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Stellar variability is a key obstacle in reaching the sensitivity required to recover Earth-like exoplanetary signals using the radial velocity (RV) detection method. To explore activity signatures in Sun-like stars, we present SolAster, a…

We present a new framework to characterize the occurrence rates of planet candidates identified by Kepler based on hierarchical Bayesian modeling, Approximate Bayesian Computing (ABC), and sequential importance sampling. For this study we…

地球与行星天体物理 · 物理学 2018-05-02 Danley C. Hsu , Eric B. Ford , Darin Ragozzine , Robert C. Morehead

The Kepler survey has provided a wealth of astrophysical knowledge by continuously monitoring over 150,000 stars. The resulting database contains thousands of examples of known variability types and at least as many that cannot be…

天体物理仪器与方法 · 物理学 2015-12-16 S. D. Kügler , N. Gianniotis , K. L. Polsterer

We present the results of an automated variability analysis of the Kepler public data measured in the first quarter (Q1) of the mission. In total, about 150 000 light curves have been analysed to detect stellar variability, and to identify…

太阳与恒星天体物理 · 物理学 2015-05-27 J. Debosscher , J. Blomme , C. Aerts , J. De Ridder

We present the Transiting Exoearth Robust Reduction Algorithm (TERRA) --- a novel framework for identifying and removing instrumental noise in Kepler photometry. We identify instrumental noise modes by finding common trends in a large…

天体物理仪器与方法 · 物理学 2015-06-11 Erik A. Petigura , Geoffrey W. Marcy

Photospheric velocities and stellar activity features such as spots and faculae produce measurable radial velocity signals that currently obscure the detection of sub-meter-per-second planetary signals. However, photospheric velocities are…

地球与行星天体物理 · 物理学 2017-09-06 Allen B. Davis , Jessi Cisewski , Xavier Dumusque , Debra A. Fischer , Eric B. Ford

Period estimation is one of the central topics in astronomical time series analysis, where data is often unevenly sampled. Especially challenging are studies of stellar magnetic cycles, as there the periods looked for are of the order of…

太阳与恒星天体物理 · 物理学 2018-07-25 N. Olspert , J. Pelt , M. J. Käpylä , J. Lehtinen

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.…

Context. In order to overcome the radial velocity (RV) precision barrier imposed by stellar variability, there has been a surge of software aimed at simulating and modeling these activity patterns. Aims. We present Analyzing Radial Velocity…

天体物理仪器与方法 · 物理学 2025-07-28 K. Al Moulla

Stellar activity contamination of radial velocity (RV) data is one of the top challenges plaguing the field of extreme precision RV (EPRV) science. Previous work has shown that photometry can be very effective at removing such signals from…

Asteroseismology offers the prospect of constraining differential rotation in Sun-like stars. Here we have identified six high signal-to-noise main-sequence Sun-like stars in the Kepler field, which all have visible signs of rotational…

太阳与恒星天体物理 · 物理学 2014-09-10 M. B. Nielsen , L. Gizon , H. Schunker , J. Schou

Radial velocity surveys are beginning to reach the time baselines required to detect Jupiter analogs, as well as sub-Saturn mass planets in close orbits. Therefore it is important to understand the sensitivity of these surveys at long…

天体物理学 · 物理学 2009-11-10 Andrew Cumming

In recent years, Gaussian Process (GP) regression has become widely used to analyse stellar and exoplanet time-series data sets. For spotted stars, the most popular GP covariance function is the quasi-periodic (QP) kernel, whose the…

太阳与恒星天体物理 · 物理学 2022-08-03 Belinda A. Nicholson , Suzanne Aigrain

The first HIRES/Keck precision radial velocity (RV) catalog was released in 2017; it was followed by a second release in 2019, which incorporated corrections for small but significant systematic errors. The manifestation of stellar activity…

地球与行星天体物理 · 物理学 2025-09-09 Jerusalem T. Teklu , Volker Perdelwitz , R. Paul Butler , Trifon Trifonov , Steven S. Vogt , Deepa Mukhija , Lev Tal-Or

Asteroseismology, the study of stellar oscillations, provides high-precision measurements of masses and ages for red giants. Scaling relations are a powerful tool for measuring fundamental stellar parameters, and the derived radii are in…

太阳与恒星天体物理 · 物理学 2025-12-09 Kaili Cao , Marc H. Pinsonneault

Extreme precision radial velocity (EPRV) surveys usually require extensive observational baselines to confirm planetary candidates, making them resource-intensive. Traditionally, periodograms are used to identify promising candidate signals…

地球与行星天体物理 · 物理学 2025-10-09 Anoop Gavankar , Tanish Mittal , Joe Ninan , Shravan Hanasoge

To better model the contextual information and increase the generalization ability of Speech Activity Detection (SAD) system, this paper leverages a multi-lingual Automatic Speech Recognition (ASR) system to perform SAD. Sequence…

声音 · 计算机科学 2021-04-13 Seyyed Saeed Sarfjoo , Srikanth Madikeri , Petr Motlicek

Context. Radial velocity (RV) measurements induced by the presence of planets around late-type stars are contaminated by stellar signals that are of the order of a few meters per second in amplitude, even for the quietest stars. Those…

太阳与恒星天体物理 · 物理学 2023-01-04 K. Al Moulla , X. Dumusque , P. Figueira , G. Lo Curto , N. C. Santos , F. Wildi

Despite recent advances in the precision of high-resolution spectrographs, the detection of Earth-like exoplanets is still limited by the effects of stellar activity, which introduce radial velocity variations at the metre-per-second level…

Astronomical data are typically irregular in time, e.g. the space (HIPPARCOS/TYCHO, KEPLER, GAIA, WISE etc.) and ground-based CCD (NSVS, ASAS, CRTS, SuperWASP etc.) and photographic (Harvard, Sonneberg, Odessa etc.) photometrical surveys.…

太阳与恒星天体物理 · 物理学 2019-02-05 Ivan L. Andronov