Equilibrium chemistry down to 100 K - Impact of silicates and phyllosilicates on carbon/oxygen ratio
arXiv:1712.01010 · doi:10.1051/0004-6361/201732193
Abstract
We introduce a fast and versatile computer code, GGchem, to determine the chemical composition of gases in thermo-chemical equilibrium down to 100 K, with or without equilibrium condensation. We review the data for molecular equilibrium constants, kp(T), from several sources and discuss which functional fits are most suitable for low temperatures. We benchmark our results against another chemical equilibrium code. We collect Gibbs free energies, dG(T), for about 200 solid and liquid species from the NIST-JANAF database and the geophysical database SUPCRTBL. We discuss the condensation sequence of the elements with solar abundances in phase equilibrium down to 100 K. Once the major magnesium silicates Mg2SiO4[s] and MgSiO3[s] have formed, the dust/gas mass ratio jumps to a value of about 0.0045 which is significantly lower than the often assumed value of 0.01. Silicate condensation is found to increase the carbon/oxygen ratio (C/O) in the gas from its solar value of ~0.55 up to ~0.71, and, by the additional intake of water and hydroxyl into the solid matrix, the formation of phyllosilicates at temperatures below ~400 K increases the gaseous C/O further to about 0.83. Metallic tungsten (W) is the first condensate found to become thermodynamically stable around 1600 - 2200 K (depending on pressure), several hundreds of Kelvin before subsequent materials like zirconium dioxide (ZrO2) or corundum (Al2O3) can condense. We briefly discuss whether tungsten, despite its low abundance of ~2.E-7 times the silicon abundance, could provide the first seed particles for astrophysical dust formation. The GGchem code is publicly available at https://github.com/pw31/GGchem.
arXiv commentaccepted by A&A, 18 pages plus 16 pages appendix, 16 figures, and 5 long tables
References in corpus (67)
- The chemical composition of the Sun
- A grid of MARCS model atmospheres for late-type stars I. Methods and general properties
- Spectral Energy Distributions of T Tauri Stars With Passive Circumstellar Disks
- The Limiting Effects of Dust in Brown Dwarf Model Atmospheres
- Precipitating Condensation Clouds in Substellar Atmospheres
- Accretion Disks around Young Objects. I. The Detailed Vertical Structure
- Chemical Equilibrium Abundances in Brown Dwarf and Extrasolar Giant Planet Atmospheres
- Disequilibrium Carbon, Oxygen, and Nitrogen Chemistry in the Atmospheres of HD 189733b and HD 209458b
- C/O ratio as a Dimension for Characterizing Exoplanetary Atmospheres
- Exoplanet Atmospheres
- Model Atmospheres for M (Sub)Dwarfs: I. The base model grid
- A Precise Water Abundance Measurement for the Hot Jupiter WASP-43b
- Consistent dust and gas models for protoplanetary disks. I. Disk shape, dust settling, opacities, and PAHs
- Clouds and Chemistry: Ultracool Dwarf Atmospheric Properties from Optical and Infrared Colors
- High C/O Ratio and Weak Thermal Inversion in the Very Hot Atmosphere of Exoplanet WASP-12b
- Reflected Spectra and Albedos of Extrasolar Giant Planets I: Clear and Cloudy Atmospheres
- Atmospheric Sulfur Photochemistry on Hot Jupiters
- Strong Water Absorption in the Dayside Emission Spectrum of the Planet HD 189733b
- Atmospheric Chemistry in Giant Planets, Brown Dwarfs, and Low-Mass Dwarf Stars II. Sulfur and Phosphorus
- Water Vapour Absorption in the Clear Atmosphere of an exo-Neptune
- Atmospheric Chemistry in Giant Planets, Brown Dwarfs, and Low-Mass Dwarf Stars III. Iron, Magnesium, and Silicon
- A chemical model for the atmosphere of hot Jupiters
- The Atmospheric Signatures of Super-Earths: How to Distinguish Between Hydrogen-Rich and Hydrogen-Poor Atmospheres
- Rotation and winds of exoplanet HD 189733 b measured with high-dispersion transmission spectroscopy
- Dynamics and Disequilibrium Carbon Chemistry in Hot Jupiter Atmospheres, With Application to HD 209458b
- Chemical enrichment of giant planets and discs due to pebble drift
- Model atmospheres of irradiated exoplanets: The influence of stellar parameters, metallicity, and the C/O ratio
- Detection of carbon monoxide in the high-resolution day-side spectrum of the exoplanet HD 189733b
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- On the Cool Side: Modeling the Atmospheres of Brown Dwarfs and Giant Planets
- Too little radiation pressure on dust in the winds of oxygen-rich AGB stars
- Chemical evolution of turbulent protoplanetary disks and the Solar nebula
- No Thermal Inversion and a Solar Water Abundance for the Hot Jupiter HD209458b from HST WFC3 Emission Spectroscopy
- Vertical structure models of T Tauri and Herbig Ae/Be disks
- Photochemistry in Terrestrial Exoplanet Atmospheres III: Photochemistry and Thermochemistry in Thick Atmospheres on Super Earths and Mini Neptunes
- HELIOS-Retrieval: An Open-source, Nested Sampling Atmospheric Retrieval Code, Application to the HR 8799 Exoplanets and Inferred Constraints for Planet Formation
- Forward and Inverse Modeling of the Emission and Transmission Spectrum of GJ 436b: Investigating Metal Enrichment, Tidal Heating, and Clouds
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- TiO and VO broad band absorption features in the optical spectrum of the atmosphere of the hot-Jupiter HD209458b
- Discovery of water at high spectral resolution in the atmosphere of 51 Peg b
- A Chemical Kinetics Network for Lightning and Life in Planetary Atmospheres
- Dust in brown dwarfs and extra-solar planets II. Cloud formation for cosmologically evolving abundances
- Chemical Kinetics on Extrasolar Planets
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- Theoretical Spectral Models of T Dwarfs at Short Wavelengths and Their Comparison with Data
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- Dynamic atmospheres and winds of cool luminous giants, I. AlO and silicate dust in the close vicinity of M-type AGB stars
- A photochemical model for the carbon-rich planet WASP-12b
- TEA: A Code for Calculating Thermochemical Equilibrium Abundances
- Atmospheres of Brown Dwarfs
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- Gas phase mean opacities for varying [M/H], N/O, and C/O
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