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Lensing without borders - I. A blind comparison of the amplitude of galaxy-galaxy lensing between independent imaging surveys
Indexado
WoS WOS:000764893900007
Scopus SCOPUS_ID:85125301529
DOI 10.1093/MNRAS/STAB3586
Año 2022
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Lensing without borders is a cross-survey collaboration created to assess the consistency of galaxy-galaxy lensing signals (Delta sigma) across different data sets and to carry out end-to-end tests of systematic errors. We perform a blind comparison of the amplitude of Delta sigma using lens samples from BOSS and six independent lensing surveys. We find good agreement between empirically estimated and reported systematic errors which agree to better than 2.3 sigma in four lens bins and three radial ranges. For lenses with z(L) > 0.43 and considering statistical errors, we detect a 3-4 sigma correlation between lensing amplitude and survey depth. This correlation could arise from the increasing impact at higher redshift of unrecognized galaxy blends on shear calibration and imperfections in photometric redshift calibration. At z(L) > 0.54, amplitudes may additionally correlate with foreground stellar density. The amplitude of these trends is within survey-defined systematic error budgets that are designed to include known shear and redshift calibration uncertainty. Using a fully empirical and conservative method, we do not find evidence for large unknown systematics. Systematic errors greater than 15 per cent (25 per cent) ruled out in three lens bins at 68 per cent (95 per cent) confidence at z < 0.54. Differences with respect to predictions based on clustering are observed to be at the 20-30 per cent level. Our results therefore suggest that lensing systematics alone are unlikely to fully explain the 'lensing is low' effect at z < 0.54. This analysis demonstrates the power of cross-survey comparisons and provides a promising path for identifying and reducing systematics in future lensing analyses.

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Astronomy & Astrophysics
Scopus
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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

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Autores - Afiliación



Ord. Autor Género Institución - País
1 Leauthaud, Alexie Mujer Univ Calif Santa Cruz - Estados Unidos
University of California, Santa Cruz - Estados Unidos
2 Amon, A. Mujer Universidad de Stanford - Estados Unidos
Stanford University - Estados Unidos
3 Singh, Sukhdeep - Carnegie Mellon Univ - Estados Unidos
UNIV CALIF BERKELEY - Estados Unidos
University of California, Berkeley - Estados Unidos
Carnegie Mellon University - Estados Unidos
4 Gruen, D. Hombre Universidad de Stanford - Estados Unidos
Ludwig Maximilians Univ Munchen - Alemania
Stanford University - Estados Unidos
Ludwig-Maximilians-Universität München - Alemania
Natl Ctr Supercomp Applicat - Estados Unidos
UNIV ILLINOIS - Estados Unidos
University of Illinois Urbana-Champaign - Estados Unidos
5 Lange, J. U. - Univ Calif Santa Cruz - Estados Unidos
Universidad de Stanford - Estados Unidos
University of California, Santa Cruz - Estados Unidos
Stanford University - Estados Unidos
6 Huang, Song - Princeton Univ - Estados Unidos
Princeton University - Estados Unidos
7 Robertson, Naomi C. Mujer UNIV CAMBRIDGE - Reino Unido
Institute of Astronomy - Reino Unido
8 Varga, Tamas Norbert Hombre Ludwig Maximilians Univ Munchen - Alemania
