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The Atacama Cosmology Telescope: Summary of DR4 and DR5 Data Products and Data Access

Mallaby-Kay, Maya and Atkins, Zachary and Aiola, Simone and Amodeo, Stefania and Austermann, Jason E. and Beall, James A. and Becker, Daniel T. and Bond, J. Richard and Calabrese, Erminia and Chesmore, Grace E. and Choi, Steve K. and Crowley, Kevin T. and Darwish, Omar and Denison, Edward V. and Devlin, Mark J. and Duff, Shannon M. and Duivenvoorden, Adriaan J. and Dunkley, Jo and Ferraro, Simone and Fichman, Kyra and Gallardo, Patricio A. and Golec, Joseph E. and Guan, Yilun and Han, Dongwon and Hasselfield, Matthew and Hill, J. Colin and Hilton, Gene C. and Hilton, Matt and Hložek, Renée and Hubmayr, Johannes and Huffenberger, Kevin M. and Hughes, John P. and Koopman, Brian J. and Louis, Thibaut and MacInnis, Amanda and Madhavacheril, Mathew S. and McMahon, Jeff and Moodley, Kavilan and Naess, Sigurd and Namikawa, Toshiya and Nati, Federico and Newburgh, Laura B. and Nibarger, John P. and Niemack, Michael D. and Page, Lyman A. and Salatino, Maria and Schaan, Emmanuel and Schillaci, Alessandro and Sehgal, Neelima and Sherwin, Blake D. and Sifón, Cristóbal and Simon, Sara and Staggs, Suzanne T. and Storer, Emilie R. and Ullom, Joel N. and Van Engelen, Alexander and Van Lanen, Jeff and Vale, Leila R. and Wollack, Edward J. and Xu, Zhilei (2021) The Atacama Cosmology Telescope: Summary of DR4 and DR5 Data Products and Data Access. Astrophysical Journal Supplement Series, 255 (1). Art. No. 11. ISSN 0067-0049. doi:10.3847/1538-4365/abfcc4. https://resolver.caltech.edu/CaltechAUTHORS:20210715-151001817

