Using Doppler Imaging to model stellar activity and search for planets around Sun-like stars
arXiv:2508.12963 · doi:10.1093/mnras/staf1337
Abstract
Doppler Imaging (DI) is a well-established technique to map a physical field at a stellar surface from a time series of high-resolution spectra. In this proof-of-concept study, we aim to show that traditional DI algorithms, originally designed for rapidly-rotating stars, have also the ability to model the activity of Sun-like stars, when observed with new-generation highly-stable spectrographs, and search for low-mass planets around them. We used DI to retrieve the relative brightness distribution at the surface of the Sun from radial velocity (RV) observations collected by HARPS-N between 2022 and 2024. The brightness maps obtained with DI have a typical angular resolution of about 36 degrees and are a good match to low-resolution disc-resolved Dopplergrams of the Sun at epochs when the absolute, disc-integrated RV exceeds ~2 m/s. The RV residuals after DI correction exhibit a dispersion of about 0.6 m/s, comparable with existing state-of-the-art activity correction techniques. Using planet injection-recovery tests, we also show that DI can be a powerful tool for blind planet searches, so long as the orbital period is larger than ~100days (i.e. 3 to 4 stellar rotation periods), and that it yields planetary mass estimates with an accuracy comparable to, for example, multi-dimensional Gaussian process regression. Finally, we highlight some limitations of traditional DI algorithms, which should be addressed to make DI a reliable alternative to state-of-the-art RV-based planet search techniques.
Accepted for publication in MNRAS
References in corpus (101)
- Astropy: A Community Python Package for Astronomy
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
- The generalised Lomb-Scargle periodogram. A new formalism for the floating-mean and Keplerian periodograms
- The PLATO 2.0 Mission
- No planet for HD 166435
- Magnetic fields of non-degenerate stars
- ESPRESSO@VLT -- On-sky performance and first results
- The surprising magnetic topology of tauSco: fossil remnant or dynamo output?
- Large-scale magnetic topologies of late M dwarfs
- Large-scale magnetic topologies of mid-M dwarfs
- A Gaussian process framework for modelling stellar activity signals in radial velocity data
- Assessing statistical significance of periodogram peaks
- The Transit Light Source Effect: False Spectral Features and Incorrect Densities for M-dwarf Transiting Planets
- State of the Field: Extreme Precision Radial Velocities
- A simple method to estimate radial velocity variations due to stellar activity using photometry
- Using the Sun to estimate Earth-like planets detection capabilities II. Impact of plages
- Planetary detection limits taking into account stellar noise. I. Observational strategies to reduce stellar oscillation and granulation effects
- Toroidal versus poloidal magnetic fields in Sun-like stars: a rotation threshold
- Search for exoplanets with the radial-velocity technique: quantitative diagnostics of stellar activity
- Magnetospheric accretion on the T Tauri star BP Tauri
- A global cloud map of the nearest known brown dwarf
- A Bcool magnetic snapshot survey of solar-type stars
- Measuring precise radial velocities on individual spectral lines. I. Validation of the method and application to mitigate stellar activity
- The evolution of surface magnetic fields in young solar-type stars I: the first 250 Myr
- Magnetic cycles of the planet-hosting star Tau Bootis: II. a second magnetic polarity reversal
- Information field theory for cosmological perturbation reconstruction and non-linear signal analysis
- Discovery of a strong magnetic field on the O star HD 191612: new clues to the future of theta1 Orionis C?
- Three years of Sun-as-a-star radial-velocity observations on the approach to solar minimum
- The Transit Light Source Effect II: The Impact of Stellar Heterogeneity on Transmission Spectra of Planets Orbiting Broadly Sun-like Stars
- A candidate short-period sub-Earth orbiting Proxima Centauri
- Three Years of HARPS-N High-Resolution Spectroscopy and Precise Radial Velocity Data for the Sun
- HARPS-N observes the Sun as a star
- The HARPS search for southern extra-solar planets. XXX. Planetary systems around stars with solar-like magnetic cycles and short-term activity variation
- Measuring precise radial velocities on individual spectral lines : II. Dependance of stellar activity signal on line depth
- Modeling the RV jitter of early M dwarfs using tomographic imaging
- Pyaneti: a fast and powerful software suite for multi-planet radial velocity and transit fitting
- pyaneti II: A multidimensional Gaussian process approach to analysing spectroscopic time-series
- Magnetometry of the classical T Tauri star GQ Lup: non-stationary dynamos & spin evolution of young Suns
- What controls the magnetic geometry of M dwarfs?
