2025A&A...699A.242P


Query : 2025A&A...699A.242P

2025A&A...699A.242P - Astronomy and Astrophysics, volume 699A242 (2025/7-1)

Enhancing the detection of low-energy M dwarf flares: Wavelet-based denoising of CHEOPS data.

POYATOS J., FORS O., GOMEZ CAMA J.M. and RIBAS I.

Abstract (from CDS):

Context. Stellar flares are powerful bursts of electromagnetic radiation that are triggered by magnetic reconnection in the chromosphere of stars. They occur frequently and intensely on active M dwarfs. While missions such as TESS and Kepler have studied regular and superflares, their detection of flares with energies below 1030 erg remains incomplete. An extension of flare studies to include these low-energy events could enhance flare formation models and provide insight into their impact on exoplanetary atmospheres.
Aims. This study investigates the capacity of CHEOPS to detect low-energy flares in M dwarf light curves. Using the high photometric precision and observing cadence of CHEOPS, along with a tailored wavelet-based denoising algorithm, we improved the detection completeness and refined flare statistics for low-energy events.
Methods. We conducted a flare injection and recovery process to optimise the denoising parameters, applied it to the CHEOPS light curves to maximise flare detection rates, and used a flare-breakdown algorithm to analyse complex structures.
Results. Our analysis recovered 291 flares with energies ranging from 3.7 × 1026 to 8.9 × 1030 erg for 62 M dwarfs, about 42% of which exhibited complex, multi-peaked structures. The denoising algorithm improved the flare recovery by ∼ 35%, although it marginally extended the lower boundary of detectable energies. For the full sample, the power-law index α was 1.99 ± 0.10, but a log-normal distribution fitted better. This suggests multiple possible flare-formation scenarios.
Conclusions. While the observing mode of CHEOPS is not ideal for large-scale surveys, it captures weaker flares than TESS and Kepler, and thus extends the observed energy range. Wavelet-based denoising enhances the recovery of low-energy events, which enables us to explore the micro-flaring regime. The expansion of low-energy flare observations could refine flare-generation models and improve our understanding of their role in star-planet interactions.

Abstract Copyright: © The Authors 2025

Journal keyword(s): magnetic reconnection - instrumentation: detectors - methods: data analysis - stars: activity - stars: flare - stars: low-mass

Errata: erratum vol. 705, art. C2 (2026)

