Connecting photometric and spectroscopic granulation signals with CHEOPS and ESPRESSO

methods: data analysis; Sun: granulation; stars: atmospheres; techniques: photometric; techniques: radial velocities; Astrophysics -; Solar and Stellar Astrophysics; Astrophysics - Earth and Planetary; Astrophysics

Abstract :

[en] Context. Stellar granulation generates fluctuations in photometric and spectroscopic data whose properties depend on the stellar type, composition, and evolutionary state. Characterizing granulation is key for understanding stellar atmospheres and detecting planets. Aims: We aim to detect the signatures of stellar granulation, link spectroscopic and photometric signatures of convection for main-sequence stars, and test predictions from 3D hydrodynamic models. Methods: For the first time, we observed two bright stars (Teff = 5833 and 6205 K) with high-precision observations taken simultaneously with CHEOPS and ESPRESSO. We analyzed the properties of the stellar granulation signal in each individual dataset. We compared them to Kepler observations and 3D hydrodynamic models. While isolating the granulation-induced changes by attenuating and filtering the p-mode oscillation signals, we studied the relationship between photometric and spectroscopic observables. Results: The signature of stellar granulation is detected and precisely characterized for the hotter F star in the CHEOPS and ESPRESSO observations. For the cooler G star, we obtain a clear detection in the CHEOPS dataset only. The TESS observations are blind to this stellar signal. Based on CHEOPS observations, we show that the inferred properties of stellar granulation are in agreement with both Kepler observations and hydrodynamic models. Comparing their periodograms, we observe a strong link between spectroscopic and photometric observables. Correlations of this stellar signal in the time domain (flux versus radial velocities, RV) and with specific spectroscopic observables (shape of the cross-correlation functions) are however difficult to isolate due to S/N dependent variations. Conclusions: In the context of the upcoming PLATO mission and the extreme precision RV surveys, a thorough understanding of the properties of the stellar granulation signal is needed. The CHEOPS and ESPRESSO observations pave the way for detailed analyses of this stellar process. Full Table F.1 and a copy of the data are available at the CDS via anonymous ftp to <A href="https://cdsarc.cds.unistra.fr">cdsarc.cds.unistra.fr</A> (ftp://130.79.128.5) or via <A href="https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/670/A24">https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/670/A24</A>

Disciplines :

Space science, astronomy & astrophysics

Author, co-author :

Sulis, S.; Aix-Marseille Universite, Laboratoire d'Astrophysique

Lendl, M.; University of Geneva, Astronomical Observatory

Cegla, H. M.; University of Warwick, UK, University of Warwick, Department of Physics

Rodríguez Díaz, L. F.; Aarhus University, Institute for Physics and Astronomy

Bigot, L.; Laboratoire Universitaire d'Astrophysique de Nice

Van Grootel, Valérie ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > Astrophysique stellaire théorique et astérosismologie

Bekkelien, A.; University of Geneva, Astronomical Observatory

Cameron, A. Collier; Scottish Universities Physics Alliance

Maxted, P. F. L.; Keele University, Department of Physics and Astrophysics

Simon, A. E.; University of Bern, Physics Institute

More authors (76 more)

Language :

English

Title :

Connecting photometric and spectroscopic granulation signals with CHEOPS and ESPRESSO

Publication date :

01 February 2023

Journal title :

Astronomy and Astrophysics

ISSN :

0004-6361

eISSN :

1432-0746

Publisher :

EDP Sciences, Les Ulis, Fr

Volume :

670

Pages :

A24

Peer reviewed :

Peer Reviewed verified by ORBi

Additional URL :

https://ui.adsabs.harvard.edu/abs/2023A&A...670A..24S

Available on ORBi :

