The Atacama Cosmology Telescope DR6 and DESI: structure formation over cosmic time with a measurement of the cross-correlation of CMB lensing and luminous red galaxies
Abstract We present a high-significance cross-correlation of CMB lensing maps from the Atacama Cosmology Telescope (ACT) Data Release 6 (DR6) with luminous red galaxies (LRGs) from the Dark Energy Spectroscopic Instrument (DESI) Legacy Survey spectroscopically calibrated by DESI. We detect this cross-correlation at a significance of 38 σ ; combining our measurement with the Planck Public Release 4 (PR4) lensing map, we detect the cross-correlation at 50 σ . Fitting this jointly with the galaxy auto-correlation power spectrum to break the galaxy bias degeneracy with σ 8 , we perform a tomographic analysis in four LRG redshift bins spanning 0.4 ≤ z ≤ 1.0 to constrain the amplitude of matter density fluctuations through the parameter combination S 8 × = σ 8 (Ω m / 0.3) 0.4 . Prior to unblinding, we confirm with extragalactic simulations that foreground biases are negligible and carry out a comprehensive suite of null and consistency tests. Using a hybrid effective field theory (HEFT) model that allows scales as small as k max = 0.6 h/ Mpc, we obtain a 3.3% constraint on S 8 × = σ 8 (Ω m / 0.3) 0.4 = 0.792 +0.024 -0.028 from ACT data, as well as constraints on S 8 × ( z ) that probe structure formation over cosmic time. Our result is consistent with the early-universe extrapolation from primary CMB anisotropies measured by Planck PR4 within 1.2 σ . Jointly fitting ACT and Planck lensing cross-correlations we obtain a 2.7% constraint of S 8 × = 0.776 +0.019 -0.021 , which is consistent with the Planck early-universe extrapolation within 2.1 σ , with the lowest redshift bin showing the largest difference in mean. The latter may motivate further CMB lensing tomography analyses at z < 0.6 to assess the impact of potential systematics or the consistency of the ΛCDM model over cosmic time.
Authors
- D. Kirkby (ORCID: https://orcid.org/0000-0002-8828-5463)
- Will J. Percival (ORCID: https://orcid.org/0000-0002-0644-5727)
- D. Brooks (ORCID: https://orcid.org/0000-0002-8458-5047)
- Frank J. Qu (ORCID: https://orcid.org/0000-0001-7805-1068)
- Lukas Wenzl
- Michael S. Schubnell (ORCID: https://orcid.org/0000-0001-9504-2059)
- Graziano Rossi (ORCID: https://orcid.org/0000-0002-5102-5019)
- N. Palanque‐Delabrouille (ORCID: https://orcid.org/0000-0003-3188-784X)
- Kavilan Moodley
- Jo Dunkley (ORCID: https://orcid.org/0000-0002-7450-2586)
- Jeffrey A. Newman (ORCID: https://orcid.org/0000-0001-8684-2222)
- Gregory Tarlé (ORCID: https://orcid.org/0000-0003-1704-0781)
- Andreu Font-Ribera (ORCID: https://orcid.org/0000-0002-3033-7312)
- Shi-Fan Chen (ORCID: https://orcid.org/0000-0002-5762-6405)
- Emmanuel Schaan (ORCID: https://orcid.org/0000-0002-4619-8927)
- Laurent Le Guillou (ORCID: https://orcid.org/0000-0001-7178-8868)
- David Sprayberry (ORCID: https://orcid.org/0000-0001-7583-6441)
- Christophe Yèche (ORCID: https://orcid.org/0000-0001-5146-8533)
- Gustavo Niz (ORCID: https://orcid.org/0000-0002-1544-8946)
- David J. Schlegel (ORCID: https://orcid.org/0000-0002-5042-5088)
- Axel de la Macorra (ORCID: https://orcid.org/0000-0002-1769-1640)
- Martin Landriau (ORCID: https://orcid.org/0000-0003-1838-8528)
- Noah Sailer (ORCID: https://orcid.org/0000-0002-5333-8983)
- Simone Ferraro (ORCID: https://orcid.org/0000-0003-4992-7854)
- N. MacCrann (ORCID: https://orcid.org/0000-0002-8998-3909)
- Vera Gluscevic (ORCID: https://orcid.org/0000-0002-3589-8637)
- M. E. Levi (ORCID: https://orcid.org/0000-0003-1887-1018)
- Gerrit S. Farren (ORCID: https://orcid.org/0000-0001-5704-1127)
- Marc Manera (ORCID: https://orcid.org/0000-0003-4962-8934)
- John Orlowski-Scherer (ORCID: https://orcid.org/0000-0003-1842-8104)
- J. Aguilar (ORCID: https://orcid.org/0000-0003-0822-452X)
- J. Guy (ORCID: https://orcid.org/0000-0001-9822-6793)
- Eusebio Sanchez (ORCID: https://orcid.org/0000-0002-9646-8198)
- Mathew S. Madhavacheril (ORCID: https://orcid.org/0000-0001-6740-5350)
- Satya Gontcho A Gontcho (ORCID: https://orcid.org/0000-0003-3142-233X)
- Suzanne T. Staggs (ORCID: https://orcid.org/0000-0002-7020-7301)
- Laura Newburgh (ORCID: https://orcid.org/0000-0002-7333-5552)
- Neelima Sehgal (ORCID: https://orcid.org/0000-0002-9674-4527)
- Alexander van Engelen (ORCID: https://orcid.org/0000-0002-3495-158X)
- Omar Darwish (ORCID: https://orcid.org/0000-0003-2946-1866)
- ENRIQUE GAZTAÑAGA (ORCID: https://orcid.org/0000-0001-9632-0815)
- Steve K. Choi (ORCID: https://orcid.org/0000-0002-9113-7058)
- Edward F. Schlafly (ORCID: https://orcid.org/0000-0002-3569-7421)
