DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Cosmological constraints from DES Y1 cluster abundances and SPT multiwavelength data

Abstract

We perform a joint analysis of the counts of redMaPPer clusters selected from the Dark Energy Survey (DES) year 1 data and multiwavelength follow-up data collected within the 2500 deg2 South Pole Telescope (SPT) Sunyaev-Zel’dovich (SZ) survey. The SPT follow-up data, calibrating the richness-mass relation of the optically selected redMaPPer catalog, enable the cosmological exploitation of the DES cluster abundance data. To explore possible systematics related to the modeling of projection effects, we consider two calibrations of the observational scatter on richness estimates: a simple Gaussian model which account only for the background contamination (BKG), and a model which further includes contamination and incompleteness due to projection effects (PRJ). Assuming either a ΛCDM+Σmν or wCDM+Σmν cosmology, and for both scatter models, we derive cosmological constraints consistent with multiple cosmological probes of the low and high redshift Universe, and in particular with the SPT cluster abundance data. Furthermore, this result demonstrates that the DES Y1 and SPT cluster counts provide consistent cosmological constraints, if the same mass calibration data set is adopted. It thus supports the conclusion of the DES Y1 cluster cosmology analysis which interprets the tension observed with other cosmological probes in terms of systematics affecting the stacked weakmore » lensing analysis of optically selected low–richness clusters. Finally, we analyze the first combined optically SZ selected cluster catalog obtained by including the SPT sample above the maximum redshift probed by the DES Y1 redMaPPer sample (z=0.65). Besides providing a mild improvement of the cosmological constraints, this data combination serves as a stricter test of our scatter models: the PRJ model, providing scaling relations consistent between the two abundance and multiwavelength follow-up data, is favored over the BKG model.« less

Authors:
ORCiD logo; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; more »; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; « less
Publication Date:
Research Org.:
Univ. of Michigan, Ann Arbor, MI (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES); MICINN; National Science Foundation (NSF); INCT; CNPq; Eurpean Research Council (ERC); CINECA; USDOE Office of Science (SC), High Energy Physics (HEP); USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
Contributing Org.:
DES Collaboration; SPT Collaboration
OSTI Identifier:
1871632
Alternate Identifier(s):
OSTI ID: 1712760; OSTI ID: 1777284; OSTI ID: 1807208
Report Number(s):
FERMILAB-PUB-20-541-AD-AE-SCD; DES-2020-0588; arXiv:2010.13800
Journal ID: ISSN 2470-0010; 2012B-0001; AST-1138766; AST-1536171; AST-1814719; 465376/2014-2; ESP2017-89838; PGC2018-094773; PGC2018-102021; SEV-2016-0588; SEV-2016-0597; MDM-2015-0509; FP7/2007-2013; 240672; 291329; 306478; 716762; INA20_C6B51; INA17_C5B32; TRN: US2306782
Grant/Contract Number:  
SC0019193; AC02-07CH11359; AC02-76SF00515; AC02-05CH11231; FP7/2007-2013; 465376/2014-2; SEV-2016-0588; SEV-2016-0597; MDM-2015-0509; PGC2018-094773; PGC2018-102021; ESP2017-89838; AST-1536171; 2012B-0001; AST-1814719; AST-1138766; 291329; 240672; 306478; 716762; INA17_C5B32; INA20_C6B51; AC05-00OR22725
Resource Type:
Accepted Manuscript
Journal Name:
Physical Review. D.
Additional Journal Information:
Journal Volume: 103; Journal Issue: 4; Journal ID: ISSN 2470-0010
Publisher:
American Physical Society (APS)
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; Cosmological parameters; large scale structure of the universe; galaxy clusters

