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Title: Dark Energy Survey Year 1 Results: Tomographic cross-correlations between Dark Energy Survey galaxies and CMB lensing from South Pole Telescope + Planck

Abstract

We analyze the cross-correlation between redMaGiC galaxies selected from the Dark Energy Survey (DES) year 1 data and gravitational lensing of the cosmic microwave background (CMB) reconstructed from South Pole Telescope (SPT) and Planck data over 1289 deg2. When combining measurements across multiple galaxy redshift bins spanning the redshift range of 0.15 < z < 0.90, we reject the hypothesis of no correlation at 19.9σ significance. When removing small-scale data points where thermal Sunyaev-Zel’dovich signal and nonlinear galaxy bias could potentially bias our results, the detection significance is reduced to 9.9σ. We perform a joint analysis of galaxy-CMB lensing cross-correlations and galaxy clustering to constrain cosmology, finding Ωm=0.276$$^{+0.029}_{-0.030}$$ and S8=σ8$$\sqrt{Ω -m/0.3}$$ = 0.800$$^{+0.090}_{-0.094}$$. We additionally perform two alternate analyses aimed at constraining only the growth rate of cosmic structure as a function of redshift, discovering consistency with predictions from the concordance ΛCDM model. The measurements presented here are part of a joint cosmological analysis that combines galaxy clustering, galaxy lensing and CMB lensing using data from DES, SPT and Planck.

Authors:
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Publication Date:
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States); Univ. of Michigan, Ann Arbor, MI (United States); SLAC National Accelerator Lab., Menlo Park, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR); USDOE Office of Science (SC), High Energy Physics (HEP)
Contributing Org.:
DES and SPT Collaborations
OSTI Identifier:
1560423
Alternate Identifier(s):
OSTI ID: 1546826; OSTI ID: 1560632; OSTI ID: 1561940; OSTI ID: 1644019; OSTI ID: 1705068
Grant/Contract Number:  
AC05-00OR22725; SC0019193; SC0007859; AC02-76SF00515; AST-1138766; AST-1536171; ACI-1445606; AYA2015-71825; FPA2015-68048; SEV-2016-0588; SEV-2016-0597; MDM-2015-0509; 240672; 291329; 306478; FP7/2007-2013; CE110001020; AC02-07CH11359; AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Physical Review D
Additional Journal Information:
Journal Volume: 100; 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; Cosmic microwave background; Cosmological parameters; Large scale structure of the Universe

