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1. The atacama cosmology telescope: Summary of dr4 and dr5 data products and data access

Author

Mallaby-Kay, M, Atkins, Z, Aiola, S, Amodeo, S, Austermann, JE, Beall, JA, Becker, DT, Bond, JR, Calabrese, E, Chesmore, GE, Choi, SK, Crowley, KT, Darwish, O, Denison, EV, Devlin, MJ, Duff, SM, Duivenvoorden, AJ, Dunkley, J, Ferraro, S, Fichman, K, Gallardo, PA, Golec, JE, Guan, Y, Han, D, Hasselfield, M, Hill, JC, Hilton, GC, Hilton, M, Hložek, R, Hubmayr, J, Huffenberger, KM, Hughes, JP, Koopman, BJ, Louis, T, MacInnis, A, Madhavacheril, MS, McMahon, J, Moodley, K, Naess, S, Namikawa, T, Nati, F, Newburgh, LB, Nibarger, JP, Niemack, MD, Page, LA, Salatino, M, Schaan, E, Schillaci, A, Sehgal, N, Sherwin, BD, Sifón, C, Simon, S, Staggs, ST, Storer, ER, Ullom, JN, Van Engelen, A, Van Lanen, J, Vale, LR, Wollack, EJ, and Xu, Z

Subjects
Astronomical and Space Sciences, Atomic, Molecular, Nuclear, Particle and Plasma Physics, Physical Chemistry (incl. Structural), Astronomy & Astrophysics
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.

