Cross-correlating Squared kSZ and HI Intensity Fields: A Map-level ACT--MeerKAT Forecast
Abstract
The kinetic Sunyaev--Zel'dovich (kSZ) effect probes the line-of-sight momentum of free electrons, but its blackbody spectrum and velocity-dependent sign make it difficult to isolate and cause conventional cross-correlations with density tracers to vanish. In this work, we investigate the cross-correlation of the squared kSZ field with the projected squared HI intensity field using mock ACT and MeerKAT observations constructed from a Jiutian-1G simulation lightcone. We generate halo-based kSZ maps and MeerKAT-like HI brightness-temperature cubes over a 13.5∘×13.5∘ field. The simulations incorporate ACT beam smoothing and effective internal-linear-combination noise, together with the frequency-dependent MeerKAT beam, scanning strategy, map-making, and inhomogeneous thermal noise. We analyze signal-only, idealized amplitude-reconstructed, and Wiener-filtered kSZ maps. The resulting squared-field cross-correlations have diagnostic cumulative signal-to-noise ratios of approximately $3−4$. Our map-level results demonstrate the detectability of the kSZ2× HI2 correlation in future joint ACT--MeerKAT observations.
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BibTeX
@misc{jiang2026crosscorrelating,
title = {{Cross-correlating Squared kSZ and HI Intensity Fields: A Map-level ACT--MeerKAT Forecast}},
author = {Yu-Er Jiang and Yun Liu and Yan Gong and Zi-Yan Yuwen and Yin-Zhe Ma and Furen Deng and Xuelei Chen and Qi Guo},
howpublished = {arXiv},
year = {2026},
month = sep,
doi = {10.48550/arxiv.2609.36863},
eprint = {2609.36863},
archivePrefix = {arXiv},
url = {https://arxiv.org/abs/2609.36863},
}
RIS
TY - UNPB
TI - Cross-correlating Squared kSZ and HI Intensity Fields: A Map-level ACT--MeerKAT Forecast
AU - Yu-Er Jiang
AU - Yun Liu
AU - Yan Gong
AU - Zi-Yan Yuwen
AU - Yin-Zhe Ma
AU - Furen Deng
AU - Xuelei Chen
AU - Qi Guo
PY - 2026
DA - 2026/09/29
PB - arXiv
DO - 10.48550/arxiv.2609.36863
UR - https://arxiv.org/abs/2609.36863
AB - The kinetic Sunyaev--Zel'dovich (kSZ) effect probes the line-of-sight momentum of free electrons, but its blackbody spectrum and velocity-dependent sign make it difficult to isolate and cause conventional cross-correlations with density tracers to vanish. In this work, we investigate the cross-correlation of the squared kSZ field with the projected squared HI intensity field using mock ACT and MeerKAT observations constructed from a Jiutian-1G simulation lightcone. We generate halo-based kSZ maps and MeerKAT-like HI brightness-temperature cubes over a 13.5^∘×13.5^∘ field. The simulations incorporate ACT beam smoothing and effective internal-linear-combination noise, together with the frequency-dependent MeerKAT beam, scanning strategy, map-making, and inhomogeneous thermal noise. We analyze signal-only, idealized amplitude-reconstructed, and Wiener-filtered kSZ maps. The resulting squared-field cross-correlations have diagnostic cumulative signal-to-noise ratios of approximately $3−4$. Our map-level results demonstrate the detectability of the kSZ^2× HI^2 correlation in future joint ACT--MeerKAT observations.
ER -