An Approach for Retrieving Temperatures and Abundances in Brown Dwarf Atmospheres
arXiv:1403.6412 · doi:10.1088/0004-637X/793/1/33
Abstract
Brown dwarf spectra contain a wealth of information about their molecular abundances, temperature structure, and gravity. We present a new data driven retrieval approach, previously used in planetary atmosphere studies, to extract the molecular abundances and temperature structure from brown dwarf spectra. The feasibility of the approach is first demonstrated on a synthetic brown dwarf spectrum. Given typical spectral resolutions, wavelength coverage, and noise properties precisions of tens of percent can be obtained for the molecular abundances and 10s-100s K on the temperature profile. The technique is then applied to the well studied brown dwarf, Gl 570D. From this spectral retrieval the spectroscopic radius is constrained to be 0.75 - 0.83 , to be 5.13 - 5.46 and to be between 804 and 849 K. Estimates for the range of abundances and allowed temperature profiles are also derived. The results from our retrieval approach are in agreement with the self-consistent grid modeling results of Saumon et al (2006). This new approach will allow us to address issues of compositional differences between brown dwarfs and possibly their formation environments, disequilibrium chemistry, missing physics in current grid modeling approaches as well as a many other issues.
Accepted to ApJ Methods discussion expanded, conclusions unchanged
References in corpus (8)
- The Evolution of L and T Dwarfs in Color-Magnitude Diagrams
- Line and Mean Opacities for Ultracool Dwarfs and Extrasolar Planets
- Atmospheric Retrieval for Super-Earths: Uniquely Constraining the Atmospheric Composition with Transmission Spectroscopy
- The 0.8-14.5 micron Spectra of Mid-L to Mid-T Dwarfs: Diagnostics of Effective Temperature, Grain Sedimentation, Gas Transport, and Surface Gravity
- Ammonia as a tracer of chemical equilibrium in the T7.5 dwarf Gliese 570D
- Spitzer/IRAC Photometry of M, L, and T Dwarfs
- A Systematic Study of Departures from Chemical Equilibrium in the Atmospheres of Substellar Mass Objects
- Optical Spectroscopy of 2MASS Color-Selected Ultracool Subdwarfs
Cited by in corpus (16)
- Retrieving scattering clouds and disequilibrium chemistry in the atmosphere of HR 8799e
- Uniform Atmospheric Retrieval Analysis of Ultracool Dwarfs I: Characterizing Benchmarks, Gl570D and HD3651B
- High temperature condensate clouds in super-hot Jupiter atmospheres
- Exploring Biases of Atmospheric Retrievals in Simulated JWST Transmission Spectra of Hot Jupiters
- Near-infrared photometry of Y dwarfs: low ammonia abundance and the onset of water clouds
- Into the Storm: Diving into the winds of the ultra hot Jupiter WASP-76 b with HARPS and ESPRESSO
- On the Composition of Young, Directly Imaged Giant Planets
- CO or no CO? Narrowing the CO abundance constraint and recovering the H2O detection in the atmosphere of WASP-127 b using SPIRou
- Atmospheric Retrieval for Direct Imaging Spectroscopy of Gas Giants In Reflected Light II: Orbital Phase and Planetary Radius
- Detection of a high-velocity sodium feature on the ultra-hot Jupiter WASP-121 b
- Considerations for Atmospheric Retrieval of High-Precision Brown Dwarf Spectra
- Retrieval study of cool, directly imaged exoplanet 51 Eri b
- The PHOENIX Exoplanet Retrieval Algorithm and Using H Opacity as a Probe in Ultra-hot Jupiters
- Supervised Machine Learning for Intercomparison of Model Grids of Brown Dwarfs: Application to GJ 570D and the Epsilon Indi B Binary System
- Grid-Based Atmospheric Retrievals for Reflected-Light Spectra of Exoplanets using PSGnest
- Retrieving Exoplanet Atmospheres using Planetary Infrared Excess: Prospects for the Nightside of WASP-43 b and other Hot Jupiters