Published
2021

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

Author

Coulton, W, Madhavacheril, M, Duivenvoorden, A, Hill, J, Abril-Cabezas, I, Ade, P, Aiola, S, Alford, T, Amiri, M, Amodeo, S, An, R, Atkins, Z, Austermann, J, Battaglia, N, Battistelli, E, Beall, J, Bean, R, Beringue, B, Bhandarkar, T, Biermann, E, Bolliet, B, Bond, J, Cai, H, Calabrese, E, Calafut, V, Capalbo, V, Carrero, F, Chesmore, G, Cho, H, Choi, S, Clark, S, Rosado, R, Cothard, N, Coughlin, K, Crowley, K, Devlin, M, Dicker, S, Doze, P, Duell, C, Duff, S, Dunkley, J, Dünner, R, Fanfani, V, Fankhanel, M, Farren, G, Ferraro, S, Freundt, R, Fuzia, B, Gallardo, P, Garrido, X, Givans, J, Gluscevic, V, Golec, J, Guan, Y, Halpern, M, Han, D, Hasselfield, M, Healy, E, Henderson, S, Hensley, B, Hervías-Caimapo, C, Hilton, G, Hilton, M, Hincks, A, Hložek, R, Ho, S, Huber, Z, Hubmayr, J, Huffenberger, K, Hughes, J, Irwin, K, Isopi, G, Jense, H, Keller, B, Kim, J, Knowles, K, Koopman, B, Kosowsky, A, Kramer, D, Kusiak, A, La Posta, A, Lakey, V, Lee, E, Li, Z, Li, Y, Limon, M, Lokken, M, Louis, T, Lungu, M, Maccrann, N, Macinnis, A, Maldonado, D, Maldonado, F, Mallaby-Kay, M, Marques, G, Van Marrewijk, J, Mccarthy, F, Mcmahon, J, Mehta, Y, Menanteau, F, Coulton W., Madhavacheril M. S., Duivenvoorden A. J., Hill J. C., Abril-Cabezas I., Ade P. A. R., Aiola S., Alford T., Amiri M., Amodeo S., An R., Atkins Z., Austermann J. E., Battaglia N., Battistelli E. S., Beall J. A., Bean R., Beringue B., Bhandarkar T., Biermann E., Bolliet B., Bond J. R., Cai H., Calabrese E., Calafut V., Capalbo V., Carrero F., Chesmore G. E., Cho H. M., Choi S. K., Clark S. E., Rosado R. C., Cothard N. F., Coughlin K., Crowley K. T., Devlin M. J., Dicker S., Doze P., Duell C. J., Duff S. M., Dunkley J., Dünner R., Fanfani V., Fankhanel M., Farren G., Ferraro S., Freundt R., Fuzia B., Gallardo P. A., Garrido X., Givans J., Gluscevic V., Golec J. E., Guan Y., Halpern M., Han D., Hasselfield M., Healy E., Henderson S., Hensley B., Hervías-Caimapo C., Hilton G. C., Hilton M., Hincks A. D., HloŽek R., Ho S. P. P., Huber Z. B., Hubmayr J., Huffenberger K. M., Hughes J. P., Irwin K., Isopi G., Jense H. T., Keller B., Kim J., Knowles K., Koopman B. J., Kosowsky A., Kramer D., Kusiak A., La Posta A., Lakey V., Lee E., Li Z., Li Y., Limon M., Lokken M., Louis T., Lungu M., Maccrann N., Macinnis A., Maldonado D., Maldonado F., Mallaby-Kay M., Marques G. A., Van Marrewijk J., McCarthy F., McMahon J., Mehta Y., Menanteau F., Coulton, W, Madhavacheril, M, Duivenvoorden, A, Hill, J, Abril-Cabezas, I, Ade, P, Aiola, S, Alford, T, Amiri, M, Amodeo, S, An, R, Atkins, Z, Austermann, J, Battaglia, N, Battistelli, E, Beall, J, Bean, R, Beringue, B, Bhandarkar, T, Biermann, E, Bolliet, B, Bond, J, Cai, H, Calabrese, E, Calafut, V, Capalbo, V, Carrero, F, Chesmore, G, Cho, H, Choi, S, Clark, S, Rosado, R, Cothard, N, Coughlin, K, Crowley, K, Devlin, M, Dicker, S, Doze, P, Duell, C, Duff, S, Dunkley, J, Dünner, R, Fanfani, V, Fankhanel, M, Farren, G, Ferraro, S, Freundt, R, Fuzia, B, Gallardo, P, Garrido, X, Givans, J, Gluscevic, V, Golec, J, Guan, Y, Halpern, M, Han, D, Hasselfield, M, Healy, E, Henderson, S, Hensley, B, Hervías-Caimapo, C, Hilton, G, Hilton, M, Hincks, A, Hložek, R, Ho, S, Huber, Z, Hubmayr, J, Huffenberger, K, Hughes, J, Irwin, K, Isopi, G, Jense, H, Keller, B, Kim, J, Knowles, K, Koopman, B, Kosowsky, A, Kramer, D, Kusiak, A, La Posta, A, Lakey, V, Lee, E, Li, Z, Li, Y, Limon, M, Lokken, M, Louis, T, Lungu, M, Maccrann, N, Macinnis, A, Maldonado, D, Maldonado, F, Mallaby-Kay, M, Marques, G, Van Marrewijk, J, Mccarthy, F, Mcmahon, J, Mehta, Y, Menanteau, F, Coulton W., Madhavacheril M. S., Duivenvoorden A. J., Hill J. C., Abril-Cabezas I., Ade P. A. R., Aiola S., Alford T., Amiri M., Amodeo S., An R., Atkins Z., Austermann J. E., Battaglia N., Battistelli E. S., Beall J. A., Bean R., Beringue B., Bhandarkar T., Biermann E., Bolliet B., Bond J. R., Cai H., Calabrese E., Calafut V., Capalbo V., Carrero F., Chesmore G. E., Cho H. M., Choi S. K., Clark S. E., Rosado R. C., Cothard N. F., Coughlin K., Crowley K. T., Devlin M. J., Dicker S., Doze P., Duell C. J., Duff S. M., Dunkley J., Dünner R., Fanfani V., Fankhanel M., Farren G., Ferraro S., Freundt R., Fuzia B., Gallardo P. A., Garrido X., Givans J., Gluscevic V., Golec J. E., Guan Y., Halpern M., Han D., Hasselfield M., Healy E., Henderson S., Hensley B., Hervías-Caimapo C., Hilton G. C., Hilton M., Hincks A. D., HloŽek R., Ho S. P. P., Huber Z. B., Hubmayr J., Huffenberger K. M., Hughes J. P., Irwin K., Isopi G., Jense H. T., Keller B., Kim J., Knowles K., Koopman B. J., Kosowsky A., Kramer D., Kusiak A., La Posta A., Lakey V., Lee E., Li Z., Li Y., Limon M., Lokken M., Louis T., Lungu M., Maccrann N., Macinnis A., Maldonado D., Maldonado F., Mallaby-Kay M., Marques G. A., Van Marrewijk J., McCarthy F., McMahon J., Mehta Y., and Menanteau F.

