CMB-HD Foregrounds: Simulations, Source Detection, and Foreground Removal
astro-ph.CO, hep-ph
Submitted: 2026-09-14
Updated: 2026-09-14
Comments: 35 pages, 19 figures, 8 tables. The simulations are available at https://lambda.gsfc.nasa.gov/simulation/ultrahigh_resolution_sims.html , the simulation code is available at https://github.com/CMB-HD/hdsims , and the foreground cleaning code is available at https://github.com/CMB-HD/hdfgclean
Code: https://github.com/CMB-HD/hdsims
License: http://creativecommons.org/licenses/by/4.0/
The gist: We present simulations of the microwave sky at 2.5 arcsecond resolution over 100 square degrees, generated from existing full-sky, lower-resolution simulations, and use them to demonstrate
Terminology
Abstract
We present simulations of the microwave sky at 2.5 arcsecond resolution over 100 square degrees, generated from existing full-sky, lower-resolution simulations, and use them to demonstrate extragalactic foreground removal for a CMB-HD survey. Our cleaning method detects and removes the cosmic infrared background and radio galaxies, yielding source catalogs that are 95% complete down to flux limits of 0.008 and 0.04 mJy at 90 and 148 GHz, respectively. It also identifies and removes galaxy clusters via the thermal Sunyaev-Zel'dovich effect, producing a cluster sample that is nearly complete above M 500c = 5 times 10 13 M. After cleaning, the residual foreground-plus-noise power spectrum of the coadded 90 and 148 GHz temperature map is 50% higher than previous idealized estimates, increasing cosmological parameter uncertainties for an 11-parameter Λ CDM + N eff + sum m ν + T AGN + A kSZ + n kSZ model by less than 7%. The small impact on cosmological parameters reflects the strong constraining power of CMB polarization, the temperature-polarization cross spectra, and CMB lensing spectra reconstructed from polarization-only estimators, all of which are minimally affected by extragalactic foregrounds. In particular, the survey remains a sensitive probe of light thermal relic particles, achieving σ(N eff) = 0.0154, which can exclude any new species (ΔN eff 0.027) with at least 90% confidence. Our simulation and foreground-removal codes are publicly available and should aid the development of analysis pipelines for ultradeep, ultrahigh-resolution microwave surveys.
Sources
- The Atacama Cosmology Telescope: DR6 Power Spectra, Likelihoods and $\Lambda$CDM Parameters
- The Atacama Cosmology Telescope: DR6 Constraints on Extended Cosmological Models
- SPT-3G D1: CMB temperature and polarization power spectra and cosmology from 2019 and 2020 observations of the SPT-3G Main field
- Planck 2018 results. VI. Cosmological parameters
- The Simons Observatory: Science Goals and Forecasts for the Enhanced Large Aperture Telescope
- Snowmass2021 CMB-HD White Paper
- Cosmological Parameter Forecasts for a CMB-HD Survey
- CMB-HD as a Probe of Dark Matter on Sub-Galactic Scales
- Mitigating Foreground Bias to the CMB Lensing Power Spectrum for a CMB-HD Survey
- CMB Lensing Power Spectrum Biases from Galaxies and Clusters using High-angular Resolution Temperature Maps
- The Atacama Cosmology Telescope: DR6 Maps
- SPT-3G D1: Maps of the millimeter-wave sky from 2019 and 2020 observations of the SPT-3G Main field
- Methods for CMB map analysis
- The Websky Extragalactic CMB Simulations
- Agora: Multi-Component Simulation for Cross-Survey Science
- The FLAMINGO simulations data release
- The HalfDome Multi-Survey Cosmological Simulations: N-body Simulations
- MillimeterDL: Deep Learning Simulations of the Microwave Sky
- Five-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- The Atacama Cosmology Telescope: Two-season ACTPol Extragalactic Point Sources and their Polarization properties
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