A Population Analysis of 20 Exoplanets Observed from the Optical to the Near-infrared Wavelengths with HST: Evidence for Widespread Stellar Contamination
arXiv:2404.15505 · doi:10.3847/1538-4365/ad8c3c
Abstract
We present a population study of 20 exoplanets, ranging from Neptune-like to inflated hot-Jupiter planets, observed during transit with the STIS and WFC3 instruments aboard the Hubble Space Telescope. To obtain spectral information from the near-UV to the near-infrared, we reanalysed sixteen WFC3 and over fifty STIS archival data sets with our dedicated HST pipeline. We also include twenty-four WFC3 data sets previously reduced with the same software. Across our target sample we observe significant divergence among multiple observations conducted with the same STIS grating at various epochs, whilst we do not detect variations in the WFC3 data sets. These results are suggestive of stellar contamination, which we have investigated further using known Bayesian tools and other tailored metrics, facilitating a more objective assessment of stellar activity intensity within each system. Our findings reveal that stellar activity contaminates up to half of the studied exoplanet atmospheres, albeit at varying extents. Accounting for stellar activity can significantly alter planetary atmospheric parameters like molecular abundances (up to 6 orders of magnitude) and temperature (up to 145 %), contrasting with the results of analyses that neglect activity. Our results emphasise the importance of considering the effects of stellar contamination in exoplanet transit studies; this issue is particularly true for data sets obtained with facilities that do not cover the optical and/or UV spectral range where the activity is expected to be more impactful but also more easily detectable. Our results also provide a catalogue of potentially active stars for further investigation and monitoring.
69 pages, 19 figures, 24 tables, accepted for publication to ApJS
References in corpus (153)
- Bayes in the sky: Bayesian inference and model selection in cosmology
- One or more bound planets per Milky Way star from microlensing observations
- A giant comet-like cloud of hydrogen escaping the warm Neptune-mass exoplanet GJ 436b
- Improved parameters for extrasolar transiting planets
- The Gemini Planet Imager Exoplanet Survey: Giant Planet and Brown Dwarf Demographics From 10-100 AU
- Accurate, Empirical Radii and Masses of Planets and their Host Stars with Gaia Parallaxes
- Early Release Science of the exoplanet WASP-39b with JWST NIRSpec PRISM
- Density, not radius, separates rocky and water-rich small planets orbiting M dwarf stars
- Water Vapour Absorption in the Clear Atmosphere of an exo-Neptune
- Water vapour in the atmosphere of the habitable-zone eight Earth-mass planet K2-18 b
- Ground-based detection of sodium in the transmission spectrum of exoplanet HD209458b
- Early Release Science of the Exoplanet WASP-39b with JWST NIRSpec G395H
- HAT-P-1b: A Large-Radius, Low-Density Exoplanet Transiting one Member of a Stellar Binary
- Using Stellar Limb-Darkening to Refine the Properties of HD 209458b
- Photochemically-produced SO in the atmosphere of WASP-39b
- A statistical test for Nested Sampling algorithms
- A Sub-Neptune Exoplanet with a Low-Metallicity Methane-Depleted Atmosphere and Mie-Scattering Clouds
- Aerosol Composition of Hot Giant Exoplanets Dominated by Silicates and Hydrocarbon Hazes
- HST hot-Jupiter transmission spectral survey: detection of potassium in WASP-31b along with a cloud deck and Rayleigh scattering
- Early Release Science of the exoplanet WASP-39b with JWST NIRISS
- Mass-Metallicity Trends in Transiting Exoplanets from Atmospheric Abundances of HO, Na, and K
- ExoMol line lists XVIII. The high temperature spectrum of VO
- HAT-P-26b: A Neptune-Mass Exoplanet with a Well Constrained Heavy Element Abundance
- Detection of Fe I in the atmosphere of the ultra-hot Jupiter WASP-121b, and a new likelihood-based approach for Doppler-resolved spectroscopy
- Hubble PanCET: An extended upper atmosphere of neutral hydrogen around the warm Neptune GJ 3470 b
- Early Release Science of the exoplanet WASP-39b with JWST NIRCam