Citation Formats

Omori, Y., Giannantonio, T., Porredon, A., Baxter, E. J., Chang, C., Crocce, M., Fosalba, P., Alarcon, A., Banik, N., Blazek, J., Bleem, L. E., Bridle, S. L., Cawthon, R., Choi, A., Chown, R., Crawford, T., Dodelson, S., Drlica-Wagner, A., Eifler, T. F., Elvin-Poole, J., Friedrich, O., Gruen, D., Holder, G. P., Huterer, D., Jain, B., Jarvis, M., Kirk, D., Kokron, N., Krause, E., MacCrann, N., Muir, J., Prat, J., Reichardt, C. L., Ross, A. J., Rozo, E., Rykoff, E. S., Sánchez, C., Secco, L. F., Simard, G., Wechsler, R. H., Zuntz, J., Abbott, T. M. C., Abdalla, F. B., Allam, S., Avila, S., Aylor, K., Benson, B. A., Bernstein, G. M., Bertin, E., Bianchini, F., Brooks, D., Buckley-Geer, E., Burke, D. L., Carlstrom, J. E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Chang, C. L., Cho, H-M., Crites, A. T., Cunha, C. E., da Costa, L. N., de Haan, T., Davis, C., De Vicente, J., Desai, S., Diehl, H. T., Dietrich, J. P., Dobbs, M. A., Everett, W. B., Doel, P., Estrada, J., Flaugher, B., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., George, E. M., Gruendl, R. A., Gschwend, J., Gutierrez, G., Halverson, N. W., Harrington, N. L., Hartley, W. G., Hollowood, D. L., Holzapfel, W. L., Honscheid, K., Hou, Z., Hoyle, B., Hrubes, J. D., James, D. J., Jeltema, T., Kuehn, K., Kuropatkin, N., Lee, A. T., Leitch, E. M., Lima, M., Luong-Van, D., Manzotti, A., Marrone, D. P., Marshall, J. L., McMahon, J. J., Melchior, P., Menanteau, F., Meyer, S. S., Miller, C. J., Miquel, R., Mocanu, L. M., Mohr, J. J., Natoli, T., Padin, S., Plazas, A. A., Pryke, C., Romer, A. K., Roodman, A., Ruhl, J. E., Sanchez, E., Scarpine, V., Schaffer, K. K., Schubnell, M., Serrano, S., Sevilla-Noarbe, I., Shirokoff, E., Smith, M., Soares-Santos, M., Sobreira, F., Staniszewski, Z., Stark, A. A., Story, K. T., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Troxel, M. A., Vanderlinde, K., Vieira, J. D., Walker, A. R., Wu, W. L. K., and Zahn, O. Dark Energy Survey Year 1 Results: Tomographic cross-correlations between Dark Energy Survey galaxies and CMB lensing from South Pole Telescope+Planck. United States: N. p., 2019. Web. doi:10.1103/PhysRevD.100.043501.
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Omori, Y., Giannantonio, T., Porredon, A., Baxter, E. J., Chang, C., Crocce, M., Fosalba, P., Alarcon, A., Banik, N., Blazek, J., Bleem, L. E., Bridle, S. L., Cawthon, R., Choi, A., Chown, R., Crawford, T., Dodelson, S., Drlica-Wagner, A., Eifler, T. F., Elvin-Poole, J., Friedrich, O., Gruen, D., Holder, G. P., Huterer, D., Jain, B., Jarvis, M., Kirk, D., Kokron, N., Krause, E., MacCrann, N., Muir, J., Prat, J., Reichardt, C. L., Ross, A. J., Rozo, E., Rykoff, E. S., Sánchez, C., Secco, L. F., Simard, G., Wechsler, R. H., Zuntz, J., Abbott, T. M. C., Abdalla, F. B., Allam, S., Avila, S., Aylor, K., Benson, B. A., Bernstein, G. M., Bertin, E., Bianchini, F., Brooks, D., Buckley-Geer, E., Burke, D. L., Carlstrom, J. E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Chang, C. L., Cho, H-M., Crites, A. T., Cunha, C. E., da Costa, L. N., de Haan, T., Davis, C., De