Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey

We use measurements from the South Pole Telescope (SPT) Sunyaev-Zel'dovich (SZ) cluster survey in combination with X-ray measurements to constrain cosmological parameters. We present a statistical method that fits for the scaling relations of the SZ and X-ray cluster observables with mass while...

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Published in:The Astrophysical Journal
Main Authors: Benson, B. A., de Haan, T., Dudley, J. P., Reichardt, C. L., Aird, K. A., Andersson, K., Armstrong, R., Ashby, Matthew L N, Bautz, M., Bayliss, Matthew, Bazin, G., Bleem, L. E., Brodwin, M., Carlstrom, J. E., Chang, C. L., Cho, H. M., Clocchiatti, A., Crawford, T. M., Crites, A. T., Desai, S., Dobbs, M. A., Foley, R. J., Forman, William R., George, E. M., Gladders, M. D., Gonzalez, A. H., Halverson, N. W., Harrington, N., High, F. W., Holder, G. P., Holzapfel, W. L., Hoover, S., Hrubes, J. D., Jones, C., Joy, M., Keisler, R., Knox, L., Lee, A. T., Leitch, E. M., Liu, J., Lueker, M., Luong-Van, D., Mantz, A., Marrone, D. P., McDonald, M., McMahon, J. J., Mehl, J., Meyer, S. S., Mocanu, L., Mohr, J. J., Montroy, T. E., Murray, S. S., Natoli, T., Padin, S., Plagge, T., Pryke, C., Rest, A., Ruel, Jonathan, Ruhl, J. E., Saliwanchik, B. R., Saro, A., Sayre, J. T., Schaffer, K. K., Shaw, L., Shirokoff, E., Song, J., Spieler, H. G., Stalder, Brian A, Staniszewski, Z., Stark, Antony A., Story, K., Stubbs, Christopher William, Suhada, R., van Engelen, A., Vanderlinde, K., Vieira, J. D., Viklinin, Alexey A., Williamson, R., Zahn, O., Zenteno, A.
Format: Article in Journal/Newspaper
Language:English
Published: American Astronomical Society 2013
Subjects:
Online Access:http://nrs.harvard.edu/urn-3:HUL.InstRepos:11857775
https://doi.org/10.1088/0004-637x/763/2/147
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description We use measurements from the South Pole Telescope (SPT) Sunyaev-Zel'dovich (SZ) cluster survey in combination with X-ray measurements to constrain cosmological parameters. We present a statistical method that fits for the scaling relations of the SZ and X-ray cluster observables with mass while jointly fitting for cosmology. The method is generalizable to multiple cluster observables, and self-consistently accounts for the effects of the cluster selection and uncertainties in cluster mass calibration on the derived cosmological constraints. We apply this method to a data set consisting of an SZ-selected catalog of 18 galaxy clusters at z > 0.3 from the first 178 deg2 of the 2500 deg2 SPT-SZ survey, with 14 clusters having X-ray observations from either Chandra or XMM-Newton. Assuming a spatially flat ΛCDM cosmological model, we find the SPT cluster sample constrains σ8(Ω m /0.25)0.30 = 0.785 ± 0.037. In combination with measurements of the cosmic microwave background (CMB) power spectrum from the SPT and the seven-year Wilkinson Microwave Anisotropy Probe data, the SPT cluster sample constrains σ8 = 0.795 ± 0.016 and Ω m = 0.255 ± 0.016, a factor of 1.5 improvement on each parameter over the CMB data alone. We consider several extensions beyond the ΛCDM model by including the following as free parameters: the dark energy equation of state (w), the sum of the neutrino masses (Σm ν), the effective number of relativistic species (N eff), and a primordial non-Gaussianity (f NL). We find that adding the SPT cluster data significantly improves the constraints on w and Σm ν beyond those found when using measurements of the CMB, supernovae, baryon acoustic oscillations, and the Hubble constant. Considering each extension independently, we best constrain w = –0.973 ± 0.063 and the sum of neutrino masses Σm ν < 0.28 eV at 95% confidence, a factor of 1.25 and 1.4 improvement, respectively, over the constraints without clusters. Assuming a ΛCDM model with a free N eff and Σm ν, we measure N eff = 3.91 ± 0.42 and constrain Σm ν < 0.63 eV at 95% confidence. We also use the SPT cluster sample to constrain f NL = –220 ± 317, consistent with zero primordial non-Gaussianity. Finally, we discuss the current systematic limitations due to the cluster mass calibration, and future improvements for the recently completed 2500 deg2 SPT-SZ survey. The survey has detected ~500 clusters with a median redshift of ~0.5 and a median mass of ~2.3 × 1014 M ☉ h –1 and, when combined with an improved cluster mass calibration and existing external cosmological data sets will significantly improve constraints on w. Astronomy Physics Version of Record
format Article in Journal/Newspaper
author Benson, B. A.
