15 research outputs found
Planet Candidate Validation in K2 Crowded Fields
The discovery of planets outside of our own solar system has captured the imagination of scientists and the public alike. In just the past decade, more than 3000 planets have been discovered with the groundbreaking NASA telescope missions Kepler and its successor, K2. In just three years, the K2 mission has yielded some remarkable results, with the discovery of over 300 confirmed planets and 480 reported planet candidates to be validated. The K2 mission detects planets by recording any periodic dimming in stars; this dimming often indicates that a planet is in orbit around the star, blocking a portion of its light. A major challenge with the analysis of these data is to identify planets in star-crowded regions, where individual camera pixels overlap multiple stars.
In this thesis, I developed, tested, and evaluated a validation process for ruling out false-positive detections of planets in K2 observations of star-crowded regions. Using Markov chain Monte Carlo analysis, I fitted a model to obtain the transit parameters for each candidate planetary system. Later, I used seeing-limited on/off imaging to rule out false positives due to nearby transiting binary star systems. These results were then evaluated using a software program called validation of exoplanet signals using a probabilistic algorithm (VESPA) to estimate the probability of a false-positive detection. Such techniques and results are important tools for conducting candidate validation and follow-up observations for space-based missions, including the upcoming Transiting Exoplanet Survey Satellite (TESS) mission, since its large camera pixels resemble K2 star-crowded fields
The Sun Remains Relatively Refractory Depleted: Elemental Abundances for 17,412 Gaia RVS Solar Analogs and 50 Planet Hosts
The elemental abundances of stars, particularly the refractory elements
(e.g., Fe, Si, Mg), play an important role in connecting stars to their
planets. Most Sun-like stars do not have refractory abundance measurements
since obtaining a large sample of high-resolution spectra is difficult with
oversubscribed observing resources. In this work we infer abundances for C, N,
O, Na, Mn, Cr, Si, Fe, Ni, Mg, V, Ca, Ti, Al, and Y for solar analogs with Gaia
RVS spectra (R=11,200) using the Cannon, a data-driven method. We train a
linear model on a reference set of 34 stars observed by Gaia RVS with precise
abundances measured from previous high resolution spectroscopic efforts (R >
30,000--110,000). We then apply this model to several thousand Gaia RVS solar
analogs. This yields abundances with average upper limit precisions of
0.04--0.1 dex for 17,412 stars, 50 of which are identified planet (candidate)
hosts. We subsequently test the relative refractory depletion of these stars
with increasing element condensation temperature compared to the Sun. The Sun
remains refractory depleted compared to other Sun-like stars regardless of our
current knowledge of the planets they host. This is inconsistent with theories
of various types of planets locking up or sequestering refractories.
Furthermore, we find no significant abundance differences between identified
close-in giant planet hosts, giant planet hosts, and terrestrial/small planet
hosts and the rest of the sample within our precision limits. This work
demonstrates the utility of data-driven learning for future exoplanet
composition and demographics studies.Comment: 24 pages, 10 figures, 4 tables, 1 appendix. Accepted in ApJ. Tables 1
and 2 available upon reques
A Hot Saturn Near (but Unassociated with) the Open Cluster NGC 1817
We report on the discovery of a hot Saturn-sized planet (9.916 ± 0.985 R ⊕) around a late F-star, K2-308, observed in Campaign 13 of the K2 mission. We began studying this planet candidate because prior to the release of Gaia DR2, the host star was thought to have been a member (⩾90% membership probability) of the ≈1 Gyr open cluster NGC 1817 based on its kinematics and photometric distance. We identify the host star (among three stars within the K2 photometric aperture) using seeing-limited photometry and rule out false-positive scenarios using adaptive optics imaging and radial velocity observations. We statistically validate K2-308b by calculating a false-positive probability rate of 0.01%. However, we also show using new kinematic measurements provided by Gaia DR2 and our measured radial velocity of the system that K2-308 is unassociated with the cluster NGC 1817. Therefore, the long running search for a giant transiting planet in an open cluster remains fruitless. Finally, we note that our use of seeing-limited photometry is a good demonstration of similar techniques that are already being used to follow up Transiting Exoplanet Survey Satellite (TESS) planet candidates, especially in crowded regions
A Hot Saturn Near (but Unassociated with) the Open Cluster NGC 1817
