A Statistical Reconstruction of the Planet Population Around Kepler Solar-Type Stars
arXiv:1406.6048 · doi:10.1088/0004-637X/799/2/180
Abstract
Using the cumulative catalog of planets detected by the NASA Kepler mission, we reconstruct the intrinsic occurrence of Earth- to Neptune-size (1 - 4) planets and their distributions with radius and orbital period. We analyze 76,711 solar-type () stars with 430 planets on 20-200~d orbits, excluding close-in planets that may have been affected by the proximity to the host star. Our analysis considers errors in planet radii and includes an "iterative simulation" technique that does not bin the data. We find a radius distribution that peaks at 2-2.8 Earth radii, with lower numbers of smaller and larger planets. These planets are uniformly distributed with logarithmic period, and the mean number of such planets per star is . The occurrence is if planets interior to 20~d are included. We estimate the occurrence of Earth-size planets in the "habitable zone" (defined as 1-2, 0.99-1.7 AU for solar-like stars) as . Our results largely agree with those of Petigura et al. (2013), although we find a higher occurrence of 2.8-4 Earth-radii planets. The reasons for this excess are the inclusion of errors in planet radius, updated Huber et al. (2014) stellar parameters, and also the exclusion of planets which may have been affected by proximity to the host star.
arXiv comment13 pages, 9 figures, 3 Tables. Accepted for publication in ApJ
References in corpus (47)
- Habitable Zones Around Main-Sequence Stars: New Estimates
- Kepler Mission Design, Realized Photometric Performance, and Early Science
- Planet Occurrence within 0.25 AU of Solar-type Stars from Kepler
- The false positive rate of Kepler and the occurrence of planets
- Kepler Input Catalog: Photometric Calibration and Stellar Classification
- Prevalence of Earth-size planets orbiting Sun-like stars
- Kepler planets: a tale of evaporation
- Architecture and Dynamics of Kepler's Candidate Multiple Transiting Planet Systems
- Habitable Zones Around Main-Sequence Stars: Dependence on Planetary Mass
- Defining and cataloging exoplanets: The exoplanet.eu database
- The HARPS search for southern extra-solar planets XXXI. The M-dwarf sample
- The Occurrence Rate of Small Planets around Small Stars
- Revised Stellar Properties of Kepler Targets for the Quarter 1-16 Transit Detection Run
- The Minimum-Mass Extrasolar Nebula: In-Situ Formation of Close-In Super-Earths
- How Thermal Evolution and Mass Loss Sculpt Populations of Super-Earths and Sub-Neptunes: Application to the Kepler-11 System and Beyond
- Atmospheres of protoplanetary cores: critical mass for nucleated instability
- A stellar-mass-dependent drop in planet occurrence rates
- Hydrogen Greenhouse Planets Beyond the Habitable Zone
- A Revised Effective Temperature Scale for the Kepler Input Catalog
- Science performance of Gaia, ESA's space-astrometry mission
- A revised estimate of the occurrence rate of terrestrial planets in the habitable zones around kepler m-dwarfs
- The Derivation, Properties and Value of Kepler's Combined Differential Photometric Precision
- Testing In Situ Assembly with the Kepler Planet Candidate Sample
- Densities and Eccentricities of 139 Kepler Planets from Transit Time Variations
- On the Low False Positive Probabilities of Kepler Planet Candidates
- Architecture of Planetary Systems Based on Kepler Data: Number of Planets and Coplanarity
- Density and Eccentricity of Kepler Planets
- Spectro-Thermometry of M dwarfs and their candidate planets: too hot, too cool, or just right?
