The Radius Distribution of Planets Around Cool Stars
arXiv:1303.3013 · doi:10.1088/0004-637X/791/1/10
Abstract
We calculate an empirical, non-parametric estimate of the shape of the period-marginalized radius distribution of planets with periods less than 150 days using the small yet well-characterized sample of cool (K) dwarf stars in the Kepler catalog. In particular, we present and validate a new procedure, based on weighted kernel density estimation, to reconstruct the shape of the planet radius function down to radii smaller than the completeness limit of the survey at the longest periods. Under the assumption that the period distribution of planets does not change dramatically with planet radius, we show that the occurrence of planets around these stars continues to increase to below 1 , and that there is no strong evidence for a turnover in the planet radius function. In fact, we demonstrate using many iterations of simulated data that a spurious turnover may be inferred from data even when the true distribution continues to rise toward smaller radii. Finally, the sharp rise in the radius distribution below 3 implies that a large number of planets await discovery around cool dwarfs as the sensitivities of ground-based transit surveys increase.
13 pages, 10 figures, published in ApJ
References in corpus (16)
- Habitable Zones Around Main-Sequence Stars: New Estimates
- The false positive rate of Kepler and the occurrence of planets
- Prevalence of Earth-size planets orbiting Sun-like stars
- Kepler planets: a tale of evaporation
- The Occurrence Rate of Small Planets around Small Stars
- The Occurrence and Mass Distribution of Close-in Super-Earths, Neptunes, and Jupiters
- The Mass-Radius Relation for 65 Exoplanets Smaller than 4 Earth Radii
- The Role of Core Mass in Controlling Evaporation: the Kepler Radius Distribution and the Kepler-36 Density Dichotomy
- Masses, Radii, and Orbits of Small Kepler Planets: The Transition from Gaseous to Rocky Planets
- A revised estimate of the occurrence rate of terrestrial planets in the habitable zones around kepler m-dwarfs
- Testing In Situ Assembly with the Kepler Planet Candidate Sample
- KOI-142, the King of Transit Variations, is a Pair of Planets near the 2:1 Resonance
- No universal minimum-mass extrasolar nebula: Evidence against in-situ accretion of systems of hot super-Earths
- Characterizing the Cool KOIs IV: Kepler-32 as a prototype for the formation of compact planetary systems throughout the Galaxy
- WASP-80b: a gas giant transiting a cool dwarf
- Characterizing the Cool KOIs. VI. H- and K-band Spectra of Kepler M Dwarf Planet-Candidate Hosts
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- The California-Kepler Survey. III. A Gap in the Radius Distribution of Small Planets
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- A Technique for Extracting Highly Precise Photometry for the Two-Wheeled Kepler Mission
- The California Kepler Survey VII. Precise Planet Radii Leveraging Gaia DR2 Reveal the Stellar Mass Dependence of the Planet Radius Gap
- False positive probabilties for all Kepler Objects of Interest: 1284 newly validated planets and 428 likely false positives
- Stabilizing Cloud Feedback Dramatically Expands the Habitable Zone of Tidally Locked Planets
- Terrestrial Planet Occurrence Rates for the Kepler GK Dwarf Sample
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- A Framework for Characterizing the Atmospheres of Low-Mass Low-Density Transiting Planets
- The Habitability of Planets Orbiting M-dwarf Stars
- A Revised Exoplanet Yield from the Transiting Exoplanet Survey Satellite (TESS)
- Exoplanet population inference and the abundance of Earth analogs from noisy, incomplete catalogs
- Hot super-Earths stripped by their host stars
- Probabilistic Mass-Radius Relationship for Sub-Neptune-Sized Planets
- The Exoplanet Population Observation Simulator. I - The Inner Edges of Planetary Systems
- How to Characterize Habitable Worlds and Signs of Life
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- An Increase in the Mass of Planetary Systems around Lower-Mass Stars
- Planets Around Low-Mass Stars (PALMS). IV. The Outer Architecture of M Dwarf Planetary Systems
- They are Small Worlds After All: Revised Properties of Kepler M Dwarf Stars and their Planets
- Stellar and Planetary Properties of K2 Campaign 1 Candidates and Validation of 17 Planets, Including a Planet Receiving Earth-like Insolation
- Zodiacal Exoplanets in Time (ZEIT) III: A short-period planet orbiting a pre-main-sequence star in the Upper Scorpius OB Association
- The TRENDS High-Contrast Imaging Survey. IV. The Occurrence Rate of Giant Planets around M-Dwarfs
- Exoplanet Biosignatures: Observational Prospects
- Evolution of the radius valley around low mass stars from and
- Vetting of 384 TESS Objects of Interest with TRICERATOPS and Statistical Validation of 12 Planet Candidates
- The CARMENES search for exoplanets around M dwarfs -- Planet occurrence rates from a subsample of 71 stars
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- How formation time-scales affect the period dependence of the transition between rocky super-Earths and gaseous sub-Neptunes and implications for
- The Kepler Dichotomy among the M Dwarfs: Half of Systems Contain Five or More Coplanar Planets
- A Catalog of Kepler Habitable Zone Exoplanet Candidates
- Pale Orange Dots: The Impact of Organic Haze on the Habitability and Detectability of Earthlike Exoplanets
- Impact of Binary Stars on Planet Statistics -- I. Planet Occurrence Rates, Trends with Stellar Mass, and Wide Companions to Hot Jupiter Hosts
- Kepler-445, Kepler-446 and the Occurrence of Compact Multiples Orbiting Mid-M Dwarf Stars
