TY - JOUR
T1 - Cross-correlating the EMU Pilot Survey 1 with CMB lensing
T2 - constraints on cosmology and galaxy bias with harmonic-space power spectra
AU - Tanidis, K.
AU - Asorey, J.
AU - Saraf, C. S.
AU - Hale, C. L.
AU - Bahr-Kalus, B.
AU - Parkinson, D.
AU - Camera, S.
AU - Norris, R. P.
AU - Hopkins, A. M.
AU - Bilicki, M.
AU - Gupta, N.
PY - 2025
Y1 - 2025
N2 - We measured the harmonic-space power spectrum of galaxy clustering auto-correlation from the Evolutionary Map of the Universe Pilot Survey 1 data (EMU PS1) and its cross-correlation with the lensing convergence map of cosmic microwave background (CMB) from Planck Public Release 4 at the linear scale range from ℓ = 2 to 500. We applied two flux density cuts at 0.18 and 0.4mJy on the radio galaxies observed at 944MHz and considered two source detection algorithms. We found the auto-correlation measurements from the two algorithms at the 0.18mJy cut to deviate for ℓ ≥ 250 due to the different criteria assumed on the source detection and decided to ignore data above this scale. We report a cross-correlation detection of EMU PS1 with CMB lensing at ∼5.5σ, irrespective of flux density cut. In our theoretical modelling we considered the SKADS and T-RECS redshift distribution simulation models that yield consistent results, a linear and a non-linear matter power spectrum, and two linear galaxy bias models. That is a constant redshift-independent galaxy bias b(z) = bg and a constant amplitude galaxy bias b(z) = bg/D(z). By fixing a cosmology model and considering a non-linear matter power spectrum with SKADS, we measured a constant galaxy bias at 0.18mJy (0.4mJy) with bg = 2.32-0.33+0.41 (2.18-0.25+0.17) and a constant amplitude bias with bg = 1.72-0.21+0.31 (1.78-0.15+0.22). When σ8 is a free parameter for the same models at 0.18mJy (0.4mJy) with the constant model we found σ8 = 0.68-0.14+0.16 (0.82 ±0.10), while with the constant amplitude model we measured σ8 = 0.61-0.20+0.18 (0.78-0.09+0.11), respectively. Our results agree at 1σ with the measurements from Planck CMB and the weak lensing surveys and also show the potential of cosmology studies with future radio continuum survey data.
AB - We measured the harmonic-space power spectrum of galaxy clustering auto-correlation from the Evolutionary Map of the Universe Pilot Survey 1 data (EMU PS1) and its cross-correlation with the lensing convergence map of cosmic microwave background (CMB) from Planck Public Release 4 at the linear scale range from ℓ = 2 to 500. We applied two flux density cuts at 0.18 and 0.4mJy on the radio galaxies observed at 944MHz and considered two source detection algorithms. We found the auto-correlation measurements from the two algorithms at the 0.18mJy cut to deviate for ℓ ≥ 250 due to the different criteria assumed on the source detection and decided to ignore data above this scale. We report a cross-correlation detection of EMU PS1 with CMB lensing at ∼5.5σ, irrespective of flux density cut. In our theoretical modelling we considered the SKADS and T-RECS redshift distribution simulation models that yield consistent results, a linear and a non-linear matter power spectrum, and two linear galaxy bias models. That is a constant redshift-independent galaxy bias b(z) = bg and a constant amplitude galaxy bias b(z) = bg/D(z). By fixing a cosmology model and considering a non-linear matter power spectrum with SKADS, we measured a constant galaxy bias at 0.18mJy (0.4mJy) with bg = 2.32-0.33+0.41 (2.18-0.25+0.17) and a constant amplitude bias with bg = 1.72-0.21+0.31 (1.78-0.15+0.22). When σ8 is a free parameter for the same models at 0.18mJy (0.4mJy) with the constant model we found σ8 = 0.68-0.14+0.16 (0.82 ±0.10), while with the constant amplitude model we measured σ8 = 0.61-0.20+0.18 (0.78-0.09+0.11), respectively. Our results agree at 1σ with the measurements from Planck CMB and the weak lensing surveys and also show the potential of cosmology studies with future radio continuum survey data.
KW - cosmology: large-scale structure of the Universe
KW - methods: data analysis
KW - radio continuum: galaxies
UR - http://www.scopus.com/inward/record.url?scp=105005649776&partnerID=8YFLogxK
U2 - 10.1017/pasa.2025.10034
DO - 10.1017/pasa.2025.10034
M3 - Article
AN - SCOPUS:105005649776
SN - 1323-3580
JO - Publications of the Astronomical Society of Australia
JF - Publications of the Astronomical Society of Australia
ER -