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Abstract

Two recent large data releases for the Atacama Cosmology Telescope (ACT), called DR4 and DR5, are available for public access. These data include temperature and polarization maps that cover nearly half the sky at arcminute resolution in three frequency bands; lensing maps and component-separated maps covering ~2100 deg² of sky; derived power spectra and cosmological likelihoods; a catalog of over 4000 galaxy clusters; and supporting ancillary products including beam functions and masks. The data and products are described in a suite of ACT papers; here we provide a summary. In order to facilitate ease of access to these data, we present a set of Jupyter IPython notebooks developed to introduce users to DR4, DR5, and the tools needed to analyze these data. The data products (excluding simulations) and the set of notebooks are publicly available on the NASA Legacy Archive for Microwave Background Data Analysis; simulation products are available on the National Energy Research Scientific Computing Center.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.3847/1538-4365/abfcc4DOIArticle
https://arxiv.org/abs/2103.03154arXivDiscussion Paper
https://lambda.gsfc.nasa.gov/product/act/Related ItemData and notebooks
ORCID:
AuthorORCID
Mallaby-Kay, Maya0000-0002-2018-3807
Atkins, Zachary0000-0002-2287-1603
Aiola, Simone0000-0002-1035-1854
Amodeo, Stefania0000-0002-4200-9965
Austermann, Jason E.0000-0002-6338-0069
Bond, J. Richard0000-0003-2358-9949
Calabrese, Erminia0000-0003-0837-0068
Choi, Steve K.0000-0002-9113-7058
Darwish, Omar0000-0003-2946-1866
Devlin, Mark J.0000-0002-3169-9761
Duff, Shannon M.0000-0002-9693-4478
Duivenvoorden, Adriaan J.0000-0003-2856-2382
Ferraro, Simone0000-0003-4992-7854
Gallardo, Patricio A.0000-0001-9731-3617
Guan, Yilun0000-0002-1697-3080
Hill, J. Colin0000-0002-9539-0835
Hilton, Gene C.0000-0003-4247-467X
Hilton, Matt0000-0002-8490-8117
Hubmayr, Johannes0000-0002-2781-9302
Huffenberger, Kevin M.0000-0001-7109-0099
Hughes, John P.0000-0002-8816-6800
Koopman, Brian J.0000-0003-0744-2808
Madhavacheril, Mathew S.0000-0001-6740-5350
Moodley, Kavilan0000-0001-6606-7142
Naess, Sigurd0000-0002-4478-7111
Namikawa, Toshiya0000-0003-3070-9240
Nati, Federico0000-0002-8307-5088
Niemack, Michael D.0000-0001-7125-3580
Page, Lyman A.0000-0002-9828-3525
Salatino, Maria0000-0003-4006-1134
Schaan, Emmanuel0000-0002-4619-8927
Schillaci, Alessandro0000-0002-0512-1042
Sehgal, Neelima0000-0002-9674-4527
Sifón, Cristóbal0000-0002-8149-1352
Staggs, Suzanne T.0000-0002-7020-7301
Ullom, Joel N.0000-0003-2486-4025
Vale, Leila R.0000-0001-8561-2580
Wollack, Edward J.0000-0002-7567-4451
Xu, Zhilei0000-0001-5112-2567
Additional Information:© 2021. The American Astronomical Society. Received 2021 March 5; revised 2021 April 15; accepted 2021 April 27; published 2021 July 5. This work was supported by the U.S. National Science Foundation through awards AST-0408698, AST-0965625, and AST-1440226 for the ACT project, as well as awards PHY-0355328, PHY-0855887, and PHY-1214379. Funding was also provided by Princeton University, the University of Pennsylvania, and a Canada Foundation for Innovation (CFI) award to UBC. ACT operates in the Parque Astrońomico Atacama in northern Chile under the auspices of the Comisi on Nacionalde Investigacíon (CONICYT). The development of multichroic detectors and lenses was supported by NASA grants NNX13AE56G and NNX14AB58G. Detector research at NIST was supported by the NIST Innovations in Measurement Science program. Computations were performed on Cori at NERSC as part of the CMB Community allocation, on the Niagara supercomputer at the SciNet HPC Consortium, and on Feynman and Tiger at Princeton Research Computing. SciNet is funded by the CFI under the auspices of Compute Canada, the Government of Ontario, the Ontario Research Fund-Research Excellence, and the University of Toronto. M.M.K. is supported by the NSF Graduate Research Fellowship under grant No. DGE-1256260. D.H., A.M., and N.S. acknowledge support from NSF grant Nos. AST-1513618 and AST-1907657. E.C. acknowledges support from the STFC Ernest Rutherford Fellowship ST/M004856/2 and STFC Consolidated grant ST/S00033X/1, and from the Horizon 2020 ERC Starting grant (No. 849169). K.M. acknowledges support from the National Research Foundation of South Africa. Z.X. acknowledges support from the Gordon and Betty Moore Foundation. Z.L., E.S., and J.D. are supported through NSF grant AST-1814971. We gratefully acknowledge the publicly available software packages that were instrumental for this work. These packages include HEALPix (Gorski et al. 2005) and the python wrapper for HEALPix, which is healpy (Zonca et al. 2019). We also made use of Astropy, 69 a community-developed core Python package for Astronomy (Astropy Collaboration et al. 2013, 2018), libsharp (Reinecke & Seljebotn 2013), and the matplotlib (Hunter 2007) package. We used pixell 70 as well as pyactlike. 71 We also relied on CAMB (Lewis et al. 2000) as well as getdist (Lewis 2019). For power spectra examples, we used NaWrapper 72 , which is a wrapper for NaMaster (Alonso et al. 2019). 73 The packages numpy (Oliphant 2006; van der Walt et al. 2011; Harris et al. 2020), pandas (McKinney 2010; pandas development team 2020), and scipy (Virtanen et al. 2020) were also used throughout this work. We acknowledge the use of the Legacy Archive for Microwave Background Data Analysis (LAMBDA), part of the High Energy Astrophysics Science Archive Center (HEASARC). HEASARC/LAMBDA is a service of the Astrophysics Science Division at the NASA Goddard Space Flight Center. We also acknowledge the use of the National Energy Research Scientific Computing Center (NERSC) for hosting the ACT data, and the use of GitHub for hosting our repositories.
Funders:
Funding AgencyGrant Number
NSFAST-0408698
NSFAST-0965625
NSFAST-1440226
NSFPHY-0355328
NSFPHY-0855887
NSFPHY-1214379
Princeton UniversityUNSPECIFIED
University of PennsylvaniaUNSPECIFIED
Canada Foundation for InnovationUNSPECIFIED
Comisión Nacional de Investigación Científica y Tecnológica (CONICYT)UNSPECIFIED
NASANNX13AE56G
NASANNX14AB58G
National Institute of Standards and Technology (NIST)UNSPECIFIED
Compute CanadaUNSPECIFIED
Ontario Research Fund-Research ExcellenceUNSPECIFIED
University of TorontoUNSPECIFIED
NSF Graduate Research FellowshipDGE-1256260
NSFAST-1513618
NSFAST-1907657
Science and Technology Facilities Council (STFC)ST/M004856/2
Science and Technology Facilities Council (STFC)ST/S00033X/1
European Research Council (ERC)849169
National Research Foundation (South Africa)UNSPECIFIED
Gordon and Betty Moore FoundationUNSPECIFIED
NSFAST-1814971
Subject Keywords:Cosmology; Cosmic microwave background radiation
Issue or Number:1
Classification Code:Unified Astronomy Thesaurus concepts: Cosmology (343); Cosmic microwave background radiation (322)
DOI:10.3847/1538-4365/abfcc4
Record Number:CaltechAUTHORS:20210715-151001817
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20210715-151001817
Official Citation:Maya Mallaby-Kay et al 2021 ApJS 255 11
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:109841
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:15 Jul 2021 17:06
Last Modified:15 Jul 2021 17:06

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