On the detection of Exomoons: A search in Kepler data for the orbital sampling effect and the scatter peak
Michael Hippke

TL;DR
This paper evaluates the orbital sampling effect (OSE) method for detecting exomoons in Kepler data, demonstrating its potential through simulations and identifying possible exomoon signals around certain exoplanets.
Contribution
It introduces a framework for applying the OSE method to Kepler data, tests its effectiveness with simulations, and reports a potential exomoon signal in a specific planet sample.
Findings
Exomoon signals can be detected with Kepler data using the OSE method under favorable conditions.
A significant OSE-like signal was found for planets with 35-80 days orbital periods.
Possible exomoon size estimated at around 2120 km radius for the detected signal.
Abstract
Despite the discovery of thousands of exoplanets, no exomoons have been detected so far. We test a recently developed method for exomoon search, the orbital sampling effect (OSE), using the full exoplanet photometry from the Kepler Space Telescope. The OSE is applied to phase-folded transits, for which we present a framework to detect false positives, and discuss four candidates which pass several of our tests. Using numerical simulations, we inject exomoon signals into real Kepler data and retrieve them, showing that under favorable conditions, exomoons can be found with Kepler and the OSE method. In addition, we super-stack a large sample of Kepler planets to search for the average exomoon OSE and the accompanying increase in noise, the scatter peak. We find a significant OSE-like signal, which might indicate the presence of moons, for planets with 35d<P<80d, having an average dip per…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