Max Planck Inst Extraterr Phys - Alemania
Ludwig-Maximilians-Universität München - Alemania
Max Planck Institute for Extraterrestrial Physics - Alemania
9 Luo, Y. - Univ Calif Santa Cruz - Estados Unidos
University of California, Santa Cruz - Estados Unidos
10 Heymans, Catherine Mujer UNIV EDINBURGH - Reino Unido
Ruhr Univ Bochum - Alemania
University of Edinburgh, Institute for Astronomy - Reino Unido
Ruhr-Universität Bochum - Alemania
11 Hildebrandt, Hendrik Hombre Ruhr Univ Bochum - Alemania
Ruhr-Universität Bochum - Alemania
12 Blake, Chris Hombre Swinburne Univ Technol - Australia
Swinburne University of Technology - Australia
13 Aguena, M. Hombre Lab Annecy Phys Particules LAPP - Francia
Lab Interinst E Astron LIneA - Brasil
Laboratoire d'Annecy-le-Vieux de Physique des Particules LAPP - Francia
Laboratório Interinstitucional de e-Astronomia - Brasil
14 Allam, S. Mujer Fermilab Natl Accelerator Lab - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
Fermi National Accelerator Laboratory - Estados Unidos
15 Andrade-Oliveira, F. - Lab Interinst E Astron LIneA - Brasil
Univ Estadual Paulista - Brasil
Laboratório Interinstitucional de e-Astronomia - Brasil
Universidade Estadual Paulista "Julio de Mesquita Filho" - Brasil
16 Annis, James Hombre Fermilab Natl Accelerator Lab - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
Fermi National Accelerator Laboratory - Estados Unidos
17 Bertin, E. Hombre Inst Astrophys Paris - Francia
Sorbonne Univ - Francia
Institut d’Astrophysique de Paris - Francia
Sorbonne Université - Francia
18 Bhargava, S. - Univ Paris Saclay - Francia
Universite Paris-Saclay - Francia
19 Blazek, J. Hombre Northeastern Univ - Estados Unidos
Ecole Polytech Fed Lausanne EPFL - Suiza
Ecole Polytechnique Fédérale de Lausanne - Suiza
Northeastern University - Estados Unidos
20 Bridle, S. L. Mujer UNIV MANCHESTER - Reino Unido
The University of Manchester - Reino Unido
21 Brooks, D. - UCL - Reino Unido
University College London - Reino Unido
22 Burke, D. L. Hombre Universidad de Stanford - Estados Unidos
SLAC Natl Accelerator Lab - Estados Unidos
Stanford University - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
23 Carnero Rosell, A. Hombre Lab Interinst E Astron LIneA - Brasil
Inst Astrofis Canarias - España
UNIV LA LAGUNA - España
Laboratório Interinstitucional de e-Astronomia - Brasil
Instituto Astrofisico de Canarias - España
Universidad de La Laguna - España
24 Carr, A. Hombre Natl Ctr Supercomp Applicat - Estados Unidos
UNIV ILLINOIS - Estados Unidos
University of Illinois Urbana-Champaign - Estados Unidos
25 Carretero, J. Hombre Barcelona Inst Sci & Technol - España
Institut de Física d'Altes Energies, Bellaterra - España
26 Castander, Francisco Javier J. Hombre Inst Estudis Espacials Catalunya IEEC - España
CSIC - España
Instituto de Estudios Espaciales de Cataluña - España
CSIC - Instituto de Ciencias del Espacio (ICE) - España
27 Cawthon, R. - UNIV WISCONSIN - Estados Unidos
University of Wisconsin-Madison - Estados Unidos
UW-Madison College of Engineering - Estados Unidos
28 Choi, A. - OHIO STATE UNIV - Estados Unidos
The Ohio State University - Estados Unidos
29 Costanzi, M. Hombre UNIV TRIESTE - Italia
Istituto Nazionale di Astrofisica - Italia
Inst Fundamental Phys Universe - Italia
Università degli Studi di Trieste - Italia
Osservatorio Astronomico di Trieste - Italia
INAF Osservatorio Astron Trieste - Italia
30 da Costa, L. N. Hombre Lab Interinst E Astron LIneA - Brasil
Observ Nacl - Brasil
Laboratório Interinstitucional de e-Astronomia - Brasil