Vicente, J., Desai, S., Diehl, H. T., Dietrich, J. P., Dobbs, M. A., Everett, W. B., Doel, P., Estrada, J., Flaugher, B., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., George, E. M., Gruendl, R. A., Gschwend, J., Gutierrez, G., Halverson, N. W., Harrington, N. L., Hartley, W. G., Hollowood, D. L., Holzapfel, W. L., Honscheid, K., Hou, Z., Hoyle, B., Hrubes, J. D., James, D. J., Jeltema, T., Kuehn, K., Kuropatkin, N., Lee, A. T., Leitch, E. M., Lima, M., Luong-Van, D., Manzotti, A., Marrone, D. P., Marshall, J. L., McMahon, J. J., Melchior, P., Menanteau, F., Meyer, S. S., Miller, C. J., Miquel, R., Mocanu, L. M., Mohr, J. J., Natoli, T., Padin, S., Plazas, A. A., Pryke, C., Romer, A. K., Roodman, A., Ruhl, J. E., Sanchez, E., Scarpine, V., Schaffer, K. K., Schubnell, M., Serrano, S., Sevilla-Noarbe, I., Shirokoff, E., Smith, M., Soares-Santos, M., Sobreira, F., Staniszewski, Z., Stark, A. A., Story, K. T., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Troxel, M. A., Vanderlinde, K., Vieira, J. D., Walker, A. R., Wu, W. L. K., & Zahn, O. Dark Energy Survey Year 1 Results: Tomographic cross-correlations between Dark Energy Survey galaxies and CMB lensing from South Pole Telescope+Planck. United States. https://doi.org/10.1103/PhysRevD.100.043501
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Omori, Y., Giannantonio, T., Porredon, A., Baxter, E. J., Chang, C., Crocce, M., Fosalba, P., Alarcon, A., Banik, N., Blazek, J., Bleem, L. E., Bridle, S. L., Cawthon, R., Choi, A., Chown, R., Crawford, T., Dodelson, S., Drlica-Wagner, A., Eifler, T. F., Elvin-Poole, J., Friedrich, O., Gruen, D., Holder, G. P., Huterer, D., Jain, B., Jarvis, M., Kirk, D., Kokron, N., Krause, E., MacCrann, N., Muir, J., Prat, J., Reichardt, C. L., Ross, A. J., Rozo, E., Rykoff, E. S., Sánchez, C., Secco, L. F., Simard, G., Wechsler, R. H., Zuntz, J., Abbott, T. M. C., Abdalla, F. B., Allam, S., Avila, S., Aylor, K., Benson, B. A., Bernstein, G. M., Bertin, E., Bianchini, F., Brooks, D., Buckley-Geer, E., Burke, D. L., Carlstrom, J. E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Chang, C. L., Cho, H-M., Crites, A. T., Cunha, C. E., da Costa, L. N., de Haan, T., Davis, C., De Vicente, J., Desai, S., Diehl, H. T., Dietrich, J. P., Dobbs, M. A., Everett, W. B., Doel, P., Estrada, J., Flaugher, B., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., George, E. M., Gruendl, R. A., Gschwend, J., Gutierrez, G., Halverson, N. W., Harrington, N. L., Hartley, W. G., Hollowood, D. L., Holzapfel, W. L., Honscheid, K., Hou, Z., Hoyle, B., Hrubes, J. D., James, D. J., Jeltema, T., Kuehn, K., Kuropatkin, N., Lee, A. T., Leitch, E. M., Lima, M., Luong-Van, D., Manzotti, A., Marrone, D. P., Marshall, J. L., McMahon, J. J., Melchior, P., Menanteau, F., Meyer, S. S., Miller, C. J., Miquel, R., Mocanu, L. M., Mohr, J. J., Natoli, T., Padin, S., Plazas, A. A., Pryke, C., Romer, A. K., Roodman, A., Ruhl, J. E., Sanchez, E., Scarpine, V., Schaffer, K. K., Schubnell, M., Serrano, S., Sevilla-Noarbe, I., Shirokoff, E., Smith, M., Soares-Santos, M., Sobreira, F., Staniszewski, Z., Stark, A. A., Story, K. T., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Troxel, M. A., Vanderlinde, K., Vieira, J. D., Walker, A. R., Wu, W. L. K., and Zahn, O. Thu . "Dark Energy Survey Year 1 Results: Tomographic cross-correlations between Dark Energy Survey galaxies and CMB lensing from South Pole Telescope+Planck". United States. https://doi.org/10.1103/PhysRevD.100.043501. https://www.osti.gov/servlets/purl/1560423.
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@article{osti_1560423,
title = {Dark Energy Survey Year 1 Results: Tomographic cross-correlations between Dark Energy Survey galaxies and CMB lensing from South Pole Telescope+Planck},