Abstract

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. 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.

Published
2024

3. Highly-tunable formation of nitrogen-vacancy centers via ion implantation

Author

Sangtawesin, S., Brundage, T. O., Atkins, Z. J., and Petta, J. R.

Subjects
Condensed Matter - Mesoscale and Nanoscale Physics
Abstract

We demonstrate highly-tunable formation of nitrogen-vacancy (NV) centers using 20 keV 15N+ ion implantation through arrays of high-resolution apertures fabricated with electron beam lithography. By varying the aperture diameters from 80 to 240 nm, as well as the average ion fluences from 5 x 10^10 to 2 x 10^11 ions/cm^2, we can control the number of ions per aperture. We analyze the photoluminescence on multiple sites with different implantation parameters and obtain ion-to-NV conversion yields of 6 to 7%, consistent across all ion fluences. The implanted NV centers have spin dephasing times T2* ~ 3 microseconds, comparable to naturally occurring NV centers in high purity diamond with natural abundance 13C. With this technique, we can deterministically control the population distribution of NV centers in each aperture, allowing for the study of single or coupled NV centers and their integration into photonic structures., Comment: Related papers at http://pettagroup.princeton.edu

Published
2014
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4. The Atacama Cosmology Telescope: map-based noise simulations for DR6

Author

Atkins, Z, Duivenvoorden, A, Coulton, W, Qu, F, Aiola, S, Calabrese, E, Chesmore, G, Choi, S, Devlin, M, Dunkley, J, Hervias-Caimapo, C, Guan, Y, Posta, A, Li, Z, Louis, T, Madhavacheril, M, Moodley, K, Naess, S, Nati, F, Niemack, M, Page, L, Puddu, R, Salatino, M, Sifon, C, Staggs, S, Vargas, C, Vavagiakis, E, Wollack, E, Atkins Z., Duivenvoorden A. J., Coulton W. R., Qu F. J., Aiola S., Calabrese E., Chesmore G. E., Choi S. K., Devlin M. J., Dunkley J., Hervias-Caimapo C., Guan Y., Posta A. L., Li Z., Louis T., Madhavacheril M. S., Moodley K., Naess S., Nati F., Niemack M. D., Page L., Puddu R., Salatino M., Sifon C., Staggs S. T., Vargas C., Vavagiakis E. M., Wollack E. J., Atkins, Z, Duivenvoorden, A, Coulton, W, Qu, F, Aiola, S, Calabrese, E, Chesmore, G, Choi, S, Devlin, M, Dunkley, J, Hervias-Caimapo, C, Guan, Y, Posta, A, Li, Z, Louis, T, Madhavacheril, M, Moodley, K, Naess, S, Nati, F, Niemack, M, Page, L, Puddu, R, Salatino, M, Sifon, C, Staggs, S, Vargas, C, Vavagiakis, E, Wollack, E, Atkins Z., Duivenvoorden A. J., Coulton W. R., Qu F. J., Aiola S., Calabrese E., Chesmore G. E., Choi S. K., Devlin M. J., Dunkley J., Hervias-Caimapo C., Guan Y., Posta A. L., Li Z., Louis T., Madhavacheril M. S., Moodley K., Naess S., Nati F., Niemack M. D., Page L., Puddu R., Salatino M., Sifon C., Staggs S. T., Vargas C., Vavagiakis E. M., and Wollack E. J.

