Planetary Population Synthesis and the Emergence of Four Classes of Planetary System Architectures
arXiv:2303.00012 · doi:10.1140/epjp/s13360-023-03784-x
Abstract
Planetary population synthesis is a tool to understand the physics of planetary system formation. It builds on a model that includes a multitude of physical processes. The outcome can be statistically compared with exoplanet observations. Here, we review the population synthesis method and then use one population to explore how different planetary system architectures emerge and which conditions lead to their formation. The systems can be classified into four main architectures: Class I of near-in situ compositionally ordered terrestrial and ice planets, Class II of migrated sub-Neptunes, Class III of mixed low-mass and giant planets, broadly similar to the Solar System, and Class IV of dynamically active giants without inner low-mass planets. These four classes exhibit distinct typical formation pathways and are characterised by certain mass scales. Class I systems form from the local accretion of planetesimals followed by a giant impact phase, and the final planet masses correspond to the `Goldreich mass'. Class II systems form when planets reach the `equality mass' (equal accretion and migration timescales) before the dispersal of the gas disc, but not large enough to allow for rapid gas accretion. Giant planets form when the `equality mass' allows for rapid gas accretion while the planet are migrating, i.e. when the critical core mass is reached. The main discriminant of the four classes is the initial mass of solids in the disc, with contributions from the lifetime and mass of the gas disc. The breakdown into classes allows to better understand which physical processes are dominant. Comparison with observations reveals certain differences to the actual population, pointing at limitation of theoretical understanding. For example, the overrepresentation of synthetic super Earths and sub-Neptunes in Class I causes these planets to be found at lower metallicities than in observations.
arXiv commentInvited review accepted for publication in EPJ+, Focus Point on Environmental and Multiplicity Effects on Planet Formation by guest editors G. Lodato and C.F. Manara
References in corpus (101)
- Disk Frequencies and Lifetimes in Young Clusters
- The California-Kepler Survey. III. A Gap in the Radius Distribution of Small Planets
- A low mass for Mars from Jupiter's early gas-driven migration
- Towards a Deterministic Model of Planetary Formation I: a Desert in the Mass and Semi Major Axis Distributions of Extra Solar Planets
- The Keck Planet Search: Detectability and the Minimum Mass and Orbital Period Distribution of Extrasolar Planets
- Giant Planet Occurrence in the Stellar Mass-Metallicity Plane
- Models of Giant Planet formation with migration and disc evolution
- The HARPS search for southern extra-solar planets XXXI. The M-dwarf sample
- The Occurrence and Mass Distribution of Close-in Super-Earths, Neptunes, and Jupiters
- ALMA Survey of Lupus Protoplanetary Disks I: Dust and Gas Masses
- On the width and shape of gaps in protoplanetary disks
- The formation and retention of gas giant planets around stars with a range of metallicities
- A torque formula for non-isothermal Type I planetary migration - II. Effects of diffusion
- Towards a deterministic model of planetary formation. III. Mass distribution of short-period planets around stars of various masses
- The Gemini Planet Imager Exoplanet Survey: Giant Planet and Brown Dwarf Demographics From 10-100 AU
- Two accreting protoplanets around the young star PDS 70
- A Steeper than Linear Disk Mass-Stellar Mass Scaling Relation
- A torque formula for non-isothermal Type I planetary migration - I. Unsaturated horseshoe drag
- Timescale of Mass Accretion in Pre-Main-Sequence Stars
- The California Planet Survey I. Four New Giant Exoplanets
- Toward a Deterministic Model of Planetary Formation V. Accumulation Near the Ice Line
- Models of the in situ formation of detected extrasolar giant planets
- The California-Kepler Survey. IV. Metal-rich Stars Host a Greater Diversity of Planets
- Planetary population synthesis coupled with atmospheric escape: a statistical view of evaporation