- Identification of carbon dioxide in an exoplanet atmosphere
- HST/STIS Optical Transit Transmission Spectra of the hot-Jupiter HD209458b
- TauREx III: A fast, dynamic and extendable framework for retrievals
- The Complete transmission spectrum of WASP-39b with a precise water constraint
- The ExoMolOP Database: Cross-sections and k-tables for Molecules of Interest in High-Temperature Exoplanet Atmospheres
- Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS) IV. A spectral inventory of atoms and molecules in the high-resolution transmission spectrum of WASP-121 b
- HAT-P-12b: A Low-Density Sub-Saturn Mass Planet Transiting a Metal-Poor K Dwarf
- The Transit Light Source Effect II: The Impact of Stellar Heterogeneity on Transmission Spectra of Planets Orbiting Broadly Sun-like Stars
- Atmospheric Rossiter-McLaughlin effect and transmission spectroscopy of WASP-121b with ESPRESSO
- A global analysis of Spitzer and new HARPS data confirms the loneliness and metal-richness of GJ 436 b
- HST hot-Jupiter transmission spectral survey: Haze in the atmosphere of WASP-6b
- The long egress of GJ~436b's giant exosphere
- ExoMol molecular line lists: IX The spectrum of AlO
- Variability in the Atmosphere of the Hot Giant Planet HAT-P-7 b
- Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS) III. Atmospheric structure of the misaligned ultra-hot Jupiter WASP-121b
- Rayleigh scattering by H2 in the extrasolar planet HD209458b
- The Starspots of HAT-P-11: Evidence for a Solar-like Dynamo
- VLT FORS2 comparative transmission spectroscopy: Detection of Na in the atmosphere of WASP-39b from the ground
- Theoretical transmission spectra of exoplanet atmospheres with hydrocarbon haze: Effect of creation, growth, and settling of haze particles. I. Model description and first results
- Detection of sodium in the atmosphere of WASP-69b
- WASP-80b: a gas giant transiting a cool dwarf
- WASP-80b has a dayside within the T-dwarf range
- Detection of neutral atomic species in the ultra-hot jupiter WASP-121b
- Sulphur dioxide in the mid-infrared transmission spectrum of WASP-39b
- Statistical Analysis of Hubble/WFC3 Transit Spectroscopy of Extrasolar Planets
- Five key exoplanet questions answered via the analysis of 25 hot Jupiter atmospheres in eclipse
- A ~5 M_earth Super-Earth Orbiting GJ 436?: The Power of Near-Grazing Transits
- The Warm Neptune GJ 3470b has a Polar Orbit
- Detection of Na, K, and H absorption in the atmosphere of WASP-52b using ESPRESSO
- Evidence for He I 10830 Å~ absorption during the transit of a warm Neptune around the M-dwarf GJ 3470 with the Habitable-zone Planet Finder
- A comparison of exoplanet spectroscopic retrieval tools
- From dense hot Jupiter to low-density Neptune: The discovery of WASP-127b, WASP-136b and WASP-138b
- Measurement of the Spin-Orbit Angle of Exoplanet HAT-P-1b
- VLT/FORS2 comparative transmission spectroscopy II: confirmation of a cloud-deck and Rayleigh scattering in WASP-31b, but no potassium?
- ExoClock Project III: 450 new exoplanet ephemerides from ground and space observations
- Exoplanet Spectroscopy and Photometry with the Twinkle Space Telescope
- Warm Ice Giant GJ 3470b. II Revised Planetary and Stellar Parameters from Optical to Near-infrared Transit Photometry
- ARES II: Characterising the Hot Jupiters WASP-127 b, WASP-79 b and WASP-62 b with HST
- Hubble WFC3 Spectroscopy of the Habitable-zone Super-Earth LHS 1140 b
- EXOPLINES: Molecular Absorption Cross-Section Database for Brown Dwarf and Giant Exoplanet Atmospheres
- Transit infrared spectroscopy of the hot neptune around GJ 436 with the Hubble Space Telescope
- The GAPS Programme with HARPS-N at TNG. III: The retrograde orbit of HAT-P-18b
- An inventory of atomic species in the atmosphere of WASP-121b using UVES high-resolution spectroscopy
- Near-Infrared Transmission Spectroscopy of HAT-P-18b with NIRISS: Disentangling Planetary and Stellar Features in the Era of JWST
- WASP-127b: A misaligned planet with a partly cloudy atmosphere and tenuous sodium signature seen by ESPRESSO
- Constraints on Metastable Helium in the Atmospheres of WASP-69b and WASP-52b with Ultra-Narrowband Photometry
