Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000

A. Amon et al.: Amon, A.; Robertson, N.C.; Miyatake, H.; Heymans, C.; White, M.; Derose, J.; Yuan, S.; Wechsler, R.H.; Varga, T.N.; Bocquet, S.; Dvornik, A.; More, S.; Ross, A.J.; Hoekstra, H.; Alarcon, A.; Asgari, M.; Blazek, J.; Campos, A.; Chen, R.; Choi, A.; Crocce, M.; Diehl, H.T.; Doux, C.; Ec...

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Authors: Amon, Alexandra, Robertson, N. C., Crocce, Martín, Diehl, H. T., Herner, K., Tutusaus, Isaac, Allam, S., Annis, James, Castander, Francisco J., Frieman, J., Serrano, Santiago, Gerdes, David W., Gutierrez, G., Kuropatkin, N., Zhang, Y.
Format: article
Status:Published version
Publication Date:2023
Country:España
Institution:Consejo Superior de Investigaciones Científicas (CSIC)
Repository:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/347505
Online Access:http://hdl.handle.net/10261/347505
Access Level:Open access
Keyword:Gravitational lensing: weak
Large-scale structure of the universe
Cosmology: observations
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oai_identifier_str oai:digital.csic.es:10261/347505
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dc.title.none.fl_str_mv Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
title Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
spellingShingle Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
Amon, Alexandra
Gravitational lensing: weak
Large-scale structure of the universe
Cosmology: observations
title_short Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
title_full Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
title_fullStr Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
title_full_unstemmed Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
title_sort Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000
dc.creator.none.fl_str_mv Amon, Alexandra
Robertson, N. C.
Crocce, Martín
Diehl, H. T.
Herner, K.
Tutusaus, Isaac
Allam, S.
Annis, James
Castander, Francisco J.
Frieman, J.
Serrano, Santiago
Gerdes, David W.
Gutierrez, G.
Kuropatkin, N.
Zhang, Y.
author Amon, Alexandra
author_facet Amon, Alexandra
Robertson, N. C.
Crocce, Martín
Diehl, H. T.
Herner, K.
Tutusaus, Isaac
Allam, S.
Annis, James
Castander, Francisco J.
Frieman, J.
Serrano, Santiago
Gerdes, David W.
Gutierrez, G.
Kuropatkin, N.
Zhang, Y.
author_role author
author2 Robertson, N. C.
Crocce, Martín
Diehl, H. T.
Herner, K.
Tutusaus, Isaac
Allam, S.
Annis, James
Castander, Francisco J.
Frieman, J.
Serrano, Santiago
Gerdes, David W.
Gutierrez, G.
Kuropatkin, N.
Zhang, Y.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Japan Society for the Promotion of Science
European Research Council
European Commission
Max Planck Society
Ministerio de Ciencia, Innovación y Universidades (España)
Agencia Estatal de Investigación (España)
Ministerio de Ciencia e Innovación (España)
Ministerio de Economía y Competitividad (España)
Generalitat de Catalunya
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Gravitational lensing: weak
Large-scale structure of the universe
Cosmology: observations
topic Gravitational lensing: weak
Large-scale structure of the universe
Cosmology: observations
description A. Amon et al.: Amon, A.; Robertson, N.C.; Miyatake, H.; Heymans, C.; White, M.; Derose, J.; Yuan, S.; Wechsler, R.H.; Varga, T.N.; Bocquet, S.; Dvornik, A.; More, S.; Ross, A.J.; Hoekstra, H.; Alarcon, A.; Asgari, M.; Blazek, J.; Campos, A.; Chen, R.; Choi, A.; Crocce, M.; Diehl, H.T.; Doux, C.; Eckert, K.; Elvin-Poole, J.; Everett, S.; Ferté, A.; Gatti, M.; Giannini, G.; Gruen, D.; Gruendl, R.A.; Hartley, W.G.; Herner, K.; Hildebrandt, H.; Huang, S.; Huff, E.M.; Joachimi, B.; Lee, S.; MacCrann, N.; Myles, J.; Navarro-Alsina, A.; Nishimichi, T.; Prat, J.; Secco, L.F.; Sevilla-Noarbe, I.; Sheldon, E.; Shin, T.; Tröster, T.; Troxel, M.A.; Tutusaus, I.; Allam, S.; Annis, J.; Carnero Rosell, A.; Carretero, J.; Castander, F.J.; Frieman, J.; Gerdes, D.W.; Gutierrez, G.; Kuropatkin, N.; Miquel, R.; Paz-Chinchón, F.; Rodriguez-Monroy, M.; Serrano, S.; Swanson, M.E.C.; Zhang, Y.
