54 research outputs found
Three young planets around the K-dwarf K2-198: High-energy environment, evaporation history and expected future
Planets orbiting young stars are thought to experience atmospheric
evaporation as a result of the host stars' high magnetic activity. We study the
evaporation history and expected future of the three known transiting
exoplanets in the young multiplanet system K2-198. Based on spectroscopic and
photometric measurements, we estimate an age of the K-dwarf host star between
200 and 500 Myr, and calculate the high-energy environment of these planets
using eROSITA X-ray measurements. We find that the innermost planet K2-198c has
likely lost its primordial envelope within the first few tens of Myr regardless
of the age at which the star drops out of the saturated X-ray regime. For the
two outer planets, a range of initial envelope mass fractions is possible,
depending on the not-yet-measured planetary mass and the stars' spin-down
history. Regarding the future of the system, we find that the outermost planet
K2-198b is stable against photoevaporation for a wide range of planetary
masses, while the middle planet K2-198d is only able to retain an atmosphere
for a mass range between ~7 and 18 Earth-masses. Lower-mass planets are too
susceptible to mass loss, and a very thin present-day envelope for higher-mass
planets is easily lost with the estimated mass-loss rates. Our results support
the idea that all three planets started out above the radius valley in the
(sub-)Neptune regime and were then transformed into their current states by
atmospheric evaporation, but also stress the importance of measuring planetary
masses for (young) multiplanet systems before conducting more detailed
photoevaporation simulations
Studying Gender in Conference Talks -- data from the 223rd meeting of the American Astronomical Society
We present a study on the gender balance, in speakers and attendees, at the
recent major astronomical conference, the American Astronomical Society meeting
223, in Washington, DC. We conducted an informal survey, yielding over 300
responses by volunteers at the meeting. Each response included gender data
about a single talk given at the meeting, recording the gender of the speaker
and all question-askers. In total, 225 individual AAS talks were sampled. We
analyze basic statistical properties of this sample. We find that the gender
ratio of the speakers closely matched the gender ratio of the conference
attendees. The audience asked an average of 2.8 questions per talk. Talks given
by women had a slightly higher number of questions asked (3.20.2) than
talks given by men (2.60.1). The most significant result from this study
is that while the gender ratio of speakers very closely mirrors that of
conference attendees, women are under-represented in the question-asker
category. We interpret this to be an age-effect, as senior scientists may be
more likely to ask questions, and are more commonly men. A strong dependence on
the gender of session chairs is found, whereby women ask disproportionately
fewer questions in sessions chaired by men. While our results point to laudable
progress in gender-balanced speaker selection, we believe future surveys of
this kind would help ensure that collaboration at such meetings is as inclusive
as possible.Comment: 4 pages, 5 figures. Comments welcome
Magnetic cycles in a dynamo simulation of the fully convective M-star Proxima Centauri
The recent discovery of an Earth-like exoplanet around Proxima Centauri has
shined a spot light on slowly rotating fully convective M-stars. When such
stars rotate rapidly (period days), they are known to generate
very high levels of activity that is powered by a magnetic field much stronger
than the solar magnetic field. Recent theoretical efforts are beginning to
understand the dynamo process that generates such strong magnetic fields.