Simbad objects: 112

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Number of rows : 112
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 BD+44 4548 PM* 00 05 10.8891989003 +45 47 11.641457986   11.45   9.2   M2Ve 187 0
2 HD 225213 PM* 00 05 24.4284351777 -37 21 26.507931505 11.074 10.022 8.562 7.589 6.432 M2V 229 0
3 G 32-5 PM* 00 15 49.2423147549 +13 33 22.316274483   14.0 12.600 12.296 10.04 M4V 86 0
4 HD 1326 PM* 00 18 22.8849799680 +44 01 22.637951588   9.61 8.14 7.3   M2V 602 0
5 Wolf 1056 PM* 00 38 59.0443396237 +30 36 58.387586417   12.60   10.6   M2.5V 118 0
6 Wolf 44 PM* 01 01 20.0492200601 +61 21 56.681648637   12.26 10.87     M2.0V 111 1
7 BD+61 195 PM* 01 02 38.8680626986 +62 20 42.175257431   11.439   8.7   M1.5V 285 0
8 V* YZ Cet PM* 01 12 30.6368826382 -16 59 56.358011559 15.315 13.885 12.074 10.696 8.938 M4.0Ve 335 0
9 G 272-61 ** 01 39 01.452936 -17 57 02.04516   13.93 12.08 11.782 8.93 M5.5V+M6V 78 0
10 G 3-14 PM* 01 43 20.1790598651 +04 19 17.959793419 13.64 12.45 10.915 9.879 8.614 M2V 177 0
11 V* TZ Ari PM* 02 00 12.9563198327 +13 03 07.000569241 15.406 14.100 12.298 10.943 9.195 M4.5V 325 0
12 V* BX Cet BY* 02 36 15.2668724487 +06 52 17.915599626   13.28   11.405   M3.5V 219 1
13 MCC 424 PM* 03 41 37.2773263104 +55 13 06.830985108 15.431     10.794   M0.0Ve 60 0
14 MCC 428 PM* 03 43 45.2472000220 +16 40 02.166682565 13.476 12.265 10.763 9.78 8.681 M0V 96 0
15 HD 285968 PM* 04 42 55.7750207949 +18 57 29.395947044 12.668 11.49 9.951 8.931 7.702 M2.5V 391 2
16 L 736-30 PM* 04 53 49.9799226169 -17 46 24.309265602 13.598 12.443 10.894 9.876 8.671 M3V 142 0
17 G 191-15 PM* 04 58 45.9907523546 +50 56 37.765779142   12.39   10.1   M1.0V 70 0
18 LP 656-38 PM* 05 01 57.4261317472 -06 56 46.376281497   13.92 12.196 11.791 9.175 M4.0Ve 188 0
19 BD+52 911 PM* 05 03 23.9019726858 +53 07 42.484047461   11.789 10.059 9.08 8.11 M0.5V 108 0
20 HD 36395 PM* 05 31 27.3957852161 -03 40 38.024004501 10.626 9.443 7.968 6.996 5.913 M1.5Ve 574 0
21 HD 233153 PM* 05 41 30.7306794471 +53 29 23.290604578   11.31   9.343   M1.0V 209 0
22 Ross 47 BY* 05 42 09.2676872099 +12 29 21.604835564 14.264 13.130 11.509 10.298 8.709 M4V 304 0
23 G 192-11 PM* 05 59 37.7519624928 +58 35 34.842646248       9.81   M0.0V 73 1
24 G 99-49 PM* 06 00 03.5042217306 +02 42 23.592579736   12.97 11.31 10.92 8.43 M3.5Ve 170 0
25 PM J06035+1531 PM* 06 03 34.8154820646 +15 31 30.611510895   11.96 10.877 10.387   M0.5V 16 0
26 HD 42581 PM* 06 10 34.6149358167 -21 51 52.656352926 10.801 9.607 8.125 7.164 6.121 M1V 544 0
27 StKM 1-587 PM* 06 14 42.4169905224 +47 27 34.599538836   12.86 11.428 11.012   M0.5V 22 0
28 LF 8 +13 265 PM* 06 19 29.4971469624 +13 57 02.965251204   12.03 10.708 10.171   M0.5V 24 0
29 HD 50281B ** 06 52 18.0415140183 -05 11 24.042331473   11.47 10.05 9.870   M2.5V 140 0
30 HD 265866 PM* 06 54 48.9580633365 +33 16 05.438282419   11.47   9.650   M3V 277 0
31 BD+33 1505 PM* 07 19 31.2746924218 +32 49 48.339033877   10.58   9.513   M0V 109 0
32 BD+05 1668 PM* 07 27 24.4989685603 +05 13 32.841491057 12.558 11.443 9.872 8.699 7.161 M3.5V 477 0
33 V* VV Lyn Er* 07 31 57.71727 +36 13 09.7937   13.42   10.205   M2.5V 131 0
34 BD-02 2198 SB* 07 36 07.0735561631 -03 06 38.741979616 12.551 11.347 9.871 8.925 7.891 M1.0V 87 0
35 G 111-47 PM* 07 58 12.7020660564 +41 18 13.314829358   13.67 13.912 11.698   M3.5V 125 0
36 G 113-20 PM* 08 16 07.9813123847 +01 18 09.265205331 12.824 11.63 10.091 9.071 7.851 M2.0V 163 0
37 L 675-81 Pe* 08 40 59.2057867166 -23 27 22.592748045   13.2 11.975 11.637 9.37 M3.5V 180 1
