Skip to main content
Log in

Stellar masks and bisector’s shape for M-type stars observed in the GAPS programme with HARPS-N at TNG

  • Original Article
  • Published:
Experimental Astronomy Aims and scope Submit manuscript

Abstract

The HARPS/HARPS-N Data Reduction Software (DRS) relies on the cross-correlation between the observed spectra and a suitable stellar mask to compute a cross-correlation function (CCF) to be used both for the radial velocity (RV) computation and as an indicator of stellar lines asymmetry, induced for example by the stellar activity. Unfortunately the M2 mask currently used by the HARPS/HARPS-N DRS for M-type stars results in heavily distorted CCFs. We created several new stellar masks in order to decrease the errors in the RVs and to improve the reliability of the activity indicators as the bisector’s span. We obtained very good results with a stellar mask created from the theoretical line list provided by the VALD3 database for an early M-type star (Teff= 3500 K and \(\log {g}=4.5\)). The CCF’s shape and relative activity indicators improved and the RV time-series allowed us to recover known exoplanets with periods and amplitudes compatible with the results obtained with HARPS-TERRA.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Notes

  1. https://www.ia2.inaf.it

  2. http://vald.astro.univie.ac.at/∼vald3/php/vald.php

References

  1. Affer, L., Micela, G., Damasso, M., et al.: HADES RV program with HARPS-N at the TNG GJ 3998: an early M-dwarf hosting a system of super-Earths. A&A 593, A117 (2016). https://doi.org/10.1051/0004-6361/201628690. arXiv:1607.03632

    Article  ADS  Google Scholar 

  2. Affer, L., Damasso, M., Micela, G., et al.: HADES RV program with HARPS-N at the TNG. IX. A super-Earth around the M dwarf Gl 686. A&A 622, A193 (2019). https://doi.org/10.1051/0004-6361/201834868. arXiv:1901.05338

    Article  ADS  Google Scholar 

  3. Anglada-Escudé, G., Butler, R.P.: The HARPS-TERRA project. i. Description of the algorithms, performance, and new measurements on a few remarkable stars observed by HARPS. ApJS 200, 15 (2012). https://doi.org/10.1088/0067-0049/200/2/15. arXiv:1202.2570

    Article  ADS  Google Scholar 

  4. Anglada-Escudé, G., Arriagada, P., Tuomi, M., et al.: Two planets around Kapteyn’s star: a cold and a temperate super-Earth orbiting the nearest halo red dwarf. MNRAS 443, L89–L93 (2014). https://doi.org/10.1093/mnrasl/slu076. arXiv:1406.0818

    Article  ADS  Google Scholar 

  5. Anglada-Escudé, G., Tuomi, M., Arriagada, P., et al.: No Evidence for activity correlations in the radial velocities of Kapteyn’Star. ApJ 830(2), 74 (2016). https://doi.org/10.3847/0004-637X/830/2/74. arXiv:1506.09072

    Article  ADS  Google Scholar 

  6. Baranne, A., Queloz, D., Mayor, M., et al.: ELODIE: A spectrograph for accurate radial velocity measurements. A&AS 119, 373–390 (1996)

    Article  ADS  Google Scholar 

  7. Bonfils, X., Delfosse, X., Udry, S., et al.: The HARPS search for southern extra-solar planets. XXXI. The M-dwarf sample. A&A 549, A109 (2013). https://doi.org/10.1051/0004-6361/201014704. arXiv:1111.5019

    Article  ADS  Google Scholar 

  8. Borsa, F., Scandariato, G., Rainer, M., et al.: The GAPS programme with HARPS-N at TNG. VII. Putting exoplanets in the stellar context: magnetic activity and asteroseismology of τ Bootis A. A&A 578, A64 (2015). https://doi.org/10.1051/0004-6361/201525741. arXiv:1504.00491

    Article  ADS  Google Scholar 

  9. Bourrier, V., Lovis, C., Beust, H., et al.: Orbital misalignment of the Neptune-mass exoplanet GJ 436b with the spin of its cool star. Nature 553, 477–480 (2018). https://doi.org/10.1038/nature24677. arXiv:1712.06638

    Article  ADS  Google Scholar 

  10. Cosentino, R., Lovis, C., Pepe, F., et al.: Harps-N: the new planet hunter at TNG. In: Ground-based and Airborne Instrumentation for Astronomy IV, Proc.SPIE. https://doi.org/10.1117/12.925738, vol. 8446, p 84461V (2012)

  11. Covino, E., Esposito, M., Barbieri, M., et al.: The GAPS programme with HARPS-N at TNG. I. Observations of the Rossiter-McLaughlin effect and characterisation of the transiting system Qatar-1. A&A 554, A28 (2013). https://doi.org/10.1051/0004-6361/201321298. arXiv:1304.0005

    Article  ADS  Google Scholar 

  12. Delfosse, X., Bonfils, X., Forveille, T., et al.: The HARPS search for southern extra-solar planets. XXXIII. Super-Earths around the M-dwarf neighbors Gl 433 and Gl 667C. A&A 553, A8 (2013). https://doi.org/10.1051/0004-6361/201219013. arXiv:1202.2467

    Article  ADS  Google Scholar 

  13. Dravins, D.: Stellar surface convection, line asymmetries, and wavelength shifts. In: Hearnshaw, J.B., Scarfe, C.D. (eds.) IAU Colloq. 170: Precise Stellar Radial Velocities, Astronomical Society of the Pacific Conference Series, vol. 185, p 268 (1999)

    Article  ADS  Google Scholar 

  14. Dressing, C.D., Charbonneau, D.: The occurrence of potentially habitable planets orbiting M dwarfs estimated from the full Kepler dataset and an empirical measurement of the detection sensitivity. ApJ 807, 45 (2015). https://doi.org/10.1088/0004-637X/807/1/45. arXiv:1501.01623

