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Astrophysical Journal Supplement Series | 2014

PLANETARY CANDIDATES OBSERVED BY KEPLER IV: PLANET SAMPLE FROM Q1-Q8 (22 MONTHS)

Christopher J. Burke; Stephen T. Bryson; Fergal Mullally; Jason F. Rowe; Jessie L. Christiansen; Susan E. Thompson; Jeffrey L. Coughlin; Michael R. Haas; Natalie M. Batalha; Douglas A. Caldwell; Jon M. Jenkins; Martin Still; William J. Borucki; W. J. Chaplin; David R. Ciardi; Bruce D. Clarke; William D. Cochran; Brice-Olivier Demory; Gilbert A. Esquerdo; Thomas N. Gautier; Ronald L. Gilliland; Forrest R. Girouard; Mathieu Havel; Christopher E. Henze; Steve B. Howell; Daniel Huber; David W. Latham; Jie Li; Robert C. Morehead; Timothy D. Morton

We provide updates to the Kepler planet candidate sample based upon nearly two years of highprecision photometry (i.e., Q1-Q8). From an initial list of nearly 13,400 Threshold Crossing Events (TCEs), 480 new host stars are identified from their flux time series as consistent with hosting transiting planets. Potential transit signals are subjected to further analysis using the pixel-level data, which allows background eclipsing binaries to be identified through small image position shifts during transit. We also re-evaluate Kepler Objects of Interest (KOI) 1-1609, which were identified early in the mission, using substantially more data to test for background false positives and to find additional multiple systems. Combining the new and previous KOI samples, we provide updated parameters for 2,738 Kepler planet candidates distributed across 2,017 host stars. From the combined Kepler planet candidates, 472 are new from the Q1-Q8 data examined in this study. The new Kepler planet candidates represent ∼40% of the sample with RP∼1R⊕ and represent ∼40% of the low equilibrium temperature (Teq<300 K) sample. We review the known biases in the current sample of Kepler planet candidates relevant to evaluating planet population statistics with the current Kepler planet candidate sample. Subject headings: catalogs – eclipses – planetary systems – space vehicles


Astrophysical Journal Supplement Series | 2015

PLANETARY CANDIDATES OBSERVED BYKEPLER. VI. PLANET SAMPLE FROM Q1–Q16 (47 MONTHS)

Fergal Mullally; Jeffrey L. Coughlin; Susan E. Thompson; Jason F. Rowe; Christopher J. Burke; David W. Latham; Natalie M. Batalha; Stephen T. Bryson; Jessie L. Christiansen; Christopher E. Henze; A. Ofir; Billy Quarles; Avi Shporer; Vincent Van Eylen; Christa Van Laerhoven; Yash Shah; Angie Wolfgang; W. J. Chaplin; Ji-Wei Xie; R. L. Akeson; Vic S. Argabright; Eric Bachtell; William J. Borucki; Douglas A. Caldwell; Jennifer R. Campbell; Joseph H. Catanzarite; William D. Cochran; Riley M. Duren; Scott W. Fleming; Dorothy Ann Fraquelli

We provide updates to the Kepler planet candidate sample based upon nearly two years of high-precision photometry (i.e., Q1-Q8). From an initial list of nearly 13,400 threshold crossing events, 480 new host stars are identified from their flux time series as consistent with hosting transiting planets. Potential transit signals are subjected to further analysis using the pixel-level data, which allows background eclipsing binaries to be identified through small image position shifts during transit. We also re-evaluate Kepler Objects of Interest (KOIs) 1-1609, which were identified early in the mission, using substantially more data to test for background false positives and to find additional multiple systems. Combining the new and previous KOI samples, we provide updated parameters for 2738 Kepler planet candidates distributed across 2017 host stars. From the combined Kepler planet candidates, 472 are new from the Q1-Q8 data examined in this study. The new Kepler planet candidates represent ~40% of the sample with R P ~ 1 R ? and represent ~40% of the low equilibrium temperature (T eq < 300?K) sample. We review the known biases in the current sample of Kepler planet candidates relevant to evaluating planet population statistics with the current Kepler planet candidate sample.