since 16 May 2023

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Aigrain, S., Favata, F., & Gilmore, G. 2004, A&A, 414, 1139
Aigrain, S., Pont, F., & Zucker, S. 2012, MNRAS, 419, 3147
Alvan, L., Brun, A. S., & Mathis, S. 2014, A&A, 565, A42
Appourchaux, T., Belkacem, K., Broomhall, A. M., et al. 2010, A&ARv, 18, 197
Appourchaux, T., Boumier, P., Leibacher, J. W., & Corbard, T. 2018, A&A, 617, A108
Asplund, M., Nordlund, A.A, Trampedach, R., Allende Prieto, C., & Stein, R. F. 2000, A&A, 359, 729
Bailer-Jones, C. A. L., Rybizki, J., Fouesneau, M., Demleitner, M., & Andrae, R. 2021, AJ, 161, 147
Ballot, J., Roudier, T., Malherbe, J. M., & Frank, Z. 2021, A&A, 652, A103
Basri, G., Walkowicz, L. M., Batalha, N., et al. 2010, ApJ, 713, L155
Bastien, F. A., Stassun, K. G., Basri, G., & Pepper, J. 2013, Nature, 500, 427
Bastien, F. A., Stassun, K. G., Pepper, J., et al. 2014, AJ, 147, 29
Bastien, F. A., Stassun, K. G., Basri, G., & Pepper, J. 2016, ApJ, 818, 43
Beeck, B., Cameron, R. H., Reiners, A., & Schüssler, M. 2013, A&A, 558, A49
Beeck, B., Schüssler, M., Cameron, R. H., & Reiners, A. 2015, A&A, 581, A43
Benz, W., Broeg, C., Fortier, A., et al. 2021, Exp. Astron., 51, 109
Blackwell, D. E., & Shallis, M. J. 1977, MNRAS, 180, 177
Bonfanti, A., Ortolani, S., Piotto, G., & Nascimbeni, V. 2015, A&A, 575, A18
Bonfanti, A., Ortolani, S., & Nascimbeni, V. 2016, A&A, 585, A5
Bonfanti, A., Delrez, L., Hooton, M. J., et al. 2021, A&A, 646, A157
Boumier, P., & Dame, L. 1993, Exp. Astron., 4, 87
Brun, A. S., & Browning, M. K. 2017, Liv. Rev. Sol. Phys., 14, 4
Bugnet, L., García, R. A., Davies, G. R., et al. 2018, A&A, 620, A38
Castelli, F., & Kurucz, R. L. 2003, IAU Symp., 210, A20
Cegla, H. M., Stassun, K. G., Watson, C. A., Bastien, F. A., & Pepper, J. 2014, ApJ, 780, 104
Cegla, H. M., Watson, C. A., Shelyag, S., Mathioudakis, M., & Moutari, S. 2019, ApJ, 879, 55
Chaplin, W. J., Cegla, H. M., Watson, C. A., Davies, G. R., & Ball, W. H. 2019, AJ, 157, 163
Collier Cameron, A., Mortier, A., Phillips, D., et al. 2019, MNRAS, 487, 1082
Dravins, D. 1987, A&A, 172, 200
Dravins, D. 1988, IAU Symp., 132, 239
Dravins, D., & Nordlund, A. 1990 a, A&A, 228, 184
Dravins, D., & Nordlund, A. 1990 b, A&A, 228, 203
Dravins, D., Lindegren, L., & Nordlund, A. 1981, A&A, 96, 345
Dravins, D., Ludwig, H.-G., & Freytag, B. 2021, A&A, 649, A17
Dumusque, X., Udry, S., Lovis, C., Santos, N. C., & Monteiro, M. J. P. F. G. 2011, A&A, 525, A140
Dumusque, X., Cretignier, M., Sosnowska, D., et al. 2021, A&A, 648, A103
Elsworth, Y., Howe, R., Isaak, G. R., et al. 1994, MNRAS, 269, 529
Findeisen, K., Hillenbrand, L., & Soderblom, D. 2011, AJ, 142, 23
Foreman-Mackey, D., Hogg, D. W., Lang, D., & Goodman, J. 2013, PASP, 125, 306
Fröhlich, C., Romero, J., Roth, H., et al. 1995, Sol. Phys., 162, 101
Fröhlich, C., Andersen, B. N., Appourchaux, T., et al. 1997, Sol. Phys., 170, 1
Futyan, D., Fortier, A., Beck, M., et al. 2020, A&A, 635, A23
Gabriel, A. H., Grec, G., Charra, J., et al. 1995, Sol. Phys., 162, 61
Gaia Collaboration (Brown, A.G.A., et al.) 2021, A&A, 649, A1
García, R. A., & Ballot, J. 2019, Liv. Rev. Sol. Phys., 16, 4
