TY - JOUR
T1 - Detecting Exoplanets Closer to Stars with Moderate Spectral Resolution Integral-field Spectroscopy
AU - Agrawal, Shubh
AU - Ruffio, Jean Baptiste
AU - Konopacky, Quinn M.
AU - Macintosh, Bruce
AU - Mawet, Dimitri
AU - Nielsen, Eric L.
AU - Hoch, Kielan K.W.
AU - Liu, Michael C.
AU - Barman, Travis S.
AU - Thompson, William
AU - Greenbaum, Alexandra Z.
AU - Marois, Christian
AU - Patience, Jenny
N1 - Funding Information:
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.
Funding Information:
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.
Funding Information:
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.
Publisher Copyright:
© 2023. The Author(s). Published by the American Astronomical Society.
PY - 2023/7/1
Y1 - 2023/7/1
N2 - 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.
AB - 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.
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U2 - 10.3847/1538-3881/acd6a3
DO - 10.3847/1538-3881/acd6a3
M3 - Article
AN - SCOPUS:85163795324
SN - 0004-6256
VL - 166
JO - Astronomical Journal
JF - Astronomical Journal
IS - 1
M1 - 15
ER -