- The Exoplanet Census: A General Method, Applied to Kepler
- SOPHIE velocimetry of Kepler transit candidates VII. A false-positive rate of 35% for Kepler close-in giant exoplanet candidates
- The Distribution of Transit Durations for Kepler Planet Candidates and Implications for their Orbital Eccentricities
- No universal minimum-mass extrasolar nebula: Evidence against in-situ accretion of systems of hot super-Earths
- Tidal Heating of Terrestrial Extra-Solar Planets and Implications for their Habitability
- Evolution of Ohmically Heated Hot Jupiters
- They might be giants: luminosity class, planet frequency, and planet-metallicity relation of the coolest Kepler target stars
- Fast Rise of "Neptune-Size" Planets () from to days -- Statistics of Kepler Planet Candidates Up to
- Collisional Stripping and Disruption of Super-Earths
- Terrestrial, Habitable-Zone Exoplanet Frequency from Kepler
- Spectroscopy of Faint Kepler Mission Exoplanet Candidate Host Stars
- Transits and Occultations
- The Occurrence Rate of Earth Analog Planets Orbiting Sunlike Stars
- Candidate Planets in the Habitable Zones of Kepler Stars
- Objects in Kepler's Mirror May be Larger Than They Appear: Bias and Selection Effects in Transiting Planet Surveys
- The expected performance of stellar parametrization with Gaia spectrophotometry
- The contribution of secondary eclipses as astrophysical false positives to exoplanet transit surveys
- Verification of the Kepler Input Catalog from Asteroseismology of Solar-type Stars
- Constraining the False Positive Rate for Kepler Planet Candidates with Multi-Color Photometry from the GTC
Cited by in corpus (108)
- The California-Kepler Survey. III. A Gap in the Radius Distribution of Small Planets
- The Occurrence and Architecture of Exoplanetary Systems
- The evaporation valley in the Kepler planets
- Breaking the Chains: Hot Super-Earth systems from migration and disruption of compact resonant chains
- Terrestrial Planet Occurrence Rates for the Kepler GK Dwarf Sample
- Revised Stellar Properties of Kepler Targets for the Q1-17 (DR25) Transit Detection Run
- Water Vapor and Clouds on the Habitable-Zone Sub-Neptune Exoplanet K2-18b
- The Exoplanet Population Observation Simulator. I - The Inner Edges of Planetary Systems
- How to Characterize Habitable Worlds and Signs of Life
- Photoevaporation and High-Eccentricity Migration Created the Sub-Jovian Desert
- Atmospheres of low-mass planets: the "boil-off"
- Warm Jupiters are less lonely than hot Jupiters: close neighbours
- Habitable Moist Atmospheres On Terrestrial Planets Near the Inner Edge Of the Habitable Zone Around M-dwarfs
- They are Small Worlds After All: Revised Properties of Kepler M Dwarf Stars and their Planets
- The Occurrence of Rocky Habitable Zone Planets Around Solar-Like Stars from Kepler Data
- Kepler Planet Occurrence Rates for Mid-Type M Dwarfs as a Function of Spectral Type
- Exoplanet Biosignatures: Observational Prospects
- How formation time-scales affect the period dependence of the transition between rocky super-Earths and gaseous sub-Neptunes and implications for
- Lower Limits on Aperture Size for an ExoEarth-Detecting Coronagraphic Mission
- Searching the Entirety of Kepler Data. II. Occurrence Rate Estimates for FGK Stars
- Spitzer Observations Confirm and Rescue the Habitable-Zone Super-Earth K2-18b for Future Characterization
- A Spectroscopic Analysis of the California-Kepler Survey Sample: I. Stellar Parameters, Planetary Radii and a Slope in the Radius Gap
- Photoevaporation vs. core-powered mass-loss: model comparison with the 3D radius gap
- Habitability of Terrestrial-Mass Planets in the HZ of M Dwarfs. I. H/He-Dominated Atmospheres
- Kepler-21b: A rocky planet around a V = 8.25 magnitude star
- Conclusive evidence for a population of water-worlds around M-dwarfs remains elusive
- Characterizing the variable dust permeability of planet-induced gaps
- Atmospheric Regimes and Trends on Exoplanets and Brown Dwarfs
- Accounting for Incompleteness due to Transit Multiplicity in Kepler Planet Occurrence Rates
- Rotation periods and seismic ages of KOIs - comparison with stars without detected planets from Kepler observations
- Exoplanet Classification and Yield Estimates for Direct Imaging Missions
- Accretion of Uranus and Neptune from inward-migrating planetary embryos blocked by Jupiter and Saturn
- Testing exoplanet evaporation with multi-transiting systems
- Improving the Accuracy of Planet Occurrence Rates from Kepler using Approximate Bayesian Computation
- Occurrence and Architecture of Kepler Planetary Systems as Functions of Stellar Mass and Effective Temperature
- Spectra of Earth-like Planets Through Geological Evolution Around FGKM Stars
- Uncovering Circumbinary Planetary Architectural Properties from Selection Biases
- The Kepler Dichotomy in Planetary Disks: Linking Kepler Observables to Simulations of Late-Stage Planet Formation
- Apodized pupil Lyot coronagraphs for arbitrary apertures. V. Hybrid Shaped Pupil designs for imaging Earth-like planets with future space observatories
- What are little worlds made of? Stellar abundances and the building blocks of planets
- From Cosmic Birth to Living Earths: The Future of UVOIR Space Astronomy
- Dawes Review. The tidal downsizing hypothesis of planet formation
- Evolutionary Models of Super-Earths and Mini-Neptunes Incorporating Cooling and Mass Loss
- How planets grow by pebble accretion II: Analytical calculations on the evolution of polluted envelopes
- A New Empirical Constraint on the Prevalence of Technological Species in the Universe
- Dipper disks not inclined towards edge-on orbits
- Relative Likelihood for Life as a Function of Cosmic Time
- Elemental Abundances of Kepler Objects of Interest in APOGEE. I. Two Distinct Orbital Period Regimes Inferred from Host Star Iron Abundances
- Zodiacal Exoplanets in Time (ZEIT) II. A "Super-Earth" Orbiting a Young K Dwarf in the Pleiades Neighborhood
- Constraining the entropy of formation from young transiting planets
- Revision of Earth-sized Kepler Planet Candidate Properties with High Resolution Imaging by Hubble Space Telescope
- The fundamentals of Lyman-alpha exoplanet transits
- Using the Inclinations of Kepler Systems to Prioritize New Titius-Bode-Based Exoplanet Predictions
- Simulating the Exoplanet Yield of a Space-based MIR Interferometer Based on Kepler Statistics
- Accounting for Multiplicity in Calculating Eta Earth
- Challenges to Constraining Exoplanet Masses via Transmission Spectroscopy
- The Mass Distribution Function of Planets
- Tidal Downsizing Model. III. Planets from sub-Earths to Brown Dwarfs: structure and metallicity preferences
- Formation of planetary systems by pebble accretion and migration: Hot super-Earth systems from breaking compact resonant chains
- The Curious Case of KOI 4: Confirming Kepler's First Exoplanet
- The initial physical conditions of Kepler-36 b & c
- Convective inhibition with an atmosphere, I: super-critical cores on sub-Neptune/super-Earths
- Rocky Planet Formation: Quick and Neat
- Why do we find ourselves around a yellow star instead of a red star?
