Atmospheric Retrieval for Direct Imaging Spectroscopy of Gas Giants in Reflected Light. II. Orbital Phase and Planetary Radius

Future space-based telescopes, such as the Wide-Field Infrared Survey Telescope (WFIRST), will observe the reflected-light spectra of directly imaged extrasolar planets. Interpretation of such data presents a number of novel challenges, including accounting for unknown planet radius and uncertain stellar illumination phase angle. Here we report on our continued development of Markov Chain Monte Carlo retrieval methods for addressing these issues in the interpretation of such data. Specifically we explore how the unknown planet radius and potentially poorly known observer-planet-star phase angle impacts retrievals of parameters of interest such as atmospheric methane abundance, cloud properties and surface gravity. As expected, the uncertainty in retrieved values is a strong function of signal-to-noise ratio (SNR) of the observed spectra, particularly for low metallicity atmospheres, which lack deep absorption signatures. Meaningful results may only be possible above certain SNR thresholds; for cases across a metallicity range of 1-50 times solar, we find that only an SNR of 20 systematically reproduces close to the correct methane abundance at all phase angles. However, even in cases where the phase angle is poorly known we find that the planet radius can be constrained to within a factor of two. We find that uncertainty in planet radius decreases at phase angles past quadrature, as the highly forward scattering nature of the atmosphere at these geometries limits the possible volume of phase space that relevant parameters can occupy. Finally, we present an estimation of possible improvement that can result from combining retrievals against observations at multiple phase angles.

[1]  H. Horak,et al.  Calculations of Planetary Reflection. , 1965 .

[2]  T. Boyajian,et al.  STELLAR ACTIVITY AND EXCLUSION OF THE OUTER PLANET IN THE HD 99492 SYSTEM , 2016, 1603.00487.

[3]  R. P. Butler,et al.  THE LICK–CARNEGIE SURVEY: FOUR NEW EXOPLANET CANDIDATES , 2010, 1011.4068.

[4]  M. Marley,et al.  UNIFORM ATMOSPHERIC RETRIEVAL ANALYSIS OF ULTRACOOL DWARFS. I. CHARACTERIZING BENCHMARKS, Gl 570D AND HD 3651B , 2015, 1504.06670.

[5]  S. Calcutt,et al.  The NEMESIS planetary atmosphere radiative transfer and retrieval tool , 2008 .

[6]  M. Marley,et al.  A DATA-DRIVEN APPROACH FOR RETRIEVING TEMPERATURES AND ABUNDANCES IN BROWN DWARF ATMOSPHERES , 2014, 1403.6412.

[7]  Adam Burrows,et al.  MODEL ATMOSPHERES FOR MASSIVE GAS GIANTS WITH THICK CLOUDS: APPLICATION TO THE HR 8799 PLANETS AND PREDICTIONS FOR FUTURE DETECTIONS , 2011, 1102.5089.

[8]  Tyler D. Robinson,et al.  Characterizing Rocky and Gaseous Exoplanets with 2 m Class Space-based Coronagraphs , 2015, 1507.00777.

[9]  M. Marley,et al.  Line and Mean Opacities for Ultracool Dwarfs and Extrasolar Planets , 2007, 0706.2374.

[10]  Klaus W. Hodapp,et al.  THE COMPLEX STRUCTURE OF STARS IN THE OUTER GALACTIC DISK AS REVEALED BY PAN-STARRS1 , 2014, 1406.6368.

[11]  S. Seager,et al.  A TEMPERATURE AND ABUNDANCE RETRIEVAL METHOD FOR EXOPLANET ATMOSPHERES , 2009, 0910.1347.

[12]  Daniel Foreman-Mackey,et al.  emcee: The MCMC Hammer , 2012, 1202.3665.

[13]  Adam Burrows,et al.  Spectra and Diagnostics for the Direct Detection of Wide-Separation Extrasolar Giant Planets , 2004, astro-ph/0401522.

[14]  K. Heng,et al.  ATMOSPHERIC RETRIEVAL ANALYSIS OF THE DIRECTLY IMAGED EXOPLANET HR 8799b , 2013, 1307.1404.

[15]  Adam Burrows,et al.  ALBEDO AND REFLECTION SPECTRA OF EXTRASOLAR GIANT PLANETS , 1999 .