Garcia, R., Turck-Chièze, S., Boumier, P., et al. 2005, A&A, 442, 385
Gray, D. F. 2009, ApJ, 697, 1032
Hall, J. C. 2008, Liv. Rev. Sol. Phys., 5, 2
Harvey, J. W. 1988, IAU Symp., 123, 497
Hatzes, A. P., Fridlund, M., Nachmani, G., et al. 2011, ApJ, 743, 75
Houdek, G., & Dupret, M.-A. 2015, Liv. Rev. Sol. Phys., 12, 8
Hoyer, S., Guterman, P., Demangeon, O., et al. 2020, A&A, 635, A24
Huber, D., Bedding, T. R., Stello, D., et al. 2011, ApJ, 743, 143
Jiménez, A., Roca Cortés, T., & Jiménez-Reyes, S. J. 2002, Sol. Phys., 209, 247
Kallinger, T., De Ridder, J., Hekker, S., et al. 2014, A&A, 570, A41
Kallinger, T., Hekker, S., Garcia, R. A., Huber, D., & Matthews, J. M. 2016, Sci. Adv., 2, 1500654
Kjeldsen, H., & Bedding, T. R. 1995, A&A, 293, 87
Kurucz, R. L. 1993, SYNTHE Spectrum Synthesis Programs and Line Data (Cambridge, Mass.: Smithsonian Astrophysical Observatory)
Lindegren, L., Bastian, U., Biermann, M., et al. 2021, A&A, 649, A4
Lovis, C., & Fischer, D. 2010, in Exoplanets, ed. S. Seager (New York: Harper Collins), 27
Ludwig, H. G. 2006, A&A, 445, 661
Ludwig, H. G., & Steffen, M. 2013, Mem. Soc. Astron. Ital. Suppl., 24, 53
Magic, Z., Collet, R., Asplund, M., et al. 2013, A&A, 560, A8
Marigo, P., Girardi, L., Bressan, A., et al. 2017, ApJ, 835, 77
Martin, D. C., Fanson, J., Schiminovich, D., et al. 2005, ApJ, 619, L1
Mathur, S., Hekker, S., Trampedach, R., et al. 2011, ApJ, 741, 119
Maxted, P. F. L., Ehrenreich, D., Wilson, T. G., et al. 2022, MNRAS, 514, 77
Meunier, N., & Lagrange, A. M. 2020, A&A, 642, A157
Meunier, N., Lagrange, A. M., Borgniet, S., & Rieutord, M. 2015, A&A, 583, A118
Michel, E., Baglin, A., Auvergne, M., et al. 2008, Science, 322, 558
Muller, R., Hanslmeier, A., Utz, D., & Ichimoto, K. 2018, A&A, 616, A87
Nardiello, D., Borsato, L., Piotto, G., et al. 2019, MNRAS, 490, 3806
Nardiello, D., Piotto, G., Deleuil, M., et al. 2020, MNRAS, 495, 4924
Nardiello, D., Deleuil, M., Mantovan, G., et al. 2021, MNRAS, 505, 3767
Newville, M., Stensitzki, T., Allen, D. B., & Ingargiola, A. 2014, Astrophysics Source Code Library [record ascl:1606.014]
Nordlund, A. 1982, A&A, 107, 1
Nordlund, A. 1985, Sol. Phys., 100, 209
Nordlund, A., & Dravins, D. 1990, A&A, 228, 155
Nordlund, A., & Galsgaard, K. 1995, A 3D MHD code for Parallel Computers, Technical report, Astronomical Observatory, Copenhagen University
Nordlund, A.A, Stein, R. F., & Asplund, M. 2009, Liv. Rev. Sol. Phys., 6, 2
Noyes, R. W., Hartmann, L. W., Baliunas, S. L., Duncan, D. K., & Vaughan, A. H. 1984, ApJ, 279, 763
Oshagh, M., Santos, N. C., Figueira, P., et al. 2017, A&A, 606, A107
Pallé, P. L., Roca Cortés, T., Jiménez, A., GOLF Team, & Virgo Team 1999, ASP Conf. Ser., 173, 297
Pande, D., Bedding, T. R., Huber, D., & Kjeldsen, H. 2018, MNRAS, 480, 467
Pepe, F., Cristiani, S., Rebolo, R., et al. 2013, The Messenger, 153, 6
Pepe, F., Cristiani, S., Rebolo, R., et al. 2021, A&A, 645, A96
Perryman, M. 2018, The Exoplanet Handbook (Cambridge: Cambridge University Press)
Philidet, J., Belkacem, K., Ludwig, H. G., Samadi, R., & Barban, C. 2020, A&A, 644, A171
Piskunov, N., & Valenti, J. A. 2017, A&A, 597, A16