de Haan, T.
Dudley, J. P.
Reichardt, C. L.
Aird, K. A.
Andersson, K.
Armstrong, R.
Ashby, Matthew L N
Bautz, M.
Bayliss, Matthew
Bazin, G.
Bleem, L. E.
Brodwin, M.
Carlstrom, J. E.
Chang, C. L.
Cho, H. M.
Clocchiatti, A.
Crawford, T. M.
Crites, A. T.
Desai, S.
Dobbs, M. A.
Foley, R. J.
Forman, William R.
George, E. M.
Gladders, M. D.
Gonzalez, A. H.
Halverson, N. W.
Harrington, N.
High, F. W.
Holder, G. P.
Holzapfel, W. L.
Hoover, S.
Hrubes, J. D.
Jones, C.
Joy, M.
Keisler, R.
Knox, L.
Lee, A. T.
Leitch, E. M.
Liu, J.
Lueker, M.
Luong-Van, D.
Mantz, A.
Marrone, D. P.
McDonald, M.
McMahon, J. J.
Mehl, J.
Meyer, S. S.
Mocanu, L.
Mohr, J. J.
Montroy, T. E.
Murray, S. S.
Natoli, T.
Padin, S.
Plagge, T.
Pryke, C.
Rest, A.
Ruel, Jonathan
Ruhl, J. E.
Saliwanchik, B. R.
Saro, A.
Sayre, J. T.
Schaffer, K. K.
Shaw, L.
Shirokoff, E.
Song, J.
Spieler, H. G.
Stalder, Brian A
Staniszewski, Z.
Stark, Antony A.
Story, K.
Stubbs, Christopher William
Suhada, R.
van Engelen, A.
Vanderlinde, K.
Vieira, J. D.
Viklinin, Alexey A.
Williamson, R.
Zahn, O.
Zenteno, A.
spellingShingle Benson, B. A.
de Haan, T.
Dudley, J. P.
Reichardt, C. L.
Aird, K. A.
Andersson, K.
Armstrong, R.
Ashby, Matthew L N
Bautz, M.
Bayliss, Matthew
Bazin, G.
Bleem, L. E.
Brodwin, M.
Carlstrom, J. E.
Chang, C. L.
Cho, H. M.
Clocchiatti, A.
Crawford, T. M.
Crites, A. T.
Desai, S.
Dobbs, M. A.
Foley, R. J.
Forman, William R.
George, E. M.
Gladders, M. D.
Gonzalez, A. H.
Halverson, N. W.
Harrington, N.
High, F. W.
Holder, G. P.
Holzapfel, W. L.
Hoover, S.
Hrubes, J. D.
Jones, C.
Joy, M.
Keisler, R.
Knox, L.
Lee, A. T.
Leitch, E. M.
Liu, J.
Lueker, M.
Luong-Van, D.
Mantz, A.
Marrone, D. P.
McDonald, M.
McMahon, J. J.
Mehl, J.
Meyer, S. S.
Mocanu, L.
Mohr, J. J.
Montroy, T. E.
Murray, S. S.
Natoli, T.
Padin, S.
Plagge, T.
Pryke, C.
Rest, A.
Ruel, Jonathan
Ruhl, J. E.
Saliwanchik, B. R.
Saro, A.
Sayre, J. T.