[16]  J. Lunine,et al.  Reflected Spectra and Albedos of Extrasolar Giant Planets. I. Clear and Cloudy Atmospheres , 1998, astro-ph/9810073.

[17]  David Hall,et al.  Technology advancement of the CCD201-20 EMCCD for the WFIRST coronagraph instrument: sensor characterization and radiation damage , 2015, 1601.01761.

[18]  Joanna K. Barstow,et al.  CLOUDS ON THE HOT JUPITER HD189733b: CONSTRAINTS FROM THE REFLECTION SPECTRUM , 2014, 1403.6664.

[19]  E. Karkoschka Spectrophotometry of the Jovian Planets and Titan at 300- to 1000-nm Wavelength: The Methane Spectrum , 1994 .

[20]  H. Horak Diffuse Reflection by Planetary Atmospheres. , 1950 .

[21]  K. Cahoy,et al.  EXOPLANET ALBEDO SPECTRA AND COLORS AS A FUNCTION OF PLANET PHASE, SEPARATION, AND METALLICITY , 2010, 1009.3071.

[22]  C. McKay,et al.  The thermal structure of Titan's atmosphere. , 1989, Icarus.

[23]  D. Queloz,et al.  The HARPS search for Earth-like planets in the habitable zone - I. Very low-mass planets around HD 20794, HD 85512, and HD 192310 , 2011, 1108.3447.

[24]  Enzo Pascale,et al.  Exoplanet atmospheres with EChO: spectral retrievals using EChOSim , 2014, 1405.3579.

[25]  Patrick G. J. Irwin,et al.  Optimal estimation retrievals of the atmospheric structure and composition of HD 189733b from secondary eclipse spectroscopy , 2011, 1110.2934.

[26]  C P McKay,et al.  Thermal structure of Uranus' atmosphere. , 1999, Icarus.

[27]  Heather Knutson,et al.  A SYSTEMATIC RETRIEVAL ANALYSIS OF SECONDARY ECLIPSE SPECTRA. II. A UNIFORM ANALYSIS OF NINE PLANETS AND THEIR C TO O RATIOS , 2013, 1309.6663.

[28]  Mark S. Marley,et al.  Planetary Radii across Five Orders of Magnitude in Mass and Stellar Insolation: Application to Transits , 2006 .

[29]  Adam Burrows,et al.  Theoretical Spectra and Atmospheres of Extrasolar Giant Planets , 2003 .

[30]  Sara Seager,et al.  ATMOSPHERIC RETRIEVAL FOR SUPER-EARTHS: UNIQUELY CONSTRAINING THE ATMOSPHERIC COMPOSITION WITH TRANSMISSION SPECTROSCOPY , 2012, 1203.4018.

[31]  Adam Burrows,et al.  Phase Functions and Light Curves of Wide-Separation Extrasolar Giant Planets , 2005 .

[32]  Drake Deming,et al.  Clouds in the atmosphere of the super-Earth exoplanet GJ 1214b , 2013, Nature.

[33]  Jason T. Wright,et al.  Five New Extrasolar Planets , 2005 .

[34]  S. Seager,et al.  HOW TO DISTINGUISH BETWEEN CLOUDY MINI-NEPTUNES AND WATER/VOLATILE-DOMINATED SUPER-EARTHS , 2013, 1306.6325.

[35]  Jonathan R Goodman,et al.  Ensemble samplers with affine invariance , 2010 .

[36]  D. Crisp,et al.  A SYSTEMATIC RETRIEVAL ANALYSIS OF SECONDARY ECLIPSE SPECTRA. I. A COMPARISON OF ATMOSPHERIC RETRIEVAL TECHNIQUES , 2013, 1304.5561.

[37]  Joanna K. Barstow,et al.  Constraining the atmosphere of GJ 1214b using an optimal estimation technique , 2013, 1306.6567.

[38]  Drake Deming,et al.  H2O ABUNDANCES IN THE ATMOSPHERES OF THREE HOT JUPITERS , 2014, 1407.6054.

[39]  Kerri Cahoy,et al.  THERMAL EMISSION AND REFLECTED LIGHT SPECTRA OF SUPER EARTHS WITH FLAT TRANSMISSION SPECTRA , 2015, 1511.01492.