- Reversing type II migration: resonance trapping of a lighter giant protoplanet
- The HARPS search for southern extra-solar planets XXXIV. Occurrence, mass distribution and orbital properties of super-Earths and Neptune-mass planets
- The VLA/ALMA Nascent Disk and Multiplicity (VANDAM) Survey of Orion Protostars. A Statistical Characterization of Class 0 and I Protostellar Disks
- The California-Kepler Survey V. Peas in a Pod: Planets in a Kepler Multi-planet System are Similar in Size and Regularly Spaced
- The California-Kepler Survey. I. High Resolution Spectroscopy of 1305 Stars Hosting Kepler Transiting Planets
- Initial Conditions of Planet Formation: Lifetimes of Primordial Disks
- Oligarchic growth of giant planets
- Spectroscopic metallicities for planet-host stars: extending the samples
- Compositional imprints in density-distance-time: a rocky composition for close-in low-mass exoplanets from the location of the valley of evaporation
- The Exoplanet Mass-Ratio Function from the MOA-II Survey: Discovery of a Break and Likely Peak at a Neptune Mass
- Hints for a Turnover at the Snow Line in the Giant Planet Occurrence Rate
- The great dichotomy of the Solar System: small terrestrial embryos and massive giant planet cores
- Tidal friction in close-in satellites and exoplanets. The Darwin theory re-visited
- To Cool is to Accrete: Analytic Scalings for Nebular Accretion of Planetary Atmospheres
- Toward a Deterministic Model of Planetary Formation VI: Dynamical Interaction and Coagulation of Multiple Rocky Embryos and Super-Earth Systems around Solar Type Stars
- Giant planets orbiting metal-rich stars show signatures of planet-planet interactions
- An Increase in the Mass of Planetary Systems around Lower-Mass Stars
- Migration and giant planet formation
- On the Minimum Core Mass for Giant Planet Formation at Wide Separations
- Toward a Deterministic Model of Planetary Formation VII: Eccentricity Distribution of Gas Giants
- Extrasolar planet population synthesis II: Statistical comparison with observation
- Final Stages of Planet Formation
- Theoretical models of planetary system formation: mass vs semi-major axis
- On the formation of planetary systems via oligarchic growth in thermally evolving viscous discs
- An Excess of Jupiter Analogs in Super-Earth Systems
- The Super Earth-Cold Jupiter Relations
- The VLA Nascent Disk And Multiplicity Survey of Perseus Protostars (VANDAM). IV. Free-Free Emission from Protostars: Links to Infrared Properties, Outflow Tracers, and Protostellar Disk Masses
- Statistics of Long Period Gas Giant Planets in Known Planetary Systems
- Kepler Multi-Planet Systems Exhibit Unexpected Intra-system Uniformity in Mass and Radius
- Images of Embedded Jovian Planet Formation At A Wide Separation Around AB Aurigae
- From stellar nebula to planets: the refractory components
- Viscous diffusion and photoevaporation of stellar disks
- Fast Rise of "Neptune-Size" Planets () from to days -- Statistics of Kepler Planet Candidates Up to
- Global Models of Planet Formation and Evolution
- Towards a Population Synthesis Model of Objects formed by Self-Gravitating Disc Fragmentation and Tidal Downsizing
- A giant exoplanet orbiting a very low-mass star challenges planet formation models
- Circumstellar Disk Lifetimes In Numerous Galactic Young Stellar Clusters
- On the coorbital corotation torque in a viscous disk and its impact on planetary migration
- The FRIED grid of mass loss rates for externally irradiated protoplanetary discs
- Retired A Stars Revisited: An Updated Giant Planet Occurrence Rate as a Function of Stellar Metallicity and Mass
- Planet population synthesis driven by pebble accretion in cluster environments
- Towards a population synthesis model of self-gravitating disc fragmentation and tidal downsizing II: The effect of fragment-fragment interactions
- Microlensing Results Challenge the Core Accretion Runaway Growth Scenario for Gas Giants
- The Ophiuchus DIsk Survey Employing ALMA (ODISEA): Disk Dust Mass Distributions across Protostellar Evolutionary Classes
- Planetary population synthesis
- Formation, Orbital and Internal Evolutions of Young Planetary Systems
- Stellar clustering shapes the architectures of planetary systems
- Tidally-driven Roche-Lobe Overflow of Hot Jupiters with MESA