However, the observational and theoretical landscape remains relatively
uncharted for fully convective M-stars that rotate slowly. Here we present an
anelastic dynamo simulation designed to mimic some of the physical
characteristics of Proxima Centauri, a representative case for slowly rotating
fully convective M-stars. The rotating convection spontaneously generates
differential rotation in the convection zone which drives coherent magnetic
cycles where the axisymmetric magnetic field repeatedly changes polarity at all
latitudes as time progress. The typical length of the `activity' cycle in the
simulation is about nine years, in good agreement with the recently proposed
activity cycle length of about seven years for Proxima Centauri. Comparing our
results with earlier work, we hypothesis that the dynamo mechanism undergoes a
fundamental change in nature as fully convective stars spin down with age.Comment: 8 pages, 4 figures, double column; Accepted in ApJ Letter
YSOVAR: Mid-infrared Variability among YSOs in the Star Formation Region Serpens South
We present a time-variability study of young stellar objects (YSOs) in the Serpens South cluster performed at 3.6 and 4.5 μm with the Spitzer Space Telescope; this study is part of the Young Stellar Object VARiability project. We have collected light curves for more than 1500 sources, including 85 cluster members, over 38 days. This includes 44 class I sources, 19 sources with flat spectral energy distributions (SEDs), 17 class II sources, and five diskless YSO candidates. We find a high variability fraction among embedded cluster members of ~70%, whereas young stars without a detectable disk display no variability. We detect periodic variability for 32 sources with periods primarily in the range of 0.2–14 days and a subset of fast rotators thought to be field binaries. The timescale for brightness changes are shortest for stars with the most photospheric SEDs and longest for those with flat or rising SEDs. While most variable YSOs become redder when fainter, as would be expected from variable extinction, about 10% get bluer as they get fainter. One source, SSTYSV J183006.13−020108.0, exhibits "cyclical" color changes
The Casimir Effect in the Presence of Compactified Universal Extra Dimensions
The Casimir force in a system consisting of two parallel conducting plates in
the presence of compactified universal extra dimensions (UXD) is analyzed. The
Casimir force with UXDs differs from the force obtained without extra
dimensions. A new power law for the Casimir force is derived. By comparison to
experimental data the size R of the universal extra dimensions can be
restricted to R < 10 nm for one extra dimension.Comment: 4 pages, 1 figure, error in polarizations corrected, Casimir Effect
in 4D-limit reproduce
YSOVAR: Mid-infrared Variability among YSOs in the Star Formation Region Serpens South
We present a time-variability study of young stellar objects (YSOs) in the Serpens South cluster performed at 3.6 and 4.5 μm with the Spitzer Space Telescope; this study is part of the Young Stellar Object VARiability project. We have collected light curves for more than 1500 sources, including 85 cluster members, over 38 days. This includes 44 class I sources, 19 sources with flat spectral energy distributions (SEDs), 17 class II sources, and five diskless YSO candidates. We find a high variability fraction among embedded cluster members of ~70%, whereas young stars without a detectable disk display no variability. We detect periodic variability for 32 sources with periods primarily in the range of 0.2–14 days and a subset of fast rotators thought to be field binaries. The timescale for brightness changes are shortest for stars with the most photospheric SEDs and longest for those with flat or rising SEDs. While most variable YSOs become redder when fainter, as would be expected from variable extinction, about 10% get bluer as they get fainter. One source, SSTYSV J183006.13−020108.0, exhibits "cyclical" color changes
The PEPSI Exoplanet Transit Survey (PETS) - IV. Assessing the atmospheric chemistry of KELT-20b
Most ultra-hot Jupiters (UHJs) show evidence of temperature inversions, in which temperature increases with altitude over a range of pressures. Temperature inversions can occur when there is a species that absorbs the stellar irradiation at a relatively high level of the atmospheres. However, the species responsible for this absorption remains unidentified. In particular, the UHJ KELT-20b is known to have a temperature inversion. Using high resolution emission spectroscopy from LBT/PEPSI we investigate the atomic and molecular opacity sources that may cause the inversion in KELT-20b, as well as explore its atmospheric chemistry. We confirm the presence of Fe I with a significance of 17σ. We also report a tentative 4.3σ detection of Ni I. A nominally 4.5σ detection of Mg I emission in the PEPSI blue arm is likely in fact due to aliasing between the Mg I cross-correlation template and the Fe I lines present in the spectrum. We cannot reproduce a recent detection of Cr I, while we do not have the wavelength coverage to robustly test past detections of Fe II and Si I. Together with non-detections of molecular species like TiO, this suggests that Fe I is likely to be the dominant optical opacity source in the dayside atmosphere of KELT-20b and may be responsible for the temperature inversion. We explore ways to reconcile the differences between our results and those in literature and point to future paths to understand atmospheric variability...
Automatic vetting of planet candidates from ground based surveys : machine learning with NGTS
State of the art exoplanet transit surveys are producing ever increasing quantities of data. To make the best use of this resource, in detecting interesting planetary systems or in determining accurate planetary population statistics, requires new automated methods. Here we describe a machine learning algorithm that forms an integral part of the pipeline for the NGTS transit survey, demonstrating the efficacy of machine learning in selecting planetary candidates from multi-night ground based survey data. Our method uses a combination of random forests and self-organising-maps to rank planetary candidates, achieving an AUC score of 97.6% in ranking 12368 injected planets against 27496 false positives in the NGTS data. We build on past examples by using injected transit signals to form a training set, a necessary development for applying similar methods to upcoming surveys. We also make the autovet code used to implement the algorithm publicly accessible. autovet is designed to perform machine learned vetting of planetary candidates, and can utilise a variety of methods. The apparent robustness of machine learning techniques, whether on space-based or the qualitatively different ground-based data, highlights their importance to future surveys such as TESS and PLATO and the need to better understand their advantages and pitfalls in an exoplanetary context
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