- Magnetic Doppler imaging of alpha^2 Canum Venaticorum in all four Stokes parameters. Unveiling the hidden complexity of stellar magnetic fields
- Separating planetary reflex Doppler shifts from stellar variability in the wavelength domain
- Filtering solar-like oscillations for exoplanet detection in radial velocity observations
- A hot Jupiter around the very active weak-line T Tauri star TAP 26
- Investigating the young AU~Mic system with SPIRou: large-scale stellar magnetic field and close-in planet mass
- A solar-like magnetic cycle on the mature K-dwarf 61 Cyg A (HD 201091)
- Radial velocity signatures of Zeeman broadening
- HARPS-N Solar Radial-Velocity Variations Are Dominated By Large, Bright Magnetic Regions
- Planet-induced radio emission from the coronae of M dwarfs: the case of Prox Cen and AU Mic
- The magnetic field and multiple planets of the young dwarf AU~Mic
- Modelling the magnetic activity & filtering radial velocity curves of young Suns: the weak-line T Tauri star LkCa 4
- YARARA: Significant improvement of RV precision through post-processing of spectral time-series
- Performance Verification of the EXtreme PREcision Spectrograph
- Reconstruction of signals with unknown spectra in information field theory with parameter uncertainty
- On the Feasibility of Intense Radial Velocity Surveys for Earth-twin Discoveries
- One year of AU Mic with HARPS: II -- stellar activity and star-planet interaction
- Near-Infrared Transmission Spectroscopy of HAT-P-18b with NIRISS: Disentangling Planetary and Stellar Features in the Era of JWST
- The hot Jupiter of the magnetically-active weak-line T Tauri star V830 Tau
- RASSINE: Interactive tool for normalising stellar spectra I. Description and performance of the code
- An Extreme Precision Radial Velocity Pipeline: First Radial Velocities from EXPRES
- The EXPRES Stellar Signals Project II. State of the Field in Disentangling Photospheric Velocities
- A pair of Sub-Neptunes transiting the bright K-dwarf TOI-1064 characterised with CHEOPS
- Magnetic field topology of the RS CVn star II Pegasi
- Overfitting Affects the Reliability of Radial Velocity Mass Estimates of the V1298 Tau Planets
- Direct evidence of a full dipole flip during the magnetic cycle of a sun-like star
- The young HD 73583 (TOI-560) planetary system: Two 10-M mini-Neptunes transiting a 500-Myr-old, bright, and active K dwarf
- The large-scale magnetic field of Proxima Centauri near activity maximum
- Efficient modeling of correlated noise. III. Scalable methods for jointly modeling several observables' time series with Gaussian processes
- Measuring precise radial velocities on individual spectral lines. III. Dependence of stellar activity signal on line formation temperature
- The Changing Face of Centauri B: Probing plage and stellar activity in K-dwarfs
- Variability in stellar granulation and convective blueshift with spectral type and magnetic activity. II. From young to old main-sequence K-G-F stars
- Mapping stellar surfaces II: An interpretable Gaussian process model for light curves
- A sudden change of the global magnetic field of the active M dwarf AD Leo revealed by full Stokes spectropolarimetric observations
- Unexpectedly strong effect of supergranulation on the detectability of Earth twins orbiting Sun-like stars with radial velocities
- 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
- Molecules as magnetic probes of starspots
- EXPRES I. HD~3651 an Ideal RV Benchmark
- Stellar signal components seen in HARPS and HARPS-N solar radial velocities
- HARPS3 for a Roboticized Isaac Newton Telescope
- Contemporaneous Imaging Comparisons of the Spotted Giant Geminorum Using Interferometric, Spectroscopic, and Photometric Data
- Magnetic field, activity and companions of V410 Tau
- Target Prioritization and Observing Strategies for the NEID Earth Twin Survey
- Multi-instrumental view of magnetic fields and activity of Eridani with SPIRou, NARVAL, and TESS
- Line profile variations in rapidly oscillating Ap stars: resolution of the enigma
- Sub-m s upper limits from a deep HARPS-N radial-velocity search for planets orbiting HD 166620 and HD 144579
- Revisiting K2-233 spectroscopic time-series with multidimensional Gaussian Processes
- Relationship between Ca and H chromospheric emission in F-G-K stars: indication of stellar filaments?
- Identifying solar-like magnetic cycles with Zeeman-Doppler-Imaging (ZDI)
- The T Tauri star V410 Tau in the eyes of SPIRou and TESS
- Mitigating stellar activity jitter with different line lists for least-squares deconvolution: analysis of a parametric and a randomised line selection
- A maximum entropy approach to detect close-in giant planets around active stars
- Mapping time-dependent magnetic topologies of active stars
- Unsigned magnetic flux proxy from solar optical intensity spectra
- Activity time series of old stars from late F to early K VI. Exoplanet mass characterisation and detectability in radial velocity
- Magnetic field and activity phenomena of the K2 dwarf V471 Tau
- Multi-Mask Least-Squares Deconvolution: Extracting RVs using tailored masks
- A BCool survey of stellar magnetic cycles
- Magnetic field evolution of the K2 dwarf V471 Tau
- A statistical model of stellar variability. I. FENRIR: a physics-based model of stellar activity, and its fast Gaussian process approximation
- Introduction to magnetic star-planet interactions