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Tutorial: Detecting Planetary Transits and Radial-Velocity Signals

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Asteroseismology and Exoplanets: Listening to the Stars and Searching for New Worlds

Part of the book series: Astrophysics and Space Science Proceedings ((ASSSP,volume 49))

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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.

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Notes

  1. 1.

    The package is available at https://github.com/dfm/python-bls.

  2. 2.

    The package is available from https://www.cfa.harvard.edu/~lkreidberg/batman and is described in Kreidberg (2015).

  3. 3.

    Available from https://lmfit.github.io/lmfit-py.

  4. 4.

    Available from http://dan.iel.fm/emcee and described in Foreman-Mackey et al. (2013).

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Correspondence to Susana Barros .

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© 2018 Springer International Publishing AG

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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

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