Observatório Nacional - Brasil
31 Pereira, M. E.S. Mujer UNIV HAMBURG - Alemania
Universität Hamburg - Alemania
32 Davis, C. - Universidad de Stanford - Estados Unidos
Stanford University - Estados Unidos
33 CORDERO-GARAYAR, JUAN PABLO Hombre Ctr Invest Energet Medioambientales & Tecnol CIEM - España
Centro de Investigaciones Energeticas, Medioambientales y Tecnologicas - España
UNIV CALIF BERKELEY - Estados Unidos
Lawrence Berkeley Natl Lab - Estados Unidos
Santa Cruz Inst Particle Phys - Estados Unidos
University of California, Berkeley - Estados Unidos
Lawrence Berkeley National Laboratory - Estados Unidos
Santa Cruz Institute for Particle Physics - Estados Unidos
34 CORDERO-GARAYAR, JUAN PABLO Hombre Ctr Invest Energet Medioambientales & Tecnol CIEM - España
Centro de Investigaciones Energeticas, Medioambientales y Tecnologicas - España
UNIV CALIF BERKELEY - Estados Unidos
Lawrence Berkeley Natl Lab - Estados Unidos
Santa Cruz Inst Particle Phys - Estados Unidos
University of California, Berkeley - Estados Unidos
Lawrence Berkeley National Laboratory - Estados Unidos
Santa Cruz Institute for Particle Physics - Estados Unidos
35 Diehl, H. T. Hombre Fermilab Natl Accelerator Lab - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
Fermi National Accelerator Laboratory - Estados Unidos
36 Dietrich, J. P. Hombre Ludwig Maximilians Univ Munchen - Alemania
Ludwig-Maximilians-Universität München - Alemania
37 Doel, Peter Hombre UCL - Reino Unido
University College London - Reino Unido
38 Eckert, Kathleen D. Mujer UNIV PENN - Estados Unidos
University of Pennsylvania - Estados Unidos
39 Everett, S. Hombre Santa Cruz Inst Particle Phys - Estados Unidos
Santa Cruz Institute for Particle Physics - Estados Unidos
40 Evrard, A. E. Hombre UNIV MICHIGAN - Estados Unidos
University of Michigan, Ann Arbor - Estados Unidos
41 Ferrero, I Hombre Univ Oslo - Noruega
Universitetet i Oslo - Noruega
42 Flaugher, B. Mujer Fermilab Natl Accelerator Lab - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
Fermi National Accelerator Laboratory - Estados Unidos
43 Fosalba, P. Hombre Inst Estudis Espacials Catalunya IEEC - España
CSIC - España
Instituto de Estudios Espaciales de Cataluña - España
CSIC - Instituto de Ciencias del Espacio (ICE) - España
44 Garcia-Bellido, J. Hombre UNIV AUTONOMA MADRID - España
Universidad Autónoma de Madrid - España
45 Gatti, Marco Hombre UNIV PENN - Estados Unidos
University of Pennsylvania - Estados Unidos
46 Gaztanaga, Enrique Hombre Inst Estudis Espacials Catalunya IEEC - España
CSIC - España
Instituto de Estudios Espaciales de Cataluña - España
CSIC - Instituto de Ciencias del Espacio (ICE) - España
47 Gruen, D. Hombre Universidad de Stanford - Estados Unidos
Ludwig Maximilians Univ Munchen - Alemania
Stanford University - Estados Unidos
Ludwig-Maximilians-Universität München - Alemania
Natl Ctr Supercomp Applicat - Estados Unidos
UNIV ILLINOIS - Estados Unidos
University of Illinois Urbana-Champaign - Estados Unidos
48 Gschwend, Julia Mujer Lab Interinst E Astron LIneA - Brasil
Observ Nacl - Brasil
Laboratório Interinstitucional de e-Astronomia - Brasil
Observatório Nacional - Brasil
49 Hartley, W. G. - Univ Geneva - Suiza
Faculty of Science - Suiza
50 Hollowood, D. L. Hombre Santa Cruz Inst Particle Phys - Estados Unidos
Santa Cruz Institute for Particle Physics - Estados Unidos
51 Honscheid, K. Hombre OHIO STATE UNIV - Estados Unidos
The Ohio State University - Estados Unidos
52 Jain, B. - UNIV PENN - Estados Unidos
University of Pennsylvania - Estados Unidos
