The Influence of 10 Unique Chemical Elements in Shaping the Distribution of Kepler Planets
arXiv:2111.01753 · doi:10.3847/1538-3881/ac3a06
Abstract
The chemical abundances of planet-hosting stars offer a glimpse into the composition of planet-forming environments. To further understand this connection, we make the first ever measurement of the correlation between planet occurrence and chemical abundances for ten different elements (C, Mg, Al, Si, S, K, Ca, Mn, Fe, and Ni). Leveraging data from the Apache Point Observatory Galactic Evolution Experiment (APOGEE) and Gaia to derive precise stellar parameters (, ) for a sample of 1,018 Kepler Objects of Interest, we construct a sample of well-vetted Kepler planets with precisely measured radii (). After controlling for biases in the Kepler detection pipeline and the selection function of the APOGEE survey, we characterize the relationship between planet occurrence and chemical abundance as the number density of nuclei of each element in a star's photosphere raised to a power, . varies by planet type, but is consistent within our uncertainties across all ten elements. For hot planets ( = 1-10 days), an enhancement in any element of 0.1 dex corresponds to an increased occurrence of 20% for Super-Earths () and 60% for Sub-Neptunes (). Trends are weaker for warm ( = 10-100 days) planets of all sizes and for all elements, with the potential exception of Sub-Saturns (). Finally, we conclude this work with a caution to interpreting trends between planet occurrence and stellar age due to degeneracies caused by Galactic chemical evolution and make predictions for planet occurrence rates in nearby open clusters to facilitate demographics studies of young planetary systems.
arXiv commentAccepted to AJ; 25 Figures; 67 Pages
References in corpus (128)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- emcee: The MCMC Hammer
- Gaia Data Release 2. Summary of the contents and survey properties
- The Transiting Exoplanet Survey Satellite
- Binary companions of evolved stars in APOGEE DR14: Search method and catalog of ~5,000 companions
- MESA Isochrones and Stellar Tracks (MIST). I: Solar-Scaled Models
- The 2.5 m Telescope of the Sloan Digital Sky Survey
- SDSS-III: Massive Spectroscopic Surveys of the Distant Universe, the Milky Way Galaxy, and Extra-Solar Planetary Systems
- MESA Isochrones and Stellar Tracks (MIST) 0: Methods for the construction of stellar isochrones
- The Apache Point Observatory Galactic Evolution Experiment (APOGEE)
- Estimating distances from parallaxes IV: Distances to 1.33 billion stars in Gaia Data Release 2
- The K2 Mission: Characterization and Early results
- Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe
- The California-Kepler Survey. III. A Gap in the Radius Distribution of Small Planets
- The Sixteenth Data Release of the Sloan Digital Sky Surveys: First Release from the APOGEE-2 Southern Survey and Full Release of eBOSS Spectra
- A 3D Dust Map Based on Gaia, Pan-STARRS 1 and 2MASS
- Planet Occurrence within 0.25 AU of Solar-type Stars from Kepler
- The false positive rate of Kepler and the occurrence of planets
- Radial Mixing in Galactic Discs
- The effects of snowlines on C/O in planetary atmospheres
- Spectroscopic [Fe/H] for 98 extra-solar planet-host stars: Exploring the probability of planet formation
- The Keck Planet Search: Detectability and the Minimum Mass and Orbital Period Distribution of Extrasolar Planets
- Kepler Input Catalog: Photometric Calibration and Stellar Classification
- Prevalence of Earth-size planets orbiting Sun-like stars
- Kepler planets: a tale of evaporation
- The evaporation valley in the Kepler planets
- ASPCAP: The Apogee Stellar Parameter and Chemical Abundances Pipeline
- How to Constrain Your M Dwarf: measuring effective temperature, bolometric luminosity, mass, and radius
- Chemical Cartography with APOGEE: Metallicity Distribution Functions and the Chemical Structure of the Milky Way Disk
- Spectroscopic parameters for 451 stars in the HARPS GTO planet search program. Stellar [Fe/H] and the frequency of exo-Neptunes
- The formation and retention of gas giant planets around stars with a range of metallicities
- The California Kepler Survey VII. Precise Planet Radii Leveraging Gaia DR2 Reveal the Stellar Mass Dependence of the Planet Radius Gap
- Estimating distances from parallaxes
- APOGEE Data and Spectral Analysis from SDSS Data Release 16: Seven Years of Observations Including First Results from APOGEE-South
- The Optical to Mid-Infrared Extinction Law Based on the APOGEE, Gaia DR2, Pan-STARRS1, SDSS, APASS, 2MASS and WISE Surveys
- The Data Reduction Pipeline for the Apache Point Observatory Galactic Evolution Experiment