- A Minimum Mass Nebula for M Dwarfs
- Developing Ecospheres on Transiently Habitable Planets: The Genesis Project
- Scaling K2. IV. A Uniform Planet Sample for Campaigns 1-8 and 10-18
- In Search of Future Earths: Assessing the possibility of finding Earth analogues in the later stages of their habitable lifetimes
- A possible correlation between planetary radius and orbital period for small planets
- Bayesian evidence for the prevalence of waterworlds
- Planet Occurrence Rate Correlated to Stellar Dynamical History: Evidence from Kepler and Gaia
- Detection and characterization of an ultra-dense sub-Neptune planet orbiting the Sun-like star HD 119130
- Quantitative estimates of the surface habitability of Kepler-452b
- Three planets transiting the evolved star EPIC 249893012: a hot 8.8-M super-Earth and two warm 14.7 and 10.2-M sub-Neptunes
- Exoplanet Populations and their Dependence on Host Star Properties
- Tidal Downsizing Model. IV. Destructive feedback in planets
- The SOPHIE search for northern extrasolar planets-XIX. A system including a cold sub-Neptune potentially transiting a V = 6.5 star HD88986
- Impact of ηearth on the capabilities of affordable space missions to detect biosignatures on extrasolar planets
- Planetary Torque in 3D Isentropic Disks
- The occurrence rate of exoplanets orbiting ultracool dwarfs as probed by K2
- The HD 93963 A transiting system: A 1.04d super-Earth and a 3.65 d sub-Neptune discovered by TESS and CHEOPS
- Planet occurrence rate density models including stellar effective temperature
- Scaling K2. III. Comparable Planet Occurrence in the FGK Samples of Campaign 5 and Kepler
- TASTE V. A new ground-based investigation of orbital decay in the ultra-hot Jupiter WASP-12b
- Dynamical Evolution of Closely Packed Multiple Planetary Systems Subject to Atmospheric Mass-Loss
- Biofluorescent Worlds II. Biological fluorescence induced by stellar UV flares, a new temporal biosignature
- No Metallicity Correlation Associated with the Kepler Dichotomy
- The Enigmatic and Ephemeral M Dwarf System KOI 6705: Cheshire Cat or Wild Goose?
- Eta-Earth Revisited II: Deriving a Maximum Number of Earth-like Habitats in the Galactic Disk
- Planetesimals Around Stars with TESS (PAST): II. An M Dwarf "Dipper" Star with a Long-Lived Disk in the TESS Continuous Viewing Zone
- Exoplanet atmosphere evolution: emulation with neural networks
- Survival Function Analysis of Planet Size Distribution with GAIA Data Release 2 Updates
- Minimal conditions for survival of technological civilizations in the face of stellar evolution
- A Distinct Population of Small Planets: Sub-Earths
- Spacing of Kepler Planets: Sculpting by Dynamical Instability
- Binary stripping as a plausible origin of correlated pairs of extreme trans-Neptunian objects
- The Terrestrial Planet Formation around M Dwarfs: In-situ, Inward Migration or Reversed Migration
- Sensitivity Analyses of Exoplanet Occurrence Rates from Kepler and Gaia
- The Size Distribution of Inhabited Planets
- Unveiling the Planet Population at Birth
- Three direct imaging epochs could constrain the orbit of Earth 2.0 inside the habitable zone
- Revising Properties of Planet-host Binary Systems II: Apparent Near-Earth Analog Planets in Binaries Are Often Sub-Neptunes
- A super-Earth and a mini-Neptune around Kepler-59
- Combining Photometry and Astrometry to Improve Orbit Retrieval of Directly Imaged Exoplanets
- Sequential Monte Carlo Methods in the nimble R Package
- Radius and mass distribution of ultra-short period planets
- On the Habitability of Our Universe
- Exploring Long-period Architectures: Four New Planet Candidates from Kepler with Periods >342 days