TY - JOUR
T1 - The Atacama Cosmology Telescope
T2 - Large-scale velocity reconstruction with the kinematic Sunyaev-Zel'dovich effect and DESI LRGs
AU - McCarthy, Fiona
AU - Battaglia, Nicholas
AU - Bean, Rachel
AU - Richard Bond, J.
AU - Cai, Hongbo
AU - Calabrese, Erminia
AU - Coulton, William R.
AU - Devlin, Mark J.
AU - Dunkley, Jo
AU - Ferraro, Simone
AU - Gluscevic, Vera
AU - Guan, Yilun
AU - Colin Hill, J.
AU - Johnson, Matthew C.
AU - Kusiak, Aleksandra
AU - Laguë, Alex
AU - MacCrann, Niall
AU - Madhavacheril, Mathew S.
AU - Moodley, Kavilan
AU - Naess, Sigurd
AU - Qu, Frank J.
AU - Guachalla, Bernardita Ried
AU - Sehgal, Neelima
AU - Sherwin, Blake D.
AU - Sifón, Cristóbal
AU - Smith, Kendrick M.
AU - Staggs, Suzanne T.
AU - van Engelen, Alexander
AU - Vavagiakis, Eve M.
AU - Wollack, Edward J.
N1 - Publisher Copyright:
© 2025 The Author(s)
PY - 2025/5/1
Y1 - 2025/5/1
N2 - The kinematic Sunyaev-Zel'dovich (kSZ) effect induces a non-zero density-density-temperature bispectrum, which we can use to reconstruct the large-scale velocity field from a combination of cosmic microwave background (CMB) and galaxy density measurements, in a procedure known as “kSZ velocity reconstruction”. This method has been forecast to constrain large-scale modes with future galaxy and CMB surveys, improving their measurement beyond what is possible with the galaxy surveys alone. Such measurements will enable tighter constraints on large-scale signals such as primordial non-Gaussianity, deviations from homogeneity, and modified gravity. In this work, we demonstrate a statistically significant measurement of kSZ velocity reconstruction for the first time, by applying quadratic estimators to the combination of the ACT DR6 CMB+kSZ map and the DESI LRG galaxies (with photometric redshifts) in order to reconstruct the velocity field. We do so using a formalism appropriate for the 2-dimensional projected galaxy fields that we use, which naturally incorporates the curved-sky effects important on the largest scales. We find evidence for the signal by cross-correlating with an external estimate of the velocity field from the spectroscopic BOSS survey and rejecting the null (no-kSZ) hypothesis at 3.8σ. Our work presents a first step towards the use of this observable for cosmological analyses.
AB - The kinematic Sunyaev-Zel'dovich (kSZ) effect induces a non-zero density-density-temperature bispectrum, which we can use to reconstruct the large-scale velocity field from a combination of cosmic microwave background (CMB) and galaxy density measurements, in a procedure known as “kSZ velocity reconstruction”. This method has been forecast to constrain large-scale modes with future galaxy and CMB surveys, improving their measurement beyond what is possible with the galaxy surveys alone. Such measurements will enable tighter constraints on large-scale signals such as primordial non-Gaussianity, deviations from homogeneity, and modified gravity. In this work, we demonstrate a statistically significant measurement of kSZ velocity reconstruction for the first time, by applying quadratic estimators to the combination of the ACT DR6 CMB+kSZ map and the DESI LRG galaxies (with photometric redshifts) in order to reconstruct the velocity field. We do so using a formalism appropriate for the 2-dimensional projected galaxy fields that we use, which naturally incorporates the curved-sky effects important on the largest scales. We find evidence for the signal by cross-correlating with an external estimate of the velocity field from the spectroscopic BOSS survey and rejecting the null (no-kSZ) hypothesis at 3.8σ. Our work presents a first step towards the use of this observable for cosmological analyses.
KW - Sunyaev-Zeldovich effect
KW - cosmic web
KW - galaxy surveys
UR - https://www.scopus.com/pages/publications/105006677863
U2 - 10.1088/1475-7516/2025/05/057
DO - 10.1088/1475-7516/2025/05/057
M3 - Article
AN - SCOPUS:105006677863
SN - 1475-7516
VL - 2025
JO - Journal of Cosmology and Astroparticle Physics
JF - Journal of Cosmology and Astroparticle Physics
IS - 5
M1 - 057
ER -