Citation Formats

Costanzi, M., Saro, A., Bocquet, S., Abbott, T.  M. C., Aguena, M., Allam, S., Amara, A., Annis, J., Avila, S., Bacon, D., Benson, B.  A., Bhargava, S., Brooks, D., Buckley-Geer, E., Burke, D.  L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Choi, A., da Costa, L.  N., Pereira, M.  E. S., De Vicente, J., Desai, S., Diehl, H.  T., Dietrich, J.  P., Doel, P., Eifler, T.  F., Everett, S., Ferrero, I., Ferté, A., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D.  W., Giannantonio, T., Giles, P., Grandis, S., Gruen, D., Gruendl, R.  A., Gupta, N., Gutierrez, G., Hartley, W.  G., Hinton, S.  R., Hollowood, D.  L., Honscheid, K., James, D.  J., Jeltema, T., Krause, E., Kuehn, K., Kuropatkin, N., Lahav, O., Lima, M., MacCrann, N., Maia, M.  A. G., Marshall, J.  L., Menanteau, F., Miquel, R., Mohr, J.  J., Morgan, R., Myles, J., Ogando, R.  L. C., Palmese, A., Paz-Chinchón, F., Plazas, A.  A., Rapetti, D., Reichardt, C.  L., Romer, A.  K., Roodman, A., Ruppin, F., Salvati, L., Samuroff, S., Sanchez, E., Scarpine, V., Serrano, S., Sevilla-Noarbe, I., Singh, P., Smith, M., Soares-Santos, M., Stark, A.  A., Suchyta, E., Swanson, M.  E. C., Tarle, G., Thomas, D., To, C., Tucker, D.  L., Varga, T.  N., Wechsler, R.  H., and Zhang, Z. Cosmological constraints from DES Y1 cluster abundances and SPT multiwavelength data. United States: N. p., 2021. Web. doi:10.1103/physrevd.103.043522.
Costanzi, M., Saro, A., Bocquet, S., Abbott, T.  M. C., Aguena, M., Allam, S., Amara, A., Annis, J., Avila, S., Bacon, D., Benson, B.  A., Bhargava, S., Brooks, D., Buckley-Geer, E., Burke, D.  L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Choi, A., da Costa, L.  N., Pereira, M.  E. S., De Vicente, J., Desai, S., Diehl, H.  T., Dietrich, J.  P., Doel, P., Eifler, T.  F., Everett, S., Ferrero, I., Ferté, A., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D.  W., Giannantonio, T., Giles, P., Grandis, S., Gruen, D., Gruendl, R.  A., Gupta, N., Gutierrez, G., Hartley, W.  G., Hinton, S.  R., Hollowood, D.  L., Honscheid, K., James, D.  J., Jeltema, T., Krause, E., Kuehn, K., Kuropatkin, N., Lahav, O., Lima, M., MacCrann, N., Maia, M.  A. G., Marshall, J.  L., Menanteau, F., Miquel, R., Mohr, J.  J., Morgan, R., Myles, J., Ogando, R.  L. C., Palmese, A., Paz-Chinchón, F., Plazas, A.  A., Rapetti, D., Reichardt, C.  L., Romer, A.  K., Roodman, A., Ruppin, F., Salvati, L., Samuroff, S., Sanchez, E., Scarpine, V., Serrano, S., Sevilla-Noarbe, I., Singh, P., Smith, M., Soares-Santos, M., Stark, A.  A., Suchyta, E., Swanson, M.  E. C., Tarle, G., Thomas, D., To, C., Tucker, D.  L., Varga, T.  N., Wechsler, R.  H., & Zhang, Z. Cosmological constraints from DES Y1 cluster abundances and SPT multiwavelength data. United States. https://doi.org/10.1103/physrevd.103.043522
Costanzi, M., Saro, A., Bocquet, S., Abbott, T.  M. C., Aguena, M., Allam, S., Amara, A., Annis, J., Avila, S., Bacon, D., Benson, B.  A., Bhargava, S., Brooks, D., Buckley-Geer, E., Burke, D.  L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Choi, A., da Costa, L.  N., Pereira, M.  E. S., De Vicente, J., Desai, S., Diehl, H.  T., Dietrich, J.  P., Doel, P., Eifler, T.  F., Everett, S., Ferrero, I., Ferté, A., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D.  W., Giannantonio, T., Giles, P., Grandis, S., Gruen, D., Gruendl, R.  A., Gupta, N., Gutierrez, G., Hartley, W.  G., Hinton, S.  R., Hollowood, D.  L., Honscheid, K., James, D.  J., Jeltema, T., Krause, E., Kuehn, K., Kuropatkin, N., Lahav, O., Lima, M., MacCrann, N., Maia, M.  A. G., Marshall, J.  L., Menanteau, F., Miquel, R., Mohr, J.  J., Morgan, R., Myles, J., Ogando, R.  L. C., Palmese, A., Paz-Chinchón, F., Plazas, A.  A., Rapetti, D., Reichardt, C.  L., Romer, A.  K., Roodman, A., Ruppin, F., Salvati, L., Samuroff, S., Sanchez, E., Scarpine, V., Serrano, S., Sevilla-Noarbe, I., Singh, P., Smith, M., Soares-Santos, M., Stark, A.  A., Suchyta, E., Swanson, M.  E. C., Tarle, G., Thomas, D., To, C., Tucker, D.  L., Varga, T.  N., Wechsler, R.  H., and Zhang, Z. Mon . "Cosmological constraints from DES Y1 cluster abundances and SPT multiwavelength data". United States. https://doi.org/10.1103/physrevd.103.043522. https://www.osti.gov/servlets/purl/1871632.
