TY - JOUR
T1 - Exploiting non-linear scales in galaxy-galaxy lensing and galaxy clustering
T2 - A forecast for the dark energy survey
AU - Salcedo, Andrés N.
AU - Weinberg, David H.
AU - Wu, Hao Yi
AU - Wibking, Benjamin D.
N1 - Publisher Copyright:
© 2022 The Author(s).
PY - 2022/3/1
Y1 - 2022/3/1
N2 - The combination of g alaxy-g alaxy lensing (GGL) and g alaxy clustering is a powerful probe of low-redshift matter clustering, especially if it is extended to the non-linear regime. To this end, we use an N -body and halo occupation distribution (HOD) emulator method to model the redMaGiC sample of colour-selected passive galaxies in the Dark Energy Surv e y (DES), adding parameters that describe central galaxy incompleteness, galaxy assembly bias, and a scale-independent multiplicative lensing bias A lens . We use this emulator to forecast cosmological constraints attainable from the GGL surface density profile ΔΣ( r p ) and the projected galaxy correlation function w p , gg ( r p ) in the final (Year 6) DES data set o v er scales r p = 0 . 3 -30 . 0 h -1 Mpc . For a 3 per cent prior on A lens we forecast precisions of 1 . 9 per cent , 2 . 0 per cent , and 1 . 9 per cent on Ωm , σ8 , and S 8 ≡σ8 Ω0 . 5 m , marginalized o v er all halo occupation distribution (HOD) parameters as well as A lens . Adding scales r p = 0 . 3 -3 . 0 h -1 Mpc impro v es the S 8 precision by a factor of ∼1.6 relative to a large scale (3 . 0 -30 . 0 h -1 Mpc ) analysis, equi v alent to increasing the surv e y area by a factor of ∼2.6. Sharpening the A lens prior to 1 per cent further impro v es the S 8 precision to 1 . 1 per cent , and it amplifies the gain from including non-linear scales. Our emulator achie ves per cent-le v el accurac y similar to the projected DES statistical uncertainties, demonstrating the feasibility of a fully non-linear analysis. Obtaining precise parameter constraints from multiple galaxy types and from measurements that span linear and non-linear clustering offers many opportunities for internal cross-checks, which can diagnose systematics and demonstrate the robustness of cosmological results.
AB - The combination of g alaxy-g alaxy lensing (GGL) and g alaxy clustering is a powerful probe of low-redshift matter clustering, especially if it is extended to the non-linear regime. To this end, we use an N -body and halo occupation distribution (HOD) emulator method to model the redMaGiC sample of colour-selected passive galaxies in the Dark Energy Surv e y (DES), adding parameters that describe central galaxy incompleteness, galaxy assembly bias, and a scale-independent multiplicative lensing bias A lens . We use this emulator to forecast cosmological constraints attainable from the GGL surface density profile ΔΣ( r p ) and the projected galaxy correlation function w p , gg ( r p ) in the final (Year 6) DES data set o v er scales r p = 0 . 3 -30 . 0 h -1 Mpc . For a 3 per cent prior on A lens we forecast precisions of 1 . 9 per cent , 2 . 0 per cent , and 1 . 9 per cent on Ωm , σ8 , and S 8 ≡σ8 Ω0 . 5 m , marginalized o v er all halo occupation distribution (HOD) parameters as well as A lens . Adding scales r p = 0 . 3 -3 . 0 h -1 Mpc impro v es the S 8 precision by a factor of ∼1.6 relative to a large scale (3 . 0 -30 . 0 h -1 Mpc ) analysis, equi v alent to increasing the surv e y area by a factor of ∼2.6. Sharpening the A lens prior to 1 per cent further impro v es the S 8 precision to 1 . 1 per cent , and it amplifies the gain from including non-linear scales. Our emulator achie ves per cent-le v el accurac y similar to the projected DES statistical uncertainties, demonstrating the feasibility of a fully non-linear analysis. Obtaining precise parameter constraints from multiple galaxy types and from measurements that span linear and non-linear clustering offers many opportunities for internal cross-checks, which can diagnose systematics and demonstrate the robustness of cosmological results.
KW - Cosmology: Theory
KW - Dark matter
KW - Large-scale structure of Universe
KW - Methods: numerical
UR - http://www.scopus.com/inward/record.url?scp=85125307951&partnerID=8YFLogxK
U2 - 10.1093/mnras/stab3793
DO - 10.1093/mnras/stab3793
M3 - Article
SN - 0035-8711
VL - 510
SP - 5376
EP - 5391
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 4
ER -