The Effects of Cuboid Particle Scattering on Reflected Light Phase Curves: Insights from Laboratory Data and Theory
arXiv:2507.05485 · doi:10.3847/1538-4357/add7cf
Abstract
Understanding the optical properties of exoplanet cloud particles is a top priority. Many cloud condensates form as nonspherical particles and their optical properties can be very different from those of spheres. In this study, we focus on KCl particles, which likely form as cuboids in warm (T=500-1000K) exoplanet atmospheres. We compare the phase functions (at 532 nm wavelength) of KCl particles computed with Mie theory, the two-term Henyey-Greenstein (TTHG) approximation, laboratory data, and the discrete dipole approximation (DDA). Mie theory assumes scattering from spheres, while TTHG functions are used to approximate cloud scattering in two-stream radiative transfer models like PICASO. Laboratory measurements and DDA allow for a robust understanding of scattering from cuboid and deformed cuboid particle shapes. We input these phase functions into PICASO using cloud distributions from the cloud model Virga, to determine how different phase functions can impact the reflected-light intensities of the benchmark sub-Neptune, GJ 1214b. Simulated reflected light phase curves of GJ1214b produced using the TTHG, laboratory, and DDA phase curves differ by less than 3ppm. Our findings suggest that TTHG phase functions may be useful for approximating the scattering intensity of certain cuboid and irregular particle shapes. Future work should expand upon the wavelengths and particles considered to better determine when scattering approximations, like TTHG, may be useful in lieu of more accurate, but time-consuming laboratory measurements and/or nonspherical scattering theory.
arXiv comment14 pages, 9 figures
References in corpus (64)
- The NumPy array: a structure for efficient numerical computation
- Detection of an Extrasolar Planet Atmosphere
- A continuum from clear to cloudy hot-Jupiter exoplanets without primordial water depletion
- Clouds in the atmosphere of the super-Earth exoplanet GJ 1214b
- Precipitating Condensation Clouds in Substellar Atmospheres
- A super-Earth transiting a nearby low-mass star
- Neglected Clouds in T and Y Dwarf Atmospheres
- A ground-based transmission spectrum of the super-Earth exoplanet GJ1214b
- The Flat Transmission Spectrum of the Super-Earth GJ1214b from Wide Field Camera 3 on the Hubble Space Telescope
- A featureless transmission spectrum for the Neptune-mass exoplanet GJ 436b
- Modeling optical properties of cosmic dust grains using a distribution of hollow spheres
- Inference of Inhomogeneous Clouds in an Exoplanet Atmosphere
- Atmospheric Chemistry in Giant Planets, Brown Dwarfs, and Low-Mass Dwarf Stars III. Iron, Magnesium, and Silicon
- Thermal Emission and Albedo Spectra of Super Earths with Flat Transmission Spectra
- Quantitatively Assessing the Role of Clouds in the Transmission Spectrum of GJ 1214b
- Changing Phases of Alien Worlds: Probing Atmospheres of Kepler Planets with High-Precision Photometry
- Exoplanet Reflected Light Spectroscopy with PICASO
- Quenching of Carbon Monoxide and Methane in the Atmospheres of Cool Brown Dwarfs and Hot Jupiters
- Accuracy tests of radiation schemes used in hot Jupiter global circulation models
- The Atmospheric Chemistry of GJ 1214b: Photochemistry and Clouds
- A reflective, metal-rich atmosphere for GJ 1214b from its JWST phase curve
- High temperature condensate clouds in super-hot Jupiter atmospheres
- Observations of Exoplanet Atmospheres
- Exoplanet albedo spectra and colors as a function of planet phase, separation, and metallicity
- A comprehensive study of Kepler phase curves and secondary eclipses -- temperatures and albedos of confirmed Kepler giant planets
- A JWST transmission spectrum of a nearby Earth-sized exoplanet
- Treatment of overlapping gaseous absorption with the correlated-k method in hot Jupiter and brown dwarf atmosphere models
- 3D modeling of GJ1214b's atmosphere: formation of inhomogeneous high clouds and observational implications
- 3D modeling of GJ1214b's atmosphere: vertical mixing driven by an anti-Hadley circulation
- Aerosols in Exoplanet Atmospheres
- Spitzer Transits of the Super-Earth GJ1214b and Implications for Its Atmosphere
- Exoplanet Clouds
- Light scattering by fractal dust aggregates: I. Angular dependence of scattering
- Microphysics of KCl and ZnS Clouds on GJ 1214b
- An Independent Analysis of Kepler-4b through Kepler-8b
- The Hazy and Metal-Rich Atmosphere of GJ 1214 b Constrained by Near and Mid-Infrared Transmission Spectroscopy
- The Transiting System GJ1214: High-Precision Defocused Transit Observations and a Search for Evidence of Transit Timing Variation
- VLT/FORS2 comparative transmission spectroscopy II: confirmation of a cloud-deck and Rayleigh scattering in WASP-31b, but no potassium?
- Results from a set of three-dimensional numerical experiments of a hot Jupiter atmosphere
- A Uniform Search for Secondary Eclipses of Hot Jupiters in Kepler Q2 Lightcurves
- Aggregate Hazes in Exoplanet Atmospheres
- The effect of metallicity on the atmospheres of exoplanets with fully coupled 3D hydrodynamics, equilibrium chemistry, and radiative transfer
- A More Precise Mass for GJ 1214 b and the Frequency of Multi-Planet Systems Around Mid-M Dwarfs
- Microphysical Modeling of Mineral Clouds in GJ1214 b and GJ436 b: Predicting Upper Limits on the Cloud-Top Height
- A Theory of Exoplanet Transits with Light Scattering
- Light Scattering by Fractal Dust Aggregates. II. Opacity and Asymmetry Parameter
- Photochemical hazes in sub-Neptunian atmospheres with focus on GJ 1214 b
- The Nancy Grace Roman Space Telescope Coronagraph Instrument (CGI) Technology Demonstration
- Experimental phase function and degree of linear polarization of cometary dust analogs
- The Limits of the Primitive Equations of Dynamics for Warm, Slowly Rotating Small Neptunes and Super Earths
- Clouds of Fluffy Aggregates: How They Form in Exoplanetary Atmospheres and Influence Transmission Spectra
- Recent Transits of the Super-Earth Exoplanet GJ 1214b
- The Impact of Mixing Treatments on Cloud Modelling in 3D Simulations of Hot Jupiters
- Chasing rainbows and ocean glints: Inner working angle constraints for the Habitable Worlds Observatory
- Exoplanet Spectroscopy with JWST NIRISS: Diagnostics and Case Studies
- Mineral snowflakes on exoplanets and brown dwarfs: Effects of micro-porosity, size distributions, and particle shape
- Zodiacal Exoplanets in Time (ZEIT) IX: a flat transmission spectrum and a highly eccentric orbit for the young Neptune K2-25b as revealed by Spitzer
- Spatially Resolved Modeling of Optical Albedos for a Sample of Six Hot Jupiters
- The Impact of Phase Equilibrium Cloud Models on GCM Simulations of GJ~1214b
- Aerosols are not Spherical Cows: Using Discrete Dipole Approximation to Model the Properties of Fractal Particles
- A comparative study of WASP-67b and HAT-P-38b from WFC3 data
- Mineral Snowflakes on Exoplanets and Brown Dwarfs: Coagulation and Fragmentation of Cloud Particles with {\sc HyLandS}
- Light Scattering Measurements of KCl Particles as an Exoplanet Cloud Analog
- Reflected-light Phase Curves with PICASO: A Kepler-7b Case Study