- A Spectroscopic Study of the Ancient Milky Way: F- and G-Type Stars in the Third Data Release of the Sloan Digital Sky Survey
- A new implementation of the infrared flux method using the 2MASS catalogue
- Sculpting the Valley in the Radius Distribution of Small Exoplanets as a by-product of Planet Formation: The Core-Powered Mass-Loss Mechanism
- Target Selection for the Apache Point Observatory Galactic Evolution Experiment (APOGEE)
- The Lick Planet Search: Detectability and Mass Thresholds
- Terrestrial Planet Occurrence Rates for the Kepler GK Dwarf Sample
- The California-Kepler Survey. IV. Metal-rich Stars Host a Greater Diversity of Planets
- How to Constrain Your M dwarf II: the mass-luminosity-metallicity relation from 0.075 to 0.70
- Spectral Properties of Cool Stars: Extended Abundance Analysis of 1617 Planet Search Stars
- Three regimes of extrasolar planets inferred from host star metallicities
- The Apache Point Observatory Galactic Evolution Experiment (APOGEE) Spectrographs
- Revised Radii of Kepler Stars and Planets Using Gaia Data Release 2
- A stellar-mass-dependent drop in planet occurrence rates
- Target Selection for the SDSS-IV APOGEE-2 Survey
- APOGEE Data Releases 13 and 14: Data and Analysis
- Asteroseismology and Gaia: Testing Scaling Relations Using 2200 Kepler Stars with TGAS Parallaxes
- Characterization of exoplanets from their formation II: The planetary mass-radius relationship
- SOPHIE velocimetry of Kepler transit candidates XVII. The physical properties of giant exoplanets within 400 days of period
- The Derivation, Properties and Value of Kepler's Combined Differential Photometric Precision
- Planetary Candidates Observed by Kepler VI: Planet Sample from Q1-Q16 (47 Months)
- The Exoplanet Population Observation Simulator. I - The Inner Edges of Planetary Systems
- Accurate parameters of 93 solar-type Kepler targets
- On the metallicity of open clusters. III. Homogenised sample
- A generalized bayesian inference method for constraining the interiors of super Earths and sub-Neptunes
- The Exoplanet Census: A General Method, Applied to Kepler
- Stellar Parameters and Metallicities of Stars Hosting Jovian and Neptunian Mass Planets: A Possible Dependence of Planetary Mass on Metallicity
- Occurrence Rates of Planets orbiting FGK Stars: Combining Kepler DR25, Gaia DR2 and Bayesian Inference
- Signatures of the Core-Powered Mass-Loss Mechanism in the Exoplanet Population: Dependence on Stellar Properties and Observational Predictions
- Revealing A Universal Planet-Metallicity Correlation For Planets of Different Sizes Around Solar-Type Stars
- Statistical properties of exoplanets. I. The period distribution: constraints for the migration scenario
- The Gaia-Kepler Stellar Properties Catalog. II. Planet Radius Demographics as a Function of Stellar Mass and Age
- Chemical Cartography with APOGEE: Large-scale Mean Metallicity Maps of the Milky Way
- Chemistry and Kinematics in the Solar Neighborhood: Implications for Stellar Populations and for Galaxy Evolution
- The California-Kepler Survey. II. Precise Physical Properties of 2025 Kepler Planets and Their Host Stars
- Molecular abundances and C/O ratios in chemically evolving planet-forming disk midplanes
- The SDSS-III APOGEE Spectral Line List for H-band Spectroscopy
- Confirmation of the DR2 parallax zero-point offset using asteroseismology and spectroscopy in the field
- The Open Cluster Chemical Abundances and Mapping Survey: IV. Abundances for 128 Open Clusters using SDSS/APOGEE DR16
- Zodiacal Exoplanets In Time (ZEIT) I: A Neptune-sized planet orbiting an M4.5 dwarf in the Hyades Star Cluster
- The APOGEE Data Release 16 Spectral Line List
- Extrasolar planet population synthesis III. Formation of planets around stars of different masses
- New H-band Stellar Spectral Libraries for the SDSS-III/APOGEE survey
- Bayesian analysis of ages, masses, and distances to cool stars with non-LTE spectroscopic parameters
- Close Binary Companions to APOGEE DR16 Stars: 20,000 Binary-star Systems Across the Color-Magnitude Diagram
- Exploring the alpha-enhancement of metal-poor planet-hosting stars. The Kepler and HARPS samples
- Retired A Stars Revisited: An Updated Giant Planet Occurrence Rate as a Function of Stellar Metallicity and Mass
- A Spectroscopic Analysis of the California-Kepler Survey Sample: I. Stellar Parameters, Planetary Radii and a Slope in the Radius Gap
- Hot Jupiters are Destroyed by Tides While Their Host Stars are on the Main Sequence
- On the formation time scale and core masses of gas giant planets
- Abundance Analysis of Planetary Host Stars I. Differential Iron Abundances
- Spectroscopy of Faint Kepler Mission Exoplanet Candidate Host Stars
