Welcome to the new version of CaltechAUTHORS. Login is currently restricted to library staff. If you notice any issues, please email coda@library.caltech.edu
Published July 2023 | Published
Journal Article Open

Detecting Exoplanets Closer to Stars with Moderate Spectral Resolution Integral-field Spectroscopy

Abstract

While radial velocity surveys have demonstrated that the population of gas giants peaks around 3 au, the most recent high-contrast imaging surveys have only been sensitive to planets beyond ∼10 au. Sensitivity at small angular separations from stars is currently limited by the variability of the point-spread function. We demonstrate how moderate-resolution integral-field spectrographs can detect planets at smaller separations (≲ 0.3") by detecting the distinct spectral signature of planets compared to the host star. Using OSIRIS (R ≈ 4000) at the W.M. Keck Observatory, we present the results of a planet search via this methodology around 20 young targets in the Ophiuchus and Taurus star-forming regions. We show that OSIRIS can outperform high-contrast coronagraphic instruments equipped with extreme adaptive optics and non-redundant masking in the 0.05"–0.3" regime. As a proof of concept, we present the 34σ detection of a high-contrast M dwarf companion at ≈0.1" with flux ratio of ≈ 0.92% around the field F2 star HD 148352. We developed an open-source Python package, breads, for the analysis of moderate-resolution integral-field spectroscopy data in which the planet and the host star signal are jointly modeled. The diffracted starlight continuum is forward-modeled using a spline model, which removes the need for prior high-pass filtering or continuum normalization. The code allows for analytic marginalization of linear hyperparameters, which simplifies the posterior sampling of other parameters (e.g., radial velocity, effective temperature). This technique could prove very powerful when applied to integral-field spectrographs such as NIRSpec on the JWST and other upcoming first-light instruments on the future Extremely Large Telescopes.

Additional Information

© 2023. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. This research was funded in part by the Gordon and Betty Moore Foundation through grant GBMF8550 and by NASA ROSES XRP award 80NSSC19K0294 to M.L. and D.M. J.-B.R. acknowledges support from the David and Ellen Lee Prize Postdoctoral Fellowship. S.A.'s work was supported by the Rita A. and Øistein Skjellum SURF Fellowship. K.K.W.H., Q.M.K., and T.S.B. acknowledge support by the National Aeronautics and Space Administration under ROSES grant No. 80NSSC21K0573 issued through the Astrophysics Division of the Science Mission Directorate. The W. M. Keck Observatory is operated as a scientific partnership among the California Institute of Technology, the University of California, and NASA. The Keck Observatory was made possible by the generous financial support of the W. M. Keck Foundation. We also wish to recognize the very important cultural role and reverence that the summit of Maunakea has always had within the indigenous Hawaiian community. We are most fortunate to have the opportunity to conduct observations from this mountain. Facility: Keck I (OSIRIS). - Software: astropy 21 (Astropy Collaboration et al. 2013, 2018, 2022), Matplotlib 22 (Hunter 2007), breads 23 24 (this work; Agrawal (2022)), emcee 25 (Foreman-Mackey et al. 2013), corner (Foreman-Mackey 2016).

Attached Files

Published - Agrawal_2023_AJ_166_15.pdf

Files

Agrawal_2023_AJ_166_15.pdf
Files (8.6 MB)
Name Size Download all
md5:9171ce4aa52a978bf5197addcea59f8e
8.6 MB Preview Download

Additional details

Created:
August 20, 2023
Modified:
October 20, 2023