DESI Strong Lens Foundry. III. Keck Spectroscopy for Strong Lenses Discovered Using Residual Neural Networks

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Authors: Shrihan Agarwal, Xiaosheng Huang, W. Sheu, C. Storfer, Marcos Tamargo-Arizmendi, S. Tabares-Tarquinio, D.J. Schlegel, Gregory S. Aldering, Adam S. Bolton, Aleksandar Cikota, Arjun Dey, A. Filipp
+40 more Eric Jullo, K. J. Kwon, S. Perlmutter, Yiping Shu, Ezra Sukay, N. Suzuki, J. Aguilar, Steven P. Ahlen, S. BenZvi, D. Brooks, T. Claybaugh, P. Doel, J. E. Forero-Romero, ENRIQUE GAZTAÑAGA, Satya Gontcho A Gontcho, Gaston Gutierrez, K. Honscheid, M. Ishak, Stéphanie Juneau, R. Kehoe, Theodore S. Kisner, S.E Koposov, Andrew R. Lambert, Martin Landriau, Laurent Le Guillou, Axel de la Macorra, Aaron Meisner, R. Miquel, John Moustakas, Adam D. Myers, Claire Poppett, Francisco Prada, Ignasi Pérez-Ràfols, Graziano Rossi, E. Sanchez, Michael S. Schubnell, David Sprayberry, Gregory Tarlé, Benjamin Alan Weaver, Hu Zou
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Abstract

Abstract We present spectroscopic data of strong lenses and their source galaxies using the Keck Near-Infrared Echellette Spectrometer (NIRES) and the Dark Energy Spectroscopic Instrument (DESI), providing redshifts necessary for nearly all strong-lensing applications with these systems, especially the extraction of physical parameters from lensing modeling. These strong lenses were found in the DESI Legacy Imaging Surveys using residual neural networks and followed up by our Hubble Space Telescope program, with all systems displaying unambiguous lensed arcs. With NIRES, we target eight lensed sources at redshifts difficult to measure in the optical range and determine the source redshifts for six, between z s = 1.675 and 3.332. DESI observed one of the remaining source redshifts, as well as an additional source redshift within the six systems. The two systems with nondetections by NIRES were observed for a considerably shorter 600 s at high airmass. Combining NIRES infrared spectroscopy with optical spectroscopy from our DESI Strong Lensing Secondary Target Program, these results provide the complete lens and source redshifts for six systems, a resource for refining automated strong lens searches in future deep- and wide-field imaging surveys and addressing a range of questions in astrophysics and cosmology.

Fields of Study & Subjects

Optical Systems and Laser Technology Ocular and Laser Science Research

Publication details

Journal / source
The Astrophysical Journal
Volume
1001
Issue
2
Pages
162–162
Publication date
14 April 2026
Language
EN