Searching for the Transit of the Earth--mass exoplanet Proxima~Centauri~b in Antarctica: Preliminary Result
Hui-Gen Liu, Peng Jiang, Xingxing Huang, Zhou-Yi Yu, Ming Yang,, Minghao Jia, Supachai Awiphan, Xiang Pan, Bo Liu, Hongfei Zhang, Jian Wang,, Zhengyang Li, Fujia Du, Xiaoyan Li, Haiping Lu, Zhiyong Zhang, Qi-Guo Tian,, Bin Li, Tuo Ji, Shaohua Zhang, Xiheng Shi, Ji Wang

TL;DR
This study reports a tentative detection of a transit of Proxima Centauri b from Antarctica, using a novel Gaussian process technique to analyze noisy light curves, with further observations needed for confirmation.
Contribution
The paper introduces a Gaussian process framework to assess transit signals in noisy data and reports a preliminary transit detection of Proxima Centauri b from Antarctic observations.
Findings
Tentative transit signal with 2.5σ confidence level.
Midtransit time consistent with RV-based ephemeris within 1σ.
Potential transit timing variations suggest possible outer planet influence.
Abstract
Proxima Centauri is known as the closest star from the Sun. Recently, radial velocity observations revealed the existence of an Earth-mass planet around it. With an orbital period of ~11 days, the surface of Proxima Centauri b is temperate and might be habitable. We took a photometric monitoring campaign to search for its transit, using the Bright Star Survey Telescope at the Zhongshan Station in Antarctica. A transit-like signal appearing on 2016 September 8th, is identified tentatively. Its midtime, HJD, is consistent with the predicted ephemeris based on RV orbit in a 1 confidence interval. Time-correlated noise is pronounced in the light curve of Proxima Centauri, affecting detection of transits. We develop a technique, in a Gaussian process framework, to gauge the statistical significance of potential transit detection. The tentative transit…
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