- Silicon and Oxygen Abundances in Planet-Host Stars
- Measuring Transit Signal Recovery in the Kepler Pipeline II: Detection Efficiency as Calculated in One Year of Data
- On the Metallicities of Kepler Stars
- A Super-Solar Metallicity For Stars With Hot Rocky Exoplanets
- From planetesimals to planets: volatile molecules
- A Probabilistic Approach to Kepler Completeness and Reliability for Exoplanet Occurrence Rates
- Zodiacal Exoplanets in Time (ZEIT) VI: a three-planet system in the Hyades cluster including an Earth-sized planet
- Four Sub-Saturns with Dissimilar Densities: Windows into Planetary Cores and Envelopes
- Zodiacal Exoplanets in Time (ZEIT) V: A Uniform Search for Transiting Planets in Young Clusters Observed by K2
- Chemical Abundances of Main-Sequence, Turnoff, Subgiant and red giant Stars from APOGEE spectra II: Atomic Diffusion in M67 Stars
- Zodiacal Exoplanets in Time (ZEIT) VIII: A Two Planet System in Praesepe from K2 Campaign 16
- The Star-Planet Connection I: Using Stellar Composition to Observationally Constrain Planetary Mineralogy for the Ten Closest Stars
- Detection of Potential Transit Signals in 17 Quarters of Kepler Data: Results of the Final Kepler Mission Transiting Planet Search (DR25)
- Bayesian analysis of interiors of HD 219134b, Kepler-10b, Kepler-93b, CoRoT-7b, 55 Cnc e, and HD 97658b using stellar abundance proxies
- Sodium and Oxygen Abundances in the Open Cluster NGC 6791 from APOGEE H-Band Spectroscopy
- Testing the radius scaling relation with DR2 in the field
- Kepler Exoplanet Candidate Host Stars are Preferentially Metal Rich
- Chemical Abundances of Main-Sequence, Turn-off, Subgiant and red giant Stars from APOGEE spectra I: Signatures of Diffusion in the Open Cluster M67
- Metallicity-Dependent Signatures in the Kepler Planets
- Properties and occurrence rates of exoplanet candidates as a function of host star metallicity from the DR25 catalog
- Chemical abundances of 1111 FGK stars from the HARPS GTO planet search program IV. Carbon and C/O ratios for Galactic stellar populations and planet hosts
- Measuring Transit Signal Recovery in the Kepler Pipeline. III. Completeness of the Q1-Q17 DR24 Planet Candidate Catalogue, with Important Caveats for Occurrence Rate Calculations
- A Continuum of Planet Formation Between 1 and 4 Earth Radii
- Connecting substellar and stellar formation. The role of the host star's metallicity
- 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
- HAT-P-67b: An Extremely Low Density Saturn Transiting an F-Subgiant Confirmed via Doppler Tomography
- Influence of Stellar Metallicity on Occurrence Rates of Planets and Planetary Systems
- Zodiacal Exoplanets in Time (ZEIT) VII: A Temperate Candidate Super-Earth in the Hyades Cluster
- Reassessment of the Null Result of the HST Search for Planets in 47 Tucanae
- Chemical abundances of 1111 FGK stars from the HARPS-GTO planet search sample. III. Sulfur
- Identifying False Alarms in the Kepler Planet Candidate Catalog
- Planets Around Low-Mass Stars (PALMS). V. Age-Dating Low-Mass Companions to Members and Interlopers of Young Moving Groups
- Timing the Evolution of the Galactic Disk with NGC 6791: An Open Cluster with Peculiar High- Chemistry as seen by APOGEE
- The Metallicity-Period-Mass Diagram of low-mass exoplanets
- The APOGEE Spectroscopic Survey of Kepler Planet Hosts: Feasibility, Efficiency, and First Results
- The velocity ellipsoid in the Galactic disc using Gaia DR1
- Reliability Correction is Key for Robust Kepler Occurrence Rates
- Chemical abundances of neutron capture elements in exoplanet-hosting stars
- A Spectroscopic Analysis of the California-Kepler Survey Sample: II. Correlations of Stellar Metallicities with Planetary Architectures
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- Creating the Radius Gap without Mass Loss
- Scaling K2. VI. Reduced Small Planet Occurrence in High Galactic Amplitude Stars
- Searching for Giant Exoplanets around M-dwarf Stars (GEMS) I: Survey Motivation
- Galactic chemical evolution of exoplanet host stars: Are high-mass planetary systems young?
- A High-Resolution Spectroscopic Survey of Directly Imaged Companion Hosts: I. Determination of diagnostic stellar abundances for planet formation and composition
- A comprehensive study of the relations between the properties of planetary systems and the chemical compositions of their host stars
- On the Dynamical Erasure of Initial Conditions in Multi-Planetary Systems
- Characterization of low-mass companions to objects of interest observed with APOGEE-N
- The Multiband Imaging Survey for High-Alpha PlanetS (MISHAPS) I: Preliminary Constraints on the Occurrence Rate of Hot Jupiters in 47 Tucanae