Atacama Cosmology Telescope: High-resolution component-separated maps across one third of the sky

Coulton, William; Madhavacheril, Mathew S.; Duivenvoorden, Adriaan J.; Hill, J. Colin; Abril-Cabezas, Irene; Ade, Peter A. R.; Aiola, Simone; Alford, Tommy; Amiri, Mandana; Amodeo, Stefania; An, Rui; Atkins, Zachary; Austermann, Jason E.; Battaglia, Nicholas; Battistelli, Elia Stefano; Beall, James A.; Bean, Rachel; Beringue, Benjamin; Bhandarkar, Tanay; Biermann, Emily; Bolliet, Boris; Bond, J. Richard; Cai, Hongbo; Calabrese, Erminia; Calafut, Victoria; Capalbo, Valentina; Carrero, Felipe; Chesmore, Grace E.; Cho, Hsiao-mei; Choi, Steve K.; Clark, Susan E.; Rosado, Rodrigo Córdova; Cothard, Nicholas F.; Coughlin, Kevin; Crowley, Kevin T.; Devlin, Mark J.; Dicker, Simon; Doze, Peter; Duell, Cody J.; Duff, Shannon M.; Dunkley, Jo; Dünner, Rolando; Fanfani, Valentina; Fankhanel, Max; Farren, Gerrit; Ferraro, Simone; Freundt, Rodrigo; Fuzia, Brittany; Gallardo, Patricio A.; Garrido, Xavier; Givans, Jahmour; Gluscevic, Vera; Golec, Joseph E.; Guan, Yilun; Halpern, Mark; Han, Dongwon; Hasselfield, Matthew; Healy, Erin; Henderson, Shawn; Hensley, Brandon; Hervías-Caimapo, Carlos; Hilton, Gene C.; Hilton, Matt; Hincks, Adam D.; Hložek, Renée; Ho, Shuay-Pwu Patty; Huber, Zachary B.; Hubmayr, Johannes; Huffenberger, Kevin M.; Hughes, John P.; Irwin, Kent; Isopi, Giovanni; Jense, Hidde T.; Keller, Ben; Kim, Joshua; Knowles, Kenda; Koopman, Brian J.; Kosowsky, Arthur; Kramer, Darby; Kusiak, Aleksandra; La Posta, Adrien; Lakey, Victoria; Lee, Eunseong; Li, Zack; Li, Yaqiong; Limon, Michele; Lokken, Martine; Louis, Thibaut; Lungu, Marius; MacCrann, Niall; MacInnis, Amanda; Maldonado, Diego; Maldonado, Felipe; Mallaby-Kay, Maya; Marques, Gabriela A.; van Marrewijk, Joshiwa; McCarthy, Fiona; McMahon, Jeff; Mehta, Yogesh; Menanteau, Felipe; Moodley, Kavilan; Morris, Thomas W.; Mroczkowski, Tony; Naess, Sigurd; Namikawa, Toshiya; Nati, Federico; Newburgh, Laura; Nicola, Andrina; Niemack, Michael D.; Nolta, Michael R.; Orlowski-Scherer, John; Page, Lyman A.; Pandey, Shivam; Partridge, Bruce; Prince, Heather; Puddu, Roberto; Qu, Frank J.; Radiconi, Federico; Robertson, Naomi; Rojas, Felipe; Sakuma, Tai; Salatino, Maria; Schaan, Emmanuel; Schmitt, Benjamin L.; Sehgal, Neelima; Shaikh, Shabbir; Sherwin, Blake D.; Sierra, Carlos; Sievers, Jon; Sifón, Cristóbal; Simon, Sara; Sonka, Rita; Spergel, David N.; Staggs, Suzanne T.; Storer, Emilie; Switzer, Eric R.; Tampier, Niklas; Thornton, Robert; Trac, Hy; Treu, Jesse; Tucker, Carole; Ullom, Joel; Vale, Leila R.; Van Engelen, Alexander; Van Lanen, Jeff; Vargas, Cristian; Vavagiakis, Eve M.; Wagoner, Kasey; Wang, Yuhan; Wenzl, Lukas; Wollack, Edward J.; Xu, Zhilei; Zago, Fernando; Zheng, Kaiwen

doi:10.1103/physrevd.109.063530

Title: Atacama Cosmology Telescope: High-resolution component-separated maps across one third of the sky

Journal Article · Wed Mar 20 00:00:00 UTC 2024 · Physical Review. D.