38 BD+02 2098 PM* 08 55 07.6217256509 +01 32 47.415143239 12.642 11.30 9.997 9.072 8.204 M0V 125 1
39 G 234-57 ** 09 13 23.849448 +68 52 30.70416   12.767 11.168 10.760   M2.5Ve 50 0
40 HD 79211 PM* 09 14 24.6828466599 +52 41 10.902471910   7.966   6.8   M0V 341 0
41 G 48-20 PM* 09 30 44.5853914894 +00 19 21.593852255 14.533 13.298 11.710 10.583 9.127 M3.5V 124 0
42 MCC 549 SB* 09 36 15.9140989032 +37 31 45.511923504   12.75 11.015 10.539   M0.0V 66 0
43 CD-40 5404 ** 09 39 46.3687964591 -41 04 03.204421513 13.395 12.215 10.694 9.617 8.231 M3V 132 0
44 BPM 73679 PM* 09 53 51.7025563584 -07 20 08.062425996   12.35 10.774 10.341 9.061 M0.5V 20 0
45 MCC 568 ** 10 12 04.6719766322 -02 41 05.170732851 13.415 12.205 10.629 9.581 8.303 M2.5V 116 0
46 BD-03 2870 PM* 10 12 17.6682499584 -03 44 44.392042932 11.941 10.757 9.264 8.258 7.066 M2V 283 1
47 V* AD Leo PM* 10 19 36.2808181226 +19 52 12.010446571   10.82 9.52 9.19   dM3 1469 1
48 G 55-35 PM* 10 39 40.5638632278 -06 55 25.507022782 13.939 12.79 11.281 10.244 8.961 dM2.5 104 0
49 Wolf 358 BY* 10 50 52.0312380389 +06 48 29.259617410 14.532 13.319 11.675 10.459 8.889 M4V 298 0
50 Ross 104 PM* 11 00 04.2570074282 +22 49 58.645009946 12.826 11.584 10.020 8.952 7.646 M4V 222 0
51 HD 95735 PM* 11 03 20.1948195942 +35 58 11.576182057 10.030 8.960 7.520 5.99 4.79 M2+V 795 0
52 StKM 1-928 * 11 12 38.9713844304 +18 56 05.433508752   12.19 10.85     dM1.5 63 0
53 HD 304043 PM* 11 16 00.2044524847 -57 32 51.575090628 13.666 12.848 11.516 10.497 9.132 M3.5V 77 1
54 LP 672-42 PM* 11 30 41.8255691610 -08 05 42.989331704 14.764 13.558 12.010 10.893 9.45 M3.0V 61 0
55 CD-31 9113 PM* 11 35 26.9477670462 -32 32 23.884215079 12.508 11.322 9.813 8.821 7.664 M2V 188 1
56 Ross 1003 PM* 11 41 44.6358403057 +42 45 07.102117090   13.36 13.795 11.524 9.18 M4.0V 172 1
57 Ross 905 PM* 11 42 11.0933350978 +26 42 23.650782778   12.06 10.613 10.272 8.24 M3V 750 1
58 LP 375-23 MS* 11 42 18.3739352064 +23 01 36.672243672   12.46 11.41 11.146   M0.5V 53 0
59 Ross 128 PM* 11 47 44.3972681420 +00 48 16.400337591 14.223 12.905 11.153 9.859 8.184 dM4 484 0
60 BD+36 2219 LM* 11 51 07.3365505565 +35 16 19.248218463   11.30 9.802 9.420 7.64 M1.5V 210 0
61 BD+29 2279 PM* 12 19 24.0910163177 +28 22 56.537146620   10.705   9.8   M0.5V 116 0
62 BD+13 2618 RS* 13 00 46.5566863405 +12 22 32.677229903 12.314 11.233 9.750 8.785 7.653 M0V 383 1
63 BD+11 2576 PM* 13 29 59.7858994351 +10 22 37.784532575 11.728 10.524 9.029 8.07 7.013 M1.0V 313 0
64 V* DG CVn ** 13 31 46.6246175093 +29 16 36.681048898   12.90 12.02 10.77 9.15 M4Ve 135 0
65 BD+46 1889 ** 13 39 24.1022767773 +46 11 11.363133111       9.800   M1.0V 106 0
66 HD 119850 PM* 13 45 43.7755597223 +14 53 29.471707437 10.989 9.894 8.50 7.465 6.363 M2V 402 0
67 HD 122303 PM* 14 01 03.1882316643 -02 39 17.519814662 12.343 11.177 9.707 8.745 7.66 M0V 204 0
68 MCC 150 PM* 14 02 19.6247554224 +13 41 22.688339712 13.34 12.098 10.636 9.691 8.678 M1V 75 0
69 BD+16 2658 PM* 14 29 29.6973782867 +15 31 57.501338204 13.385 12.176 10.676 9.674 8.467 M2/3V 158 0
70 NAME Proxima Centauri PM* 14 29 42.9461331854 -62 40 46.164680672 14.21 12.95 11.13 9.45 7.41 M5.5Ve 1483 0
71 BD+16 2708 PM* 14 54 29.2361840107 +16 06 03.797990080 12.86 11.686 10.150 9.116 7.872 M3V 305 1
72 BD-07 4003 BY* 15 19 26.8269387505 -07 43 20.189497466 13.403 11.76 10.560 9.461 8.911 M3V 717 2
73 CD-40 9712 PM* 15 32 12.9323109019 -41 16 32.130433884 11.918 10.815 9.311 8.265 6.947 M2.5V 159 0
74 BD-07 4156 PM* 15 59 53.3816776104 -08 15 11.540253528 13.197 11.999 10.487 9.497 8.365 M1V 104 0
