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Stellar radial velocity (RV) measurements have proven to be a very successful method for detecting extrasolar planets. Analysing RV data to determine the parameters of the extrasolar planets is a significant statistical challenge owing to…

地球与行星天体物理 · 物理学 2011-08-25 F. Feroz , S. T. Balan , M. P. Hobson

We carry out a comparative analysis of the performance of three algorithms widely used to identify significant periodicities in radial-velocity (RV) datasets: the Generalised Lomb-Scargle Periodogram (GLS), its modified version based on…

地球与行星天体物理 · 物理学 2017-05-10 M. Pinamonti , A. Sozzetti , A. S. Bonomo , M. Damasso

Population studies of Kepler's multi-planet systems have revealed a surprising degree of structure in their underlying architectures. Information from a detected transiting planet can be combined with a population model to make predictions…

地球与行星天体物理 · 物理学 2021-11-03 Matthias Y. He , Eric B. Ford , Darin Ragozzine

We re-analyse the publicly available radial velocity (RV) measurements for Alpha Cen B, a star hosting an Earth-mass planet candidate, Alpha Cen Bb, with 3.24 day orbital period. We demonstrate that the 3.24 d signal observed in the Alpha…

地球与行星天体物理 · 物理学 2015-12-02 Vinesh Rajpaul , Suzanne Aigrain , Stephen J. Roberts

Aims: Our primary goal is to search for planets around intermediate mass stars. We are also interested in studying the nature of radial velocity (RV) variations of K giant stars. Methods: We selected about 55 early K giant (K0 - K4) stars…

太阳与恒星天体物理 · 物理学 2015-05-14 Inwoo Han , B. C. Lee , K. M. Kim , D. E. Mkrtichian , A. P. Hatzes , G. Valyavin

We present an analysis of 1524 spectra of Vega spanning 10 years, in which we search for periodic radial velocity variations. A signal with a periodicity of 0.676 days and a semi-amplitude of ~10 m/s is consistent with the rotation period…

The use of Gaussian processes (GPs) is a common approach to account for correlated noise in exoplanet time series, particularly for transmission and emission spectroscopy. This analysis has typically been performed for each wavelength…

地球与行星天体物理 · 物理学 2024-06-05 Mark Fortune , Neale P. Gibson , Daniel Foreman-Mackey , Thomas M. Evans-Soma , Cathal Maguire , Swaetha Ramkumar

RV surveys of evolved stars allow us to probe a higher stellar mass range compared to main-sequence samples. Differences between the planet populations can be caused by either the differing stellar mass or stellar evolution. To properly…

地球与行星天体物理 · 物理学 2022-05-18 Vera Wolthoff , Sabine Reffert , Andreas Quirrenbach , Matías I. Jones , Robert A. Wittenmyer , James S. Jenkins

The Kepler space telescope leaves a legacy of tens of thousands of stellar rotation period measurements. While many of these stars show strong periodicity, there exists an even bigger fraction of stars with irregular variability for which…

太阳与恒星天体物理 · 物理学 2023-10-04 Timo Reinhold , Alexander I. Shapiro , Sami K. Solanki , Gibor Basri

Recent analyses of Kepler space telescope data reveal that transiting planets with orbital periods shorter than about 2-3 days are generally observed around late-type stars with rotation periods longer than about 5-10 days. We investigate…

地球与行星天体物理 · 物理学 2015-06-19 A. F. Lanza , E. L. Shkolnik

Two Jovian-sized planets are orbiting the star HD155358 near exact mean motion resonance (MMR) commensurability. In this work we re-analyze the radial velocity (RV) data previously collected by Robertson et al. (2012). Using a Bayesian…

地球与行星天体物理 · 物理学 2017-06-28 Ari Silburt , Hanno Rein

The Gaussian process (GP) regression can be severely biased when the data are contaminated by outliers. This paper presents a new robust GP regression algorithm that iteratively trims the most extreme data points. While the new algorithm…

机器学习 · 计算机科学 2021-06-15 Zhao-Zhou Li , Lu Li , Zhengyi Shao

In the framework of the GAPS project, we observed the planet-hosting star KELT-9 (A-type star, VsinI$\sim$110 km/s) with the HARPS-N spectrograph at the TNG. In this work we analyse the spectra and the extracted radial velocities (RVs), to…

Context. The high number of super-Earth and Earth-like planets in the habitable zone (HZ) detected around M-dwarf stars in the last years has revealed these stellar objects to be the key for planetary radial velocity (RV) searches. Aims.…

We present the results from the discovery and study of ~3000 chromospherically active giant and subgiant stars toward the Galactic bulge. We find that these stars are predominantly RS CVn binaries with rotation periods between 10 and 100…

天体物理学 · 物理学 2008-11-26 A. J. Drake

In the framework of the Global Architecture of Planetary Systems (GAPS) project we collected more than 300 spectra with HARPS-N at the TNG for the bright G9V star HD164922. This target is known to host one gas giant planet in a wide orbit…

The last two decades have seen a major expansion in the availability, size, and precision of time-domain datasets in astronomy. Owing to their unique combination of flexibility, mathematical simplicity and comparative robustness, Gaussian…

天体物理仪器与方法 · 物理学 2022-11-11 Suzanne Aigrain , Daniel Foreman-Mackey

Recent analyses of FGK stars in open clusters have helped clarify the precision with which a star's rotation rate and lithium content can be used as empirical indicators for its age. Here we apply this knowledge to stars observed by Kepler.…

太阳与恒星天体物理 · 物理学 2024-10-10 Luke G. Bouma , Lynne A. Hillenbrand , Andrew W. Howard , Howard Isaacson , Kento Masuda , Elsa K. Palumbo

We measure exoplanet occurrence rate as a function of isochrone and gyrochronology ages using confirmed and candidate planets identified in Q1-17 DR25 Kepler data. We employ Kepler's pipeline detection efficiency to correct for the expected…

地球与行星天体物理 · 物理学 2025-01-24 Maryum Sayeed , Ruth Angus , Travis Berger , Yuxi , Lu , Jessie Christiansen , Daniel Foreman-Mackey , Melissa Ness

The ongoing High Accuracy Radial velocity Planet Search (HARPS) has found that 30-50% of GK dwarfs in the solar neighborhood host planets with sub-Neptune masses in orbits of P < 50 days. At first glance, this overall occurrence rate seems…

地球与行星天体物理 · 物理学 2011-08-31 A. Wolfgang , G. Laughlin