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Phenotypic redshifts with self-organizing maps: A novel method to characterize redshift distributions of source galaxies for weak lensing
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Authors
R Buchs (SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA)
C Davis (SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA)
D Gruen (SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA)
J DeRose (Kavli Institute for Particle Astrophysics and Cosmology, P. O. Box 2450, Stanford University, Stanford, CA 94305, USA)
A Alarcon (Institut d’Estudis Espacials de Catalunya (IEEC), E-08034 Barcelona, Spain)
G M Bernstein (Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104, USA)
C Sánchez (Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104, USA)
J Myles (Department of Physics, Stanford University, 382 Via Pueblo Mall, Stanford, CA 94305, USA)
A Roodman (SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA)
S Allen (Department of Physics, Stanford University, 382 Via Pueblo Mall, Stanford, CA 94305, USA)
A Amon (Kavli Institute for Particle Astrophysics and Cosmology, P. O. Box 2450, Stanford University, Stanford, CA 94305, USA)
A Choi (Center for Cosmology and Astro-Particle Physics, The Ohio State University, Columbus, OH 43210, USA)
D C Masters (Infrared Processing and Analysis Center, Pasadena, CA 91125, USA)
R Miquel (Institució Catalana de Recerca i Estudis Avançats, E-08010 Barcelona, Spain)
M A Troxel (Department of Physics, Duke University Durham, NC 27708, USA)
R H Wechsler (SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA)
T M C Abbott (Cerro Tololo Inter-American Observatory, National Optical Astronomy Observatory, Casilla 603, La Serena, Chile)
J Annis (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
S Avila (Institute of Cosmology and Gravitation, University of Portsmouth, Portsmouth PO1 3FX, UK)
K Bechtol (LSST, 933 North Cherry Avenue, Tucson, AZ 85721, USA)
S L Bridle (Jodrell Bank Center for Astrophysics, School of Physics and Astronomy, University of Manchester, Oxford Road, Manchester M13 9PL, UK)
D Brooks (Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, UK)
E Buckley-Geer (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
D L Burke (SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA)
A Carnero Rosell (Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), E-28040 Madrid, Spain)
M Carrasco Kind (Department of Astronomy, University of Illinois at Urbana-Champaign, 1002 W, Green Street, Urbana, IL 61801, USA)
J Carretero (Institut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology, Campus UAB, E-08193 Bellaterra (Barcelona), Spain)
F J Castander (Institut d’Estudis Espacials de Catalunya (IEEC), E-08034 Barcelona, Spain)
R Cawthon (Physics Department, 2320 Chamberlin Hall, University of Wisconsin-Madison, 1150 University Avenue Madison, WI 53706, USA)
C B D’Andrea (Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104, USA)
L N da Costa (Laboratório Interinstitucional de e-Astronomia - LIneA, Rua Gal. José Cristino 77, Rio de Janeiro RJ - 20921-400, Brazil)
J De Vicente (Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), E-28040 Madrid, Spain)
S Desai (Department of Physics, IIT Hyderabad, Kandi, Telangana 502285, India)
H T Diehl (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
P Doel (Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, UK)
A Drlica-Wagner (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
T F Eifler (Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr., Pasadena, CA 91109, USA)
A E Evrard (Department of Astronomy, University of Michigan, Ann Arbor, MI 48109, USA)
B Flaugher (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
P Fosalba (Institut d’Estudis Espacials de Catalunya (IEEC), E-08034 Barcelona, Spain)
J Frieman (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
J García-Bellido (Instituto de Fisica Teorica UAM/CSIC, Universidad Autonoma de Madrid, E-8049 Madrid, Spain)
E Gaztanaga (Institut d’Estudis Espacials de Catalunya (IEEC), E-08034 Barcelona, Spain)
R A Gruendl (Department of Astronomy, University of Illinois at Urbana-Champaign, 1002 W, Green Street, Urbana, IL 61801, USA)
J Gschwend (Laboratório Interinstitucional de e-Astronomia - LIneA, Rua Gal. José Cristino 77, Rio de Janeiro RJ - 20921-400, Brazil)
G Gutierrez (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
W G Hartley (Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, UK)
D L Hollowood (Santa Cruz Institute for Particle Physics, Santa Cruz, CA 95064, USA)
K Honscheid (Center for Cosmology and Astro-Particle Physics, The Ohio State University, Columbus, OH 43210, USA)
D J James (Center for Astrophysics, Harvard and Smithsonian, 60 Garden Street, MS 42, Cambridge, MA 02138, USA)
K Kuehn (Australian Astronomical Optics, Macquarie University, North Ryde, NSW 2113, Australia)
N Kuropatkin (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
M Lima (Laboratório Interinstitucional de e-Astronomia - LIneA, Rua Gal. José Cristino 77, Rio de Janeiro RJ - 20921-400, Brazil)
H Lin (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
M A G Maia (Laboratório Interinstitucional de e-Astronomia - LIneA, Rua Gal. José Cristino 77, Rio de Janeiro RJ - 20921-400, Brazil)
M March (Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104, USA)
J L Marshall (George P. and Cynthia Woods Mitchell Institute for Fundamental Physics and Astronomy, and Department of Physics and Astronomy, Texas A&M University, College Station, TX 77843, USA)
P Melchior (Department of Astrophysical Sciences, Princeton University, Peyton Hall, Princeton, NJ 08544, USA)
F Menanteau (Department of Astronomy, University of Illinois at Urbana-Champaign, 1002 W, Green Street, Urbana, IL 61801, USA)
R L C Ogando (Laboratório Interinstitucional de e-Astronomia - LIneA, Rua Gal. José Cristino 77, Rio de Janeiro RJ - 20921-400, Brazil)
A A Plazas (Department of Astrophysical Sciences, Princeton University, Peyton Hall, Princeton, NJ 08544, USA)
E S Rykoff (SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA)
E Sanchez (Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), E-28040 Madrid, Spain)
V Scarpine (Fermi National Accelerator Laboratory, P. O. Box 500, Batavia, IL 60510, USA)
S Serrano (Institut d’Estudis Espacials de Catalunya (IEEC), E-08034 Barcelona, Spain)
I Sevilla-Noarbe (Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), E-28040 Madrid, Spain)
M Smith (School of Physics and Astronomy, University of Southampton, Southampton SO17 1BJ, UK)
M Soares-Santos (Physics Department, Brandeis University, 415 South Street, Waltham, MA 02453, USA)
F Sobreira (Laboratório Interinstitucional de e-Astronomia - LIneA, Rua Gal. José Cristino 77, Rio de Janeiro RJ - 20921-400, Brazil)
E Suchyta (Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA)
M E C Swanson (National Center for Supercomputing Applications, 1205 West Clark St., Urbana, IL 61801, USA)
G Tarle (Department of Physics, University of Michigan, Ann Arbor, MI 48109, USA)
D Thomas (Institute of Cosmology and Gravitation, University of Portsmouth, Portsmouth PO1 3FX, UK)
V Vikram (Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA)
Date Acquired
February 10, 2024
Publication Date
August 9, 2019
Publication Information
Publication: Monthly Notices of the Royal Astronomical Society
Publisher: Oxford University Press (OUP)
Volume: 489
Issue: 1
Issue Publication Date: October 11, 2019
ISSN: 0035-8711
e-ISSN: 1365-2966
DOI: 10.1093/mnras/stz2162
Funding Number(s)
funding: DE-AC02-76SF00515
funding: PF5-160138
funding: AST-1138766
funding: 465376/2014-2
funding: AYA2015-71825
funding: 240672
Distribution Limits
Public
Keywords
space and planetary science
astronomy and astrophysics

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