75 G 168-31 PM* 16 06 13.6180742581 +29 01 55.669453656   13.21 11.906 11.495   M2.0V 38 0
76 LP 804-27 PM* 16 12 41.7794090112 -18 52 31.811741544 14.015 12.88 11.372 10.289 9.37 M3V 85 1
77 BD-12 4523 BY* 16 30 18.0583947383 -12 39 45.321217732 12.829 11.638 10.072 8.917 7.421 M3V 365 0
78 HD 152751 ** 16 55 28.7575690 -08 20 10.787849 11.647 10.593 9.023 7.937 6.565 M3.5Ve 547 1
79 BD+25 3173 PM* 16 58 08.8496107083 +25 44 38.974052855 12.342 11.139 9.655 8.685 7.602 M2V 273 1
80 HD 154363B PM* 17 05 13.7795704153 -05 05 39.246739252 12.571 11.486 10.071 9.101 7.958 M1.5V 197 0
81 BD+19 3268 ** 17 15 50.098752 +19 00 00.13608   11.858 10.370 9.864   M0.5V 45 0
82 CD-46 11540 LM* 17 28 39.9455781571 -46 53 42.688095874 12.177 10.973 9.407 8.337 7.006 M3V 300 1
83 CD-51 10924 PM* 17 30 11.2044753442 -51 38 13.130309109 12.317 11.028 9.585 8.675 8.60 M0V 142 1
84 BD+18 3421 PM* 17 37 53.3468417549 +18 35 30.164096453 12.315 11.109 9.577 8.599 7.525 M1.5V 257 0
85 NAME Barnard's star BY* 17 57 48.4984700685 +04 41 36.113879676 12.497 11.24 9.511 8.298 6.741 M4V 907 2
86 HD 165222 PM* 18 05 07.5787518746 -03 01 52.749184670 12.09 10.878 9.360 8.385 7.304 M0V 268 0
87 * alf Lyr dS* 18 36 56.33635 +38 47 01.2802 0.03 0.03 0.03 0.07 0.10 A0V 2787 1
88 HD 229793 PM* 18 51 51.1834439836 +16 34 59.817780551 12.787 11.585 10.104 9.174 8.23 M0V 90 0
89 HD 176029 PM* 18 58 00.1362313720 +05 54 29.240711762 11.888 10.673 9.217 8.286 7.31 M1.0V 186 0
90 BD+07 3922 PM* 18 59 38.6064817192 +07 59 14.117881489       10.368   M0.5V 48 0
91 Ross 730 PM* 19 07 05.5646181264 +20 53 16.940417573 13.54 12.397 10.774 9.745 8.543 M2.0V 191 0
92 Ross 733 PM* 19 14 39.1588795340 +19 19 03.730373117 13.861 12.964 11.536 10.445 9.012 M4.5V 73 1
93 HD 180617 PM* 19 16 55.2565688720 +05 10 08.040554168 11.768 10.63 9.115 8.076 6.782 M3-V 475 0
94 G 208-42 PM* 19 51 09.3205973189 +46 29 00.213809780   14.47   12.544   M4.0Ve 235 0
95 LP 574-21 SB* 20 10 34.4436268320 +06 32 13.907877540   13.36 12.318 11.817 9.451 M4V 45 0
96 V* AT Mic B PM* 20 41 51.1602483321 -32 26 10.230816719   12.64 11.34 10.79   M4.5Ve 95 0
97 HD 197481 BY* 20 45 09.5324974119 -31 20 27.237889841   10.05 8.627 9.078 6.593 M1VeBa1 1344 0
98 Wolf 906 PM* 21 01 58.6411604621 -06 19 07.472265720 13.883 12.748 11.276 10.912 8.86 M2.5V 110 0
99 HD 204961 PM* 21 33 33.9751191976 -49 00 32.399427028 11.359 10.176 8.672 7.665 6.479 M1.5V 336 1
100 LSPM J2146+3813 PM* 21 46 22.0724658744 +38 13 04.977309828   13.3   11.867   M5V 69 0
101 CD-51 13128 PM* 21 57 41.2035635911 -51 00 22.237732006 12.968 12.008 10.487 9.416 8.101 M2Ve 105 0
102 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
103 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
104 G 214-14 PM* 22 11 16.9511006544 +41 00 54.834301230       10.559   M0.0V 44 0
105 Wolf 1225 ** 22 23 29.09743 +32 27 33.9152       10.26   M3.0V 111 0
106 BD+18 5029 PM* 22 41 35.0196328920 +18 49 27.431843052       10.272   M0V 49 0
107 V* EV Lac PM* 22 46 49.7312610268 +44 20 02.374381562   11.85 10.26 9.89   M4.0Ve 993 2
108 BD-15 6290 BY* 22 53 16.7325836486 -14 15 49.304052185 12.928 11.749 10.192 9.013 7.462 M3.5V 1106 1
109 HD 216899 PM* 22 56 34.8046530863 +16 33 12.355636588 11.323 10.143 8.638 7.657 6.542 M1.5V 335 0
110 BD+19 5116 ** 23 31 52.17898 +19 56 14.1505 12.737 11.749 10.165 8.982 7.446 M3.5V 469 0
111 Ross 248 BY* 23 41 55.0363002516 +44 10 38.818911116   14.19   11.1   M5.0V 361 0
112 V* BR Psc BY* 23 49 12.5250852078 +02 24 04.405476893 11.532 10.427 8.993 8.029 6.946 dM1 370 0

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