The Astrophysical Journal | 2015

How Rocky Are They? The Composition Distribution of Kepler's Sub-Neptune Planet Candidates within 0.15 AU

Angie Wolfgang; Eric D. Lopez

The Kepler Mission has found thousands of planetary candidates with radii between 1 and 4 . These planets have no analogues in our own solar system, providing an unprecedented opportunity to understand the range and distribution of planetary compositions allowed by planet formation and evolution. A precise mass measurement is usually required to constrain the possible composition of an individual super-Earth-sized planet, but these measurements are difficult and expensive to make for the majority of Kepler planet candidates (PCs). Fortunately, adopting a statistical approach helps us to address this question without them. In particular, we apply hierarchical Bayesian modeling to a subsample of Kepler PCs that is complete for days and and draw upon interior structure models that yield radii largely independent of mass by accounting for the thermal evolution of a gaseous envelope around a rocky core. Assuming the envelope is dominated by hydrogen and helium, we present the current-day composition distribution of the sub-Neptune-sized planet population and find that H+He envelopes are most likely to be ∼1% of these planets’ total masses with an intrinsic scatter of ±0.5 dex. We address the gaseous/rocky transition and illustrate how our results do not result in a one-to-one relationship between mass and radius for this sub-Neptune population; accordingly, dynamical studies that wish to use Kepler data must adopt a probabilistic approach to accurately represent the range of possible masses at a given radius.


Astrophysical Journal Supplement Series | 2015

Planetary Candidates Observed by Kepler. V. Planet Sample from Q1?Q12 (36 Months)

Jason F. Rowe; Jeffrey L. Coughlin; V. Antoci; Natalie M. Batalha; William J. Borucki; Christopher J. Burke; S. T. Bryson; Douglas A. Caldwell; Jennifer R. Campbell; Joseph H. Catanzarite; Jessie L. Christiansen; William D. Cochran; Ronald L. Gilliland; Forrest R. Girouard; Michael R. Haas; K. G. Hełminiak; Christopher E. Henze; Kelsey Hoffman; Steve B. Howell; Daniel Huber; Roger C. Hunter; Hannah Jang-Condell; Jon M. Jenkins; Todd C. Klaus; David W. Latham; Jie Li; Jack J. Lissauer; Sean McCauliff; Robert L. Morris; Fergal Mullally

We provide updates to the Kepler planet candidate sample based upon nearly two years of high-precision photometry (i.e., Q1-Q8). From an initial list of nearly 13,400 Threshold Crossing Events (TCEs), 480 new host stars are identified from their flux time series as consistent with hosting transiting planets. Potential transit signals are subjected to further analysis using the pixel-level data, which allows background eclipsing binaries to be identified through small image position shifts during transit. We also re-evaluate Kepler Objects of Interest (KOI) 1-1609, which were identified early in the mission, using substantially more data to test for background false positives and to find additional multiple systems. Combining the new and previous KOI samples, we provide updated parameters for 2,738 Kepler planet candidates distributed across 2,017 host stars. From the combined Kepler planet candidates, 472 are new from the Q1-Q8 data examined in this study. The new Kepler planet candidates represent ~40% of the sample with Rp~1 Rearth and represent ~40% of the low equilibrium temperature (Teq<300 K) sample. We review the known biases in the current sample of Kepler planet candidates relevant to evaluating planet population statistics with the current Kepler planet candidate sample.


The Astronomical Journal | 2015

Discovery and Validation of Kepler-452b: A 1.6 R? Super Earth Exoplanet in the Habitable Zone of a G2 Star

Jon M. Jenkins; Joseph D. Twicken; Natalie M. Batalha; Douglas A. Caldwell; William D. Cochran; Michael Endl; David W. Latham; Gilbert A. Esquerdo; Shawn E. Seader; Allyson Bieryla; Erik A. Petigura; David R. Ciardi; Geoffrey W. Marcy; Howard Isaacson; Daniel Huber; Jason F. Rowe; Guillermo Torres; Stephen T. Bryson; Lars A. Buchhave; Ivan Ramirez; Angie Wolfgang; Jie Li; Jennifer R. Campbell; Peter Tenenbaum; Dwight T. Sanderfer; Christopher E. Henze; Joseph H. Catanzarite; Ronald L. Gilliland; William J. Borucki

