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Application of a Damped Locally Optimized Combination of Images Method to the Spectral Characterization of Faint Companions Using an Integral Field Spectrograph

Pueyo, Laurent and Crepp, Justin R. and Vasisht, Gautam and Brenner, Douglas and Oppenheimer, Ben R. and Zimmerman, Neil and Hinkley, Sasha and Parry, Ian and Beichman, Charles and Hillenbrand, Lynne and Roberts, Lewis C., Jr. and Dekany, Richard and Shao, Mike and Burruss, Rick and Bouchez, Antonin and Roberts, Jenny and Soummer, Rémi (2012) Application of a Damped Locally Optimized Combination of Images Method to the Spectral Characterization of Faint Companions Using an Integral Field Spectrograph. Astrophysical Journal Supplement Series, 199 (1). Art. No. 6. ISSN 0067-0049. https://resolver.caltech.edu/CaltechAUTHORS:20120403-131811222

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Abstract

High-contrast imaging instruments are now being equipped with integral field spectrographs (IFSs) to facilitate the detection and characterization of faint substellar companions. Algorithms currently envisioned to handle IFS data, such as the Locally Optimized Combination of Images (LOCI) algorithm, rely on aggressive point-spread function (PSF) subtraction, which is ideal for initially identifying companions but results in significantly biased photometry and spectroscopy owing to unwanted mixing with residual starlight. This spectrophotometric issue is further complicated by the fact that algorithmic color response is a function of the companion's spectrum, making it difficult to calibrate the effects of the reduction without using iterations involving a series of injected synthetic companions. In this paper, we introduce a new PSF calibration method, which we call "damped LOCI," that seeks to alleviate these concerns. By modifying the cost function that determines the weighting coefficients used to construct PSF reference images, and also forcing those coefficients to be positive, it is possible to extract companion spectra with a precision that is set by calibration of the instrument response and transmission of the atmosphere, and not by post-processing. We demonstrate the utility of this approach using on-sky data obtained with the Project 1640 IFS at Palomar. Damped LOCI does not require any iterations on the underlying spectral type of the companion, nor does it rely on priors involving the chromatic and statistical properties of speckles. It is a general technique that can readily be applied to other current and planned instruments that employ IFSs.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1088/0067-0049/199/1/6DOIArticle
http://iopscience.iop.org/0067-0049/199/1/6PublisherArticle
ORCID:
AuthorORCID
Pueyo, Laurent0000-0003-3818-408X
Crepp, Justin R.0000-0003-0800-0593
Vasisht, Gautam0000-0002-1871-6264
Oppenheimer, Ben R.0000-0001-7130-7681
Zimmerman, Neil0000-0001-5484-1516
Hinkley, Sasha0000-0001-8074-2562
Beichman, Charles0000-0002-5627-5471
Roberts, Lewis C., Jr.0000-0003-3892-2900
Soummer, Rémi0000-0003-2753-2819
Additional Information:© 2012 American Astronomical Society. Received 2011 April 22; accepted 2011 November 3; published 2012 February 22. The research described in this publication was carried out at the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration. Project 1640 is funded by National Science Foundation grantsAST-0520822, AST-0804417, and AST-0908484. This work was partially funded through the NASA ROSES Origins of Solar Systems Grant NMO710830/102190, the NSF AST-0908497 Grant. The adaptive optics program at Palomar is supported by NSF grants AST-0619922 and AST-1007046. L.P. was supported by an appointment to the NASA Postdoctoral Program at the JPL, Caltech, administered by Oak Ridge Associated Universities through a contract with NASA. L.P. and S.H. acknowledge support from the Carl Sagan Fellowship Program.
Group:Infrared Processing and Analysis Center (IPAC)
Funders:
Funding AgencyGrant Number
NSFAST-0520822
NSFAST-0804417
NSFAST-0908484
NASANMO710830/102190
NSFAST-0908497
NASA Sagan FellowshipUNSPECIFIED
Subject Keywords:instrumentation: adaptive optics; techniques: high angular resolution; techniques: spectroscopic
Issue or Number:1
Record Number:CaltechAUTHORS:20120403-131811222
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20120403-131811222
Official Citation:Application of a Damped Locally Optimized Combination of Images Method to the Spectral Characterization of Faint Companions Using an Integral Field Spectrograph Laurent Pueyo et al. 2012 ApJS 199 6
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:29960
Collection:CaltechAUTHORS
Deposited By: Jason Perez
Deposited On:03 Apr 2012 21:47
Last Modified:20 Feb 2020 19:05

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