- Clouds and Clarity: Revisiting Atmospheric Feature Trends in Neptune-size Exoplanets
- Water and an escaping helium tail detected in the hazy and methane-depleted atmosphere of HAT-P-18b from JWST NIRISS/SOSS
- Transmission spectroscopy of the inflated exoplanet WASP-52b, and evidence for a bright region on the stellar surface
- LRG-BEASTS: transmission spectroscopy and retrieval analysis of the highly-inflated Saturn-mass planet WASP-39b
- Formation and dynamics of water clouds on temperate sub-Neptunes: The example of K2-18b
- Multi-band, Multi-epoch Observations of the Transiting Warm Jupiter WASP-80b
- On The Compatibility of Ground-based and Space-based Data: WASP-96 b, An Example
- The Metal-Rich Atmosphere of the Neptune HAT-P-26b
- ExoClock project II: A large-scale integrated study with 180 updated exoplanet ephemerides
- High-energy irradiation and mass loss rates of hot Jupiters in the solar neighborhood
- An HST/STIS Optical Transmission Spectrum of Warm Neptune GJ 436b
- WASP-127b transmission spectrum]{Abundance measurements of HO and carbon-bearing species in the atmosphere of WASP-127b confirm its super-solar metallicity
- A comparison of chemical models of exoplanet atmospheres enabled by TauREx 3.1
- Stellar surface inhomogeneities as a potential source of the atmospheric signal detected in the K2-18 b transmission spectrum
- Detection of barium in the atmospheres of the ultra-hot gas giants WASP-76b and WASP-121b
- Potassium detection in the clear atmosphere of a hot-Jupiter: FORS2 transmission spectroscopy of WASP-17b
- A Hubble PanCET Study of HAT-P-11b: A Cloudy Neptune with a Low Atmospheric Metallicity
- Neutral Cr and V in the atmosphere of ultra hot jupiter WASP-121 b
- HST PanCET program: A Cloudy Atmosphere for the promising JWST target WASP-101b
- Investigating the physical properties of transiting hot Jupiters with the 1.5-m Kuiper Telescope
- The GAPS Programme at TNG XXXVIII. Five molecules in the atmosphere of the warm giant planet WASP-69b detected at high spectral resolution
- The Influence of Stellar Contamination on the Interpretation of Near Infrared Transmission Spectra of Sub-Neptune Worlds around M-Dwarfs
- Keck/NIRSPEC studies of He I in the atmospheres of two inflated hot gas giants orbiting K dwarfs: WASP-52b and WASP-177b
- LRG-BEASTS III: Ground-based transmission spectrum of the gas giant orbiting the cool dwarf WASP-80
- Ca II H&K stellar activity parameter: a proxy for stellar Extreme Ultraviolet Fluxes
- WASP-52b. The effect of starspot correction on atmospheric retrievals
- Metastable Helium Reveals an Extended Atmosphere for the Gas Giant HAT-P-18b
- Detection of Na, K and HO in the hazy atmosphere of WASP-6b
- CO or no CO? Narrowing the CO abundance constraint and recovering the H2O detection in the atmosphere of WASP-127 b using SPIRou
- GTC OSIRIS transiting exoplanet atmospheric survey: detection of potassium in HAT-P-1b from narrowband spectrophotometry
- Gaia Data Release 3: A Golden Sample of Astrophysical Parameters
- Time variation of Kepler transits induced by stellar spots - a way to distinguish between prograde and retrograde motion. II. Application to KOIs
- Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS) VI. Non-detection of sodium with HARPS on the bloated super-Neptune WASP-127b
- 3D Radiative MHD simulations of starspots
- The GAPS Programme at TNG XXXIX -- Multiple molecular species in the atmosphere of the warm giant planet WASP-80 b unveiled at high resolution with GIANO-B
- ExoClock Project: An open platform for monitoring the ephemerides of Ariel targets with contributions from the public
- The GAPS Programme at TNG. XXXII. The revealing non-detection of metastable HeI in the atmosphere of the hot Jupiter WASP-80b
- A Comprehensive Analysis of WASP-17b's Transmission Spectrum from Space-Based Observations
- Chromospheric Activity of HAT-P-11: an Unusually Active Planet-Hosting K Star
- The GTC exoplanet transit spectroscopy survey XI. Possible detection of Rayleigh scattering in the atmosphere of the Saturn-mass planet WASP-69b
- Is the atmosphere of the ultra-hot Jupiter WASP-121b variable?