We report on the discovery and validation of Kepler-452b, a transiting planet identified by a search through the 4 years of data collected by NASAs Kepler Mission. This possibly rocky 1.63_(-0.20)^(+0.23) R⨁ planet orbits its G2 host star every 384.843_(-0.012)^(+0.007) days, the longest orbital period for a small (R_p < 2 R⨁) transiting exoplanet to date. The likelihood that this planet has a rocky composition lies between 49% and 62%. The star has an effective temperature of 5757 ± 85 K and a log g of 4.32 ± 0.09. At a mean orbital separation of 1.046_(-0.015)^(+0.019) AU, this small planet is well within the optimistic habitable zone of its star (recent Venus/early Mars), experiencing only 10% more flux than Earth receives from the Sun today, and slightly outside the conservative habitable zone (runaway greenhouse/maximum greenhouse). The star is slightly larger and older than the Sun, with a present radius of 1.11_(-0.09)^(+0.15) R⨁ and an estimated age of ~6 Gyr. Thus, Kepler-452b has likely always been in the habitable zone and should remain there for another ~3 Gyr.


Astrophysical Journal Supplement Series | 2012

The Chandra Multi-wavelength Project: Optical Spectroscopy and the Broadband Spectral Energy Distributions of X-Ray-selected AGNs.

M. Trichas; Paul J. Green; J. D. Silverman; T. Aldcroft; Wayne A. Barkhouse; R. A. Cameron; Anca Constantin; Sara L. Ellison; Craig B. Foltz; Daryl Haggard; Buell T. Jannuzi; Dong-Woo Kim; Herman L. Marshall; Amy E. Mossman; Laura M. Pérez; Encarni Romero-Colmenero; Ángel Ruiz; M. Smith; Paul S. Smith; Guillermo Torres; Daniel R. Wik; Belinda J. Wilkes; Angie Wolfgang

From optical spectroscopy of X-ray sources observed as part of the Chandra Multi-wavelength Project (ChaMP), we present redshifts and classifications for a total of 1569 Chandra sources from our targeted spectroscopic follow-up using the FLWO/1.5 m, SAAO/1.9 m, WIYN 3.5 m, CTIO/4 m, KPNO/4 m, Magellan/6.5 m, MMT/6.5 m, and Gemini/8 m telescopes, and from archival Sloan Digital Sky Survey (SDSS) spectroscopy. We classify the optical counterparts as 50% broad-line active galactic nuclei (AGNs), 16% emission line galaxies, 14% absorption line galaxies, and 20% stars. We detect QSOs out to z ~ 5.5 and galaxies out to z ~ 3. We have compiled extensive photometry, including X-ray (ChaMP), ultraviolet (GALEX), optical (SDSS and ChaMP-NOAO/MOSAIC follow-up), near-infrared (UKIDSS, Two Micron All Sky Survey, and ChaMP-CTIO/ISPI follow-up), mid-infrared (WISE), and radio (FIRST and NVSS) bands. Together with our spectroscopic information, this enables us to derive detailed spectral energy distributions (SEDs) for our extragalactic sources. We fit a variety of template SEDs to determine bolometric luminosities, and to constrain AGNs and starburst components where both are present. While ~58% of X-ray Seyferts (1042 erg s–1 5% starburst contribution to bolometric luminosity) to fit observed photometry only 26% of the X-ray QSO (L 2 – 10 keV >1044 erg s–1) population appear to have some kind of star formation contribution. This is significantly lower than for the Seyferts, especially if we take into account torus contamination at z > 1 where the majority of our X-ray QSOs lie. In addition, we observe a rapid drop of the percentage of starburst contribution as X-ray luminosity increases. This is consistent with the quenching of star formation by powerful QSOs, as predicted by the merger model, or with a time lag between the peak of star formation and QSO activity. We have tested the hypothesis that there should be a strong connection between X-ray obscuration and star formation but we do not find any association between X-ray column density and star formation rate both in the general population or the star-forming X-ray Seyferts. Our large compilation also allows us to report here the identification of 81 X-ray Bright Optically inactive Galaxies, 78 z > 3 X-ray sources, and eight Type-2 QSO candidates. Also, we have identified the highest redshift (z = 5.4135) X-ray-selected QSO with optical spectroscopy.


