Impact of Correlated Noise on the Mass Precision of Earth-analog Planets in Radial Velocity Surveys
arXiv:2204.12512 · doi:10.3847/1538-3881/acad08
Abstract
Characterizing the masses and orbits of near-Earth-mass planets is crucial for interpreting observations from future direct imaging missions (e.g., HabEx, LUVOIR). Therefore, the Exoplanet Science Strategy report (National Academies of Sciences, Engineering, and Medicine 2018) recommended further research so future extremely precise radial velocity surveys could contribute to the discovery and/or characterization of near-Earth-mass planets in the habitable zones of nearby stars prior to the launch of these future imaging missions. Newman et al. (2021) simulated such 10-year surveys under various telescope architectures, demonstrating they can precisely measure the masses of potentially habitable Earth-mass planets in the absence of stellar variability. Here, we investigate the effect of stellar variability on the signal-to-noise ratio (SNR) of the planet mass measurements in these simulations. We find that correlated noise due to active regions has the largest effect on the observed mass SNR, reducing the SNR by a factor of 5.5 relative to the no-variability scenario -- granulation reduces by a factor of 3, while p-mode oscillations has little impact on the proposed survey strategies. We show that in the presence of correlated noise, 5-cm s instrumental precision offers little improvement over 10-cm s precision, highlighting the need to mitigate astrophysical variability. With our noise models, extending the survey to 15 years doubles the number of Earth-analogs with mass SNR 10, and reaching this threshold for any Earth-analog orbiting a star 0.76 M in a 10-year survey would require an increase in number of observations per star from that in Newman et al. (2021).
arXiv comment30 pages, 9 figures, accepted in AJ
References in corpus (59)
- Seven temperate terrestrial planets around the nearby ultracool dwarf star TRAPPIST-1
- A terrestrial planet candidate in a temperate orbit around Proxima Centauri
- The PLATO 2.0 Mission
- Fast and scalable Gaussian process modeling with applications to astronomical time series
- Architecture of Kepler's Multi-transiting Systems: II. New investigations with twice as many candidates
- Chromospheric CaII Emission in Nearby F, G, K, and M stars
- Planets and Stellar Activity: Hide and Seek in the CoRoT-7 system
- Chromospheric Activity and Jitter Measurements for 2630 Stars on the California Planet Search
- Improving the Efficiency of Markov Chain Monte Carlo for Analyzing the Orbits of Extrasolar Planets
- Kepler Asteroseismology Program: Introduction and First Results
- A Gaussian process framework for modelling stellar activity signals in radial velocity data
- Radial Velocity Jitter in Stars from the California and Carnegie Planet Search at Keck Observatory
- Detailed Models of super-Earths: How well can we infer bulk properties?
- A simple method to estimate radial velocity variations due to stellar activity using photometry
- Planetary detection limits taking into account stellar noise. I. Observational strategies to reduce stellar oscillation and granulation effects
- The connection between stellar granulation and oscillation as seen by the Kepler mission
- SOAP 2.0: A tool to estimate the photometric and radial velocity variations induced by stellar spots and plages
- CHEOPS: A Transit Photometry Mission for ESA's Small Mission Programme
- Patterns of photometric and chromospheric variation among Sun-like stars: A 20-year perspective
- Fast Star, Slow Star; Old Star, Young Star: Subgiant Rotation as a Population and Stellar Physics Diagnostic
- The Habitable-Zone Planet Finder: A Stabilized Fiber-Fed NIR Spectrograph for the Hobby-Eberly Telescope
- Measuring precise radial velocities on individual spectral lines. I. Validation of the method and application to mitigate stellar activity
- APF - The Lick Observatory Automated Planet Finder
- The Sun as a planet-host star: Proxies from SDO images for HARPS radial-velocity variations
- A Kepler Study of Starspot Lifetimes with Respect to Light Curve Amplitude and Spectral Type
