Title: Analysis of Early Science observations with the CHaracterising ExOPlanets Satellite ( CHEOPS ) using pycheops

Journal Article · · Monthly Notices of the Royal Astronomical Society
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ABSTRACT CHEOPS (CHaracterising ExOPlanet Satellite) is an ESA S-class mission that observes bright stars at high cadence from low-Earth orbit. The main aim of the mission is to characterize exoplanets that transit nearby stars using ultrahigh precision photometry. Here, we report the analysis of transits observed by CHEOPS during its Early Science observing programme for four well-known exoplanets: GJ 436 b, HD 106315 b, HD 97658 b, and GJ 1132 b. The analysis is done using pycheops, an open-source software package we have developed to easily and efficiently analyse CHEOPS light-curve data using state-of-the-art techniques that are fully described herein. We show that the precision of the transit parameters measured using CHEOPS is comparable to that from larger space telescopes such as Spitzer Space Telescope and Kepler. We use the updated planet parameters from our analysis to derive new constraints on the internal structure of these four exoplanets.

Sponsoring Organization:
USDOE Office of Nuclear Energy (NE), Nuclear Fuel Cycle and Supply Chain
OSTI ID:
1870951
Journal Information:
Monthly Notices of the Royal Astronomical Society, Journal Name: Monthly Notices of the Royal Astronomical Society Journal Issue: 1 Vol. 514; ISSN 0035-8711
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (124)

Thermal equation of state of hcp-iron: Constraint on the density deficit of Earth's solid inner core: THERMAL EQUATION OF STATE OF HCP-IRON journal July 2016
Kepler Equation solver journal January 1995
CLÉS, Code Liégeois d’Évolution Stellaire journal November 2007
The PLATO 2.0 mission journal September 2014
A chemical survey of exoplanets with ARIEL journal September 2018
The CHEOPS mission journal November 2020
The James Webb Space Telescope journal November 2006
Mass–radius curve for extrasolar Earth-like planets and ocean planets journal November 2007
A new ab initio equation of state of hcp-Fe and its implication on the interior structure and mass-radius relations of rocky super-Earths journal October 2018
CoRoT: Description of the Mission and Early Results journal May 2008
The BT-Settl Model Atmospheres for Stars, Brown Dwarfs and Planets journal June 2013
A super-Earth transiting a nearby low-mass star journal December 2009
A featureless transmission spectrum for the Neptune-mass exoplanet GJ 436b journal January 2014
A giant comet-like cloud of hydrogen escaping the warm Neptune-mass exoplanet GJ 436b journal June 2015
A rocky planet transiting a nearby low-mass star journal November 2015
Orbital misalignment of the Neptune-mass exoplanet GJ 436b with the spin of its cool star journal December 2017
Transit detection of the long-period volatile-rich super-Earth ν2 Lupi d with CHEOPS journal June 2021
Array programming with NumPy journal September 2020
SciPy 1.0: fundamental algorithms for scientific computing in Python journal February 2020
SWEET-Cat: A catalogue of parameters for Stars With ExoplanETs: I. New atmospheric parameters and masses for 48 stars with planets⋆⋆⋆ journal August 2013
New and updated stellar parameters for 90 transit hosts: The effect of the surface gravity⋆⋆⋆⋆⋆⋆ journal October 2013
The Stagger-grid: A grid of 3D stellar atmosphere models: IV. Limb darkening coefficients⋆ journal December 2014
The connection between stellar granulation and oscillation as seen by the Kepler mission journal October 2014
A global analysis of Spitzer and new HARPS data confirms the loneliness and metal-richness of GJ 436 b journal November 2014
Revising the ages of planet-hosting stars journal February 2015
New evolutionary models for pre-main sequence and main sequence low-mass stars down to the hydrogen-burning limit journal April 2015
Age consistency between exoplanet hosts and field stars journal December 2015
ellc: A fast, flexible light curve model for detached eclipsing binary stars and transiting exoplanets journal June 2016
Spectroscopy Made Easy: Evolution journal December 2016
K2-111 b − a short period super-Earth transiting a metal poor, evolved old star journal July 2017
Detecting transit signatures of exoplanetary rings using SOAP3.0 journal December 2017
Precise masses for the transiting planetary system HD 106315 with HARPS journal December 2017
The long egress of GJ 436b’s giant exosphere journal September 2017
The CARMENES search for exoplanets around M dwarfs: First visual-channel radial-velocity measurements and orbital parameter updates of seven M-dwarf planetary systems⋆⋆⋆ journal January 2018
Radial velocity follow-up of GJ1132 with HARPS: A precise mass for planet b and the discovery of a second planet journal October 2018
