On the Feasibility of Intense Radial Velocity Surveys for Earth-twin Discoveries
arXiv:1806.00518 · doi:10.1093/mnras/sty1464
Abstract
This work assesses the potential capability of the next generation of high-precision Radial Velocity (RV) instruments for Earth-twin exoplanet detection. From the perspective of the importance of data sampling, the Terra Hunting Experiment aims to do this through an intense series of nightly RV observations over a long baseline on a carefully selected target list, via the brand-new instrument HARPS3. This paper describes an end-to-end simulation of generating and processing such data to help us better understand the impact of uncharacterised stellar noise in the recovery of Earth-mass planets with orbital periods of the order of many months. We consider full Keplerian systems, realistic simulated stellar noise, instrument white noise, and location-specific weather patterns for our observation schedules. We use Bayesian statistics to assess various planetary models fitted to the synthetic data, and compare the successful planet recovery of the Terra Hunting Experiment schedule with a typical reference survey. We find that the Terra Hunting Experiment can detect Earth-twins in the habitable zones of solar-type stars, in single and multi-planet systems, and in the presence of stellar signals. Also that it out-performs a typical reference survey on accuracy of recovered parameters, and that it performs comparably to an uninterrupted space-based schedule.
arXiv comment22 pages, 13 figures
References in corpus (30)
- MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
- Multimodal nested sampling: an efficient and robust alternative to MCMC methods for astronomical data analysis
- Astrophysics Source Code Library
- The WASP Project and the SuperWASP Cameras
- Importance Nested Sampling and the MultiNest Algorithm
- The Occurrence and Architecture of Exoplanetary Systems
- No planet for HD 166435
- PolyChord: nested sampling for cosmology
- PolyChord: next-generation nested sampling
- A Gaussian process framework for modelling stellar activity signals in radial velocity data
- State of the Field: Extreme Precision Radial Velocities
- The HARPS search for Earth-like planets in the habitable zone: I -- Very low-mass planets around HD20794, HD85512 and HD192310
- Planetary detection limits taking into account stellar noise. I. Observational strategies to reduce stellar oscillation and granulation effects
- The Next Generation Transit Survey (NGTS)
- SOAP 2.0: A tool to estimate the photometric and radial velocity variations induced by stellar spots and plages
- The Sun as a planet-host star: Proxies from SDO images for HARPS radial-velocity variations
- Ghost in the time series: no planet for Alpha Cen B
- A Catalog of Kepler Habitable Zone Exoplanet Candidates
- EXPRES: A Next Generation RV Spectrograph in the Search for Earth-like Worlds
- The variability of Sun-like stars: reproducing observed photometric trends
- Radial-Velocity Fitting Challenge. II. First results of the analysis of the data set
- Detecting extrasolar planets from stellar radial velocities using Bayesian evidence
- A Bayesian Kepler Periodogram detects a second planet in HD 208487
- Bayesian analysis of radial velocity data of GJ667C with correlated noise: evidence for only 2 planets
- Signals embedded in the radial velocity noise. Periodic variations in the tau Ceti velocities
- Radial Velocity Fitting Challenge. I. Simulating the data set including realistic stellar radial-velocity signals
- Pinning down the mass of Kepler-10c: the importance of sampling and model comparison
- Using the Sun to estimate Earth-like planets detection capabilities. III. Impact of spots and plages on astrometric detection
- Effects of eccentricity on climates and habitability of terrestrial exoplanets around M dwarfs
- ESPRESSO: The next European exoplanet hunter
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- One year of AU Mic with HARPS: II -- stellar activity and star-planet interaction
- Unsigned magnetic flux as a proxy for radial-velocity variations in Sun-like stars
- Bayesian inflationary reconstructions from Planck 2018 data
- Quasi-periodic Gaussian Processes for stellar activity: from physical to kernel parameters
- YARARA V2: Reaching sub m/s precision over a decade using PCA on line-by-line RVs
- Stellar activity correction using PCA decomposition of shells
- Label Switching Problem in Bayesian Analysis for Gravitational Wave Astronomy
- Simulating the M-R Relation from APF follow up of TESS targets: Survey design and strategies for overcoming mass biases
- Detection Limits of Low-mass, Long-period Exoplanets Using Gaussian Processes Applied to HARPS-N Solar RVs
- A robust, template-free approach to precise radial velocity extraction
- The HARPS search for southern extra-solar planets XLV. Two Neptune mass planets orbiting HD 13808: a study of stellar activity modelling's impact on planet detection
- A HARPS-N mass for the elusive Kepler-37d: a case study in disentangling stellar activity and planetary signals
- Impact of Correlated Noise on the Mass Precision of Earth-analog Planets in Radial Velocity Surveys
- Global Analysis of the TRAPPIST Ultra-Cool Dwarf Transit Survey
- Spatially resolved spectroscopy across stellar surfaces. V. Observational prospects: Toward Earth-like exoplanet detection
- Fishing for Planets: A Comparative Analysis of EPRV Survey Performance in the Presence of Correlated Noise
- Spatially resolved spectroscopy across stellar surfaces. IV. F, G, & K-stars: Synthetic 3D spectra at hyper-high resolution
- Simulations for Planning Next-Generation Exoplanet Radial Velocity Surveys
- A BCool survey of stellar magnetic cycles
- Revisiting the multi-planetary system of the nearby star HD 20794: Confirmation of a low-mass planet in the habitable zone of a nearby G-dwarf
- EXPRES. II. Searching for Planets Around Active Stars: A Case Study of HD 101501
- Allesfitter: Flexible Star and Exoplanet Inference From Photometry and Radial Velocity
- The need for a public forecast of stellar activity to optimise exoplanet radial velocity detections & transmission spectroscopy
- Reducing activity-induced variations in a radial-velocity time series of the Sun as a star
- Solar Photospheric Spectrum Microvariability I. Theoretical searches for proxies of radial-velocity jittering
- Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural Networks
- Predicting convective blueshift and radial-velocity dispersion due to granulation for FGK stars
- Solar photospheric spectrum microvariability II. Observed relations to magnetic activity and radial-velocity modulation
- In-depth characterization of the Kepler-10 three-planet system with HARPS-N radial velocities and Kepler transit timing variations
- Planet Earth in reflected and polarized light: II. Refining contrast estimates for rocky exoplanets with ELT and HWO
- Using Doppler Imaging to model stellar activity and search for planets around Sun-like stars
- Solar photospheric spectrum microvariability III. Radial velocities and line profiles in magnetic active-region granulation
- Spectral Ratio Analysis: probing of a new suite of stellar activity indicators as a tool for astrophysical noise mitigation
- Granulation on a quiet K dwarf: HD 166620 I. Spectral signatures as a function of line-formation temperature
- Modeling the Solar System I: Characterization Limits from Analytic Timing Variations