Abstract

The increasing statistical power of cosmic microwave background (CMB) datasets requires a commensurate effort in understanding their noise properties. The noise in maps from ground-based instruments is dominated by large-scale correlations, which poses a modeling challenge. This paper develops novel models of the complex noise covariance structure in the Atacama Cosmology Telescope Data Release 6 (ACT DR6) maps. We first enumerate the noise properties that arise from the combination of the atmosphere and the ACT scan strategy. We then prescribe a class of Gaussian, map-based noise models, including a new wavelet-based approach that uses directional wavelet kernels for modeling correlated instrumental noise. The models are empirical, whose only inputs are a small number of independent realizations of the same region of sky. We evaluate the performance of these models against the ACT DR6 data by drawing ensembles of noise realizations. Applying these simulations to the ACT DR6 power spectrum pipeline reveals a ∼ 20% excess in the covariance matrix diagonal when compared to an analytic expression that assumes noise properties are uniquely described by their power spectrum. Along with our public code, mnms, this work establishes a necessary element in the science pipelines of both ACT DR6 and future ground-based CMB experiments such as the Simons Observatory (SO).

Published
2023

5. The Atacama Cosmology Telescope: Microwave Intensity and Polarization Maps of the Galactic Center

Author

Guan, Y, Clark, S, Hensley, B, Gallardo, P, Naess, S, Duell, C, Aiola, S, Atkins, Z, Calabrese, E, Choi, S, Cothard, N, Devlin, M, Duivenvoorden, A, Dunkley, J, Dunner, R, Ferraro, S, Hasselfield, M, Hughes, J, Koopman, B, Kosowsky, A, Madhavacheril, M, Mcmahon, J, Nati, F, Niemack, M, Page, L, Salatino, M, Schaan, E, Sehgal, N, Sifon, C, Staggs, S, Vavagiakis, E, Wollack, E, Xu, Z, Guan Y., Clark S. E., Hensley B. S., Gallardo P. A., Naess S., Duell C. J., Aiola S., Atkins Z., Calabrese E., Choi S. K., Cothard N. F., Devlin M., Duivenvoorden A. J., Dunkley J., Dunner R., Ferraro S., Hasselfield M., Hughes J. P., Koopman B. J., Kosowsky A. B., Madhavacheril M. S., McMahon J., Nati F., Niemack M. D., Page L. A., Salatino M., Schaan E., Sehgal N., Sifon C., Staggs S., Vavagiakis E. M., Wollack E. J., Xu Z., Guan, Y, Clark, S, Hensley, B, Gallardo, P, Naess, S, Duell, C, Aiola, S, Atkins, Z, Calabrese, E, Choi, S, Cothard, N, Devlin, M, Duivenvoorden, A, Dunkley, J, Dunner, R, Ferraro, S, Hasselfield, M, Hughes, J, Koopman, B, Kosowsky, A, Madhavacheril, M, Mcmahon, J, Nati, F, Niemack, M, Page, L, Salatino, M, Schaan, E, Sehgal, N, Sifon, C, Staggs, S, Vavagiakis, E, Wollack, E, Xu, Z, Guan Y., Clark S. E., Hensley B. S., Gallardo P. A., Naess S., Duell C. J., Aiola S., Atkins Z., Calabrese E., Choi S. K., Cothard N. F., Devlin M., Duivenvoorden A. J., Dunkley J., Dunner R., Ferraro S., Hasselfield M., Hughes J. P., Koopman B. J., Kosowsky A. B., Madhavacheril M. S., McMahon J., Nati F., Niemack M. D., Page L. A., Salatino M., Schaan E., Sehgal N., Sifon C., Staggs S., Vavagiakis E. M., Wollack E. J., and Xu Z.

Abstract

We present arcminute-resolution intensity and polarization maps of the Galactic center made with the Atacama Cosmology Telescope. The maps cover a 32 deg2 field at 98, 150, and 224 GHz with |l| ≤ 4 , |b| ≤ 2 . We combine these data with Planck observations at similar frequencies to create coadded maps with increased sensitivity at large angular scales. With the coadded maps, we are able to resolve many known features of the Central Molecular Zone (CMZ) in both total intensity and polarization. We map the orientation of the plane-of-sky component of the Galactic magnetic field inferred from the polarization angle in the CMZ, finding significant changes in morphology in the three frequency bands as the underlying dominant emission mechanism changes from synchrotron to dust emission. Selected Galactic center sources, including Sgr A∗, the Brick molecular cloud (G0.253+0.016), the Mouse pulsar wind nebula (G359.23-0.82), and the Tornado supernova remnant candidate (G357.7-0.1), are examined in detail. These data illustrate the potential for leveraging ground-based cosmic microwave background polarization experiments for Galactic science.

