Beyond the Nyquist frequency

Liagre BRB, García RA, Mathur S, Pinsonneault MH, Serenelli A, Zinn JC, Cao K, Godoy-Rivera D, Tayar J, Beck PG, Grossmann DH, Palakkatharappil DB. 2025. Beyond the Nyquist frequency. Astronomy & Astrophysics. 702, A144.

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Author
Liagre, Bastien Raymond BernardISTA; García, R. A.; Mathur, S.; Pinsonneault, M. H.; Serenelli, A.; Zinn, J. C.; Cao, K.; Godoy-Rivera, D.; Tayar, J.; Beck, P. G.; Grossmann, D. H.; Palakkatharappil, D. B.
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Abstract
Subgiants and early red giants are crucial for studying the first dredge-up, a key evolutionary phase in which the convective envelope deepens, mixing previously interior-processed material and bringing it to the surface. Yet, very few have been seismically characterized with Kepler because their oscillation frequencies are close to the 30 minute sampling frequency of the mission. We developed a new method as part of the new PyA2Z code of identifying super-Nyquist oscillators and inferring their global seismic parameters, νmax and large separation, Δν. Applying PyA2Z to 2065 Kepler targets, we seismically characterize 285 super-Nyquist and 168 close-to-Nyquist stars with masses from 0.8 to 1.6 M⊙. In combination with APOGEE spectroscopy, Gaia spectrophotometry, and stellar models, we derive stellar ages for the sample. There is good agreement between the predicted and actual positions of stars on the HR diagram (luminosity vs. effective temperature) as a function of mass and composition. While the timing of dredge-up is consistent with predictions, the magnitude and mass dependence show discrepancies with models, possibly due to uncertainties in model physics or calibration issues in observed abundance scales.
Publishing Year
Date Published
2025-10-01
Journal Title
Astronomy & Astrophysics
Publisher
EDP Sciences
Acknowledgement
This paper includes data collected by the Kepler mission and obtained from the MAST data archive at the Space Telescope Science Institute (STScI). Funding for the Kepler mission is provided by the NASA Science Mission Directorate. STScI is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS 5–26555. R.A.G. acknowledges the support from the GOLF and PLATO Centre National D’Études Spatiales grants. S.M. acknowledges support by the Spanish Ministry of Science and Innovation with the grant number PID2019-107061GB-C66, and through AEI under the Severo Ochoa Centres of Excellence Programme 2020–2023 (CEX2019-000920-S). B.L. thanks École Normale Supérieure Paris-Saclay (France) for its stipend that made possible to fund a long stay abroad. SM, DHG, DGR, and RAG acknowledge support from the Spanish Ministry of Science and Innovation with the grant no. PID2023-149439NB-C41. PGB acknowledges support by the Spanish Ministry of Science and Innovation with the Ramón y Cajal fellowship number RYC-2021-033137-I and the number MRR4032204. PGB, DHG, DGR, and RAG acknowledge support from the Spanish Ministry of Science and Innovation with the grant no. PID2023-146453NB-100 (PLAtoSOnG). AS acknowledges support by the Spanish Ministry of Science, Innovation and Universities through the grant PID2023-149918NB-I00 and the program Unidad de Excelencia María de Maeztu CEX2020-001058-M, and Generalitat de Catalunya through grant 2021-SGR-1526. MHP acknowledges support from NASA grant 80NSSC24K0637. MHP acknowledges support from the Fundación Occident and the Instituto de Astrofísica de Canarias under the Visiting Researcher Programme 2022-2025 agreed between both institutions. DGR acknowledges support from the Juan de la Cierva program under contract JDC2022-049054-I. DHG acknowledges the support of a fellowship from “la Caixa” Foundation (ID 100010434). The fellowship code is LCF/BQ/DI23/11990068. Software: AstroPy (Astropy Collaboration 2013, 2018), Matplotlib (Hunter 2007), NumPy (Harris et al. 2020), SciPy (Virtanen et al. 2020)
Volume
702
Article Number
A144
ISSN
eISSN
IST-REx-ID

Cite this

Liagre BRB, García RA, Mathur S, et al. Beyond the Nyquist frequency. Astronomy & Astrophysics. 2025;702. doi:10.1051/0004-6361/202555167
Liagre, B. R. B., García, R. A., Mathur, S., Pinsonneault, M. H., Serenelli, A., Zinn, J. C., … Palakkatharappil, D. B. (2025). Beyond the Nyquist frequency. Astronomy & Astrophysics. EDP Sciences. https://doi.org/10.1051/0004-6361/202555167
Liagre, Bastien Raymond Bernard, R. A. García, S. Mathur, M. H. Pinsonneault, A. Serenelli, J. C. Zinn, K. Cao, et al. “Beyond the Nyquist Frequency.” Astronomy & Astrophysics. EDP Sciences, 2025. https://doi.org/10.1051/0004-6361/202555167.
B. R. B. Liagre et al., “Beyond the Nyquist frequency,” Astronomy & Astrophysics, vol. 702. EDP Sciences, 2025.
Liagre BRB, García RA, Mathur S, Pinsonneault MH, Serenelli A, Zinn JC, Cao K, Godoy-Rivera D, Tayar J, Beck PG, Grossmann DH, Palakkatharappil DB. 2025. Beyond the Nyquist frequency. Astronomy & Astrophysics. 702, A144.
Liagre, Bastien Raymond Bernard, et al. “Beyond the Nyquist Frequency.” Astronomy & Astrophysics, vol. 702, A144, EDP Sciences, 2025, doi:10.1051/0004-6361/202555167.
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