Schaffer, K. K.
Shaw, L.
Shirokoff, E.
Song, J.
Spieler, H. G.
Stalder, Brian A
Staniszewski, Z.
Stark, Antony A.
Story, K.
Stubbs, Christopher William
Suhada, R.
van Engelen, A.
Vanderlinde, K.
Vieira, J. D.
Viklinin, Alexey A.
Williamson, R.
Zahn, O.
Zenteno, A.
Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey
author_facet Benson, B. A.
de Haan, T.
Dudley, J. P.
Reichardt, C. L.
Aird, K. A.
Andersson, K.
Armstrong, R.
Ashby, Matthew L N
Bautz, M.
Bayliss, Matthew
Bazin, G.
Bleem, L. E.
Brodwin, M.
Carlstrom, J. E.
Chang, C. L.
Cho, H. M.
Clocchiatti, A.
Crawford, T. M.
Crites, A. T.
Desai, S.
Dobbs, M. A.
Foley, R. J.
Forman, William R.
George, E. M.
Gladders, M. D.
Gonzalez, A. H.
Halverson, N. W.
Harrington, N.
High, F. W.
Holder, G. P.
Holzapfel, W. L.
Hoover, S.
Hrubes, J. D.
Jones, C.
Joy, M.
Keisler, R.
Knox, L.
Lee, A. T.
Leitch, E. M.
Liu, J.
Lueker, M.
Luong-Van, D.
Mantz, A.
Marrone, D. P.
McDonald, M.
McMahon, J. J.
Mehl, J.
Meyer, S. S.
Mocanu, L.
Mohr, J. J.
Montroy, T. E.
Murray, S. S.
Natoli, T.
Padin, S.
Plagge, T.
Pryke, C.
Rest, A.
Ruel, Jonathan
Ruhl, J. E.
Saliwanchik, B. R.
Saro, A.
Sayre, J. T.
Schaffer, K. K.
Shaw, L.
Shirokoff, E.
Song, J.
Spieler, H. G.
Stalder, Brian A
Staniszewski, Z.
Stark, Antony A.
Story, K.
Stubbs, Christopher William
Suhada, R.
van Engelen, A.
Vanderlinde, K.
Vieira, J. D.
Viklinin, Alexey A.
Williamson, R.
Zahn, O.
Zenteno, A.
author_sort Benson, B. A.
title Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey
title_short Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey
title_full Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey
title_fullStr Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey
title_full_unstemmed Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey
title_sort cosmological constraints from sunyaev-zel'dovich-selected clusters with x-ray observations in the first 178 deg2 of the south pole telescope survey
publisher American Astronomical Society
publishDate 2013
url http://nrs.harvard.edu/urn-3:HUL.InstRepos:11857775
https://doi.org/10.1088/0004-637x/763/2/147
long_lat ENVELOPE(158.317,158.317,-80.867,-80.867)
ENVELOPE(-66.200,-66.200,-66.817,-66.817)
geographic Hubble
South Pole
Wilkinson
geographic_facet Hubble
South Pole
Wilkinson
genre South pole
genre_facet South pole
op_relation doi:10.1088/0004-637x/763/2/147
Astrophysical Journal
Quick submit: 2014-01-17T10:57:41-05:00
Benson, B. A., T. de Haan, J. P. Dudley, C. L. Reichardt, K. A. Aird, K. Andersson, R. Armstrong, et al. 2013. “Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey.” The Astrophysical Journal 763 (2) (February 1): 147. doi:10.1088/0004-637x/763/2/147. http://dx.doi.org/10.1088/0004-637X/763/2/147.
