A planet-host ratio relation to synthesize microlensing and transiting exoplanet demography from Roman
arXiv:2506.24004 · doi:10.1093/mnras/stag088
Abstract
The NASA Nancy Grace Roman Space Telescope (Roman) will be the first survey able to detect large numbers of both cold and hot exoplanets across Galactic distances: 1,400 cold exoplanets via microlensing and 200,000 hot, transiting planets. Differing sensitivities to planet bulk properties between the microlensing and transit methods require relations like a planet mass--radius relation (MRR) to mediate. We propose using instead a planet--host {\em ratio} relation (PHRR) to couple directly microlensing and transit observables in demographic forward-modelling simulations. Unlike the MRR, a PHRR uses parameters that are always measured and so can potentially leverage the full Roman exoplanet sample. Using 908 confirmed exoplanets from the NASA Exoplanet Archive, we show that transit depth, , and planet--host mass ratio, , obey a PHRR that is continuous over all planet scales. The PHRR is improved by including orbital period, , and host effective temperature, . We compare several candidate PHRRs of the form , with the Bayesian Information Criterion favouring power-law dependence on and , and broken power-law dependence on . The break in itself depends on , as do the power-law slopes in either side of the break. The favoured PHRR achieves a fairly uniform relative precision in for all . Approximately of the sample has a transit depth that is strongly over-predicted by the PHRR; around half of these are associated with large stars () potentially subject to Malmquist bias.
Accepted for publication in MNRAS
References in corpus (36)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Astropy: A Community Python Package for Astronomy
- The NumPy array: a structure for efficient numerical computation
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The California-Kepler Survey. III. A Gap in the Radius Distribution of Small Planets
- Planetary Radii across Five Orders of Magnitude in Mass and Stellar Insolation: Application to Transits
- The evaporation valley in the Kepler planets
- Probabilistic Forecasting of the Masses and Radii of Other Worlds
- Growth Model Interpretation of Planet Size Distribution
- The Role of Core Mass in Controlling Evaporation: the Kepler Radius Distribution and the Kepler-36 Density Dichotomy
- Revised Radii of Kepler Stars and Planets Using Gaia Data Release 2
- The Mass of KOI-94d and a Relation for Planet Radius, Mass, and Incident Flux
- Compositional imprints in density-distance-time: a rocky composition for close-in low-mass exoplanets from the location of the valley of evaporation
- Predictions of the WFIRST Microlensing Survey I: Bound Planet Detection Rates
- The Exoplanet Mass-Ratio Function from the MOA-II Survey: Discovery of a Break and Likely Peak at a Neptune Mass
- Probabilistic Mass-Radius Relationship for Sub-Neptune-Sized Planets
- Revisited Mass-Radius relations for exoplanets below 120 Earth masses
- Evolutionary Analysis of Gaseous Sub-Neptune-Mass Planets with MESA
- Bayesian Analysis of Hot Jupiter Radius Anomalies: Evidence for Ohmic Dissipation?
- Predictions of the Nancy Grace Roman Space Telescope Galactic Exoplanet Survey II: Free-Floating Planet Detection Rates
- Two Empirical Regimes of the Planetary Mass-Radius Relation
- Factors Affecting the Radii of Close-in Transiting Exoplanets
- Investigating hot-Jupiter inflated radii with hierarchical Bayesian modelling
- Objects in Kepler's Mirror May be Larger Than They Appear: Bias and Selection Effects in Transiting Planet Surveys
- From super-Earths to sub-Neptunes: Observational constraints and connections to theoretical models
- A fading radius valley towards M-dwarfs, a persistent density valley across stellar types
- The mass-radius relation of exoplanets, revisited
- A Universal Break in the Planet-to-Star Mass-Ratio Function of Kepler MKG stars
- The IAU Working Definition of an Exoplanet
- Beyond the exoplanet mass-radius relation
- Analytic solutions to the maximum and average exoplanet transit depth for common stellar limb darkening laws
- Estimating Planetary Mass with Deep Learning
- Breaking up with the continuous exoplanet mass-radius relation
- Roman Observations Time Allocation Committee: Final Report and Recommendations
- Predictions of the Nancy Grace Roman Space Telescope Galactic Exoplanet Survey. IV. Lens Mass and Distance Measurements
- Technique-agnostic exoplanet demography for the Roman era -- I. Testing a demography retrieval framework using simulated Kepler-like transit datasets