Published
2021

6. The Atacama Cosmology Telescope: microwave intensity and polarization maps of the Galactic Center

Author

Federico Nati, Simone Aiola, Rolando Dünner, Jeff McMahon, Edward J. Wollack, Matthew Hasselfield, Sigurd Naess, Susan E. Clark, Steve K. Choi, Emmanuel Schaan, Cody J. Duell, Mathew S. Madhavacheril, Simone Ferraro, Eve M. Vavagiakis, Patricio A. Gallardo, Michael D. Niemack, John P. Hughes, Suzanne T. Staggs, Maria Salatino, Nicholas F. Cothard, Lyman A. Page, Cristóbal Sifón, Adriaan J. Duivenvoorden, Brandon S. Hensley, Neelima Sehgal, Zachary Atkins, Mark J. Devlin, Yilun Guan, Arthur Kosowsky, Brian J. Koopman, Zhilei Xu, Erminia Calabrese, Jo Dunkley, Guan, Y, Clark, S, Hensley, B, Gallardo, P, Naess, S, Duell, C, Aiola, S, Atkins, Z, Calabrese, E, Choi, S, Cothard, N, Devlin, M, Duivenvoorden, A, Dunkley, J, Dunner, R, Ferraro, S, Hasselfield, M, Hughes, J, Koopman, B, Kosowsky, A, Madhavacheril, M, Mcmahon, J, Nati, F, Niemack, M, Page, L, Salatino, M, Schaan, E, Sehgal, N, Sifon, C, Staggs, S, Vavagiakis, E, Wollack, E, and Xu, Z

Subjects
Cosmology and Nongalactic Astrophysics (astro-ph.CO), Astrophysics::High Energy Astrophysical Phenomena, Cosmic microwave background, FOS: Physical sciences, Astrophysics, Astrophysics::Cosmology and Extragalactic Astrophysics, Astronomy & Astrophysics, 01 natural sciences, Pulsar wind nebula, Atomic, symbols.namesake, Particle and Plasma Physics, 0103 physical sciences, Nuclear, Planck, Supernova remnant, 010303 astronomy & astrophysics, Astrophysics::Galaxy Astrophysics, Cosmic dust, Physics, 010308 nuclear & particles physics, Molecular cloud, Galactic Center, Molecular, Astronomy and Astrophysics, Cosmology, Galactic Science, Astrophysics - Astrophysics of Galaxies, Space and Planetary Science, Astrophysics of Galaxies (astro-ph.GA), Atacama Cosmology Telescope, symbols, Astronomical and Space Sciences, Physical Chemistry (incl. Structural), Astrophysics - Cosmology and Nongalactic Astrophysics
Abstract

We present arcminute-resolution intensity and polarization maps of the Galactic center made with the Atacama Cosmology Telescope (ACT). The maps cover a 32 deg$^2$ field at 98, 150, and 224 GHz with $\vert l\vert\le4^\circ$, $\vert b\vert\le2^\circ$. We combine these data with Planck observations at similar frequencies to create coadded maps with increased sensitivity at large angular scales. With the coadded maps, we are able to resolve many known features of the Central Molecular Zone (CMZ) in both total intensity and polarization. We map the orientation of the plane-of-sky component of the Galactic magnetic field inferred from the polarization angle in the CMZ, finding significant changes in morphology in the three frequency bands as the underlying dominant emission mechanism changes from synchrotron to dust emission. Selected Galactic center sources, including Sgr A*, the Brick molecular cloud (G0.253+0.016), the Mouse pulsar wind nebula (G359.23-0.82), and the Tornado supernova remnant candidate (G357.7-0.1), are examined in detail. These data illustrate the potential for leveraging ground-based Cosmic Microwave Background polarization experiments for Galactic science., 26 pages, 14 figures, accepted for publication in ApJ

