Unveiling the evolution of the CO excitation ladder through cross-correlation of CONCERTO-like experiments and galaxy redshift surveys

Context. While acting as a foreground for [CII] line intensity mapping (LIM) experiments, rotational CO transitions serve as valuable indicators of the physical conditions of cold gas in the interstellar media of galaxies at lower redshifts. It is also essential to study these transitions to enhance component separation methods as LIM experiments improve in sensitivity. Aims. Until now, galaxy-evolution models have been used to predict the total LIM CO signal across all transitions. This study investigates the potential of cross-correlating millimeter-wave LIM data with spectroscopic galaxy surveys to constrain individual CO line contributions. We aim to measure the CO-background spectral-line energy distribution (SLED) and the cosmic molecular gas density ρ H2 ( z ) up to z = 3. Methods. We constructed 12 light cones of 9-deg 2 from the Simulated Infrared Extragalactic Sky (SIDES) simulation. By analyzing the amplitude ratios of the cross-power spectra between various CO transitions and the galaxy density field, we recovered the CO background SLED. We then combined the derived SLED with the bias-weighted line intensities to estimate ρ H2 ( z ). Finally, we assess the feasibility of measuring the CO(4–3) cross-power spectra with a CONCERTO-like experiment. Results. Using a realistic depth for a spectroscopic survey, this work accurately recovers the CO background SLED up to J up = 6, with uncertainties ≤20%. Then, reconstructing ρ H2 , from millimeter-LIM experiments requires introducing an excitation correction relative to CO(1–0). We demonstrate that interloper-induced variance does not prevent precise estimation of ρ H2 . Using the two-star-formation-mode model of SIDES, we show that starbursts contribute significantly to the SLED at J up ≥ 6, but they do not significantly bias the estimation of ρ H2 from upper 2 ≤ J up ≤ 6 transitions. However, CONCERTO lacks the sensitivity to detect the CO × galaxy cross-power at relevant scales, even under ideal survey conditions.

Authors

Institutions

Publication Details

Journal
Astronomy and Astrophysics
Published
2025-10-11
DOI
https://doi.org/10.1051/0004-6361/202554663
Primary Topic
Gamma-ray bursts and supernovae
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Unveiling the evolution of the CO excitation ladder through cross-correlation of CONCERTO-like experiments and galaxy redshift surveys

M. Van Cuyck, G. Lagache, M. Béthermin, A. Beelen
Astronomy and Astrophysics
Gamma-ray bursts and supernovae
article

Unveiling the evolution of the CO excitation ladder through cross-correlation of CONCERTO-like experiments and galaxy redshift surveys

M. Van Cuyck, G. Lagache, M. Béthermin, A. Beelen
article en

Abstract

Context. While acting as a foreground for [CII] line intensity mapping (LIM) experiments, rotational CO transitions serve as valuable indicators of the physical conditions of cold gas in the interstellar media of galaxies at lower redshifts. It is also essential to study these transitions to enhance component separation methods as LIM experiments improve in sensitivity. Aims. Until now, galaxy-evolution models have been used to predict the total LIM CO signal across all transitions. This study investigates the potential of cross-correlating millimeter-wave LIM data with spectroscopic galaxy surveys to constrain individual CO line contributions. We aim to measure the CO-background spectral-line energy distribution (SLED) and the cosmic molecular gas density ρ H2 ( z ) up to z = 3. Methods. We constructed 12 light cones of 9-deg 2 from the Simulated Infrared Extragalactic Sky (SIDES) simulation. By analyzing the amplitude ratios of the cross-power spectra between various CO transitions and the galaxy density field, we recovered the CO background SLED. We then combined the derived SLED with the bias-weighted line intensities to estimate ρ H2 ( z ). Finally, we assess the feasibility of measuring the CO(4–3) cross-power spectra with a CONCERTO-like experiment. Results. Using a realistic depth for a spectroscopic survey, this work accurately recovers the CO background SLED up to J up = 6, with uncertainties ≤20%. Then, reconstructing ρ H2 , from millimeter-LIM experiments requires introducing an excitation correction relative to CO(1–0). We demonstrate that interloper-induced variance does not prevent precise estimation of ρ H2 . Using the two-star-formation-mode model of SIDES, we show that starbursts contribute significantly to the SLED at J up ≥ 6, but they do not significantly bias the estimation of ρ H2 from upper 2 ≤ J up ≤ 6 transitions. However, CONCERTO lacks the sensitivity to detect the CO × galaxy cross-power at relevant scales, even under ideal survey conditions.

Astronomy and AstrophysicsVol. 707
Aix-Marseille Université (FR), Observatoire astronomique de Strasbourg (FR)
Openalex Percentile: Top 80%
Gamma-ray bursts and supernovae
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.