Telluric-line subtraction in high-accuracy velocimetry: a PCA-based approach
arXiv:1406.6927 · doi:10.1117/12.2056385
Abstract
Optical velocimetry has led to the detection of more than 500 planets to date and there is a strong effort to push m/s velocimetry to the near-infrared to access cooler and lighter stars. The presence of numerous telluric absorption lines in the nIR brings an important challenge. As the star's barycentric velocity varies through the year, the telluric absorption lines effectively varies in velocity relative to the star's spectrum by the same amount leading to important systematic RV offsets. We present a novel principal component analysis-based approach for telluric line subtraction and demonstrated its effectiveness with archival HARPS data for GJ436 and τ Ceti, over parts of the R-band that contain strong telluric absorption lines. The main results are: 1) a better RV accuracy with excluding only a few percentage of the domain, 2) better use of the entire spectrum to measure RV and 3) a higher telescope time efficency by using A0V telluric standard from telescope archive.
arXiv commentPresented at SPIE Astronomical Telescopes + Instrumentation 2014
References in corpus (5)
- The orbital motion, absolute mass, and high-altitude winds of exoplanet HD209458b
- Detection of water absorption in the day side atmosphere of HD 189733 b using ground-based high-resolution spectroscopy at 3.2 microns
- TAPAS, a web-based service of atmospheric transmission computation for astronomy
- Molecfit: A Package for Telluric Absorption Correction
- CARMENES: Calar Alto high-Resolution search for M dwarfs with Exo-earths with a Near-infrared Echelle Spectrograph
Cited by in corpus (31)
- State of the Field: Extreme Precision Radial Velocities
- Where is the Water? Jupiter-like C/H ratio but strong HO depletion found on Boötis b using SPIRou
- Measuring precise radial velocities on individual spectral lines : II. Dependance of stellar activity signal on line depth
- Line-by-line velocity measurements, an outlier-resistant method for precision velocimetry
- A comprehensive radial velocity error budget for next generation Doppler spectrometers
- Investigating the young AU~Mic system with SPIRou: large-scale stellar magnetic field and close-in planet mass
- APERO: A PipelinE to Reduce Observations -- Demonstration with SPIRou
- YARARA: Significant improvement of RV precision through post-processing of spectral time-series
- Wobble: A Data-driven Analysis Technique for Time-series Stellar Spectra
- TOI-1452 b: SPIRou and TESS reveal a super-Earth in a temperate orbit transiting an M4 dwarf
- TOI-530b: A giant planet transiting an M dwarf detected by TESS
- TOI-1278 B: SPIRou unveils a rare Brown Dwarf Companion in Close-In Orbit around an M dwarf
- The SPIRou Legacy Survey Rotation period of quiet M dwarfs from circular polarization in near-infrared spectral lines: I. The SPIRou APERO analysis
- Radial velocity information content of M dwarf spectra in the near-infrared
- Multi-instrumental view of magnetic fields and activity of Eridani with SPIRou, NARVAL, and TESS
- Telluric correction in the near-infrared: Standard star or synthetic transmission?
- Towards a Self-calibrating, Empirical, Light-Weight Model for Tellurics in High-Resolution Spectra
- Early science with SPIRou: near-infrared radial velocity and spectropolarimetry of the planet-hosting star HD 189733
- The CARMENES search for exoplanets around M dwarfs. Telluric absorption corrected high S/N optical and near-infrared template spectra of 382 M dwarf stars
- The T Tauri star V410 Tau in the eyes of SPIRou and TESS
- Optical and Near-Infrared Radial Velocity Content of M Dwarfs: Testing Models with Barnard's Star
- Activity and telluric contamination in HARPS observations of Alpha Centauri B
- A Principal Component Analysis-based method to analyse high-resolution spectroscopic data
- The active weak-line T Tauri star LkCa 4 observed with SPIRou and TESS
- Retrieval of Precise Radial Velocities from Near-Infrared High Resolution Spectra of Low Mass Stars
- Monitoring Telluric Absorption with CAMAL
- The IAG Solar Flux Atlas: Telluric Correction With a Semi-Empirical Model
- Solar photospheric spectrum microvariability II. Observed relations to magnetic activity and radial-velocity modulation
- The Effects of Telluric Contamination in Iodine Calibrated Precise Radial Velocities
- Multi-Wavelength High-Resolution Spectroscopy for Exoplanet Detection: Motivation, Instrumentation and First Results
- Unsupervised Spectral Unmixing For Telluric Correction Using A Neural Network Autoencoder