    Article  ADS  Google Scholar 

  15. Gray, D.F.: The Observation and Analysis of Stellar Photospheres. Cambridge University Press, Cambridge (2005)

    Book  Google Scholar 

  16. Hunter, A.A., Macgregor, A.B., Szabo, T.O., et al.: Yabi: an online research environment for grid, high performance and cloud computing. SourceCodeBiolMed 7, 1 (2012). https://doi.org/10.1186/1751-0473-7-1

    Article  Google Scholar 

  17. Mayor, M., Pepe, F., Queloz, D., et al.: Setting new standards with HARPS. The Messenger 114, 20–24 (2003)

    ADS  Google Scholar 

  18. Pepe, F., Mayor, M., Galland, F., et al.: The CORALIE survey for southern extra-solar planets VII. Two short-period Saturnian companions to HD 108147 and HD 168746. A&A 388, 632–638 (2002). https://doi.org/10.1051/0004-6361:20020433. arXiv:astro-ph/0202457

    Article  ADS  Google Scholar 

  19. Pepe, F.A., Cristiani, S., Rebolo Lopez, R., et al.: ESPRESSO: the Echelle spectrograph for rocky exoplanets and stable spectroscopic observations. In: Ground-based and Airborne Instrumentation for Astronomy III, Proc.SPIE. https://doi.org/10.1117/12.857122, vol. 7735, p 77350F (2010)

  20. Perger, M., García-Piquer, A., Ribas, I., et al.: HADES RV Programme with HARPS-n at TNG. II. Data treatment and simulations. A&A 598, A26 (2017). https://doi.org/10.1051/0004-6361/201628985. arXiv:1610.08698

    Article  ADS  Google Scholar 

  21. Perger, M., Ribas, I., Damasso, M., et al.: HADES RV Programme with HARPS-N at TNG. VI. GJ 3942 b behind dominant activity signals. A&A 608, A63 (2017). https://doi.org/10.1051/0004-6361/201731307. arXiv:1709.06851

    Article  ADS  Google Scholar 

  22. Piskunov, N.E., Kupka, F., Ryabchikova, T.A., et al.: VALD: The Vienna atomic line data base. A&AS 112, 525 (1995)

    ADS  Google Scholar 

  23. Poretti, E., Boccato, C., Claudi, R., et al.: Global Architecture of Planetary Systems (GAPS), a project for the whole Italian community. MemSAI 87, 141 (2016). arXiv:1509.03661

    ADS  Google Scholar 

  24. Robertson, P., Mahadevan, S., Endl, M., Roy, A.: Stellar activity masquerading as planets in the habitable zone of the M dwarf Gliese 581. Science 345(6195), 440–444 (2014). https://doi.org/10.1126/science.1253253. arXiv:1407.1049

    Article  ADS  Google Scholar 

  25. Robertson, P., Roy, A., Mahadevan, S.: Stellar activity mimics a habitable-zone planet around Kapteyn’s Star. ApJL 805, L22 (2015). 10.1088/2041-8205/805/2/L22. arXiv:1505.02778

    Article  ADS  Google Scholar 

  26. Suárez Mascareño, A., González Hernández, J.I., Rebolo, R., et al.: HADES RV Programme with HARPS-N at TNG. V. A super-Earth on the inner edge of the habitable zone of the nearby M dwarf GJ 625. A&A 605, A9 (2017). https://doi.org/10.1051/0004-6361/201730957. arXiv:1705.06537

    Article  Google Scholar 

  27. Tal-Or, L., Zechmeister, M., Reiners, A., et al.: The CARMENES search for exoplanets around M dwarfs. Radial-velocity variations of active stars in visual-channel spectra. A&A 614, A122 (2018). https://doi.org/10.1051/0004-6361/201732362. arXiv:1803.02338

    Article  ADS  Google Scholar 

  28. Tuomi, M., Jones, H.R.A., Barnes, J.R., et al.: Bayesian search for low-mass planets around nearby M dwarfs - estimates for occurrence rate based on global detectability statistics. MNRAS 441(2), 1545–1569 (2014). https://doi.org/10.1093/mnras/stu358. arXiv:1403.0430

    Article  ADS  Google Scholar 

  29. Wittenmyer, R.A., Tuomi, M., Butler, R.P., et al.: GJ 832c: a super-earth in the habitable zone. ApJ 791, 114 (2014). https://doi.org/10.1088/0004-637X/791/2/114. arXiv:1406.5587

    Article  ADS  Google Scholar 

  30. Zechmeister, M., Kürster, M.: The generalised Lomb-Scargle periodogram. A new formalism for the floating-mean and Keplerian periodograms. A&A 496, 577–584 (2009). https://doi.org/10.1051/0004-6361:200811296. arXiv:0901.2573

    Article  ADS  Google Scholar 

Download references

Acknowledgements

M.R. acknowledges financial support from INAF through the competitive project ”FRONTIERA-2016”. The authors thank the following people for useful comments and insights: J. Maldonado Prado, M. Pinamonti, A. Bignamini, G. Bruno, S. Benatti, E. Poretti.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Monica Rainer.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Based on observations made with the Italian Telescopio Nazionale Galileo (TNG) operated on the island of La Palma by the Fundacion Galileo Galilei of the INAF at the Spanish Observatorio Roque de los Muchachos of the IAC in the frame of the program Global Architecture of the Planetary Systems (GAPS).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rainer, M., Borsa, F. & Affer, L. Stellar masks and bisector’s shape for M-type stars observed in the GAPS programme with HARPS-N at TNG. Exp Astron 49, 73–84 (2020). https://doi.org/10.1007/s10686-020-09654-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10686-020-09654-z

Keywords

Navigation