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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