DOI: https://doi.org/10.1103/physrevd.109.063530 · OSTI ID:2405015

^[1]; Madhavacheril, Mathew S.; Duivenvoorden, Adriaan J.; Hill, J. Colin; Abril-Cabezas, Irene; Ade, Peter A. R.; Aiola, Simone; Alford, Tommy; Amiri, Mandana; Amodeo, Stefania; An, Rui; Atkins, Zachary; Austermann, Jason E.; Battaglia, Nicholas; Battistelli, Elia Stefano; Beall, James A.; Bean, Rachel; Beringue, Benjamin; Bhandarkar, Tanay; Biermann, Emily more »

Flatiron Institute, New York, NY (United States); et al.; SLAC

Observations of the millimeter sky contain valuable information on a number of signals, including the blackbody cosmic microwave background (CMB), Galactic emissions, and the Compton-y distortion due to the thermal Sunyaev-Zel’dovich (tSZ) effect. Extracting new insight into cosmological and astrophysical questions often requires combining multiwavelength observations to spectrally isolate one component. Here, in this work, we present a new arc-minute-resolution Compton-y map, which traces out the line-of-sight-integrated electron pressure, as well as maps of the CMB in intensity and E-mode polarization, across a third of the sky (around 13,000 deg²). We produce these through a joint analysis of data from the Atacama Cosmology Telescope (ACT) data release 4 and 6 at frequencies of roughly 93, 148, and 225 GHz, together with data from the Planck satellite at frequencies between 30 and 545 GHz. We present detailed verification of an internal linear combination pipeline implemented in a needlet frame that allows us to efficiently suppress Galactic contamination and account for spatial variations in the ACT instrument noise. These maps provide a significant advance, in noise levels and resolution, over the existing Planck component-separated maps and will enable a host of science goals including studies of cluster and galaxy astrophysics, inferences of the cosmic velocity field, primordial non-Gaussianity searches, and gravitational lensing reconstruction of the CMB.

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Research Organization:: SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)

Sponsoring Organization:: USDOE; USDOE Office of Science (SC)

Grant/Contract Number:: AC02-76SF00515

OSTI ID:: 2405015

Journal Information:: Physical Review. D., Journal Name: Physical Review. D. Journal Issue: 6 Vol. 109; ISSN 2470-0010