- EXPRES: A Next Generation RV Spectrograph in the Search for Earth-like Worlds
- Three years of Sun-as-a-star radial-velocity observations on the approach to solar minimum
- HARPS-N observes the Sun as a star
- The Precision of Mass Measurements Required for Robust Atmospheric Characterization of Transiting Exoplanets
- Outgassing on stagnant-lid super-Earths
- An Investigation into the Radial Velocity Variations of CoRoT-7
- The First Habitable Zone Earth-sized Planet from TESS. I: Validation of the TOI-700 System
- Architectures of Exoplanetary Systems. III: Eccentricity and Mutual Inclination Distributions of AMD-stable Planetary Systems
- Microlensing Results Challenge the Core Accretion Runaway Growth Scenario for Gas Giants
- Separating planetary reflex Doppler shifts from stellar variability in the wavelength domain
- Filtering solar-like oscillations for exoplanet detection in radial velocity observations
- The 55 Cancri Planetary System: Fully Self-Consistent N-body Constraints and a Dynamical Analysis
- HARPS-N Solar Radial-Velocity Variations Are Dominated By Large, Bright Magnetic Regions
- Reconstructing the solar integrated radial velocity using MDI/SOHO
- YARARA: Significant improvement of RV precision through post-processing of spectral time-series
- Radial Velocity Fitting Challenge. I. Simulating the data set including realistic stellar radial-velocity signals
- On the Feasibility of Intense Radial Velocity Surveys for Earth-twin Discoveries
- Quantifying the Bayesian Evidence for a Planet in Radial Velocity Data
- Insights on the Spectral Signatures of Stellar Activity and Planets from PCA
- New Methods for Finding Activity-Sensitive Spectral Lines: Combined Visual Identification and an Automated Pipeline Find a Set of 40 Activity Indicators
- Unsigned magnetic flux as a proxy for radial-velocity variations in Sun-like stars
- Radial Velocity Variations of Photometrically Quiet, Chromospherically Inactive Kepler Stars: A Link Between RV Jitter and Photometric Flicker
- Five Decades of Chromospheric Activity in 59 Sun-like Stars and New Maunder Minimum Candidate HD 166620
- Astrophysical Insights into Radial Velocity Jitter from an Analysis of 600 Planet-search Stars
- Identifying Non-Resonant Kepler Planetary Systems
- Atmospheric Retrieval for Direct Imaging Spectroscopy of Gas Giants In Reflected Light II: Orbital Phase and Planetary Radius
- Toward Extremely Precise Radial Velocities: II. A Tool For Using Multivariate Gaussian Processes to Model Stellar Activity
- Exoplanet Imitators: A test of stellar activity behavior in radial velocity signals
- Gaussian Process modelling of granulation and oscillations in red-giant stars
- Characterization of potentially habitable planets: Retrieval of atmospheric and planetary properties from emission spectra
- The Impact of Stellar Surface Magnetoconvection and Oscillations on the Detection of Temperate, Earth-Mass Planets Around Sun-Like Stars
- Target Prioritization and Observing Strategies for the NEID Earth Twin Survey
- Towards Extremely Precise Radial Velocities: I. Simulated Solar Spectra for Testing Exoplanet Detection Algorithms
- A Stellar Activity F-statistic for Exoplanet Surveys (SAFE)
Cited by in corpus (10)
- Fishing for Planets: A Comparative Analysis of EPRV Survey Performance in the Presence of Correlated Noise
- Activity time series of old stars from late F to early K VI. Exoplanet mass characterisation and detectability in radial velocity
- Joint Modeling of Radial Velocities and Photometry with a Gaussian Process Framework
- Simulations for Planning Next-Generation Exoplanet Radial Velocity Surveys
- Quiet Please: Detrending Radial Velocity Variations from Stellar Activity with a Physically Motivated Spot Model
- Asteroseismology of the G8 subgiant beta Aquilae with SONG-Tenerife, SONG-Australia and TESS
- Searching for Low-Mass Exoplanets Amid Stellar Variability with a Fixed Effects Linear Model of Line-by-Line Shape Changes
- gaspery: Optimized Scheduling of Radial Velocity Follow-Up Observations for Active Host Stars
- Time-resolved p-mode oscillations for subgiant HD 142091 with NEID at WIYN
- Exposure-averaged Gaussian Processes for Combining Overlapping Datasets