@article{osti_1871632,
title = {Cosmological constraints from DES Y1 cluster abundances and SPT multiwavelength data},
author = {Costanzi, M. and Saro, A. and Bocquet, S. and Abbott, T.  M. C. and Aguena, M. and Allam, S. and Amara, A. and Annis, J. and Avila, S. and Bacon, D. and Benson, B.  A. and Bhargava, S. and Brooks, D. and Buckley-Geer, E. and Burke, D.  L. and Carnero Rosell, A. and Carrasco Kind, M. and Carretero, J. and Choi, A. and da Costa, L.  N. and Pereira, M.  E. S. and De Vicente, J. and Desai, S. and Diehl, H.  T. and Dietrich, J.  P. and Doel, P. and Eifler, T.  F. and Everett, S. and Ferrero, I. and Ferté, A. and Flaugher, B. and Fosalba, P. and Frieman, J. and García-Bellido, J. and Gaztanaga, E. and Gerdes, D.  W. and Giannantonio, T. and Giles, P. and Grandis, S. and Gruen, D. and Gruendl, R.  A. and Gupta, N. and Gutierrez, G. and Hartley, W.  G. and Hinton, S.  R. and Hollowood, D.  L. and Honscheid, K. and James, D.  J. and Jeltema, T. and Krause, E. and Kuehn, K. and Kuropatkin, N. and Lahav, O. and Lima, M. and MacCrann, N. and Maia, M.  A. G. and Marshall, J.  L. and Menanteau, F. and Miquel, R. and Mohr, J.  J. and Morgan, R. and Myles, J. and Ogando, R.  L. C. and Palmese, A. and Paz-Chinchón, F. and Plazas, A.  A. and Rapetti, D. and Reichardt, C.  L. and Romer, A.  K. and Roodman, A. and Ruppin, F. and Salvati, L. and Samuroff, S. and Sanchez, E. and Scarpine, V. and Serrano, S. and Sevilla-Noarbe, I. and Singh, P. and Smith, M. and Soares-Santos, M. and Stark, A.  A. and Suchyta, E. and Swanson, M.  E. C. and Tarle, G. and Thomas, D. and To, C. and Tucker, D.  L. and Varga, T.  N. and Wechsler, R.  H. and Zhang, Z.},
abstractNote = {We perform a joint analysis of the counts of redMaPPer clusters selected from the Dark Energy Survey (DES) year 1 data and multiwavelength follow-up data collected within the 2500 deg2 South Pole Telescope (SPT) Sunyaev-Zel’dovich (SZ) survey. The SPT follow-up data, calibrating the richness-mass relation of the optically selected redMaPPer catalog, enable the cosmological exploitation of the DES cluster abundance data. To explore possible systematics related to the modeling of projection effects, we consider two calibrations of the observational scatter on richness estimates: a simple Gaussian model which account only for the background contamination (BKG), and a model which further includes contamination and incompleteness due to projection effects (PRJ). Assuming either a ΛCDM+Σmν or wCDM+Σmν cosmology, and for both scatter models, we derive cosmological constraints consistent with multiple cosmological probes of the low and high redshift Universe, and in particular with the SPT cluster abundance data. Furthermore, this result demonstrates that the DES Y1 and SPT cluster counts provide consistent cosmological constraints, if the same mass calibration data set is adopted. It thus supports the conclusion of the DES Y1 cluster cosmology analysis which interprets the tension observed with other cosmological probes in terms of systematics affecting the stacked weak lensing analysis of optically selected low–richness clusters. Finally, we analyze the first combined optically SZ selected cluster catalog obtained by including the SPT sample above the maximum redshift probed by the DES Y1 redMaPPer sample (z=0.65). Besides providing a mild improvement of the cosmological constraints, this data combination serves as a stricter test of our scatter models: the PRJ model, providing scaling relations consistent between the two abundance and multiwavelength follow-up data, is favored over the BKG model.},
doi = {10.1103/physrevd.103.043522},
journal = {Physical Review. D.},
number = 4,
volume = 103,
place = {United States},
year = {Mon Feb 15 00:00:00 EST 2021},
month = {Mon Feb 15 00:00:00 EST 2021}
}

