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Predicting the Orbital Period of Exoplanets by Analyzing the Wobble of Stars - Maple Application Center
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Applications
Predicting the Orbital Period of Exoplanets by Analyzing the Wobble of Stars
Predicting the Orbital Period of Exoplanets by Analyzing the Wobble of Stars
Author
:
Samir Khan
1
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Stars are pulled in a circle or ellipse in reponse to the gravity of orbiting planets. By analyzing the "wobble" (or radial velocity) of a star, astronomers can predict the presence and orbital period of exoplanets.
Radial velocity is recorded, often over months or years, with a spectrograph connected to a telescope. This data is used to generate a periodogram, in which a peak is evidence of an exoplanet; the orbital period of the exoplanet is given by the location of the peak.
However cloud cover, scheduling conflicts and other issues can often disrupt observations, so data is generally not regularly sampled. This means that standard Fourier techniques cannot be used to generate a periodogram, and other approaches are needed. A common method for the frequency analysis of irregularly sampled data is the Lomb-Scargle technique.
Fischer (2003) recorded the radial velocity of the star HD 3561 (also known as 54 Piscium), and generated a periodogram to show evidence of an exoplanet (now known as 54 Piscium b).
This application uses Maple 2019's new Lomb-Scargle tools to reproduce the analysis; the periodogram shows a periodicity of 62.2 days, agreeing with value given by Fischer (2003).
References:
A Sub-Saturn Mass Planet Orbiting HD 3651, Fischer D.A. et al., The Astrophysical Journal, 590:1081–1087, 2003 June 20
Orbital velocity data found at http://astrostatistics.psu.edu/datasets/exoplanet_Doppler.html
Application Details
Publish Date
:
March 19, 2019
Created In
:
Maple 2019
Language
:
English
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astrophysics
signal-processing
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