0004-637X
http://nrs.harvard.edu/urn-3:HUL.InstRepos:11857775
op_rights BA Benson, T de Haan, JP Dudley, CL Reichardt, KA Aird, K Andersson, R Armstrong, MLN Ashby, M Bautz, M Bayliss, G Bazin, LE Bleem, M Brodwin, JE Carlstrom, CL Chang, HM Cho, A Clocchiatti, TM Crawford, AT Crites, S Desai, MA Dobbs, RJ Foley, WR Forman, EM George, MD Gladders, AH Gonzalez, NW Halverson, N Harrington, FW High, GP Holder, WL Holzapfel, S Hoover, JD Hrubes, C Jones, M Joy, R Keisler, L Knox, AT Lee, EM Leitch, J Liu, M Lueker, D Luong-Van, A Mantz, DP Marrone, M McDonald, JJ McMahon, J Mehl, SS Meyer, L Mocanu, JJ Mohr, TE Montroy, SS Murray, T Natoli, S Padin, T Plagge, C Pryke, A Rest, J Ruel, JE Ruhl, BR Saliwanchik, A Saro, JT Sayre, KK Schaffer, L Shaw, E Shirokoff, J Song, HG Spieler, B Stalder, Z Staniszewski, AA Stark, K Story, CW Stubbs, R Suhada, A van Engelen, K Vanderlinde, JD Vieira, A Vikhlinin, R Williamson, O Zahn, A Zenteno
op_doi https://doi.org/10.1088/0004-637x/763/2/147
container_title The Astrophysical Journal
container_volume 763
container_issue 2
container_start_page 147
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spelling ftharvardudash:oai:dash.harvard.edu:1/11857775 2023-05-15T18:22:43+02:00 Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey Benson, B. A. de Haan, T. Dudley, J. P. Reichardt, C. L. Aird, K. A. Andersson, K. Armstrong, R. Ashby, Matthew L N Bautz, M. Bayliss, Matthew Bazin, G. Bleem, L. E. Brodwin, M. Carlstrom, J. E. Chang, C. L. Cho, H. M. Clocchiatti, A. Crawford, T. M. Crites, A. T. Desai, S. Dobbs, M. A. Foley, R. J. Forman, William R. George, E. M. Gladders, M. D. Gonzalez, A. H. Halverson, N. W. Harrington, N. High, F. W. Holder, G. P. Holzapfel, W. L. Hoover, S. Hrubes, J. D. Jones, C. Joy, M. Keisler, R. Knox, L. Lee, A. T. Leitch, E. M. Liu, J. Lueker, M. Luong-Van, D. Mantz, A. Marrone, D. P. McDonald, M. McMahon, J. J. Mehl, J. Meyer, S. S. Mocanu, L. Mohr, J. J. Montroy, T. E. Murray, S. S. Natoli, T. Padin, S. Plagge, T. Pryke, C. Rest, A. Ruel, Jonathan Ruhl, J. E. Saliwanchik, B. R. Saro, A. Sayre, J. T. Schaffer, K. K. Shaw, L. Shirokoff, E. Song, J. Spieler, H. G. Stalder, Brian A Staniszewski, Z. Stark, Antony A. Story, K. Stubbs, Christopher William Suhada, R. van Engelen, A. Vanderlinde, K. Vieira, J. D. Viklinin, Alexey A. Williamson, R. Zahn, O. Zenteno, A. 2013 application/pdf http://nrs.harvard.edu/urn-3:HUL.InstRepos:11857775 https://doi.org/10.1088/0004-637x/763/2/147 en_US eng American Astronomical Society doi:10.1088/0004-637x/763/2/147 Astrophysical Journal Quick submit: 2014-01-17T10:57:41-05:00 Benson, B. A., T. de Haan, J. P. Dudley, C. L. Reichardt, K. A. Aird, K. Andersson, R. Armstrong, et al. 2013. “Cosmological Constraints from Sunyaev-Zel'dovich-selected Clusters with X-Ray Observations in the First 178 deg2 of the South Pole Telescope Survey.” The Astrophysical Journal 763 (2) (February 1): 147. doi:10.1088/0004-637x/763/2/147. http://dx.doi.org/10.1088/0004-637X/763/2/147. 