Probing cosmology with weak lensing Minkowski functionals
Kratochvil JM, Lim EA, Wang S, Haiman Z, May M, Huffenberger K. 2012. Probing cosmology with weak lensing Minkowski functionals. Physical Review D. 85(10), 103513.
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https://doi.org/10.48550/arXiv.1109.6334
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Author
Kratochvil, Jan M.;
Lim, Eugene A.;
Wang, Sheng;
Haiman, ZoltánISTA;
May, Morgan;
Huffenberger, Kevin
Abstract
In this paper, we show that Minkowski Functionals (MFs) of weak gravitational lensing (WL) convergence maps contain significant non-Gaussian, cosmology-dependent information. To do this, we use a large suite of cosmological ray-tracing N-body simulations to create mock WL convergence maps, and study the cosmological information content of MFs derived from these maps. Our suite consists of 80 independent 512^3 N-body runs, covering seven different cosmologies, varying three cosmological parameters Omega_m, w, and sigma_8 one at a time, around a fiducial LambdaCDM model. In each cosmology, we use ray-tracing to create a thousand pseudo-independent 12 deg^2 convergence maps, and use these in a Monte Carlo procedure to estimate the joint confidence contours on the above three parameters. We include redshift tomography at three different source redshifts z_s=1, 1.5, 2, explore five different smoothing scales theta_G=1, 2, 3, 5, 10 arcmin, and explicitly compare and combine the MFs with the WL power spectrum. We find that the MFs capture a substantial amount of information from non-Gaussian features of convergence maps, i.e. beyond the power spectrum. The MFs are particularly well suited to break degeneracies and to constrain the dark energy equation of state parameter w (by a factor of ~ three better than from the power spectrum alone). The non-Gaussian information derives partly from the one-point function of the convergence (through V_0, the "area" MF), and partly through non-linear spatial information (through combining different smoothing scales for V_0, and through V_1 and V_2, the boundary length and genus MFs, respectively). In contrast to the power spectrum, the best constraints from the MFs are obtained only when multiple smoothing scales are combined.
Publishing Year
Date Published
2012-04-10
Journal Title
Physical Review D
Publisher
American Physical Society
Volume
85
Issue
10
Article Number
103513
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Cite this
Kratochvil JM, Lim EA, Wang S, Haiman Z, May M, Huffenberger K. Probing cosmology with weak lensing Minkowski functionals. Physical Review D. 2012;85(10). doi:10.1103/physrevd.85.103513
Kratochvil, J. M., Lim, E. A., Wang, S., Haiman, Z., May, M., & Huffenberger, K. (2012). Probing cosmology with weak lensing Minkowski functionals. Physical Review D. American Physical Society. https://doi.org/10.1103/physrevd.85.103513
Kratochvil, Jan M., Eugene A. Lim, Sheng Wang, Zoltán Haiman, Morgan May, and Kevin Huffenberger. “Probing Cosmology with Weak Lensing Minkowski Functionals.” Physical Review D. American Physical Society, 2012. https://doi.org/10.1103/physrevd.85.103513.
J. M. Kratochvil, E. A. Lim, S. Wang, Z. Haiman, M. May, and K. Huffenberger, “Probing cosmology with weak lensing Minkowski functionals,” Physical Review D, vol. 85, no. 10. American Physical Society, 2012.
Kratochvil JM, Lim EA, Wang S, Haiman Z, May M, Huffenberger K. 2012. Probing cosmology with weak lensing Minkowski functionals. Physical Review D. 85(10), 103513.
Kratochvil, Jan M., et al. “Probing Cosmology with Weak Lensing Minkowski Functionals.” Physical Review D, vol. 85, no. 10, 103513, American Physical Society, 2012, doi:10.1103/physrevd.85.103513.
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arXiv 1109.6334