53 James, David J. Hombre ASTRAVEO LLC - Estados Unidos
54 Jarvis, M. Hombre UNIV PENN - Estados Unidos
University of Pennsylvania - Estados Unidos
55 Joachimi, B. Hombre UCL - Reino Unido
University College London - Reino Unido
56 Kannawadi, A. Hombre Princeton Univ - Estados Unidos
Princeton University - Estados Unidos
57 Kim, Alex Hombre Lawrence Berkeley Natl Lab - Estados Unidos
Lawrence Berkeley National Laboratory - Estados Unidos
58 Krause, E. Mujer UNIV ARIZONA - Estados Unidos
The University of Arizona - Estados Unidos
59 Kuehn, K. Hombre Macquarie Univ - Australia
Lowell Observ - Estados Unidos
Macquarie University - Australia
Lowell Observatory - Estados Unidos
60 Kuijken, K. Hombre Leiden Univ - Países Bajos
Sterrewacht Leiden - Países Bajos
61 Kuropatkin, N. Hombre Fermilab Natl Accelerator Lab - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
Fermi National Accelerator Laboratory - Estados Unidos
62 LIMA-ARCE, MAURICIO Hombre Lab Interinst E Astron LIneA - Brasil
UNIV SAO PAULO - Brasil
Laboratório Interinstitucional de e-Astronomia - Brasil
Universidade de São Paulo - Brasil
63 MacCrann, N. Hombre UNIV CAMBRIDGE - Reino Unido
Faculty of Mathematics - Reino Unido
64 Maia, M. A. G. Hombre Lab Interinst E Astron LIneA - Brasil
Observ Nacl - Brasil
Laboratório Interinstitucional de e-Astronomia - Brasil
Observatório Nacional - Brasil
65 Makler, M. Hombre ECyT UNSAM - Argentina
Ctr Brasileiro Pesquisas Fis - Brasil
Consejo Nacional de Investigaciones Científicas y Técnicas - Argentina
Centro Brasileiro de Pesquisas Físicas - Brasil
66 March, M. Mujer UNIV PENN - Estados Unidos
University of Pennsylvania - Estados Unidos
67 Marshall, Jennifer Mujer Texas A&M Univ - Estados Unidos
Texas A&amp;M University - Estados Unidos
68 Melchior, Peter Hombre Princeton Univ - Estados Unidos
Princeton University - Estados Unidos
69 Menanteau, F. Hombre Natl Ctr Supercomp Applicat - Estados Unidos
UNIV ILLINOIS - Estados Unidos
University of Illinois Urbana-Champaign - Estados Unidos
70 Miquel, R. Hombre Barcelona Inst Sci & Technol - España
Inst Catalana Recerca & Estudis Avancats - España
Institut de Física d'Altes Energies, Bellaterra - España
Institució Catalana de Recerca i Estudis Avançats - España
71 Aihara, H. - Nagoya Univ - Japón
Univ Tokyo - Japón
Nagoya University - Japón
The University of Tokyo - Japón
72 MUNOZ-MAGNINO, RICARDO CARLOS Hombre Max Planck Inst Extraterr Phys - Alemania
Ludwig Maximilians Univ Munchen - Alemania
Max Planck Institute for Extraterrestrial Physics - Alemania
Ludwig-Maximilians-Universität München - Alemania
73 Moraes, B. - UNIV FED RIO DE JANEIRO - Brasil
Universidade Federal do Rio de Janeiro - Brasil
74 More, S. - Interuniv Ctr Astron & Astrophys - India
Inter-University Centre for Astronomy and Astrophysics India - India
75 Surhud, M. - Univ Tokyo - Japón
The University of Tokyo - Japón
76 Morgan, R. - UNIV WISCONSIN - Estados Unidos
University of Wisconsin-Madison - Estados Unidos
77 Myles, J. - Universidad de Stanford - Estados Unidos
SLAC Natl Accelerator Lab - Estados Unidos
Stanford University - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
78 Ogando, R. Hombre Observ Nacl - Brasil
Observatório Nacional - Brasil
79 Palmese, A. Mujer Fermilab Natl Accelerator Lab - Estados Unidos
UNIV CHICAGO - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
The University of Chicago - Estados Unidos
Fermi National Accelerator Laboratory - Estados Unidos
80 Paz-Chinchon, F. Hombre UNIV CAMBRIDGE - Reino Unido
Natl Ctr Supercomp Applicat - Estados Unidos