Astrophysical Journal Supplement Series | 2018

Planetary Candidates Observed by Kepler. VIII. A Fully Automated Catalog with Measured Completeness and Reliability Based on Data Release 25

Susan E. Thompson; Jeffrey L. Coughlin; Kelsey Hoffman; Fergal Mullally; Jessie L. Christiansen; Christopher J. Burke; Steve Bryson; Natalie M. Batalha; Michael R. Haas; Joseph H. Catanzarite; Jason F. Rowe; Geert Barentsen; Douglas A. Caldwell; Bruce D. Clarke; Jon M. Jenkins; Jie Li; David W. Latham; Jack J. Lissauer; S. Mathur; Robert L. Morris; Shawn E. Seader; Jeffrey C. Smith; Todd C. Klaus; Joseph D. Twicken; Jeffrey Edward van Cleve; Bill Wohler; R. L. Akeson; David R. Ciardi; William D. Cochran; Christopher E. Henze

We present the Kepler Object of Interest (KOI) catalog of transiting exoplanets based on searching four years of Kepler time series photometry (Data Release 25, Q1-Q17). The catalog contains 8054 KOIs of which 4034 are planet candidates with periods between 0.25 and 632 days. Of these candidates, 219 are new in this catalog and include two new candidates in multi-planet systems (KOI-82.06 and KOI-2926.05), and ten new high-reliability, terrestrial-size, habitable zone candidates. This catalog was created using a tool called the Robovetter which automatically vets the DR25 Threshold Crossing Events (TCEs) found by the Kepler Pipeline (Twicken et al. 2016). Because of this automation, we were also able to vet simulated data sets and therefore measure how well the Robovetter separates those TCEs caused by noise from those caused by low signal-to-noise transits. Because of these measurements we fully expect that this catalog can be used to accurately calculate the frequency of planets out to Keplers detection limit, which includes temperate, super-Earth size planets around GK dwarf stars in our Galaxy. This paper discusses the Robovetter and the metrics it uses to decide which TCEs are called planet candidates in the DR25 KOI catalog. We also discuss the simulated transits, simulated systematic noise, and simulated astrophysical false positives created in order to characterize the properties of the final catalog. For orbital periods less than 100 d the Robovetter completeness (the fraction of simulated transits that are determined to be planet candidates) across all observed stars is greater than 85%. For the same period range, the catalog reliability (the fraction of candidates that are not due to instrumental or stellar noise) is greater than 98%. However, for low signal-to-noise candidates found between 200 and 500 days, our measurements indicate that the Robovetter is 73.5% complete and 37.2% reliable across all searched stars (or 76.7% complete and 50.5% reliable when considering just the FGK dwarf stars). We describe how the measured completeness and reliability varies with period, signal-to-noise, number of transits, and stellar type. Also, we discuss a value called the disposition score which provides an easy way to select a more reliable, albeit less complete, sample of candidates. The entire KOI catalog, the transit fits using Markov chain Monte Carlo methods, and all of the simulated data used to characterize this catalog are available at the NASA Exoplanet Archive.


The Astrophysical Journal | 2018

Identifying Inflated Super-Earths and Photo-evaporated Cores

Daniel Carrera; Eric B. Ford; Andre Izidoro; Daniel Jontof-Hutter; Sean N. Raymond; Angie Wolfgang

We present empirical evidence, supported by a planet formation model, to show that the curve


The Astrophysical Journal | 2016

PROBABILISTIC MASS–RADIUS RELATIONSHIP FOR SUB-NEPTUNE-SIZED PLANETS

Angie Wolfgang; Leslie A. Rogers; Eric B. Ford

R/R_\oplus = 1.05\,(F/F_\oplus)^{0.11}


The Astrophysical Journal | 2012

THE EFFECT OF POPULATION-WIDE MASS-TO-RADIUS RELATIONSHIPS ON THE INTERPRETATION OF KEPLER AND HARPS SUPER-EARTH OCCURRENCE RATES

Angie Wolfgang; Gregory Laughlin

approximates the location of the so-called photo-evaporation valley. Planets below that curve are likely to have experienced complete photo-evaporation, and planets just above it appear to have inflated radii; thus we identify a new population of inflated super-Earths and mini-Neptunes. Our N-body simulations are set within an evolving protoplanetary disk and include prescriptions for orbital migration, gas accretion, and atmospheric loss due to giant impacts. Our simulated systems broadly match the sizes and periods of super-Earths in the Kepler catalog. They also reproduce the relative sizes of adjacent planets in the same system, with the exception of planet pairs that straddle the photo-evaporation valley. This latter group is populated by planet pairs with either very large or very small size ratios (

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William D. Cochran

University of Texas at Austin

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Jessie L. Christiansen

California Institute of Technology

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