - High-resolution spectroscopy

VizieR on-line data: <Available at CDS (J/AJ/165/114): table3.dat table4.dat>

Simbad objects: 76

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Number of rows : 76
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 * 23 And PM* 00 13 30.8399867400 +41 02 07.335805740   6.03   5.5   F0IV 77 0
2 BD-11 192 PM* 01 02 21.1341944376 -10 25 25.892784984 12.637 11.389 9.993 9.131 8.348 M0V 71 0
3 HD 6101 ** 01 02 24.5531926356 +05 03 41.608565086 10.018 9.175 8.131 7.516 6.971 K2V 82 0
4 Ross 318 PM* 01 02 32.2354294685 +71 40 47.336260174   11.736   9.1   M3.0V 192 0
5 BD+61 195 PM* 01 02 38.8680626986 +62 20 42.175257431   11.439   8.7   M1.5V 285 0
6 V* V966 Cas BY* 01 02 57.2227680888 +69 13 37.428340368 8.71 8.42 7.67 7.07 6.66 G5V 69 0
7 HD 10301 * 01 39 54.4904667480 -40 42 39.262561128   11.07 9.81     K2(III) 13 0
8 * gam Tri PM* 02 17 18.8672733581 +33 50 49.908545398   4.02 4.00   4.05 A1Vnn 213 0
9 HD 18143A PM* 02 55 39.0594192621 +26 52 23.574873795   8.73 7.68     K2IV 146 0
10 * c Tau BS? 04 38 09.4618938672 +12 30 39.013056648 4.52 4.39 4.27 4.13 4.08 A6V 207 0
11 * sig01 Tau SB* 04 39 09.2232260856 +15 47 59.411241672   5.201 5.076     kA4hA5mA7 96 0
12 * sig02 Tau PM* 04 39 16.5021952740 +15 55 04.711098316   4.842 4.665     A5Vn 154 0
13 HD 30034 PM* 04 44 25.8285113424 +11 08 46.083452208   5.638 5.379 5.230 5.082 F0V 140 0
14 * 4 Cam ** 04 48 00.2729226024 +56 45 25.836947712   5.519 5.275 5.1 5.08 A3m 85 0
15 HD 29678 PM* 04 48 50.3531666856 +75 56 28.391593380   6.225 5.952     A9IV 50 0
16 V* DP Cam EB* 04 50 25.0905600144 +63 19 58.608761340       8.9   K4 38 0
17 HD 30973 PM* 04 53 04.7307572568 +22 14 06.602483616       8.2   K3V 36 0
18 * pi.01 Ori PM* 04 54 53.7280989194 +10 09 03.003446941   4.723 4.648     A0Va_lB 268 0
19 BD+49 1280 PM* 04 58 50.5747640328 +49 50 57.433739964   11.6   9.373   M0.0V 106 0
20 * ome Aur PM* 04 59 15.4093630440 +37 53 24.881188776   5.01 5.00     A1V 143 0
21 V* AF Lep RS* 05 27 04.7633281608 -11 54 03.466002240   6.832 6.295     F8V(n)k: 285 0
22 G 222-11 PM* 06 10 19.8468098360 +82 06 24.318574744   12.214   9.5   M2.5V 145 0
23 HD 42250 PM* 06 16 02.6804318620 +70 46 53.669907399   8.20   6.9   G9V 105 0
24 * 37 Lyn PM* 09 20 43.7610493776 +51 15 57.830201856 6.470 6.530 6.110     F3V 58 0
25 HD 84705 Em* 09 46 53.9344425360 -04 17 53.037908592   9.33 8.67     G3V 37 0
26 * 20 LMi PM* 10 01 00.6568762394 +31 55 25.213014837   6.05 5.37 4.9   G3VaHdel1 430 0
27 HD 86972 PM* 10 01 37.2947549568 -15 25 29.225338824   9.66 8.64     K3+Vk: 36 0
28 * lam UMa PM* 10 17 05.7792565752 +42 54 51.889698684 3.54 3.48 3.45 3.37 3.38 A1IV 198 0
29 * 39 Leo PM* 10 17 14.5383472150 +23 06 22.384190401 6.27 6.32 5.82 5.34 5.07 F6V 219 0
30 HD 89221 PM* 10 18 32.8150740576 +43 02 54.395647836 8.110 7.430 6.530     G5 27 0
31 HD 89571 ** 10 29 41.6296586538 +84 15 06.948854815 5.800 5.740 5.510     A9V 42 0
32 * 36 UMa PM* 10 30 37.5792656400 +55 58 49.939689252       4.5   F8V 351 1
33 HD 90089 PM* 10 31 04.7079248136 +82 33 31.146280416   5.622 5.252     F4VkF2mF2 155 0
34 HD 90343 PM* 10 35 11.2693794192 +84 23 57.556462200   8.09 7.29     K0 68 0
35 HD 91889 PM* 10 36 32.3819362122 -12 13 48.440040258   6.22 5.71     F8V 196 0
36 * 33 Sex PM* 10 41 24.1859419344 -01 44 29.371097184   7.145 6.250     G9IV 182 0
37 BD+65 902 MS* 12 48 44.3726123832 +64 51 19.147528800   10.16 9.53     G5 50 0