- Habitability of Terrestrial-Mass Planets in the HZ of M Dwarfs. I. H/He-Dominated Atmospheres
- Advances in exoplanet science from Kepler
- Occurrence Rates of Planets Orbiting M Stars: Applying ABC to Kepler DR25, Gaia DR2, and 2MASS Data
- Migration of two massive planets into (and out of) first order mean motion resonances
- Characterizing K2 Planet Discoveries: A super-Earth transiting the bright K-dwarf HIP 116454
- The CARMENES search for exoplanets around M dwarfs. Guaranteed time observations Data Release 1 (2016-2020)
- Trigonometric Parallaxes for 1,507 Nearby Mid-to-Late M-dwarfs
- A Probabilistic Approach to Kepler Completeness and Reliability for Exoplanet Occurrence Rates
- Occurrence rate of hot Jupiters around early-type M dwarfs based on TESS data
- Exoplanets around Low-mass Stars Unveiled by K2
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- Miniature Exoplanet Radial Velocity Array (MINERVA) I. Design, Commissioning, and First Science Results
- Exoplanet Classification and Yield Estimates for Direct Imaging Missions
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- A Statistical Comparative Planetology Approach to the Hunt for Habitable Exoplanets and Life Beyond the Solar System
- Metallicity-Dependent Signatures in the Kepler Planets
- Optimal Survey Strategies and Predicted Planet Yields for the Korean Microlensing Telescope Network
- Predicted Number, Multiplicity, and Orbital Dynamics of TESS M Dwarf Exoplanets
- Properties and occurrence rates of exoplanet candidates as a function of host star metallicity from the DR25 catalog
- The Kepler Dichotomy in Planetary Disks: Linking Kepler Observables to Simulations of Late-Stage Planet Formation
- Five Planets Transiting a Ninth Magnitude Star
- The Solar System as an Exoplanetary System
- A super-Earth and sub-Neptune transiting the late-type M dwarf LP 791-18
- Characterizing K2 Candidate Planetary Systems Orbiting Low-Mass Stars I: Classifying Low-mass Host Stars Observed During Campaigns 1-7
- The First Neptune Analog or Super-Earth with Neptune-like Orbit: MOA-2013-BLG-605Lb
- Planet Scattering Around Binaries: Ejections, Not Collisions
- Detection of the atmosphere of the 1.6 Earth mass exoplanet GJ 1132b
- Adaptive Optics Images III: 87 Kepler Objects of Interest
- A 3D Search for Companions to 12 Nearby M-Dwarfs
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- Zodiacal Exoplanets in Time (ZEIT) II. A "Super-Earth" Orbiting a Young K Dwarf in the Pleiades Neighborhood
- Measuring the Galactic Distribution of Transiting Planets with WFIRST
- A Pan-STARRS1 study of the relationship between wide binarity and planet occurrence in the Kepler field
- Using the Inclinations of Kepler Systems to Prioritize New Titius-Bode-Based Exoplanet Predictions
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- A System of Three Super Earths Transiting the Late K-Dwarf GJ 9827 at Thirty Parsecs
- A sub-Neptune and a non-transiting Neptune-mass companion unveiled by ESPRESSO around the bright late-F dwarf HD 5278 (TOI-130)
- The Curious Case of KOI 4: Confirming Kepler's First Exoplanet
- Vetting Kepler Planet Candidates in the Sub-Jovian Desert with Multi-Band Photometry
- The initial physical conditions of Kepler-36 b & c
- Radial Gradients in Dust-to-Gas Ratio Lead to Preferred Region for Giant Planet Formation
- Stellar & Planetary Parameters for K2's Late Type Dwarf Systems from C1 to C5
- Chemo-kinematic ages of eccentric-planet-hosting M dwarf stars
- Effect of surface-mantle water exchange parameterizations on exoplanet ocean depths
- NEMESIS: Exoplanet Transit Survey of Nearby M-Dwarfs in TESS FFIs I
- Exoplanet Populations and their Dependence on Host Star Properties
- Measuring the Number of M-Dwarfs per M-Dwarf Using Kepler Eclipsing Binaries
- Near Mean-motion Resonances in the Systems Observed by Kepler: Affected by Mass Accretion and Type I Migration
- Characterisation of 92 Southern TESS Candidate Planet Hosts and a New Photometric [Fe/H] Relation for Cool Dwarfs
- The CARMENES search for exoplanets around M dwarfs. A super-Earth planet orbiting HD 79211 (GJ 338 B)
- The occurrence rate of exoplanets orbiting ultracool dwarfs as probed by K2
- Planet occurrence rate density models including stellar effective temperature
- Interstellar communication network. I. Overview and assumptions
- The variability behavior of CoRoT M-giant Stars
- Interstellar communication. X. The colors of optical SETI
- On the Formation of Super-Earths with Implications for the Solar System
- Triaxial Deformation and Asynchronous Rotation of Rocky Planets in the Habitable Zone of Low-Mass Stars
- Collisional formation of massive exomoons of super-terrestrial exoplanets
- 3D simulations of TRAPPIST-1e with varying CO2, CH4 and haze profiles
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- Eclipse timing variations to detect possible Trojan planets in binary systems
- The independent discovery of planet candidates around low mass stars and astrophysical false positives from the first two TESS sectors
- Searching for Biosignatures in Exoplanetary Impact Ejecta
- Relative Occurrence Rate Between Hot and Cold Jupiters as an Indicator to Probe Planet Migration
- Robustness of Gaian Feedbacks to Climate Perturbations
- The Drake Equation as a Function of Spectral Type and Time
- Simulations of starspot anomalies within TESS exoplanetary transit light curves -- II
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- Following the TraCS of exoplanets with Pan-Planets: Wendelstein-1b and Wendelstein-2b
- Radial velocity homogeneous analysis of M dwarfs observed with HARPS. II. Detection limits and planetary occurrence statistics
- TOI-3757 b: A low density gas giant orbiting a solar-metallicity M dwarf