Works referenced in this record:

Mass calibration of the CODEX cluster sample using SPIDERS spectroscopy – I. The richness–mass relation
journal, March 2019

  • Capasso, R.; Mohr, J. J.; Saro, A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 2
  • DOI: 10.1093/mnras/stz931

THE GROWTH OF COOL CORES AND EVOLUTION OF COOLING PROPERTIES IN A SAMPLE OF 83 GALAXY CLUSTERS AT 0.3 < z < 1.2 SELECTED FROM THE SPT-SZ SURVEY
journal, August 2013


Dark Energy Surveyed Year 1 results: calibration of cluster mis-centring in the redMaPPer catalogues
journal, May 2019

  • Zhang, Y.; Jeltema, T.; Hollowood, D. L.
  • Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 2
  • DOI: 10.1093/mnras/stz1361

A Universal Density Profile from Hierarchical Clustering
journal, December 1997

  • Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
  • The Astrophysical Journal, Vol. 490, Issue 2
  • DOI: 10.1086/304888

Efficient Computation of Cosmic Microwave Background Anisotropies in Closed Friedmann‐Robertson‐Walker Models
journal, August 2000

  • Lewis, Antony; Challinor, Anthony; Lasenby, Anthony
  • The Astrophysical Journal, Vol. 538, Issue 2
  • DOI: 10.1086/309179

Dark Energy Survey year 1 results: Cosmological constraints from galaxy clustering and weak lensing
journal, August 2018


Constraints on the Mass–Richness Relation from the Abundance and Weak Lensing of SDSS Clusters
journal, February 2018

  • Murata, Ryoma; Nishimichi, Takahiro; Takada, Masahiro
  • The Astrophysical Journal, Vol. 854, Issue 2
  • DOI: 10.3847/1538-4357/aaaab8

Galaxy Clusters Discovered via the Sunyaev-Zel’Dovich Effect in the First 720 Square Degrees of the South pole Telescope Survey
journal, January 2013


Galaxy Cluster Mass Reconstruction Project – IV. Understanding the effects of imperfect membership on cluster mass estimation
journal, August 2018

  • Wojtak, R.; Old, L.; Mamon, G. A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 481, Issue 1
  • DOI: 10.1093/mnras/sty2257