Published
2021

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

Author

Joseph E. Golec, Shannon M. Duff, Maya Mallaby-Kay, Thibaut Louis, Lyman A. Page, Erminia Calabrese, E. V. Denison, Yilun Guan, Edward J. Wollack, Kavilan Moodley, Jason E. Austermann, Daniel T. Becker, John P. Hughes, Joel N. Ullom, Leila R. Vale, Simone Aiola, Dongwon Han, C. Sifon, John P. Nibarger, Sara M. Simon, Toshiya Namikawa, Kyra Fichman, Zhilei Xu, Blake D. Sherwin, Jo Dunkley, Maria Salatino, Brian J. Koopman, Emmanuel Schaan, Kevin M. Huffenberger, Johannes Hubmayr, Jeff McMahon, Matt Hilton, Simone Ferraro, Matthew Hasselfield, Laura Newburgh, Mark J. Devlin, Zachary Atkins, Patricio A. Gallardo, James A. Beall, Mathew S. Madhavacheril, Kevin T. Crowley, J. Colin Hill, Steve K. Choi, Suzanne T. Staggs, Amanda MacInnis, Alessandro Schillaci, Adriaan J. Duivenvoorden, Omar Darwish, Grace E. Chesmore, Neelima Sehgal, S. Amodeo, Gene C. Hilton, Emilie R. Storer, Sigurd Naess, Jeff Van Lanen, J. Richard Bond, Alexander van Engelen, Federico Nati, Michael D. Niemack, Renée Hložek, Laboratoire de Physique des 2 Infinis Irène Joliot-Curie (IJCLab), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Mallaby-Kay, M, Atkins, Z, Aiola, S, Amodeo, S, Austermann, J, Beall, J, Becker, D, Bond, J, Calabrese, E, Chesmore, G, Choi, S, Crowley, K, Darwish, O, Denison, E, Devlin, M, Duff, S, Duivenvoorden, A, Dunkley, J, Ferraro, S, Fichman, K, Gallardo, P, Golec, J, Guan, Y, Han, D, Hasselfield, M, Hill, J, Hilton, G, Hilton, M, Hlozek, R, Hubmayr, J, Huffenberger, K, Hughes, J, Koopman, B, Louis, T, Macinnis, A, Madhavacheril, M, Mcmahon, J, Moodley, K, Naess, S, Namikawa, T, Nati, F, Newburgh, L, Nibarger, J, Niemack, M, Page, L, Salatino, M, Schaan, E, Schillaci, A, Sehgal, N, Sherwin, B, Sifon, C, Simon, S, Staggs, S, Storer, E, Ullom, J, Van Engelen, A, Van Lanen, J, Vale, L, Wollack, E, and Xu, Z

Subjects
Cosmology and Nongalactic Astrophysics (astro-ph.CO), Data products, Art history, FOS: Physical sciences, Astrophysics::Cosmology and Extragalactic Astrophysics, Astronomy & Astrophysics, 01 natural sciences, Atomic, Public access, Particle and Plasma Physics, 0103 physical sciences, Nuclear, 010303 astronomy & astrophysics, Order (virtue), Astrophysics::Galaxy Astrophysics, Physics, 010308 nuclear & particles physics, Astrophysics::Instrumentation and Methods for Astrophysics, Molecular, Astronomy and Astrophysics, CMB, Cosmology, Space and Planetary Science, Atacama Cosmology Telescope, astro-ph.CO, [PHYS.ASTR]Physics [physics]/Astrophysics [astro-ph], Astronomical and Space Sciences, Physical Chemistry (incl. Structural), Astrophysics - Cosmology and Nongalactic Astrophysics
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 ~ 2,100 deg^2 of sky; derived power spectra and cosmological likelihoods; a catalog of over 4,000 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 (LAMBDA); simulation products are available on the National Energy Research Scientific Computing Center (NERSC)., Accepted to ApJS. 21 pages, 8 figures. Data and notebooks available on LAMBDA https://lambda.gsfc.nasa.gov/product/act/

Published
2021
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