Comparison of the power-2 limb-darkening law from the STAGGER-grid to Kepler light curves of transiting exoplanets journal August 2018
Gaia Data Release 2 : Summary of the contents and survey properties journal August 2018
The EBLM project: VI. Mass and radius of five low-mass stars in F+M binaries discovered by the WASP survey journal June 2019
SWEET-Cat updated: New homogenous spectroscopic parameters journal November 2018
Detectability of shape deformation in short-period exoplanets journal January 2019
The EBLM Project: V. Physical properties of ten fully convective, very-low-mass stars journal May 2019
qpower2: A fast and accurate algorithm for the computation of exoplanet transit light curves with the power-2 limb-darkening law journal January 2019
The CARMENES search for exoplanets around M dwarfs: Different roads to radii and masses of the target stars⋆ journal May 2019
The Hubble PanCET program: an extensive search for metallic ions in the exosphere of GJ 436 b journal September 2019
Expected performances of the Characterising Exoplanet Satellite (CHEOPS): III. Data reduction pipeline: architecture and simulated performances journal March 2020
ODUSSEAS: a machine learning tool to derive effective temperature and metallicity for M dwarf stars journal April 2020
Mitigating flicker noise in high-precision photometry: I. Characterization of the noise structure, impact on the inferred transit parameters, and predictions for CHEOPS observations journal April 2020
AQUA: a collection of H 2 O equations of state for planetary models journal November 2020
The hot dayside and asymmetric transit of WASP-189 b seen by CHEOPS journal November 2020
CHEOPS observations of the HD 108236 planetary system: a fifth planet, improved ephemerides, and planetary radii journal February 2021
Gaia Early Data Release 3: Parallax bias versus magnitude, colour, and position journal April 2021
Gaia Early Data Release 3: Summary of the contents and survey properties journal April 2021
Six transiting planets and a chain of Laplace resonances in TOI-178 journal May 2021
A search for transiting planets around hot subdwarfs: I. Methods and performance tests on light curves from Kepler , K2, TESS, and CHEOPS journal June 2021
CHEOPS precision phase curve of the Super-Earth 55 Cancri e journal September 2021
Detection of transits of the nearby hot Neptune GJ 436 b journal May 2007
An exact solution of the ephemeris-curve problem journal December 1992
A Unique Solution of Planet and Star Parameters from an Extrasolar Planet Transit Light Curve journal March 2003
A Neptune‐Mass Planet Orbiting the Nearby M Dwarf GJ 436 journal December 2004
The Two Micron All Sky Survey (2MASS) journal February 2006
The WASP Project and the SuperWASP Cameras
  • Pollacco, D. L.; Skillen, I.; Cameron, A. Collier
  • Publications of the Astronomical Society of the Pacific, Vol. 118, Issue 848 https://doi.org/10.1086/508556
journal October 2006
HAT‐P‐1b: A Large‐Radius, Low‐Density Exoplanet Transiting One Member of a Stellar Binary journal February 2007
The M Dwarf GJ 436 and its Neptune‐Mass Planet
  • Maness, H. L.; Marcy, G. W.; Ford, E. B.
  • Publications of the Astronomical Society of the Pacific, Vol. 119, Issue 851 https://doi.org/10.1086/510689
journal January 2007
A ~5 M ⊕ Super-Earth Orbiting GJ 436? The Power of Near-Grazing Transits journal March 2008
Analytic Approximations for Transit Light‐Curve Observables, Uncertainties, and Covariances journal December 2008
EXOFAST: A Fast Exoplanetary Fitting Suite in IDL
  • Eastman, Jason; Gaudi, B. Scott; Agol, Eric
  • Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 923 https://doi.org/10.1086/669497
journal January 2013
emcee : The MCMC Hammer
  • Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
  • Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925 https://doi.org/10.1086/670067
journal March 2013
The K2 Mission: Characterization and Early Results
  • Howell, Steve B.; Sobeck, Charlie; Haas, Michael
  • Publications of the Astronomical Society of the Pacific, Vol. 126, Issue 938 https://doi.org/10.1086/676406
journal April 2014
The Wide-Field Infrared Survey Explorer (Wise): Mission Description and Initial On-Orbit Performance journal November 2010
The Southern Proper Motion Program. iv. the spm4 Catalog journal June 2011
HATS-6b: A WARM SATURN TRANSITING AN EARLY M DWARF STAR, AND A SET OF EMPIRICAL RELATIONS FOR CHARACTERIZING K AND M DWARF PLANET HOSTS journal April 2015
Absolute Properties of the Low-Mass Eclipsing Binary cm Draconis journal February 2009
THE NASA-UC ETA-EARTH PROGRAM. III. A SUPER-EARTH ORBITING HD 97658 AND A NEPTUNE-MASS PLANET ORBITING Gl 785 journal February 2011
Methane in the Atmosphere of the Transiting hot Neptune Gj436b? journal March 2011
A SPITZER TRANSMISSION SPECTRUM FOR THE EXOPLANET GJ 436b, EVIDENCE FOR STELLAR VARIABILITY, AND CONSTRAINTS ON DAYSIDE FLUX VARIATIONS journal June 2011