We report on the discovery of a hot Saturn-sized planet (9.916 ± 0.985 R ⊕) around a late F-star, K2-308, observed in Campaign 13 of the K2 mission. We began studying this planet candidate because prior to the release of Gaia DR2, the host star was thought to have been a member (⩾90% membership probability) of the ≈1 Gyr open cluster NGC 1817 based on its kinematics and photometric distance. We identify the host star (among three stars within the K2 photometric aperture) using seeing-limited photometry and rule out false-positive scenarios using adaptive optics imaging and radial velocity observations. We statistically validate K2-308b by calculating a false-positive probability rate of 0.01%. However, we also show using new kinematic measurements provided by Gaia DR2 and our measured radial velocity of the system that K2-308 is unassociated with the cluster NGC 1817. Therefore, the long running search for a giant transiting planet in an open cluster remains fruitless. Finally, we note that our use of seeing-limited photometry is a good demonstration of similar techniques that are already being used to follow up Transiting Exoplanet Survey Satellite (TESS) planet candidates, especially in crowded regions
TESS Hunt for Young and Maturing Exoplanets (THYME) VII : Membership, rotation, and lithium in the young cluster Group-X and a new young exoplanet
The public, all-sky surveys Gaia and TESS provide the ability to identify new
young associations and determine their ages. These associations enable study of
planetary evolution by providing new opportunities to discover young
exoplanets. A young association was recently identified by Tang et al. and
F{\"u}rnkranz et al. using astrometry from Gaia (called "Group-X" by the
former). In this work, we investigate the age and membership of this
association; and we validate the exoplanet TOI 2048 b, which was identified to
transit a young, late G dwarf in Group-X using photometry from TESS. We first
identified new candidate members of Group-X using Gaia EDR3 data. To infer the
age of the association, we measured rotation periods for candidate members
using TESS data. The clear color--period sequence indicates that the
association is the same age as the Myr-old NGC 3532. We obtained
optical spectra for candidate members that show lithium absorption consistent
with this young age. Further, we serendipitously identify a new, small
association nearby Group-X, which we call MELANGE-2. Lastly, we statistically
validate TOI 2048 b, which is \rearth\ radius planet on a 13.8-day
orbit around its 300 Myr-old host star.Comment: Revised to correct error in reported planet radius (original: 2.1
Earth radii, corrected: 2.6 Earth radii) and units for planetary radius ratio
entries in Table 8. All data tables available open-access with the AJ articl
NEID Rossiter–McLaughlin Measurement of TOI-1268b: A Young Warm Saturn Aligned with Its Cool Host Star
Close-in gas giants present a surprising range of stellar obliquity, the angle between a planet's orbital axis and its host star's spin axis. It is unclear whether the obliquities reflect the planets' dynamical history (e.g., aligned for in situ formation or disk migration versus misaligned for high-eccentricity tidal migration) or whether other mechanisms (e.g., primordial misalignment or planet-star interactions) are more important in sculpting the obliquity distribution. Here we present the stellar obliquity measurement of TOI-1268 (TIC-142394656, V mag ∼10.9), a young K-type dwarf hosting an 8.2 day period, Saturn-sized planet. TOI-1268's lithium abundance and rotation period suggest the system age between the ages of the Pleiades cluster (∼120 Myr) and the Prasepe cluster (∼670 Myr). Using the newly commissioned NEID spectrograph, we constrain the stellar obliquity of TOI-1268 via the Rossiter-McLaughlin effect from both radial velocity and Doppler tomography signals. The 3σ upper bounds of the projected stellar obliquity λ from both models are below 60°. The large host star separation (a/R ∗ ∼17), combined with the system's young age, makes it unlikely that the planet has realigned its host star. The stellar obliquity measurement of TOI-1268 probes the architecture of a young gas giant beyond the reach of tidal realignment (a/R ∗ ≲10) and reveals an aligned or slightly misaligned system
The Sun Remains Relatively Refractory Depleted: Elemental Abundances for 17,412 Gaia RVS Solar Analogs and 50 Planet Hosts
The element abundances of stars, particularly the refractory elements (e.g., Fe, Si, and Mg), play an important role in connecting stars to their planets. Most Sun-like stars do not have refractory abundance measurements since obtaining a large sample of high-resolution spectra is difficult with oversubscribed observing resources. In this work we infer abundances for C, N, O, Na, Mn, Cr, Si, Fe, Ni, Mg, V, Ca, Ti, Al, and Y for solar analogs with Gaia Radial Velocity Spectrometer (RVS) spectra ( R = 11,200) using TheCannon , a data-driven method. We train a linear model on a reference set of 34 stars observed by Gaia RVS with precise abundances measured from previous high-resolution spectroscopic efforts ( R > 30,000–110,000). We then apply this model to several thousand Gaia RVS solar analogs. This yields abundances with average upper limit precisions of 0.04–0.1 dex for 17,412 stars, 50 of which are identified planet (candidate) hosts. We subsequently test the relative refractory depletion of these stars with increasing element condensation temperature compared to the Sun. The Sun remains refractory depleted compared to other Sun-like stars regardless of our current knowledge of the planets they host. This is inconsistent with theories of various types of planets locking up or sequestering refractories. Furthermore, we find no significant abundance differences between identified close-in giant planet hosts, giant planet hosts, and terrestrial/small planet hosts with the rest of the sample within our precision limits. This work demonstrates the utility of data-driven learning for future exoplanet composition and demographics studies