Institute of Astronomy - Reino Unido
University of Illinois Urbana-Champaign - Estados Unidos
81 PLAZAS-MALAGON, ANDRES ALEJANDRO Hombre Princeton Univ - Estados Unidos
Princeton University - Estados Unidos
82 Prat, Judit Mujer UNIV CHICAGO - Estados Unidos
The Department of Astronomy and Astrophysics, The University of Chicago - Estados Unidos
The University of Chicago - Estados Unidos
83 Rau, M. M. Hombre Carnegie Mellon Univ - Estados Unidos
Carnegie Mellon University - Estados Unidos
84 Rhodes, J. Hombre CALTECH - Estados Unidos
Jet Propulsion Laboratory - Estados Unidos
85 Rodriguez Monroy, M. - Ctr Invest Energet Medioambientales & Tecnol CIEM - España
Centro de Investigaciones Energeticas, Medioambientales y Tecnologicas - España
86 Roodman, A. Hombre Universidad de Stanford - Estados Unidos
SLAC Natl Accelerator Lab - Estados Unidos
Stanford University - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
87 Ross, A. J. Mujer OHIO STATE UNIV - Estados Unidos
The Ohio State University - Estados Unidos
88 Samuroff, S. Hombre Carnegie Mellon Univ - Estados Unidos
Carnegie Mellon University - Estados Unidos
89 Sanchez Cid, D. Hombre UNIV PENN - Estados Unidos
University of Pennsylvania - Estados Unidos
90 Sanchez, Eusebio Hombre Ctr Invest Energet Medioambientales & Tecnol CIEM - España
Centro de Investigaciones Energeticas, Medioambientales y Tecnologicas - España
91 Scarpine, V - Fermilab Natl Accelerator Lab - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
Fermi National Accelerator Laboratory - Estados Unidos
92 Schlegel, David Hombre Lawrence Berkeley Natl Lab - Estados Unidos
Lawrence Berkeley National Laboratory - Estados Unidos
93 Schubnell, M. Hombre UNIV MICHIGAN - Estados Unidos
University of Michigan, Ann Arbor - Estados Unidos
94 Serrano, S. Hombre Inst Estudis Espacials Catalunya IEEC - España
CSIC - España
Instituto de Estudios Espaciales de Cataluña - España
CSIC - Instituto de Ciencias del Espacio (ICE) - España
95 Sevilla, Ignacio Hombre Ctr Invest Energet Medioambientales & Tecnol CIEM - España
Centro de Investigaciones Energeticas, Medioambientales y Tecnologicas - España
96 Sifon, Cristobal Hombre Pontificia Universidad Católica de Valparaíso - Chile
97 Smith, Matthew Hombre Univ Southampton - Reino Unido
University of Southampton - Reino Unido
98 Speagle, J. S. - UNIV TORONTO - Canadá
University of Toronto - Canadá
Dunlap Institute for Astronomy &amp; Astrophysics - Canadá
99 Suchyta, E. Hombre Oak Ridge Natl Lab - Estados Unidos
Oak Ridge National Laboratory - Estados Unidos
100 Tarle, Gregory Hombre UNIV MICHIGAN - Estados Unidos
University of Michigan, Ann Arbor - Estados Unidos
101 Thomas, Daniel Hombre Univ Portsmouth - Reino Unido
University of Portsmouth - Reino Unido
102 Tinker, Jeremy Hombre NYU - Estados Unidos
The Center for Cosmology and Particle Physics - Estados Unidos
103 To, C. - Universidad de Stanford - Estados Unidos
SLAC Natl Accelerator Lab - Estados Unidos
Stanford University - Estados Unidos
SLAC National Accelerator Laboratory - Estados Unidos
104 Troxel, M. Hombre Duke Univ - Estados Unidos
Duke University - Estados Unidos
105 van Waerbeke, L. Hombre UNIV BRITISH COLUMBIA - Canadá
The University of British Columbia - Canadá
106 Vielzeuf, P. - Barcelona Inst Sci & Technol - España
Institut de Física d'Altes Energies, Bellaterra - España
107 Wright, A. H. Hombre Ruhr Univ Bochum - Alemania
Ruhr-Universität Bochum - Alemania

Muestra la afiliación y género (detectado) para los co-autores de la publicación.