author = {Omori, Y. and Giannantonio, T. and Porredon, A. and Baxter, E. J. and Chang, C. and Crocce, M. and Fosalba, P. and Alarcon, A. and Banik, N. and Blazek, J. and Bleem, L. E. and Bridle, S. L. and Cawthon, R. and Choi, A. and Chown, R. and Crawford, T. and Dodelson, S. and Drlica-Wagner, A. and Eifler, T. F. and Elvin-Poole, J. and Friedrich, O. and Gruen, D. and Holder, G. P. and Huterer, D. and Jain, B. and Jarvis, M. and Kirk, D. and Kokron, N. and Krause, E. and MacCrann, N. and Muir, J. and Prat, J. and Reichardt, C. L. and Ross, A. J. and Rozo, E. and Rykoff, E. S. and Sánchez, C. and Secco, L. F. and Simard, G. and Wechsler, R. H. and Zuntz, J. and Abbott, T. M. C. and Abdalla, F. B. and Allam, S. and Avila, S. and Aylor, K. and Benson, B. A. and Bernstein, G. M. and Bertin, E. and Bianchini, F. and Brooks, D. and Buckley-Geer, E. and Burke, D. L. and Carlstrom, J. E. and Carnero Rosell, A. and Carrasco Kind, M. and Carretero, J. and Castander, F. J. and Chang, C. L. and Cho, H-M. and Crites, A. T. and Cunha, C. E. and da Costa, L. N. and de Haan, T. and Davis, C. and De Vicente, J. and Desai, S. and Diehl, H. T. and Dietrich, J. P. and Dobbs, M. A. and Everett, W. B. and Doel, P. and Estrada, J. and Flaugher, B. and Frieman, J. and García-Bellido, J. and Gaztanaga, E. and Gerdes, D. W. and George, E. M. and Gruendl, R. A. and Gschwend, J. and Gutierrez, G. and Halverson, N. W. and Harrington, N. L. and Hartley, W. G. and Hollowood, D. L. and Holzapfel, W. L. and Honscheid, K. and Hou, Z. and Hoyle, B. and Hrubes, J. D. and James, D. J. and Jeltema, T. and Kuehn, K. and Kuropatkin, N. and Lee, A. T. and Leitch, E. M. and Lima, M. and Luong-Van, D. and Manzotti, A. and Marrone, D. P. and Marshall, J. L. and McMahon, J. J. and Melchior, P. and Menanteau, F. and Meyer, S. S. and Miller, C. J. and Miquel, R. and Mocanu, L. M. and Mohr, J. J. and Natoli, T. and Padin, S. and Plazas, A. A. and Pryke, C. and Romer, A. K. and Roodman, A. and Ruhl, J. E. and Sanchez, E. and Scarpine, V. and Schaffer, K. K. and Schubnell, M. and Serrano, S. and Sevilla-Noarbe, I. and Shirokoff, E. and Smith, M. and Soares-Santos, M. and Sobreira, F. and Staniszewski, Z. and Stark, A. A. and Story, K. T. and Suchyta, E. and Swanson, M. E. C. and Tarle, G. and Thomas, D. and Troxel, M. A. and Vanderlinde, K. and Vieira, J. D. and Walker, A. R. and Wu, W. L. K. and Zahn, O.},
abstractNote = {We analyze the cross-correlation between redMaGiC galaxies selected from the Dark Energy Survey (DES) year 1 data and gravitational lensing of the cosmic microwave background (CMB) reconstructed from South Pole Telescope (SPT) and Planck data over 1289 deg2. When combining measurements across multiple galaxy redshift bins spanning the redshift range of 0.15 < z < 0.90, we reject the hypothesis of no correlation at 19.9σ significance. When removing small-scale data points where thermal Sunyaev-Zel’dovich signal and nonlinear galaxy bias could potentially bias our results, the detection significance is reduced to 9.9σ. We perform a joint analysis of galaxy-CMB lensing cross-correlations and galaxy clustering to constrain cosmology, finding Ωm=0.276$^{+0.029}_{-0.030}$ and S8=σ8$\sqrt{Ω -m/0.3}$ = 0.800$^{+0.090}_{-0.094}$. We additionally perform two alternate analyses aimed at constraining only the growth rate of cosmic structure as a function of redshift, discovering consistency with predictions from the concordance ΛCDM model. The measurements presented here are part of a joint cosmological analysis that combines galaxy clustering, galaxy lensing and CMB lensing using data from DES, SPT and Planck.},
doi = {10.1103/PhysRevD.100.043501},
journal = {Physical Review D},
number = 4,
volume = 100,
place = {United States},
year = {2019},
month = {8}
}
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Figures / Tables:

FIG. 1 FIG. 1: Estimated redshift distribution of the REDMaGiC sample for the 5 tomographic bins used in this analysis. These are obtained by stacking Gaussian PDFs with mean equal to the REDMaGiC redshift prediction and standard deviation equal to the resulting redshift error. Each distribution is normalized to give the totalmore » number of galaxies in each bin. The CMB lensing efficiency qκCMB is shown in black for comparison.« less
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  • The Astrophysical Journal, Vol. 862, Issue 1
  • DOI: 10.3847/1538-4357/aacafd

Dark Energy Survey year 1 results: Galaxy clustering for combined probes
journal, August 2018

Bias and variance of angular correlation functions
journal, July 1993

  • Landy, Stephen D.; Szalay, Alexander S.
  • The Astrophysical Journal, Vol. 412
  • DOI: 10.1086/172900

Probing gravity with a joint analysis of galaxy and CMB lensing and SDSS spectroscopy
journal, October 2018

  • Singh, Sukhdeep; Alam, Shadab; Mandelbaum, Rachel
  • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 1
  • DOI: 10.1093/mnras/sty2681

Planck intermediate results : XLVIII. Disentangling Galactic dust emission and cosmic infrared background anisotropies
journal, December 2016

Dark Energy Survey year 1 results: Galaxy-galaxy lensing
journal, August 2018

SPT-3G: a next-generation cosmic microwave background polarization experiment on the South Pole telescope
conference, July 2014

  • Benson, B. A.; Ade, P. A. R.; Ahmed, Z.
  • SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
  • DOI: 10.1117/12.2057305

redMaGiC: selecting luminous red galaxies from the DES Science Verification data
journal, May 2016

  • Rozo, E.; Rykoff, E. S.; Abate, A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 2
  • DOI: 10.1093/mnras/stw1281

Weighing obscured and unobscured quasar hosts with the cosmic microwave background
journal, December 2014

  • DiPompeo, M. A.; Myers, A. D.; Hickox, R. C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 446, Issue 4
  • DOI: 10.1093/mnras/stu2341

A Cosmic Microwave Background Lensing mass map and its Correlation with the Cosmic Infrared Background
journal, June 2013

Planck 2015 results : XI. CMB power spectra, likelihoods, and robustness of parameters
journal, September 2016

Planck 2015 results : XXIII. The thermal Sunyaev-Zeldovich effect-cosmic infrared background correlation
journal, September 2016

Planck intermediate results: VI. The dynamical structure of PLCKG214.6+37.0, a Planck discovered triple system of galaxy clusters
journal, February 2013

Two-season Atacama Cosmology Telescope polarimeter lensing power spectrum
text, January 2017

  • Sherwin, Blake; Van Engelen, A.; Sehgal, N.
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.43393

Planck intermediate results : XXIV. Constraints on variations in fundamental constants⋆
journal, July 2015

Planck 2015 results : VI. LFI mapmaking
journal, September 2016

Planck 2015 results : X. Diffuse component separation: Foreground maps
journal, September 2016

Correlation of CMB with large-scale structure. II. Weak lensing
text, January 2008

  • Hirata, C.; Ho, S.; Padmanabhan, N.
  • American Physical Society
  • DOI: 10.5167/uzh-16575

Planck 2015 results : XVI. Isotropy and statistics of the CMB
journal, September 2016

Dark Energy Survey Year 1 Results: Photometric Data Set for Cosmology
text, January 2018

  • Drlica-Wagner, A.; Sevilla-Noarbe, I.; Rykoff, Es
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.21145

Planck 2015 results : XXVI. The Second
journal, September 2016

Dark Energy Survey Year 1 Results: Calibration of redMaGiC redshift distributions in DES and SDSS from cross-correlations
text, January 2018

  • Cawthon, R.; Davis, C.; Gatti, M.
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.20892
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    Works referencing / citing this record:

    CMB lensing reconstruction biases in cross-correlation with large-scale structure probes
    journal, October 2019

    • Fabbian, Giulio; Lewis, Antony; Beck, Dominic
    • Journal of Cosmology and Astroparticle Physics, Vol. 2019, Issue 10
    • DOI: 10.1088/1475-7516/2019/10/057

    Cross-correlation of CMB Polarization Lensing with High- z Submillimeter Herschel -ATLAS Galaxies
    journal, November 2019

    • Faúndez, M. Aguilar; Arnold, K.; Baccigalupi, C.
    • The Astrophysical Journal, Vol. 886, Issue 1
    • DOI: 10.3847/1538-4357/ab4a78
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