Next generation cosmology: constraints from the Euclid galaxy cluster survey
journal, March 2016

  • Sartoris, B.; Biviano, A.; Fedeli, C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 459, Issue 2
  • DOI: 10.1093/mnras/stw630

Toward a Halo Mass Function for Precision Cosmology: The Limits of Universality
journal, December 2008

  • Tinker, Jeremy; Kravtsov, Andrey V.; Klypin, Anatoly
  • The Astrophysical Journal, Vol. 688, Issue 2
  • DOI: 10.1086/591439

Dark Energy Survey Year 1 Results: The Photometric Data Set for Cosmology
journal, April 2018

  • Drlica-Wagner, A.; Sevilla-Noarbe, I.; Rykoff, E. S.
  • The Astrophysical Journal Supplement Series, Vol. 235, Issue 2
  • DOI: 10.3847/1538-4365/aab4f5

Planck 2015 results : XXIV. Cosmology from Sunyaev-Zeldovich cluster counts
journal, September 2016


Assembly bias and splashback in galaxy clusters
journal, June 2017

  • Busch, Philipp; White, Simon D. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 4
  • DOI: 10.1093/mnras/stx1584

The SPTpol Extended Cluster Survey
journal, March 2020

  • Bleem, L. E.; Bocquet, S.; Stalder, B.
  • The Astrophysical Journal Supplement Series, Vol. 247, Issue 1
  • DOI: 10.3847/1538-4365/ab6993

On the level of cluster assembly bias in SDSS
journal, May 2017

  • Zu, Ying; Mandelbaum, Rachel; Simet, Melanie
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 1
  • DOI: 10.1093/mnras/stx1264

Sample Variance Considerations for Cluster Surveys
journal, February 2003

  • Hu, Wayne; Kravtsov, Andrey V.
  • The Astrophysical Journal, Vol. 584, Issue 2
  • DOI: 10.1086/345846

The Remarkable Similarity of Massive Galaxy Clusters from z ∼ 0 to z ∼ 1.9
journal, June 2017


Formation of Galaxy Clusters
journal, September 2012


Dark Energy Survey Year 1 Results: Cosmological constraints from cluster abundances and weak lensing
journal, July 2020


Modelling projection effects in optically selected cluster catalogues
journal, October 2018

  • Costanzi, M.; Rozo, E.; Rykoff, E. S.
  • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 1
  • DOI: 10.1093/mnras/sty2665

Galaxy cluster mass estimation from stacked spectroscopic analysis
journal, May 2016

  • Farahi, Arya; Evrard, August E.; Rozo, Eduardo
  • Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 4
  • DOI: 10.1093/mnras/stw1143

Weighing the giants – IV. Cosmology and neutrino mass
journal, November 2014

  • Mantz, Adam B.; von der Linden, Anja; Allen, Steven W.
  • Monthly Notices of the Royal Astronomical Society, Vol. 446, Issue 3
  • DOI: 10.1093/mnras/stu2096

Cluster mass calibration at high redshift: HST weak lensing analysis of 13 distant galaxy clusters from the South Pole Telescope Sunyaev–Zel'dovich Survey
journal, October 2017

  • Schrabback, T.; Applegate, D.; Dietrich, J. P.
  • Monthly Notices of the Royal Astronomical Society, Vol. 474, Issue 2
  • DOI: 10.1093/mnras/stx2666

Catalog extraction in SZ cluster surveys: a matched filter approach
journal, September 2006


CHANDRA CLUSTER COSMOLOGY PROJECT. II. SAMPLES AND X-RAY DATA REDUCTION
journal, February 2009


The Redmapper Galaxy Cluster Catalog from des Science Verification data
journal, May 2016

  • Rykoff, E. S.; Rozo, E.; Hollowood, D.
  • The Astrophysical Journal Supplement Series, Vol. 224, Issue 1
  • DOI: 10.3847/0067-0049/224/1/1