0004-637X http://nrs.harvard.edu/urn-3:HUL.InstRepos:11857775 BA Benson, T de Haan, JP Dudley, CL Reichardt, KA Aird, K Andersson, R Armstrong, MLN Ashby, M Bautz, M Bayliss, G Bazin, LE Bleem, M Brodwin, JE Carlstrom, CL Chang, HM Cho, A Clocchiatti, TM Crawford, AT Crites, S Desai, MA Dobbs, RJ Foley, WR Forman, EM George, MD Gladders, AH Gonzalez, NW Halverson, N Harrington, FW High, GP Holder, WL Holzapfel, S Hoover, JD Hrubes, C Jones, M Joy, R Keisler, L Knox, AT Lee, EM Leitch, J Liu, M Lueker, D Luong-Van, A Mantz, DP Marrone, M McDonald, JJ McMahon, J Mehl, SS Meyer, L Mocanu, JJ Mohr, TE Montroy, SS Murray, T Natoli, S Padin, T Plagge, C Pryke, A Rest, J Ruel, JE Ruhl, BR Saliwanchik, A Saro, JT Sayre, KK Schaffer, L Shaw, E Shirokoff, J Song, HG Spieler, B Stalder, Z Staniszewski, AA Stark, K Story, CW Stubbs, R Suhada, A van Engelen, K Vanderlinde, JD Vieira, A Vikhlinin, R Williamson, O Zahn, A Zenteno Journal Article 2013 ftharvardudash https://doi.org/10.1088/0004-637x/763/2/147 2022-04-04T12:46:56Z We use measurements from the South Pole Telescope (SPT) Sunyaev-Zel'dovich (SZ) cluster survey in combination with X-ray measurements to constrain cosmological parameters. We present a statistical method that fits for the scaling relations of the SZ and X-ray cluster observables with mass while jointly fitting for cosmology. The method is generalizable to multiple cluster observables, and self-consistently accounts for the effects of the cluster selection and uncertainties in cluster mass calibration on the derived cosmological constraints. We apply this method to a data set consisting of an SZ-selected catalog of 18 galaxy clusters at z > 0.3 from the first 178 deg2 of the 2500 deg2 SPT-SZ survey, with 14 clusters having X-ray observations from either Chandra or XMM-Newton. Assuming a spatially flat ΛCDM cosmological model, we find the SPT cluster sample constrains σ8(Ω m /0.25)0.30 = 0.785 ± 0.037. In combination with measurements of the cosmic microwave background (CMB) power spectrum from the SPT and the seven-year Wilkinson Microwave Anisotropy Probe data, the SPT cluster sample constrains σ8 = 0.795 ± 0.016 and Ω m = 0.255 ± 0.016, a factor of 1.5 improvement on each parameter over the CMB data alone. We consider several extensions beyond the ΛCDM model by including the following as free parameters: the dark energy equation of state (w), the sum of the neutrino masses (Σm ν), the effective number of relativistic species (N eff), and a primordial non-Gaussianity (f NL). We find that adding the SPT cluster data significantly improves the constraints on w and Σm ν beyond those found when using measurements of the CMB, supernovae, baryon acoustic oscillations, and the Hubble constant. Considering each extension independently, we best constrain w = –0.973 ± 0.063 and the sum of neutrino masses Σm ν < 0.28 eV at 95% confidence, a factor of 1.25 and 1.4 improvement, respectively, over the constraints without clusters. Assuming a ΛCDM model with a free N eff and Σm ν, we measure N eff = 3.91 ± 0.42 and constrain Σm ν < 0.63 eV at 95% confidence. We also use the SPT cluster sample to constrain f NL = –220 ± 317, consistent with zero primordial non-Gaussianity. Finally, we discuss the current systematic limitations due to the cluster mass calibration, and future improvements for the recently completed 2500 deg2 SPT-SZ survey. The survey has detected ~500 clusters with a median redshift of ~0.5 and a median mass of ~2.3 × 1014 M ☉ h –1 and, when combined with an improved cluster mass calibration and existing external cosmological data sets will significantly improve constraints on w. Astronomy Physics Version of Record Article in Journal/Newspaper South pole Harvard University: DASH - Digital Access to Scholarship at Harvard Hubble ENVELOPE(158.317,158.317,-80.867,-80.867) South Pole Wilkinson ENVELOPE(-66.200,-66.200,-66.817,-66.817) The Astrophysical Journal 763 2 147