- Optical to near-infrared transmission spectrum of the warm sub-Saturn HAT-P-12b
- Characterisation of the upper atmospheres of HAT-P-32 b, WASP-69 b, GJ 1214 b, and WASP-76 b through their He I triplet absorption
- A Catalogue of Exoplanet Atmospheric Retrieval Codes
- Search for helium in the upper atmosphere of the hot Jupiter WASP-127 b using Gemini/Phoenix
- Ground-Based Transmission Spectroscopy with FORS2: A featureless optical transmission spectrum and detection of HO for the ultra-hot Jupiter WASP-103b
- Water absorption in the transmission spectrum of the water-world candidate GJ9827d
- Modons on Tidally Synchronised Extrasolar Planets
- Spectral variability of photospheric radiation due to faculae II: Facular contrasts for cool main-sequence stars
- Ariel stellar characterisation: I -- homogeneous stellar parameters of 187 FGK planet host stars Description and validation of the method
- Probing the atmosphere of WASP-69 b with low- and high-resolution transmission spectroscopy
- LBT transmission spectroscopy of HAT-P-12b: confirmation of a cloudy atmosphere with no significant alkali features
- A Fast, 2D Gaussian Process Method Based on Celerite: Applications to Transiting Exoplanet Discovery and Characterization
- WASP-117 b: an eccentric hot-Saturn as a future complex chemistry laboratory
- Probing the atmosphere of a sub-Jovian planet orbiting a cool dwarf
- On the origin of the non-detection of metastable HeI in the upper atmosphere of the hot Jupiter WASP-80b
- Detection of carbon monoxide's 4.6 micron fundamental band structure in WASP-39b's atmosphere with JWST NIRSpec G395H
- Evidence for chromium hydride in the atmosphere of Hot Jupiter WASP-31b
- A retrieval challenge exercise for the Ariel mission
- The homogeneous characterisation of Ariel host stars
- The GTC exoplanet transit spectroscopy survey VIII. Flat transmission spectrum for the warm gas giant WASP-80
- ACCESS: Confirmation of no potassium in the atmosphere of WASP-31b
- The GTC exoplanet transit spectroscopy survey X. Stellar spots versus Rayleigh scattering: the case of HAT-P-11b
- Detection of Aerosols at Microbar Pressures in an Exoplanet Atmosphere
- The transmission spectrum of WASP-17 b from the optical to the near-infrared wavelengths: combining STIS, WFC3 and IRAC datasets
- The GAPS Programme at TNG: XXXVI. Measurement of the Rossiter-McLaughlin effect and revising the physical and orbital parameters of the HAT-P-15, HAT-P-17, HAT-P-21, HAT-P-26, HAT-P-29 eccentric planetary systems
- Flares, Rotation, Activity Cycles and a Magnetic Star-Planet Interaction Hypothesis for the Far Ultraviolet Emission of GJ 436
- Obliquity measurement and atmospheric characterization of the WASP-74 planetary system
- Twinkle -- a small satellite spectroscopy mission for the next phase of exoplanet science
- YunMa: Enabling Spectral Retrievals of Exoplanetary Clouds
- Evidence for stellar contamination in the transmission spectra of HAT-P-12b
- Detection of Na and K in the atmosphere of the hot Jupiter HAT-P-1b with P200/DBSP
- A precise blue-optical transmission spectrum from the ground: Evidence for haze in the atmosphere of WASP-74b
- Traveling planetary-scale waves cause cloud variability on tidally locked aquaplanets
- Tentative detection of titanium oxide in the atmosphere of WASP-69 b with a 4m ground-based telescope
- The Hubble PanCET program: Long-term chromospheric evolution and flaring activity of the M dwarf host GJ 3470
- HST PanCET program: Non-detection of atmospheric escape in the warm Saturn-sized planet WASP-29 b
- Exploring the stellar surface phenomena of WASP-52 and HAT-P-30 with ESPRESSO
- Comparing transit spectroscopy pipelines at the catalogue level: evidence for systematic differences
- The Hubble PanCET program: Transit and Eclipse Spectroscopy of the Hot Jupiter WASP-74b
- Variability of Known Exoplanet Host Stars Observed by TESS