publishDate 2023
dc.date.none.fl_str_mv 2023
2024
2024
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The underlying dataset has been published as supplementary material of the article in the publisher platform at DOI 10.1093/mnras/stac2938
https://doi.org/10.1093/mnras/stac2938
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spelling Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000Amon, AlexandraRobertson, N. C.Crocce, MartínDiehl, H. T.Herner, K.Tutusaus, IsaacAllam, S.Annis, JamesCastander, Francisco J.Frieman, J.Serrano, SantiagoGerdes, David W.Gutierrez, G.Kuropatkin, N.Zhang, Y.Gravitational lensing: weakLarge-scale structure of the universeCosmology: observationsA. Amon et al.: Amon, A.; Robertson, N.C.; Miyatake, H.; Heymans, C.; White, M.; Derose, J.; Yuan, S.; Wechsler, R.H.; Varga, T.N.; Bocquet, S.; Dvornik, A.; More, S.; Ross, A.J.; Hoekstra, H.; Alarcon, A.; Asgari, M.; Blazek, J.; Campos, A.; Chen, R.; Choi, A.; Crocce, M.; Diehl, H.T.; Doux, C.; Eckert, K.; Elvin-Poole, J.; Everett, S.; Ferté, A.; Gatti, M.; Giannini, G.; Gruen, D.; Gruendl, R.A.; Hartley, W.G.; Herner, K.; Hildebrandt, H.; Huang, S.; Huff, E.M.; Joachimi, B.; Lee, S.; MacCrann, N.; Myles, J.; Navarro-Alsina, A.; Nishimichi, T.; Prat, J.; Secco, L.F.; Sevilla-Noarbe, I.; Sheldon, E.; Shin, T.; Tröster, T.; Troxel, M.A.; Tutusaus, I.; Allam, S.; Annis, J.; Carnero Rosell, A.; Carretero, J.; Castander, F.J.; Frieman, J.; Gerdes, D.W.; Gutierrez, G.; Kuropatkin, N.; Miquel, R.; Paz-Chinchón, F.; Rodriguez-Monroy, M.; Serrano, S.; Swanson, M.E.C.; Zhang, Y.We evaluate the consistency between lensing and clustering based on measurements from Baryon Oscillation Spectroscopic Survey combined with galaxy–galaxy lensing from Dark Energy Survey (DES) Year 3, Hyper Suprime-Cam Subaru Strategic Program (HSC) Year 1, and Kilo-Degree Survey (KiDS)-1000. We find good agreement between these lensing data sets. We model the observations using the DARK EMULATOR and fit the data at two fixed cosmologies: Planck (S8 = 0.83), and a Lensing cosmology (S8 = 0.76). For a joint analysis limited to large scales, we find that both cosmologies provide an acceptable fit to the data. Full utilization of the higher signal-to-noise small-scale measurements is hindered by uncertainty in the impact of baryon feedback and assembly bias, which we account for with a reasoned theoretical error budget. We incorporate a systematic inconsistency parameter for each redshift bin, A, that decouples the lensing and clustering. With a wide range of scales, we find different results for the consistency between the two cosmologies. Limiting the analysis to the bins for which the impact of the lens sample selection is expected to be minimal, for the Lensing cosmology, the measurements are consistent with A = 1; A = 0.91 ± 0.04 (A = 0.97 ± 0.06) using DES+KiDS (HSC). For the Planck case, we find a discrepancy: A = 0.79 ± 0.03 (A = 0.84 ± 0.05) using DES+KiDS (HSC). We demonstrate that a kinematic Sunyaev–Zeldovich-based estimate for baryonic effects alleviates some of the discrepancy in the Planck cosmology. This analysis demonstrates the statistical power of small-scale measurements; however, caution is still warranted given modelling uncertainties and foreground sample selection effects.AA acknowledges financial support from the award of a Kavli Institute Fellowship at KIPAC and at KICC. HM and TN are supported by JSPS KAKENHI Grant Number 19H00677, by Japan Science and Technology Agency (JST) CREST JPMHCR1414, and by JST AIP Network Lab Acceleration Research Grant Number JP20317829. HM is supported by JSPS KAKENHI Grant Numbers 20H01932 and 21H05456, and by JSPS Core-to-Core Program Grant Numbers JPJSCCA20200002 and JPJSCCA20210003. CH, MA, and TT acknowledge support from the European Research Council under grant number 647112. CH also acknowledges 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. TN is supported in part by MEXT/JSPS KAKENHI Grant Numbers JP20H05861 and JP21H01081. MB is supported by the Polish National Science Centre through grant numbers 2020/38/E/ST9/00395, 2018/30/E/ST9/00698, 2018/31/G/ST9/03388, and 2020/39/B/ST9/03494, and by the Polish Ministry of Science and Higher Education through grant DIR/WK/2018/12. JdJ is supported by the Netherlands Organisation for Scientific Research (NWO) through grant 621.016.402. HHi is supported by a Heisenberg grant of the Deutsche Forschungsgemeinschaft (Hi 1495/5-1), and AD and AW acknowledge support from an ERC Consolidator Grant (No. 770935). HHo acknowledges support from Vici grant 639.043.512, financed by the Netherlands Organisation for Scientific Research (NWO). HYS acknowledges the support from CMS-CSST-2021-A01 and CMS-CSST-2021-B01, NSFC of China under grant 11973070, the Shanghai Committee of Science and Technology grant No. 19ZR1466600, and Key Research Program of Frontier Science, Chinese Academy of Sciences, Grant No. ZDBS-LY-7013. TT acknowledges support from the Leverhulme Trust. 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 Ciência e Tecnologia (INCT) do Universo Online (CNPq grant 465376/2014-2).Peer reviewedOxford University PressJapan Society for the Promotion of ScienceEuropean Research CouncilEuropean CommissionMax Planck SocietyMinisterio de Ciencia, Innovación y Universidades (España)Agencia Estatal de Investigación (España)Ministerio de Ciencia e Innovación (España)Ministerio de Economía y Competitividad (España)Generalitat de CatalunyaConsejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202420242023info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10261/347505reponame:DIGITAL.CSIC. 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