Piskunov, N. E., Kupka, F., Ryabchikova, T.A., Weiss, W. W., & Jeffery, C. S. 1995, A&AS, 112, 525
Ricker, G. R., Winn, J. N., Vanderspek, R., et al. 2015, J. Astron. Teles. Instrum. Syst., 1, 014003
Rodríguez, E., Rodríguez-López, C., López-González, M. J., et al. 2016, MNRAS, 457, 1851
Rodríguez Díaz, L. F., Bigot, L., Aguirre Børsen-Koch, V., et al. 2022, MNRAS, 514, 1741
Saar, S. H., Hatzes, A., Cochran, W., & Paulson, D. 2003, in The Future of CoolStar Astrophysics: 12th Cambridge Workshop on Cool Stars, Stellar Systems, and the Sun, eds. A. Brown, G.M. Harper, & T.R. Ayres (Berlin: Springer), 694
Salabert, D., García, R. A., Beck, P. G., et al. 2016, A&A, 596, A31
Salaris, M., & Cassisi, S. 2017, R. Soc. Open Sci., 4, 170192
Salmon, S. J. A. J., Van Grootel, V., Buldgen, G., Dupret, M. A., & Eggenberger, P. 2021, A&A, 646, A7
Samadi, R., Belkacem, K., Ludwig, H. G., et al. 2013, A&A, 559, A40
Santos, N. C., Mayor, M., Naef, D., et al. 2000, A&A, 361, 265
Santos, N. C., Sousa, S. G., Mortier, A., et al. 2013, A&A, 556, A150
Scargle, J. D. 1982, ApJ, 263, 835
Schanche, N., Hébrard, G., Collier Cameron, A., et al. 2020, MNRAS, 499, 428
Schuster, A. 1898, Terrestrial Magnetism, 3, 13
Scuflaire, R., Théado, S., Montalbán, J., et al. 2008, Ap&SS, 316, 83
Seleznyov, A. D., Solanki, S. K., & Krivova, N. A. 2011, A&A, 532, A108
Skrutskie, M. F., Cutri, R. M., Stiening, R., et al. 2006, AJ, 131, 1163
Sneden, C. A. 1973, PhD thesis, The University of Texas at Austin, USA
Soto, M. G., & Jenkins, J. S. 2018, A&A, 615, A76
Sousa, S. G. 2014, in Determination of Atmospheric Parameters of B-, A-, Fand G-Type Stars. Series: GeoPlanet: Earth and Planetary Sciences, eds. E. Niemczura, B. Smalley, & W. Pych, 297 (Springer International Publishing (Cham))
Sousa, S. G., Santos, N. C., Israelian, G., Mayor, M., & Monteiro, M. J. P. F. G. 2007, A&A, 469, 783
Sousa, S. G., Santos, N. C., Mayor, M., et al. 2008, A&A, 487, 373
Sousa, S. G., Santos, N. C., Adibekyan, V., Delgado-Mena, E., & Israelian, G. 2015, A&A, 577, A67
Sousa, S. G., Adibekyan, V., Delgado-Mena, E., et al. 2021, A&A, 656, A53
Stein, R. F., & Nordlund, A.A 2001, ApJ, 546, 585
Stein, R. F., & Nordlund, A.A 2003, ASP Conf. Ser., 288, 519
Sulis, S., Mary, D., & Bigot, L. 2017, IEEE TSP, 65, 2136
Sulis, S., Lendl, M., Hofmeister, S., et al. 2020 a, A&A, 636, A70
Sulis, S., Mary, D., & Bigot, L. 2020 b, A&A, 635, A146
Svensson, F., & Ludwig, H. G. 2005, ESA SP, 560, 979
Tayar, J., Stassun, K. G., & Corsaro, E. 2019, ApJ, 883, 195
Torres, G., Fischer, D. A., Sozzetti, A., et al. 2012, ApJ, 757, 161
Trampedach, R., Christensen-Dalsgaard, J., Nordlund, A., & Stein, R. F. 1998, in The First MONS Workshop: Science with a Small Space Telescope, eds. H. Kjeldsen, & T.R. Bedding (Aarhus Universitet), 59
Trampedach, R., Asplund, M., Collet, R., Nordlund, A.A, & Stein, R. F. 2013, ApJ, 769, 18
Tremblay, P. E., Ludwig, H. G., Freytag, B., Steffen, M., & Caffau, E. 2013, A&A, 557, A7
Valenti, J. A., & Piskunov, N. 1996, A&AS, 118, 595
Wright, J. T. 2005, PASP, 117, 657
Wright, E. L., Eisenhardt, P. R. M., Mainzer, A. K., et al. 2010, AJ, 140, 1868
Zechmeister, M., & Kürster, M. 2009, A&A, 496, 577