- K. Honscheid (ORCID: https://orcid.org/0000-0002-6550-2023)
- Shabbir Shaikh (ORCID: https://orcid.org/0000-0001-6731-0351)
- Martin White (ORCID: https://orcid.org/0000-0001-9912-5070)
- Erminia Calabrese (ORCID: https://orcid.org/0000-0003-0837-0068)
- Cullan Howlett (ORCID: https://orcid.org/0000-0002-1081-9410)
- Cristobál Sifón (ORCID: https://orcid.org/0000-0002-8149-1352)
- Irene Abril-Cabezas (ORCID: https://orcid.org/0000-0003-3230-4589)
- Arjun T. Dey (ORCID: https://orcid.org/0000-0002-4928-4003)
- Joseph DeRose (ORCID: https://orcid.org/0000-0002-0728-0960)
- J. E. Forero-Romero (ORCID: https://orcid.org/0000-0002-2890-3725)
- Steven P. Ahlen (ORCID: https://orcid.org/0000-0001-6098-7247)
- Aaron Meisner (ORCID: https://orcid.org/0000-0002-1125-7384)
- Gabriela A. Marques (ORCID: https://orcid.org/0000-0002-8571-8876)
- R. Miquel (ORCID: https://orcid.org/0000-0002-6610-4836)
- Theodore S. Kisner (ORCID: https://orcid.org/0000-0003-3510-7134)
- Mark J. Devlin (ORCID: https://orcid.org/0000-0002-3169-9761)
- Edward J. Wollack (ORCID: https://orcid.org/0000-0002-7567-4451)
- John Moustakas (ORCID: https://orcid.org/0000-0002-2733-4559)
- Carmen Embil-Villagra (ORCID: https://orcid.org/0009-0001-3987-7104)
- Blake D. Sherwin (ORCID: https://orcid.org/0000-0002-4495-1356)
- Francisco Prada
- Hee-Jung Seo
- Hu Zou (ORCID: https://orcid.org/0000-0002-6684-3997)
- Joshua Kim
- T. Claybaugh (ORCID: https://orcid.org/0000-0002-5024-6987)
- Benjamin A. Weaver
- P. Doel (ORCID: https://orcid.org/0000-0002-6397-4457)
- J. Richard Bond (ORCID: https://orcid.org/0000-0003-2358-9949)
- E. Burtin (ORCID: https://orcid.org/0000-0002-0302-5145)
Institutions
- University of California, Riverside (US)
- Boston University (US)
- Institució Catalana de Recerca i Estudis Avançats (ES)
- Universitat Autònoma de Barcelona (ES)
- Space Telescope Science Institute (US)
- Universidad de Guanajuato (MX)
- Pontificia Universidad Católica de Valparaíso (CL)
- Fermi National Accelerator Laboratory (US)
- Hiroshima Shudo University (JP)
- High Energy Accelerator Research Organization (JP)
- University of Waterloo (CA)
- The University of Queensland (AU)
- University of Pittsburgh (US)
- Perimeter Institute (CA)
- Institute for High Energy Physics (ES)
- Princeton University (US)
- Cornell University (US)
- Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR)
- University of Michigan (US)
- California Southern University (US)
- Regional Municipality of Waterloo (CA)
- Sejong University (KR)
- Sofia University (US)
- Institute for Advanced Study (US)
- National Solar Observatory (US)
- Institut d'Estudis Espacials de Catalunya (ES)
- Kavli Institute for Particle Astrophysics and Cosmology (US)
- Menlo School (US)
- Institut Català de Ciències del Clima (ES)
- Laboratoire de Physique Nucléaire et de Hautes Énergies (FR)
- Canadian Institute for Theoretical Astrophysics (CA)
- Centre for Theoretical Physics and Astrophysics (UZ)
- Michigan United (US)
- Unidades Centrales Científico-Técnicas (ES)
- CEA Paris-Saclay (FR)
- UC Irvine Health (US)
- National Astronomical Observatories (CN)
- Institut de Recherche sur les Lois Fondamentales de l'Univers (FR)
- Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (ES)
- State Library of Ohio (US)
- University College London (GB)
- Arizona State University (US)
- Stony Brook University (US)
- University of Portsmouth (GB)
- Geneva College (US)
- University of Pennsylvania (US)
- Universidad Intercontinental (MX)
- Universidad Nacional Autónoma de México (MX)
- Siena College (US)
- Netherlands Institute for Radio Astronomy (NL)
- University of KwaZulu-Natal (ZA)
- University of California, Berkeley (US)
Publication Details
- Journal
- Journal of Cosmology and Astroparticle Physics
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1088/1475-7516/2024/12/022
- Citations
- 31
- Primary Topic
- Galaxies: Formation, Evolution, Phenomena
- Type
- article
- Field-Weighted Citation Impact
- 10.28
Funders
- National Science Foundation
- U.S. Department of Energy
- National Aeronautics and Space Administration
- Princeton University
- University of Pennsylvania
- Compute Canada
- Government of Ontario
- National Energy Research Scientific Computing Center
- European Commission
- National Research Foundation
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
- University of Toronto
- Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona
- Agencia Nacional de Investigación y Desarrollo
- National Institute of Standards and Technology
- Office of Science
- Oak Ridge Institute for Science and Education
- High Energy Physics
- Lawrence Berkeley National Laboratory