- The Correlation Between Metallicity and Debris Disk mass
- Slowing Down Type II Migration of Gas Giants to Match Observational Data
- Jupiter Analogues Orbit Stars with an Average Metallicity Close to that of the Sun
- Planet Formation Theory in the Era of ALMA and Kepler: from Pebbles to Exoplanets
- Global models of planetary system formation in radiatively-inefficient protoplanetary discs
- Diverse outcomes of planet formation and composition around low-mass stars and brown dwarfs
- The Role of Disk Winds in the Evolution and Dispersal of Protoplanetary Disks
- Setting the Stage for Planet Formation: Measurements and Implications of the Fundamental Disk Properties
- Tidal Downsizing model. I. Numerical methods: saving giant planets from tidal disruptions
- A framework for the architecture of exoplanetary systems. I. Four classes of planetary system architecture
- Planet Formation: An Optimized Population-Synthesis Approach
- Realistic On-the-fly Outcomes of Planetary Collisions II: Bringing Machine Learning to N-body Simulations
- Atmosphere loss in planet-planet collisions
- Planet Population Synthesis
- On the survival of resonant and non-resonant planetary systems in star clusters
- The growth and migration of massive planets under the influence of external photoevaporation
- Removal of Hot Saturns in Mass-Radius Plane by Runaway Mass Loss
- On the diversity in mass and orbital radius of giant planets formed via disk instability
- Formation of Planetary Populations I: Metallicity & Envelope Opacity Effects
- ALMA observations require slower Core Accretion runaway growth
- Reversing type II migration: resonance trapping of a lighter giant protoplanet
- Using Deep Neural Networks to compute the mass of forming planets
- A framework for the architecture of exoplanetary systems. II. Nature versus nurture: Emergent formation pathways of architecture classes
- On the multiple generations of planetary embryos
- Architectures of Compact Multi-planet Systems: Diversity and Uniformity
- Formation of Planetary Populations II: Effects of Initial Disk Size & Radial Dust Drift
- Planet population synthesis: The role of stellar encounters
- Combined Effects of Disk Winds and Turbulence-Driven Accretion on Planet Populations
- Formation of Planetary Populations III: Core Composition & Atmospheric Evaporation
Cited by in corpus (18)
- Planet formation via pebble accretion in externally photoevaporating discs
- Unveiling the internal structure and formation history of the three planets transiting HIP 29442 (TOI-469) with CHEOPS
- TOI-5678 b: A 48-day transiting Neptune-mass planet characterized with CHEOPS and HARPS
- First Comparative Exoplanetology Within a Transiting Multi-planet System: Comparing the atmospheres of V1298 Tau b and c
- Competing chemical signatures in the atmosphere of TOI-270 d: Inference of sulfur and carbon chemistry
- DIPSY: A new Disc Instability Population SYnthesis, II. The Populations of Companions Formed Through Disc Instability
- The CARMENES search for exoplanets around M dwarfs. Occurrence rates of Earth-like planets around very low-mass stars
- Searching for Hot Water World Candidates with CHEOPS: Refining the radii and analysing the internal structures and atmospheric lifetimes of TOI-238 b and TOI-1685 b
- The New Generation Planetary Population Synthesis (NGPPS). VII. Statistical comparison with the HARPS/Coralie survey
- The New Generation Planetary Population Synthesis (NGPPS) VIII. Impact of host star metallicity on planet occurrence rates, orbital periods, eccentricities, and radius valley morphology
- Diversities and similarities exhibited by multi-planetary systems and their architectures: I. Orbital spacings
- Estimating the Mass Escaping Rates of Radius-valley-spanning Planets in the TOI-431 System via X-Ray and Ultraviolet Evaporation
- Earth-like planet predictor: A machine learning approach
- On the Ordering of Exoplanet Systems
- A Sequoia stellar candidate with very high 7Li and 9Be
- Rapid and Predictive Planet Population Synthesis Model (RAPPS) I. Upgraded model and resulting synthetic populations
- Sub-Neptunes Show a Stronger Correlation with Cold Jupiters than Super-Earths Especially in Metal-rich Systems
- Do Outer Giants Inflate Neptune-sized Planets? An Architecture-Dependent Mass-Radius Relation