The gj 436 System: Directly Determined Astrophysical Parameters of an m Dwarf and Implications for the Transiting hot Neptune journal June 2012
TRANSIT CONFIRMATION AND IMPROVED STELLAR AND PLANET PARAMETERS FOR THE SUPER-EARTH HD 97658 b AND ITS HOST STAR journal April 2014
LYα TRANSIT SPECTROSCOPY AND THE NEUTRAL HYDROGEN TAIL OF THE HOT NEPTUNE GJ 436b journal April 2014
Understanding the Mass-Radius Relation for Sub-Neptunes: Radius as a Proxy for Composition journal August 2014
REVISITING SPITZER TRANSIT OBSERVATIONS WITH INDEPENDENT COMPONENT ANALYSIS: NEW RESULTS FOR THE GJ 436 SYSTEM journal April 2015
WASP-30b: A 61 M Jup BROWN DWARF TRANSITING A V = 12, F8 STAR journal December 2010
The Metallicity of the cm Draconis System journal November 2012
MOST DETECTS TRANSITS OF HD 97658b, A WARM, LIKELY VOLATILE-RICH SUPER-EARTH journal July 2013
Stellar angular diameters from infrared photometry. Application to Arcturus and other stars; with effective temperatures journal September 1977
The EBLM project – VIII. First results for M-dwarf mass, radius, and effective temperature measurements using CHEOPS light curves journal June 2021
Exploiting timing capabilities of the CHEOPS mission with warm-Jupiter planets journal June 2021
Precise time series photometry for the Kepler-2.0 mission journal January 2015
Characterizing distant worlds with asterodensity profiling journal March 2014
A low-mass eclipsing binary within the fully convective zone from the Next Generation Transit Survey journal September 2018
A discontinuity in the T eff–radius relation of M-dwarfs journal January 2019
Matplotlib: A 2D Graphics Environment journal January 2007
Applications of Bayesian model selection to cosmological parameters journal June 2007
Homogeneous studies of transiting extrasolar planets - IV. Thirty systems with space-based light curves: Studies of transiting extrasolar planets - IV journal September 2011
A method for the direct determination of the surface gravities of transiting extrasolar planets journal July 2007
Transit infrared spectroscopy of the hot Neptune around GJ 436 with the Hubble Space Telescope journal February 2009
CHEOPS, the ESA mission for exo-planets characterization: early operations and commissioning results
  • Rando, Nicola; Asquier, Joel; Corral Van Damme, Carlos
  • Space Telescopes and Instrumentation 2020: Optical, Infrared, and Millimeter Wave https://doi.org/10.1117/12.2567296
conference December 2020
Kepler Planet-Detection Mission: Introduction and First Results journal January 2010
The Chemical Composition of the Sun journal September 2009
The Weighted Likelihood Ratio, Sharp Hypotheses about Chances, the Order of a Markov Chain journal February 1970
HIRES, the High-resolution Spectrograph for the ELT text January 2021
corner.py: Scatterplot matrices in Python journal June 2016
Ensemble samplers with affine invariance journal January 2010
The Solar Neighborhood. Xxxvii. the Mass–Luminosity Relation for Main-Sequence m Dwarfs journal October 2016
Mass–Radius Relation for Rocky Planets Based on prem journal March 2016
Spectral Properties of cool Stars: Extended Abundance Analysis of 1,617 Planet-Search Stars journal August 2016
Detection of the Atmosphere of the 1.6 M ⊕ Exoplanet GJ 1132 b journal March 2017
A Multi-planet System Transiting the V = 9 Rapidly Rotating F-Star HD 106315 journal May 2017
Two Small Transiting Planets and a Possible Third Body Orbiting HD 106315 journal May 2017
A Search for Additional Bodies in the GJ 1132 Planetary System from 21 Ground-based Transits and a 100-hr Spitzer Campaign journal September 2017
Fast and Scalable Gaussian Process Modeling with Applications to Astronomical Time Series journal November 2017
An HST /STIS Optical Transmission Spectrum of Warm Neptune GJ 436b journal January 2018
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package journal August 2018
Masses and Radii of Four Very Low-mass Stars in F+M Eclipsing Binary Systems journal June 2018
Ground-based Optical Transmission Spectroscopy of the Small, Rocky Exoplanet GJ 1132b journal July 2018
Updated Parameters and a New Transmission Spectrum of HD 97658b journal April 2020
Physical Parameters of the Multiplanet Systems HD 106315 and GJ 9827* † journal December 2020
Detection of an Atmosphere on a Rocky Exoplanet journal April 2021
ARES.* V. No Evidence For Molecular Absorption in the HST WFC3 Spectrum of GJ 1132 b journal May 2021
A NEW GENERATION OF PARSEC - COLIBRI STELLAR ISOCHRONES INCLUDING THE TP-AGB PHASE journal January 2017
Empirical Relations for the Accurate Estimation of Stellar Masses and Radii journal July 2018
Linear Models for Systematics and Nuisances journal October 2017
Scalable Backpropagation for Gaussian Processes using Celerite journal January 2018
Tables of Limb-darkening and Gravity-darkening Coefficients for the Space Mission Gaia journal January 2019
Note on the Power-2 Limb-darkening Law journal August 2019

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