TILARA: Template-Independent Line-by-line Algorithm for Radial velocity Analysis. I. Description of the code and application on a Sun-like star
arXiv:2603.05445 · doi:10.1051/0004-6361/202558095
Abstract
Precise radial velocities (RVs) are commonly derived through cross-correlation or template-matching methods, both of which rely on a reference spectrum that can introduce biases when the data are variable, contaminated, or sparsely sampled. Line-by-line methods offer an alternative way to compute RVs but generally still rely on template creation and therefore share its inherent limitations. We introduce TILARA, a template-independent, line-by-line RV extraction code designed to allow us to derive line-by-line RVs and to operate effectively even when spectral template construction is not recommended. While originally motivated by future PoET disk-resolved solar observations, TILARA has been built with the flexibility to work with different stellar spectral types and instruments. A curated list of individual absorption lines is used as a reference to automatically measure line centers with via Gaussian fitting with ARES. Then, using the reference lines list, and the lines measured with ARES on the spectra of the target star, TILARA computes the RVs and applies configurable outlier rejection through sigma-clipping or down-weighting methods. We tested different configurations of the code, RV uncertainty estimation methods, and line selection criteria. The code was applied to 520 ESPRESSO observations of the Sun-like star HD 102365 to evaluate its performance. TILARA was then tested against other RV extraction methods. Both in its sigma-clipping and its down-weighting mode, TILARA provided resulting RV time-series with similar standard deviation and error bars as the ones derived using existing methods that follow different approaches.
Accepted for publication in A&A
References in corpus (26)
- The generalised Lomb-Scargle periodogram. A new formalism for the floating-mean and Keplerian periodograms
- Molecfit: A general tool for telluric absorption correction. I. Method and application to ESO instruments
- The CORALIE survey for southern extra-solar planets VII. Two short-period Saturnian companions to HD108147 and HD168746
- ESPRESSO@VLT -- On-sky performance and first results
- Spectrum radial velocity analyser (SERVAL). High-precision radial velocities and two alternative spectral indicators
- The HARPS-TERRA project I. Description of the algorithms, performance and new measurements on a few remarkable stars observed by HARPS
- A new code for automatic determination of equivalent widths: Automatic Routine for line Equivalent widths in stellar Spectra (ARES)
- ARES v2 - new features and improved performance
- Measuring precise radial velocities on individual spectral lines. I. Validation of the method and application to mitigate stellar activity
- A candidate short-period sub-Earth orbiting Proxima Centauri
- The HARPS search for southern extra-solar planets XXXV. The interesting case of HD41248: stellar activity, no planets?
- Line-by-line velocity measurements, an outlier-resistant method for precision velocimetry
- Measuring precise radial velocities on individual spectral lines : II. Dependance of stellar activity signal on line depth
- Using the Sun to estimate Earth-like planets detection capabilities. V. Parameterizing the impact of solar activity components on radial velocities
- Catalog for the ESPRESSO blind radial velocity exoplanet survey
- kima: Exoplanet detection in radial velocities
- The EXPRES Stellar Signals Project II. State of the Field in Disentangling Photospheric Velocities
- Measuring precise radial velocities on individual spectral lines. III. Dependence of stellar activity signal on line formation temperature
- Toward Extremely Precise Radial Velocities: II. A Tool For Using Multivariate Gaussian Processes to Model Stellar Activity
- Convective blueshift strengths of 810 F to M solar-type stars
- The Impact of Stellar Surface Magnetoconvection and Oscillations on the Detection of Temperate, Earth-Mass Planets Around Sun-Like Stars
- TIRAVEL - Template Independent RAdial VELocity measurement
- Modelling stellar activity with Gaussian process regression networks
- The CARMENES search for exoplanets around M dwarfs. Line-by-line sensitivity to activity in M dwarfs
- A systematic bias in template-based RV extraction algorithms
- The Interpolation Constraint in the RV Analysis of M-Dwarfs Using Empirical Templates