SPT Clusters with DES and HST Weak Lensing. I. Cluster Lensing and Bayesian Population Modeling of Multi-Wavelength Cluster Datasets Article Swipe

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S. Bocquet , S. Grandis , L. E. Bleem , Matthias Klein , J. J. Mohr , M. Aguena , A. Alarcon , S. Allam , S. W. Allen , O. Alves , A. Amon , Behzad Ansarinejad , David Bacon , Matthew Bayliss , K. Bechtol , M. R. Becker , B. A. Benson , G. M. Bernstein , M. Brodwin , D. Brooks , A. Campos , R. E. A. Canning , J. E. Carlstrom , A. Carnero Rosell , M. Carrasco Kind , J. Carretero , R. Cawthon , C. Chang , R Chen , A. Choi , J. Cordero , M. Costanzi , L. N. da Costa , M. E. S. Pereira , C. Davis , T. de Haan , J. DeRose , S. Desai , H. T. Diehl , Scott Dodelson , P. Doel , C. Doux , A. Drlica-Wagner , K. Eckert , J. Elvin-Poole , S. Everett , I. Ferrero , A. Ferté , Ann Marie Flores , J. Frieman , J. García-Bellido , M. Gatti , G. Giannini , Michael D. Gladders , D. Gruen , R. A. Gruendl , I. Harrison , W. G. Hartley , K. Herner , S. R. Hinton , D. L. Hollowood , W. L. Holzapfel , K. Honscheid , N. Huang , Eric Huff , D. J. James , Mike Jarvis , F. Kéruzoré , Gourav Khullar , K. Kim , Ralph Kraft , K. Kuehn , N. Kuropatkin , S. Lee , P. -F. Leget , N. MacCrann , Guillaume Mahler , A. Mantz , J. L. Marshall , J. McCullough , M. McDonald , J. Mena-Fernández , R. Miquel , J. Myles , A Navarro-Alsina , R. L. C. Ogando , A. Palmese , Shivam Pandey , A. Pieres , A. A. Plazas , J. Prat , Marco Raveri , C. L. Reichardt , Joseph Roberson , R. P. Rollins , A. K. Romer , C. Romero , A. Roodman , Ashley J. Ross , E. S. Rykoff ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.48550/arxiv.2310.12213

We present a Bayesian population modeling method to analyze the abundance of galaxy clusters identified by the South Pole Telescope (SPT) with a simultaneous mass calibration using weak gravitational lensing data from the Dark Energy Survey (DES) and the Hubble Space Telescope (HST). We discuss and validate the modeling choices with a particular focus on a robust, weak-lensing-based mass calibration using DES data. For the DES Year 3 data, we report a systematic uncertainty in weak-lensing mass calibration that increases from 1% at $z=0.25$ to 10% at $z=0.95$, to which we add 2% in quadrature to account for uncertainties in the impact of baryonic effects. We implement an analysis pipeline that joins the cluster abundance likelihood with a multi-observable likelihood for the Sunyaev-Zel'dovich effect, optical richness, and weak-lensing measurements for each individual cluster. We validate that our analysis pipeline can recover unbiased cosmological constraints by analyzing mocks that closely resemble the cluster sample extracted from the SPT-SZ, SPTpol ECS, and SPTpol 500d surveys and the DES Year 3 and HST-39 weak-lensing datasets. This work represents a crucial prerequisite for the subsequent cosmological analysis of the real dataset.

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Weak gravitational lensing Physics Astrophysics Strong gravitational lensing Galaxy cluster Gravitational lens Dark energy Cluster (spacecraft) Population Calibration Galaxy Cosmology Redshift Computer science Demography Sociology Programming language Quantum mechanics

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Type: preprint
Language: en
Landing Page: https://orbi.uliege.be/handle/2268/333115
OA Status: green
Cited By: 6
Related Works: 10
OpenAlex ID: https://openalex.org/W4387837991

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DOI: https://doi.org/10.48550/arxiv.2310.12213

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Title: SPT Clusters with DES and HST Weak Lensing. I. Cluster Lensing and Bayesian Population Modeling of Multi-Wavelength Cluster Datasets

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Type: preprint

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Language: en

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Publication year: 2023

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Publication date: 2023-10-18

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Authors: S. Bocquet, S. Grandis, L. E. Bleem, Matthias Klein, J. J. Mohr, M. Aguena, A. Alarcon, S. Allam, S. W. Allen, O. Alves, A. Amon, Behzad Ansarinejad, David Bacon, Matthew Bayliss, K. Bechtol, M. R. Becker, B. A. Benson, G. M. Bernstein, M. Brodwin, D. Brooks, A. Campos, R. E. A. Canning, J. E. Carlstrom, A. Carnero Rosell, M. Carrasco Kind, J. Carretero, R. Cawthon, C. Chang, R Chen, A. Choi, J. Cordero, M. Costanzi, L. N. da Costa, M. E. S. Pereira, C. Davis, T. de Haan, J. DeRose, S. Desai, H. T. Diehl, Scott Dodelson, P. Doel, C. Doux, A. Drlica-Wagner, K. Eckert, J. Elvin-Poole, S. Everett, I. Ferrero, A. Ferté, Ann Marie Flores, J. Frieman, J. García-Bellido, M. Gatti, G. Giannini, Michael D. Gladders, D. Gruen, R. A. Gruendl, I. Harrison, W. G. Hartley, K. Herner, S. R. Hinton, D. L. Hollowood, W. L. Holzapfel, K. Honscheid, N. Huang, Eric Huff, D. J. James, Mike Jarvis, F. Kéruzoré, Gourav Khullar, K. Kim, Ralph Kraft, K. Kuehn, N. Kuropatkin, S. Lee, P. -F. Leget, N. MacCrann, Guillaume Mahler, A. Mantz, J. L. Marshall, J. McCullough, M. McDonald, J. Mena-Fernández, R. Miquel, J. Myles, A Navarro-Alsina, R. L. C. Ogando, A. Palmese, Shivam Pandey, A. Pieres, A. A. Plazas, J. Prat, Marco Raveri, C. L. Reichardt, Joseph Roberson, R. P. Rollins, A. K. Romer, C. Romero, A. Roodman, Ashley J. Ross, E. S. Rykoff

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Concepts: Weak gravitational lensing, Physics, Astrophysics, Strong gravitational lensing, Galaxy cluster, Gravitational lens, Dark energy, Cluster (spacecraft), Population, Calibration, Galaxy, Cosmology, Redshift, Computer science, Demography, Sociology, Programming language, Quantum mechanics

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Cited by: 6

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