Abstract
Since the discovery of the first exoplanet orbiting a main-sequence star in 1995, more than 3500 planets have been discovered. Most of these were detected and characterized by means of radial-velocity and/or photometric observations. In this tutorial we present examples of exoplanet detection and characterization using these two methods. We start by showing an application of the Box-fitting Least Squares (bls) algorithm to search for a transiting planet signal in the photometric light curve of EPIC 211089792 recorded by K2. Once the transits are detected we then show how to fit a model to the transit light curve and derive the transit parameters using a least-squares minimization algorithm. In a second exercise we show how to detect the same planet based on radial-velocity data and using the Lomb–Scargle periodogram. Finally, we exemplify how to combine the radial velocities and transits of the exoplanet EPIC 211089792b using a Bayesian approach to derive the planetary parameters. This tutorial hence covers some of the state-of-the-art methods of exoplanet search and characterization.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
The package is available at https://github.com/dfm/python-bls.
- 2.
The package is available from https://www.cfa.harvard.edu/~lkreidberg/batman and is described in Kreidberg (2015).
- 3.
Available from https://lmfit.github.io/lmfit-py.
- 4.
Available from http://dan.iel.fm/emcee and described in Foreman-Mackey et al. (2013).
References
Barning, F.J.M.: Bull. Astron. Inst. Neth. 17, 22 (1963)
Cumming, A., Marcy, G.W., Butler, R.P.: Astrophys. J. 526, 890 (1999)
Davies, S.R.: Mon. Not. R. Astron. Soc. 244, 93 (1990)
Deeming, T.J.: Astrophys. Space Sci. 36, 137 (1975)
Ferraz-Mello, S.: Astron. J. 86, 619 (1981)
Foreman-Mackey, D., Hogg, D.W., Lang, D., Goodman, J.: Publ. Astron. Soc. Pac. 125, 306 (2013)
Kovács, G., Zucker, S., Mazeh, T.: Astron. Astrophys. 391, 369 (2002)
Kreidberg, L.: Publ. Astron. Soc. Pac. 127, 1161 (2015)
Leahy, D.A., Elsner, R.F., Weisskopf, M.C.: Astrophys. J. 272, 256 (1983)
Lomb, N.R.: Astrophys. Space Sci. 39, 447 (1976)
Mortier, A., Faria, J.P., Correia, C.M., Santerne, A., Santos, N.C.: Astron. Astrophys. 573, A101 (2015)
Press, W.H., Rybicki, G.B.: Astrophys. J. 338, 277 (1989)
Santerne, A., Hébrard, G., Lillo-Box, J., et al.: Astrophys. J. 824, 55 (2016)
Scargle, J.D.: Astrophys. J. 263, 835 (1982)
Schwarzenberg-Czerny, A.: Mon. Not. R. Astron. Soc. 241, 153 (1989)
Seager, S., Mallén-Ornelas, G.: Astrophys. J. 585, 1038 (2003)
Stellingwerf, R.F.: Astrophys. J. 224, 953 (1978)
van der Klis, M.B.M.: NATO Advanced Study Institutes Series. Series C, Mathematical and Physical Sciences (1988)
Zechmeister, M., Kürster, M.: Astron. Astrophys. 496, 577 (2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Barros, S., Faria, J.P. (2018). Tutorial: Detecting Planetary Transits and Radial-Velocity Signals. In: Campante, T., Santos, N., Monteiro, M. (eds) Asteroseismology and Exoplanets: Listening to the Stars and Searching for New Worlds. Astrophysics and Space Science Proceedings, vol 49. Springer, Cham. https://doi.org/10.1007/978-3-319-59315-9_15
Download citation
DOI: https://doi.org/10.1007/978-3-319-59315-9_15
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-59314-2
Online ISBN: 978-3-319-59315-9
eBook Packages: Physics and AstronomyPhysics and Astronomy (R0)