Impact of Weak Lensing Mass Calibration on eROSITA Galaxy Cluster Cosmological Studies – a Forecast
journal, June 2019

  • Grandis, S.; Mohr, J. J.; Dietrich, J. P.
  • Monthly Notices of the Royal Astronomical Society
  • DOI: 10.1093/mnras/stz1778

Galaxy Clusters Discovered via the Sunyaev-Zel'Dovich Effect in the 2500-Square-Degree Spt-Sz Survey
journal, January 2015

  • Bleem, L. E.; Stalder, B.; de Haan, T.
  • The Astrophysical Journal Supplement Series, Vol. 216, Issue 2
  • DOI: 10.1088/0067-0049/216/2/27

The Galaxy Cluster Mass Scale and Its Impact on Cosmological Constraints from the Cluster Population
journal, February 2019


Planck 2018 results: VI. Cosmological parameters
journal, September 2020


Dark Energy Survey Year 1 results: weak lensing mass calibration of redMaPPer galaxy clusters
journal, October 2018

  • McClintock, T.; Varga, T. N.; Gruen, D.
  • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 1
  • DOI: 10.1093/mnras/sty2711

Sunyaev–Zel’dovich effect and X-ray scaling relations from weak lensing mass calibration of 32 South Pole Telescope selected galaxy clusters
journal, December 2018

  • Dietrich, J. P.; Bocquet, S.; Schrabback, T.
  • Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 3
  • DOI: 10.1093/mnras/sty3088

Importance Nested Sampling and the MultiNest Algorithm
journal, November 2019

  • Feroz, Farhan; Hobson, Michael P.; Cameron, Ewan
  • The Open Journal of Astrophysics, Vol. 2, Issue 1
  • DOI: 10.21105/astro.1306.2144

Cosmological Parameters from Observations of Galaxy Clusters
journal, September 2011


Parameter estimation in astronomy through application of the likelihood ratio
journal, March 1979


CosmoSIS: Modular cosmological parameter estimation
journal, September 2015


Constraints on the richness–mass relation and the optical-SZE positional offset distribution for SZE-selected clusters
journal, October 2015

  • Saro, A.; Bocquet, S.; Rozo, E.
  • Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 3
  • DOI: 10.1093/mnras/stv2141

Bayesian measures of model complexity and fit
journal, October 2002

  • Spiegelhalter, David J.; Best, Nicola G.; Carlin, Bradley P.
  • Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 64, Issue 4
  • DOI: 10.1111/1467-9868.00353

Methods for cluster cosmology and application to the SDSS in preparation for DES Year 1 release
journal, July 2019

  • Costanzi, M.; Rozo, E.; Simet, M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 4
  • DOI: 10.1093/mnras/stz1949

Cosmology with massive neutrinos III: the halo mass function and an application to galaxy clusters
journal, December 2013

  • Costanzi, Matteo; Villaescusa-Navarro, Francisco; Viel, Matteo
  • Journal of Cosmology and Astroparticle Physics, Vol. 2013, Issue 12
  • DOI: 10.1088/1475-7516/2013/12/012

The mass–richness relation of optically selected clusters from weak gravitational lensing and abundance with Subaru HSC first-year data
journal, September 2019

  • Murata, Ryoma; Oguri, Masamune; Nishimichi, Takahiro
  • Publications of the Astronomical Society of Japan, Vol. 71, Issue 5
  • DOI: 10.1093/pasj/psz092

Weighing the giants– V. Galaxy cluster scaling relations
journal, September 2016

  • Mantz, Adam B.; Allen, Steven W.; Morris, R. Glenn
  • Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 4
  • DOI: 10.1093/mnras/stw2250

A SUNYAEV-ZEL'DOVICH-SELECTED SAMPLE OF THE MOST MASSIVE GALAXY CLUSTERS IN THE 2500 deg 2 SOUTH POLE TELESCOPE SURVEY
journal, August 2011


The SPTpol Extended Cluster Survey
dataset, January 2020