Financiamiento



Fuente
Consejo Nacional de Investigaciones Científicas y Técnicas
CONICET
National Science Foundation
CNPq
Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro
Conselho Nacional de Desenvolvimento Científico e Tecnológico
FAPERJ
University of Illinois at Urbana-Champaign
Deutsche Forschungsgemeinschaft
Financiadora de Estudos e Projetos
MICINN
European Research Council
U.S. Department of Energy
U.S. National Science Foundation
Ohio State University
Japan Society for the Promotion of Science (JSPS)
Alexander von Humboldt Foundation
ERC
Royal Society
Seventh Framework Programme
Max Planck Society
Heisenberg grant of the Deutsche Forschungsgemeinschaft
Lawrence Berkeley National Laboratory
University of Portsmouth
Princeton University
ESO Telescopes at the La Silla Paranal Observatory
University of Chicago
Science and Technology Facilities Council of the United Kingdom
University of Cambridge
NSF MRI
University of Michigan
David and Lucille Packard foundation
Toray Science Foundation
Japan Science and Technology Agency (JST)
NAOJ
Kavli IPMU
KEK
ASIAA
Ministry of Science and Education of Spain
Higher Education Funding Council for England
National Center for Supercomputing Applications at the University of Illinois at Urbana-Champaign
Kavli Institute of Cosmological Physics at the University of Chicago
Center for Cosmology and Astro-Particle Physics at the Ohio State University
Mitchell Institute for Fundamental Physics and Astronomy at Texas AM University
Argonne National Laboratory
University College London
University of Edinburgh
Eidgenossische Technische Hochschule (ETH) Zurich
Fermi National Accelerator Laboratory
Institut de Ciencies de l'Espai (IEEC/CSIC)
Institut de Fisica d'Altes Energies
Ludwig-Maximilians Universitat Munchen
University of Nottingham
OzDES Membership Consortium
University of Pennsylvania
SLAC National Accelerator Laboratory
University of Sussex
Texas AM University
University of California at Santa Cruz
Stanford University
DES-Brazil Consortium
ERDF funds from the European Union
CERCA program of the Generalitat de Catalunya
European Research Council under the European Union
U.S. Department of Energy, Office of Science, Office of High Energy Physics
Centro de Investigaciones Energeticas
Medioambientales y Tecnologicas-Madrid
National Aeronautics and Space Administration through the Planetary Science Division of the NASA Science Mission Directorate
ERC consolidator grant
associated Excellence Cluster Universe
Nova
University of Padova
FIRST program from the Japanese Cabinet Office
European Research Council consolidator grant
Tecnologia e Inovacao
Laboratory Directed Research and Development
Ministerio da Ciencia
Ministry of Education, Culture, Sports, Science, and Technology (MEXT)
NWO-M
NFS's NOIRLab
Brazilian Instituto Nacional de Ciencia e Tecnologia (INCT) do e-Universo (CNPq)
University Federico II (Naples)
Panofsky Fellowship
Department of Energy, Laboratory Directed Research and Development program at SLAC National Accelerator Laboratory
Cerro Tololo Inter-American Observatory at NSF's NOIRLab
Imperial College
U.D Department of Energy, Office of Science, Office of High Energy Physics
Alfred.P Sloan foundation
Brazilian funding agency FAPERJ

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
The Hyper Suprime-Cam (HSC) collaboration includes the astronomical communities of Japan and Taiwan, and Princeton University. The HSC instrumentation and software were developed by the National Astronomical Observatory of Japan (NAOJ), the Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU), the University of Tokyo, the High Energy Accelerator Research Organisation (KEK), the Academia Sinica Institute for Astronomy and Astrophysics in Taiwan (ASIAA), and Princeton University. Funding was contributed by the FIRST program from the Japanese Cabinet Office, the Ministry of Education, Culture, Sports, Science, and Technology (MEXT), the Japan Society for the Promotion of Science (JSPS), Japan Science and Technology Agency (JST), the Toray Science Foundation, NAOJ, Kavli IPMU, KEK, ASIAA, and Princeton University. This paper makes use of software developed for the Large Synoptic Survey Telescope. We thank the LSST Project for making their code available as free software at http://www.w3.org/1999/ http://dm.lsst.org http://dm.lsst.org This paper is based [in part] on data collected at the Subaru Telescope and retrieved from the HSC data archive system, which is operated by Subaru Telescope and Astronomy Data Center (ADC) at NAOJ. Data analysis was in part carried out with the cooperation of Center