38 * 61 Vir PM* 13 18 24.3139864471 -18 18 40.297748582 5.710 5.440 4.740     G6.5V 742 1
39 BD+35 2436 SB* 13 19 33.5917749072 +35 06 36.633476662       8.6   M1V 111 0
40 HD 121560 PM* 13 55 49.9935853152 +14 03 23.407899444   6.66   5.9   F6V 148 0
41 HD 137778 PM* 15 28 12.2109478065 -09 21 28.304504001 9.114 8.449 7.532 7.031 6.609 K1V 132 0
42 HD 238700 PM* 17 27 20.8891677600 +58 12 50.532453360   10.25 9.56     G0 16 0
43 BD+64 1208 PM* 17 35 24.4674304416 +64 22 49.627436556   9.37 8.72     G0 21 0
44 HD 190067 PM* 20 02 34.1553139987 +15 35 31.468310729 8.098 7.854 7.115 6.696 6.304 K0VFe-0.9 151 0
45 GSC 03162-00665 Er* 20 06 15.4526521026 +44 27 24.790869158   12.82 12.01 11.75   F3V 159 0
46 HD 193664 PM* 20 17 31.3281112685 +66 51 13.280468798   6.51   5.6   G3V 212 0
47 BD+33 3936 PM* 20 31 32.0718640320 +33 46 33.134277540   10.31 9.20     K4V 67 0
48 HD 203040 PM* 21 20 13.8213371190 -19 51 08.223845338 11.706 10.452 9.086 8.244 7.497 K6.5Vk 79 0
49 * 18 Aqr PM* 21 24 11.4918118944 -12 52 41.192273892   5.758 5.476     F0V 56 0
50 HD 204153 PM* 21 25 19.5488561064 +46 42 51.628763376   5.907 5.580 5.4   F0V 76 0
51 V* IK Peg dS* 21 26 26.6611049976 +19 22 32.310190344   6.294 6.064     kA6hA9mF0+DA 204 0
52 Wolf 920 PM* 21 27 16.8569438680 -06 50 39.378844299 13.825 12.629 11.085 10.123 9.112 M0V 51 0
53 HD 205434 PM* 21 33 01.0681034690 +62 00 08.829064663       8.6   K4 40 0
54 * rho Cyg PM* 21 33 58.8530450102 +45 35 30.620055459 5.47 4.91 4.02 3.31 2.81 G8IIIFe-0.5 211 0
55 V* NZ Peg RR? 21 39 01.1887179552 +20 15 55.623301164   6.065 5.762     F1Vnn 76 0
56 BD+40 4631 PM* 21 44 29.9617171536 +41 35 50.864578188   11.11 9.674 9.231   K8V 57 0
57 V* HN Peg BY* 21 44 31.3299461136 +14 46 18.983292600       6.16   G0V+ 561 0
58 * 13 Peg ** 21 50 08.6568907687 +17 17 08.501297234   5.717 5.336     F2III-IV 152 0
59 * 15 Peg PM* 21 52 29.9168018496 +28 47 36.750679764 5.82 5.95 5.53     F2V 250 0
60 HD 208038 PM* 21 53 05.3532467280 +20 55 49.871111232 9.734 9.078 8.148 7.638 7.18 K2.5V 78 0
61 * mu. Cap PM* 21 53 17.7704445429 -13 33 06.366703913   5.45 5.08     F2V 112 0
62 G 215-20 PM* 21 53 59.0017826054 +41 46 44.476645172   11.68   9.846   M0.5V 82 0
63 HD 208313 BY* 21 54 45.0393081915 +32 19 42.840436429   8.69   7.1   K1 116 0
64 HD 208801 PM* 21 58 54.9854214456 -04 22 23.191421052   7.22 6.22     G8/K0III 104 1
65 HD 209290 PM* 22 02 10.2750978279 +01 24 00.832158070 11.838 10.616 9.146 8.213 7.245 M0.5V 285 0
66 HD 210277 PM* 22 09 29.8657847411 -07 32 55.162082226   8.85 8.57 7.36   G8V 366 1
67 BD-05 5715 PM* 22 09 40.3443137051 -04 38 26.650757960 13.006 11.868 10.366 9.279 7.877 M3.5V 332 1
68 * tet Peg PM* 22 10 11.9886121211 +06 11 52.517717538 3.72 3.62 3.55 3.50 3.46 A1Va 194 0
69 HD 210884 PM* 22 10 38.7894437040 +70 07 57.268863804   5.88 5.52     F2V 53 0
70 Ross 271 PM* 22 11 30.0941051758 +18 25 34.304669630 12.852 11.737 10.232 9.204 7.965 M2V 129 0
71 Wolf 1014 PM* 22 12 35.9448323372 +08 33 11.611207118 14.713 13.545 11.982 10.913 9.581 M3.0V 88 0
72 HD 211038 PM* 22 14 38.2200242135 -15 49 06.713963189   7.44 6.54     G9.5IV-V 107 0
73 * eps Cep SB* 22 15 02.1972987635 +57 02 36.846735569   4.47   4.0   F0V(Sr) 237 0
74 HD 211472 BY* 22 15 54.1384992984 +54 40 22.406647980   8.33   7.0   K1V 111 0
75 * 6 And SB* 23 10 27.2411998176 +43 32 38.534035632   6.38   5.6   F5V 126 0
76 HD 223374 PM* 23 49 01.1602834344 +03 10 52.215726936   9.31 8.41     K2.5V 42 0

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