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The Thermal and Kinematic Sunyaev–Zeldovich Effect in Galaxy Clusters and Filaments Using Multifrequency Temperature Maps of the Cosmic Microwave Background A399–A401 Cluster Pair Case StudyWe present a multifrequency and multi-instrument methodology to study the physical properties of galaxy clusters and cosmic filaments using cosmic microwave background observations. Our approach enables simultaneous measurement of both the thermal (tSZ) and kinematic Sunyaev–Zeldovich (kSZ) effects, incorporates relativistic corrections, and models astrophysical foregrounds such as thermal dust emission. We do this by jointly fitting a single physical model across multiple maps from multiple instruments at different frequencies, rather than fitting a model to a single Compton-y map. We demonstrate the success of this method by fitting the A399–A401 galaxy cluster pair and filament system using archival data from the Planck satellite and new, targeted deep data from the Atacama Cosmology Telescope, covering 11 different frequencies over 14 maps from 30 GHz to 545 GHz. Our tSZ results are consistent with previous work using Compton-y maps. We measure the line-of-sight peculiar velocities of the cluster–filament system using the kSZ effect and find statistical uncertainties on individual cluster peculiar velocities of ≲600 km s −1 , which are competitive with current state-of-the-art measurements. Additionally, we measure the optical depth of the filament component with a signal-to-noise of 8.5σ and reveal hints of its morphology. This modular approach is well-suited for application to future instruments across a wide range of millimeter and submillimeter wavebands.
Document ID
20260005235
Acquisition Source
Goddard Space Flight Center
Document Type
Reprint (Version printed in journal)
Authors
Ajay S Gill ORCID
(Massachusetts Institute of Technology Cambridge, United States)
Yilun Guan ORCID
(University of Toronto Toronto, Canada)
Adam D Hincks ORCID
(University of Toronto Toronto, Canada)
Tony Mroczkowski ORCID
(Institute of Space Sciences Cerdanyola del Vallès, Spain)
Zachary Atkins ORCID
(Princeton University Princeton, United States)
Eleonora Barbavara ORCID
(University of Toronto Toronto, Canada)
Elia S Battistelli ORCID
(Sapienza University of Rome Rome, Italy)
J Richard Bond ORCID
(Canadian Institute for Theoretical Astrophysics Toronto, Canada)
William Coulton ORCID
(Kavli Institute for Particle Astrophysics and Cosmology Menlo Park, United States)
Adri J Duivenvoorden ORCID
(Max Planck Institute for Astrophysics Garching, Germany)
Matt Hilton ORCID
(University of the Witwatersrand Johannesburg, South Africa)
John P Hughes ORCID
(Rutgers, The State University of New Jersey New Brunswick, United States)
Giovanni Isopi ORCID
(Sapienza University of Rome Rome, Italy)
Joshiwa van Marrewijk ORCID
(Leiden University Leiden, The Netherlands)
Kavilan Moodley ORCID
(University of KwaZulu-Natal Durban, South Africa)
Sigurd Naess ORCID
(University of Oslo Oslo, Norway)
Bruce Partridge ORCID
(Haverford College Haverford, United States)
Bernardita Ried Guachalla ORCID
(Stanford University Stanford, United States)
John Orlowski-Scherer ORCID
(University of Pennsylvania Philadelphia, PA)
Cristobal Sifón ORCID
(Pontificia Universidad Católica de Valparaíso Valparaíso, Chile)
Eve M Vavagiakis ORCID
(Cornell University Ithaca, United States)
Edward J Wollack ORCID
(Goddard Space Flight Center Greenbelt, United States)
Date Acquired
June 10, 2026
Publication Date
June 5, 2026
Publication Information
Publication: The Astrophysical Journal
Publisher: American Astronomical Society
Volume: 1004
Issue: 1
Issue Publication Date: June 10, 2026
ISSN: 1538-4357
Subject Category
Astrophysics
Funding Number(s)
WBS: 832911
OTHER: AST-0408698
OTHER: AST-0965625
OTHER: AST-1440226
OTHER: PHY-0355328
OTHER: PHY-0855887
OTHER: PHY-1214379
CONTRACT_GRANT: DE-AC02-05CH11231
OTHER: HEP-ERCAPmp107
CONTRACT_GRANT: 80NSSC18K1579
CONTRACT_GRANT: 80NSSC23K0350
CONTRACT_GRANT: ATRAE2024-154740
OTHER: MICIU/AEI//10.13039/501100011033
OTHER: CEX2020-001058-M
OTHER: MCIN/AEI//10.13039/501100011033
PROJECT: FB210003
Distribution Limits
Public
Copyright
Portions of document may include copyright protected material.
Technical Review
External Peer Committee
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