VLT/FORS2 comparative transmission spectroscopy II: confirmation of a cloud-deck and Rayleigh scattering in WASP-31b, but no potassium?
arXiv:1702.02150 · doi:10.1093/mnras/stx353
Abstract
We present transmission spectroscopy of the hot-Jupiter WASP-31b using FORS2 on the VLT during two primary transits. The observations cover a wavelength range of 400-840nm. The light curves are corrupted by significant systematics, but these were to first order invariant with wavelength and could be removed using a common-mode correction derived from the white light curves. We reach a precision in the transit depth of 140 ppm in 15 nm bins, although the precision varies significantly over the wavelength range. Our FORS2 observations confirm the cloud-deck previously inferred using HST/STIS. We also re-analyse the HST/STIS data using a Gaussian process model, finding excellent agreement with earlier measurements. We reproduce the Rayleigh scattering signature at short wavelengths (5300 ) and the cloud-deck at longer wavelengths. However, our FORS2 observations appear to rule out the large potassium feature previously detected using STIS, yet it is recovered from the HST/STIS data, although with reduced amplitude and significance (2.5). The discrepancy between our results and the earlier STIS detection of potassium (4.3) is either a result of telluric contamination of the ground-based observations, or an underestimate of the uncertainties for narrow-band features in HST/STIS when using linear basis models to account for the systematics. Our results further demonstrate the use of ground-based multi-object spectrographs for the study of exoplanet atmospheres, and highlight the need for caution in our interpretation of narrow-band features in low-resolution spectra of hot-Jupiters.
arXiv comment16 pages, 10 figures, 5 tables, accepted for publication in MNRAS
References in corpus (43)
- Astropy: A Community Python Package for Astronomy
- Analytic Lightcurves for Planetary Transit Searches
- A new extensive library of PHOENIX stellar atmospheres and synthetic spectra
- 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
- Theoretical Transmission Spectra During Extrasolar Giant Planet Transits
- HST Time-Series Photometry of the Transiting Planet of HD 209458
- The effect of red noise on planetary transit detection
- Detection of atmospheric haze on an extrasolar planet: The 0.55 - 1.05 micron transmission spectrum of HD189733b with the Hubble Space Telescope
- The prevalence of dust on the exoplanet HD 189733b from Hubble and Spitzer observations
- Hubble Space Telescope Transmission Spectroscopy of the Exoplanet HD 189733b: High-altitude atmospheric haze in the optical and near-UV with STIS
- Transmission Spectra as Diagnostics of Extrasolar Giant Planet Atmospheres
- Rayleigh scattering in the transit spectrum of HD 189733b
- 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
- Transmission Spectra of Three-Dimensional Hot Jupiter Model Atmospheres
- The Effect of Condensates on the Characterization of Transiting Planet Atmospheres with Transmission Spectroscopy
- A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy
- Hubble Space Telescope times-series photometry of the planetary transit of HD189733: no moon, no rings, starspots
- HST hot-Jupiter transmission spectral survey: detection of potassium in WASP-31b along with a cloud deck and Rayleigh scattering
- LDTk: Limb Darkening Toolkit
- The Optical and Near-Infrared Transmission Spectrum of the Super-Earth GJ1214b: Further Evidence for a Metal-Rich Atmosphere
- HST hot Jupiter Transmission Spectral Survey: A detection of Na and strong optical absorption in HAT-P-1b
- Temperature-Pressure Profile of the hot Jupiter HD 189733b from HST Sodium Observations: Detection of Upper Atmospheric Heating
- The Deep Blue Color of HD189733b: Albedo Measurements with Hubble Space Telescope/Space Telescope Imaging Spectrograph at Visible Wavelengths
- Transmission Spectroscopy of the Hot-Jupiter WASP-12b from 0.7 to 5 microns
- A new look at NICMOS transmission spectroscopy of HD189733, GJ-436 and XO-1: no conclusive evidence for molecular features
- Probing the haze in the atmosphere of HD 189733b with HST/WFC3 transmission spectroscopy
- A Gemini ground-based transmission spectrum of WASP-29b: a featureless spectrum from 515 to 720nm
- HST hot-Jupiter transmission spectral survey: Haze in the atmosphere of WASP-6b
- VLT FORS2 comparative transmission spectroscopy: Detection of Na in the atmosphere of WASP-39b from the ground
- A Ground-based Optical Transmission Spectrum of WASP-6b
- The optical transmission spectrum of the hot Jupiter HAT-P-32b: clouds explain the absence of broad spectral features?
- Reliable inference of exoplanet light curve parameters using deterministic and stochastic systematics models
- Warm Ice Giant GJ 3470b. I. A Flat Transmission Spectrum Indicates a Hazy, Low-methane, and/or Metal-rich Atmosphere
- Skycorr: A general tool for spectroscopic sky subtraction
- FORS2 observes a multi-epoch transmission spectrum of the hot Saturn-mass exoplanet WASP-49b
- WASP-31b: a low-density planet transiting a metal-poor, late-F-type dwarf star
- Potassium detection in the clear atmosphere of a hot-Jupiter: FORS2 transmission spectroscopy of WASP-17b
- Transmission spectroscopy of HAT-P-32b with the LBT: confirmation of clouds/hazes in the planetary atmosphere
- The GTC exoplanet transit spectroscopy survey. IV. Confirmation of the flat transmission spectrum of HAT-P-32b
- Regaining the FORS: optical ground-based transmission spectroscopy of the exoplanet WASP-19b with VLT+FORS2
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- ACCESS: A featureless optical transmission spectrum for WASP-19b from Magellan/IMACS
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- LRG-BEASTS: transmission spectroscopy and retrieval analysis of the highly-inflated Saturn-mass planet WASP-39b
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- Hubble PanCET: An isothermal day-side atmosphere for the bloated gas-giant HAT-P-32Ab
- Gemini/GMOS Optical Transmission Spectroscopy of WASP-121b: signs of variability in an ultra-hot Jupiter?
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- Exoplanetary Monte Carlo Radiative Transfer with Correlated-k I. Benchmarking Transit and Emission Observables
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- A Population Analysis of 20 Exoplanets Observed from the Optical to the Near-infrared Wavelengths with HST: Evidence for Widespread Stellar Contamination
- How do wavelength correlations affect transmission spectra? Application of a new fast and flexible 2D Gaussian process framework to transiting exoplanet spectroscopy
- Light Scattering Measurements of KCl Particles as an Exoplanet Cloud Analog
- Reflected-light Phase Curves with PICASO: A Kepler-7b Case Study
- The Effects of Cuboid Particle Scattering on Reflected Light Phase Curves: Insights from Laboratory Data and Theory
- A Global Perspective with Updated Constraints on the Ultra-hot Jupiter WASP-19b: Atmospheric Properties and Stellar Activity
- Dust in brown dwarfs and extra-solar planets VI. Assessing seed formation across the brown dwarf and exoplanet regimes
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