for Computational Astrophysics (CfCA), NAOJ. The Pan-STARRS1 Surveys (PS1) and the PS1 public science archive have been made possible through contributions by the Institute for Astronomy, the University of Hawaii, the Pan-STARRS Project Office, the Max Planck Society and its participating institutes, the Max Planck Institute for Astronomy, Heidelberg, and the Max Planck Institute for Extraterrestrial Physics, Garching, The Johns Hopkins University, Durham University, the University of Edinburgh, the Queen's University Belfast, the Harvard-Smithsonian Center for Astrophysics, the Las Cumbres Observatory Global Telescope Network Incorporated, the National Central University of Taiwan, the Space Telescope Science Institute, the National Aeronautics and Space Administration under grant No. NNX08AR22G issued through the Planetary Science Division of the NASA Science Mission Directorate, the National Science Foundation grant no. AST-1238877, the University of Maryland, Eotvos Lorand University (ELTE), the Los Alamos National Laboratory, and the Gordon and Betty Moore Foundation. Based on observations made with ESO Telescopes at the La Silla Paranal Observatory under programme IDs 177.A-3016, 177.A-3017, 177.A-3018, and 179.A-2004, and on data products produced by the KiDS consortium. The KiDS production team acknowledges support from: Deutsche Forschungsgemeinschaft, ERC, NOVA, and NWO-M grants; Target; the University of Padova, and the University Federico II (Naples). This work was supported by the Department of Energy, Laboratory Directed Research and Development program at SLAC National Accelerator Laboratory, under contract DE-AC02-76SF00515 and as a part of the Panofsky Fellowship awarded to DG. MM is partially funded by FAPERJ, CNPq, and CONICET. BM acknowledges support from the Brazilian funding agency FAPERJ.
CH acknowledges support from the European Research Council under grant number 647112, and support from the Max Planck Society and the Alexander von Humboldt Foundation in the framework of the Max Planck-Humboldt Research Award endowed by the Federal Ministry of Education and Research. KK acknowledges support from the Royal Society and Imperial College. HH is supported by a Heisenberg grant of the Deutsche Forschungsgemeinschaft (Hi 1495/5-1), as well as an ERC Consolidator Grant (no. 770935). AHW is supported by an European Research Council Consolidator Grant (no. 770935).
Funding for the DES Projects has been provided by the U.S. Department of Energy; the U.S. National Science Foundation; the Ministry of Science and Education of Spain; the Science and Technology Facilities Council of the United Kingdom; the Higher Education Funding Council for England; the National Center for Supercomputing Applications at the University of Illinois at Urbana-Champaign; the Kavli Institute of Cosmological Physics at the University of Chicago; the Center for Cosmology and Astro-Particle Physics at the Ohio State University; the Mitchell Institute for Fundamental Physics and Astronomy at Texas A&M University; Financiadora de Estudos e Projetos; FundacAo Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Cientifico e Tecnologico and the Ministerio da Ciencia; Tecnologia e InovacAo; the Deutsche Forschungsgemeinschaft; and the Collaborating Institutions in the Dark Energy Survey.
The Collaborating Institutions are Argonne National Laboratory; the University of California at Santa Cruz; the University of Cambridge; Centro de Investigaciones Energeticas; Medioambientales y Tecnologicas-Madrid; the University of Chicago; University College London; the DES-Brazil Consortium; the University of Edinburgh; the Eidgenossische Technische Hochschule (ETH) Zurich; Fermi National Accelerator Laboratory; the University of Illinois at Urbana-Champaign; the Institut de Ciencies de l'Espai (IEEC/CSIC); the Institut de Fisica d'Altes Energies; Lawrence Berkeley National Laboratory; the Ludwig-Maximilians Universitat Munchen and the associated Excellence Cluster Universe; the University of Michigan; NFS's NOIRLab; the University of Nottingham; The Ohio State University; the University of Pennsylvania; the University of Portsmouth; SLAC National Accelerator Laboratory; Stanford University; the University of Sussex; Texas A&M University; and the OzDES Membership Consortium.
Based in part on observations at Cerro Tololo Inter-American Observatory at NSF's NOIRLab (NOIRLab Prop. ID 2012B-0001; PI: J. Frieman), which is managed by the Association of Universities for Research in Astronomy (AURA) under a cooperative agreement with the National Science Foundation.
