TY - JOUR
T1 - Cosmology with stacked cluster weak lensing and cluster-galaxy cross-correlations
AU - Salcedo, Andres N.
AU - Wibking, Benjamin D.
AU - Weinberg, David H.
AU - Wu, Hao Yi
AU - Ferrer, Douglas
AU - Eisenstein, Daniel
AU - Pinto, Philip
N1 - Funding Information:
We thank Lehman Garrison, Chris Hirata, Ashley Ross, Ying Zu and the Ohio State University cosmology group for valuable conversations about this work. ANS is supported by the Department of Energy Computational Science Graduate Fellowship Program of the Office of Science and National Nuclear Security Administration in the Department of Energy under contract DE-FG02-97ER25308. BDW is supported by the National Science Foundation Graduate Research Fellowship Program under Grant No. DGE-1343012. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation. This work was supported in part by National Science Foundation Grant AST-1516997 and National Aeronautics and Space Administration Grant 15-WFIRST15-0008. Simulations were analysed in part on computational resources of the Ohio Supercomputer Center (Ohio Supercomputer Center 1987), with resources supported in part by the Center for Cosmology and AstroParticle Physics at the Ohio State University. Some computations in this paper were performed on the El Gato supercomputer at the University of Arizona, supported by grant 1228509 from the National Science Foundation, and on the Odyssey cluster supported by the Faculty of Arts and Sciences Division of Science, Research Computing Group at Harvard University. We gratefully acknowledge the use of the MATPLOTLIB software package (Hunter 2007) and the GNU Scientific Library (Galassi et al. 2009). This research has made use of the SAO/NASA Astrophysics Data System.
Publisher Copyright:
© 2020 Oxford University Press. All rights reserved.
PY - 2020
Y1 - 2020
N2 - Cluster weak lensing is a sensitive probe of cosmology, particularly the amplitude of matter clustering σ8 and matter density parameterΩm. The main nuisance parameter in a cluster weak lensing cosmological analysis is the scatter between the true halo mass and the relevant cluster observable, denoted σlnMc . We show that combining the cluster weak lensing observable ΔΣ with the projected cluster-galaxy cross-correlation function wp,cg and galaxy autocorrelation function wp,gg can break the degeneracy between σ8 and σlnMc to achieve tight, per cent-level constraints on σ8. Using a grid of cosmological N-body simulations, we compute derivatives of ΔΣ, wp,cg, and wp,gg with respect to σ8, Ωm, σlnMc , and halo occupation distribution (HOD) parameters describing the galaxy population.We also compute covariance matrices motivated by the properties of the Dark Energy Survey cluster and weak lensing survey and the BOSS CMASS galaxy redshift survey. For our fiducial scenario combining ΔΣ, wp,cg, and wp,gg measured over 0.3-30.0 h-1 Mpc, for clusters at z = 0.35-0.55 above a mass threshold Mc ≈ 2 × 1014 h-1M⊙, we forecast a 1.4 per cent constraint on σ8 while marginalizing over σlnMc and all HOD parameters. Reducing the mass threshold to 1 × 1014 h-1M⊙ and adding a z = 0.15-0.35 redshift bin sharpens this constraint to 0.8 per cent. The small-scale (rp < 3.0 h-1 Mpc) 'mass function' and large-scale (rp >3.0 h-1 Mpc) 'halo-mass cross-correlation' regimes of ΔΣ have comparable constraining power, allowing internal consistency tests from such an analysis.
AB - Cluster weak lensing is a sensitive probe of cosmology, particularly the amplitude of matter clustering σ8 and matter density parameterΩm. The main nuisance parameter in a cluster weak lensing cosmological analysis is the scatter between the true halo mass and the relevant cluster observable, denoted σlnMc . We show that combining the cluster weak lensing observable ΔΣ with the projected cluster-galaxy cross-correlation function wp,cg and galaxy autocorrelation function wp,gg can break the degeneracy between σ8 and σlnMc to achieve tight, per cent-level constraints on σ8. Using a grid of cosmological N-body simulations, we compute derivatives of ΔΣ, wp,cg, and wp,gg with respect to σ8, Ωm, σlnMc , and halo occupation distribution (HOD) parameters describing the galaxy population.We also compute covariance matrices motivated by the properties of the Dark Energy Survey cluster and weak lensing survey and the BOSS CMASS galaxy redshift survey. For our fiducial scenario combining ΔΣ, wp,cg, and wp,gg measured over 0.3-30.0 h-1 Mpc, for clusters at z = 0.35-0.55 above a mass threshold Mc ≈ 2 × 1014 h-1M⊙, we forecast a 1.4 per cent constraint on σ8 while marginalizing over σlnMc and all HOD parameters. Reducing the mass threshold to 1 × 1014 h-1M⊙ and adding a z = 0.15-0.35 redshift bin sharpens this constraint to 0.8 per cent. The small-scale (rp < 3.0 h-1 Mpc) 'mass function' and large-scale (rp >3.0 h-1 Mpc) 'halo-mass cross-correlation' regimes of ΔΣ have comparable constraining power, allowing internal consistency tests from such an analysis.
KW - Cosmology: Theory
KW - Dark matter
KW - Methods: numerical
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U2 - 10.1093/MNRAS/STZ2963
DO - 10.1093/MNRAS/STZ2963
M3 - Article
AN - SCOPUS:85093526739
VL - 491
SP - 3061
EP - 3081
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
SN - 0035-8711
IS - 3
ER -