Publisher:: American Physical Society (APS)Copyright Statement

Country of Publication:: United States

Language:: English

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Galaxy cluster SZ detection with unbiased noise estimation: an iterative approach Zubeldia, Íñigo; Rotti, Aditya; Chluba, Jens Monthly Notices of the Royal Astronomical Society, Vol. 522, Issue 3 https://doi.org/10.1093/mnras/stad1320	journal	May 2023
An improved Compton parameter map of thermal Sunyaev–Zeldovich effect from Planck PR4 data Chandran, Jyothis; Remazeilles, Mathieu; Barreiro, R. B. Monthly Notices of the Royal Astronomical Society, Vol. 526, Issue 4 https://doi.org/10.1093/mnras/stad3156	journal	October 2023
Reconstruction of high-resolution Sunyaev–Zeldovich maps from heterogeneous data sets using needlets Remazeilles, Mathieu; Aghanim, Nabila; Douspis, Marian Monthly Notices of the Royal Astronomical Society, Vol. 430, Issue 1 https://doi.org/10.1093/mnras/sts636	journal	January 2013
Sunyaev–Zeldovich signal processing and temperature–velocity moment method for individual clusters Chluba, Jens; Switzer, Eric; Nelson, Kaylea Monthly Notices of the Royal Astronomical Society, Vol. 430, Issue 4 https://doi.org/10.1093/mnras/stt110	journal	February 2013
Flux calibration of broad-band far-infrared and submillimetre photometric instruments: theory and application to Herschel-SPIRE Griffin, M. J.; North, C. E.; Schulz, B. Monthly Notices of the Royal Astronomical Society, Vol. 434, Issue 2 https://doi.org/10.1093/mnras/stt999	journal	July 2013
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Rethinking CMB foregrounds: systematic extension of foreground parametrizations Chluba, Jens; Hill, James Colin; Abitbol, Maximilian H. Monthly Notices of the Royal Astronomical Society, Vol. 472, Issue 1 https://doi.org/10.1093/mnras/stx1982	journal	August 2017
The Python Sky Model: software for simulating the Galactic microwave sky Thorne, B.; Dunkley, J.; Alonso, D. Monthly Notices of the Royal Astronomical Society, Vol. 469, Issue 3 https://doi.org/10.1093/mnras/stx949	journal	May 2017
The Atacama Cosmology Telescope: two-season ACTPol extragalactic point sources and their polarization properties Datta, Rahul; Aiola, Simone; Choi, Steve K. Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4 https://doi.org/10.1093/mnras/sty2934	journal	November 2018
Planck's view on the spectrum of the Sunyaev–Zeldovich effect Erler, Jens; Basu, Kaustuv; Chluba, Jens Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 3 https://doi.org/10.1093/mnras/sty327	journal	February 2018
Can we neglect relativistic temperature corrections in the Planck thermal SZ analysis? Remazeilles, Mathieu; Bolliet, Boris; Rotti, Aditya Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 3 https://doi.org/10.1093/mnras/sty3352	journal	December 2018
A unified pseudo- C ℓ framework Alonso, David; Sanchez, Javier; Slosar, Anže Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 3 https://doi.org/10.1093/mnras/stz093	journal	January 2019
The Hyper Suprime-Cam SSP Survey: Overview and survey design Aihara, Hiroaki; Arimoto, Nobuo; Armstrong, Robert Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx066	journal	September 2017
Constraints on the redshift evolution of astrophysical feedback with Sunyaev-Zel’dovich effect cross-correlations Pandey, S.; Baxter, E. J.; Xu, Z. Physical Review D, Vol. 100, Issue 6 https://doi.org/10.1103/PhysRevD.100.063519	journal	September 2019
Atacama Cosmology Telescope: Component-separated maps of CMB temperature and the thermal Sunyaev-Zel’dovich effect Madhavacheril, Mathew S.; Hill, J. Colin; Næss, Sigurd Physical Review D, Vol. 102, Issue 2 https://doi.org/10.1103/PhysRevD.102.023534	journal	July 2020
Atacama Cosmology Telescope: Combined kinematic and thermal Sunyaev-Zel’dovich measurements from BOSS CMASS and LOWZ halos Schaan, Emmanuel; Ferraro, Simone; Amodeo, Stefania Physical Review D, Vol. 103, Issue 6 https://doi.org/10.1103/PhysRevD.103.063513	journal	March 2021
Atacama Cosmology Telescope: Modeling the gas thermodynamics in BOSS CMASS galaxies from kinematic and thermal Sunyaev-Zel’dovich measurements Amodeo, Stefania; Battaglia, Nicholas; Schaan, Emmanuel Physical Review D, Vol. 103, Issue 6 https://doi.org/10.1103/PhysRevD.103.063514	journal	March 2021
Partially constrained internal linear combination: A method for low-noise CMB foreground mitigation Abylkairov, Y. Sultan; Darwish, Omar; Hill, J. Colin Physical Review D, Vol. 103, Issue 10 https://doi.org/10.1103/PhysRevD.103.103510	journal	May 2021
Measurements of the E -mode polarization and temperature- E -mode correlation of the CMB from SPT-3G 2018 data Dutcher, D.; Balkenhol, L.; Ade, P. A. R. Physical Review D, Vol. 104, Issue 2 https://doi.org/10.1103/PhysRevD.104.022003	journal	July 2021