The DES data management system is supported by the National Science Foundation under grant numbers AST-1138766 and AST-1536171. The DES participants from Spanish institutions are partially supported by MICINN under grants ESP2017-89838, PGC2018-094773, PGC2018-102021, SEV-2016-0588, SEV-2016-0597, and MDM-2015-0509, some of which include ERDF funds from the European Union. IFAE is partially funded by the CERCA program of the Generalitat de Catalunya. Research leading to these results has received funding from the European Research Council under the European Union's Seventh Framework Program (FP7/2007-2013) including ERC grant agreements 240672, 291329, and 306478. We acknowledge support from the Brazilian Instituto Nacional de Ciencia e Tecnologia (INCT) do e-Universo (CNPq grant 465376/2014-2).
This manuscript has been authored by Fermi Research Alliance, LLC under Contract No. DE-AC02-07CH11359 with the U.S. Department of Energy, Office of Science, Office of High Energy Physics.
The Hyper Suprime-Cam (HSC) collaboration includes the astronomical communities of Japan and Taiwan, and Princeton University. The HSC instrumentation and software were developed by the National Astronomical Observatory of Japan (NAOJ), the Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU), the University of Tokyo, the High Energy Accelerator Research Organisation (KEK), the Academia Sinica Institute for Astronomy and Astrophysics in Taiwan (ASIAA), and Princeton University. Funding was contributed by the FIRST program from the Japanese Cabinet Office, the Ministry of Education, Culture, Sports, Science, and Technology (MEXT), the Japan Society for the Promotion of Science (JSPS), Japan Science and Technology Agency (JST), the Toray Science Foundation, NAOJ, Kavli IPMU, KEK, ASIAA, and Princeton University. This paper makes use of software developed for the Large Synoptic Survey Telescope. We thank the LSST Project for making their code available as free software at http://www.w3.org/1999/ http://dm.lsst.org http://dm.lsst.org This paper is based [in part] on data collected at the Subaru Telescope and retrieved from the HSC data archive system, which is operated by Subaru Telescope and Astronomy Data Center (ADC) at NAOJ. Data analysis was in part carried out with the cooperation of Center for Computational Astrophysics (CfCA), NAOJ. The Pan-STARRS1 Surveys (PS1) and the PS1 public science archive have been made possible through contributions by the Institute for Astronomy, the University of Hawaii, the Pan-STARRS Project Office, the Max Planck Society and its participating institutes, the Max Planck Institute for Astronomy, Heidelberg, and the Max Planck Institute for Extraterrestrial Physics, Garching, The Johns Hopkins University, Durham University, the University of Edinburgh, the Queen's University Belfast, the Harvard-Smithsonian Center for Astrophysics, the Las Cumbres Observatory Global Telescope Network Incorporated, the National Central University of Taiwan, the Space Telescope Science Institute, the National Aeronautics and Space Administration under grant No. NNX08AR22G issued through the Planetary Science Division of the NASA Science Mission Directorate, the National Science Foundation grant no. AST-1238877, the University of Maryland, Eotvos Lorand University (ELTE), the Los Alamos National Laboratory, and the Gordon and Betty Moore Foundation. Based on observations made with ESO Telescopes at the La Silla Paranal Observatory under programme IDs 177.A-3016, 177.A-3017, 177.A-3018, and 179.A-2004, and on data products produced by the KiDS consortium. The KiDS production team acknowledges support from: Deutsche Forschungsgemeinschaft, ERC, NOVA, and NWO-M grants; Target; the University of Padova, and the University Federico II (Naples). This work was supported by the Department of Energy, Laboratory Directed Research and Development program at SLAC National Accelerator Laboratory, under contract DE-AC02-76SF00515 and as a part of the Panofsky Fellowship awarded to DG. MM is partially funded by FAPERJ, CNPq, and CONICET. BM acknowledges support from the Brazilian funding agency FAPERJ.
This work was supported by the Department of Energy, Laboratory Directed Research and Development program at SLAC National Accelerator Laboratory, under contract DE-AC02-76SF00515 and as a part of the P anofsk y Fellowship awarded to DG. MM is partially funded by FAPERJ, CNPq, and CONICET. BM acknowledges support from the Brazilian funding agency FAPERJ.

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