The Atacama Cosmology Telescope: Probing the baryon content of SDSS DR15 galaxies with the thermal and kinematic Sunyaev-Zel’dovich effects Vavagiakis, E. M.; Gallardo, P. A.; Calafut, V. Physical Review D, Vol. 104, Issue 4 https://doi.org/10.1103/PhysRevD.104.043503	journal	August 2021
Constraining the baryon abundance with the kinematic Sunyaev-Zel’dovich effect: Projected-field detection using Planck , WMAP , and unWISE Kusiak, Aleksandra; Bolliet, Boris; Ferraro, Simone Physical Review D, Vol. 104, Issue 4 https://doi.org/10.1103/PhysRevD.104.043518	journal	August 2021
Optimal multifrequency weighting for CMB lensing Sailer, Noah; Schaan, Emmanuel; Ferraro, Simone Physical Review D, Vol. 104, Issue 12 https://doi.org/10.1103/PhysRevD.104.123514	journal	December 2021
Cross-correlation of Dark Energy Survey Year 3 lensing data with ACT and Planck thermal Sunyaev-Zel’dovich effect observations. I. Measurements, systematics tests, and feedback model constraints Gatti, M.; Pandey, S.; Baxter, E. Physical Review D, Vol. 105, Issue 12 https://doi.org/10.1103/PhysRevD.105.123525	journal	June 2022
Constraining the galaxy-halo connection of infrared-selected unWISE galaxies with galaxy clustering and galaxy-CMB lensing power spectra Kusiak, Aleksandra; Bolliet, Boris; Krolewski, Alex Physical Review D, Vol. 106, Issue 12 https://doi.org/10.1103/PhysRevD.106.123517	journal	December 2022
Enhancing measurements of the CMB blackbody temperature power spectrum by removing cosmic infrared background and thermal Sunyaev-Zel’dovich contamination using external galaxy catalogs Kusiak, Aleksandra; Surrao, Kristen M.; Hill, J. Colin Physical Review D, Vol. 108, Issue 12 https://doi.org/10.1103/PhysRevD.108.123501	journal	December 2023
Component-separated, CIB-cleaned thermal Sunyaev-Zel’dovich maps from Planck PR4 data with a flexible public needlet ILC pipeline McCarthy, Fiona; Hill, J. Colin Physical Review D, Vol. 109, Issue 2 https://doi.org/10.1103/PhysRevD.109.023528	journal	January 2024
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The Python Sky Model 3 software Zonca, Andrea; Thorne, Ben; Krachmalnicoff, Nicoletta Journal of Open Source Software, Vol. 6, Issue 67 https://doi.org/10.21105/joss.03783	journal	November 2021
FULL-DEPTH COADDS OF THE WISE AND FIRST-YEAR NEOWISE-REACTIVATION IMAGES Meisner, Aaron M.; Lang, Dustin; Schlegel, David J. The Astronomical Journal, Vol. 153, Issue 1 https://doi.org/10.3847/1538-3881/153/1/38	journal	December 2016
Probing Oort Clouds around Milky Way Stars with CMB Surveys Baxter, Eric J.; Blake, Cullen H.; Jain, Bhuvnesh The Astronomical Journal, Vol. 156, Issue 5 https://doi.org/10.3847/1538-3881/aae64e	journal	November 2018
Large-scale Maps of the Cosmic Infrared Background from Planck Lenz, Daniel; Doré, Olivier; Lagache, Guilaine The Astrophysical Journal, Vol. 883, Issue 1 https://doi.org/10.3847/1538-4357/ab3c2b	journal	September 2019
Atacama Cosmology Telescope: Dusty Star-forming Galaxies and Active Galactic Nuclei in the Equatorial Survey Gralla, Megan B.; Marriage, Tobias A.; Addison, Graeme The Astrophysical Journal, Vol. 893, Issue 2 https://doi.org/10.3847/1538-4357/ab7915	journal	April 2020
The Atacama Cosmology Telescope: A Search for Planet 9 Naess, Sigurd; Aiola, Simone; Battaglia, Nick The Astrophysical Journal, Vol. 923, Issue 2 https://doi.org/10.3847/1538-4357/ac2307	journal	December 2021
Superclustering with the Atacama Cosmology Telescope and Dark Energy Survey. I. Evidence for Thermal Energy Anisotropy Using Oriented Stacking Lokken, M.; Hložek, R.; Engelen, A. van The Astrophysical Journal, Vol. 933, Issue 2 https://doi.org/10.3847/1538-4357/ac7043	journal	July 2022
THE ATACAMA COSMOLOGY TELESCOPE: THE POLARIZATION-SENSITIVE ACTPol INSTRUMENT Thornton, R. J.; Ade, P. A. R.; Aiola, S. The Astrophysical Journal Supplement Series, Vol. 227, Issue 2 https://doi.org/10.3847/1538-4365/227/2/21	journal	December 2016
The Atacama Cosmology Telescope: A Catalog of >4000 Sunyaev–Zel’dovich Galaxy Clusters Hilton, M.; Sifón, C.; Naess, S. The Astrophysical Journal Supplement Series, Vol. 253, Issue 1 https://doi.org/10.3847/1538-4365/abd023	journal	February 2021
The Atacama Cosmology Telescope: Summary of DR4 and DR5 Data Products and Data Access Mallaby-Kay, Maya; Atkins, Zachary; Aiola, Simone The Astrophysical Journal Supplement Series, Vol. 255, Issue 1 https://doi.org/10.3847/1538-4365/abfcc4	journal	July 2021
CMB/kSZ and Compton-y Maps from 2500 deg² of SPT-SZ and Planck Survey Data Bleem, L. E.; Crawford, T. M.; Ansarinejad, B. The Astrophysical Journal Supplement Series, Vol. 258, Issue 2 https://doi.org/10.3847/1538-4365/ac35e9	journal	February 2022

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