CoLoRe: fast cosmological realisations over large volumes with multiple tracers
arXiv:2111.05069 · doi:10.1088/1475-7516/2022/05/002
Abstract
We present CoLoRe, a public software package to efficiently generate synthetic realisations of multiple cosmological surveys. CoLoRe can simulate the growth of structure with different degrees of accuracy, with the current implementation supporting lognormal fields, first, and second order Lagrangian perturbation theory. CoLoRe simulates the density field on an all-sky light-cone up to a desired maximum redshift, and uses it to generate multiple 2D and 3D maps: galaxy positions and velocities, lensing (shear, magnification, convergence), integrated Sachs-Wolfe effect, line intensity mapping, and line of sight skewers for simulations of the Lyman- forest. We test the accuracy of the simulated maps against analytical theoretical predictions, and showcase its performance with a multi-survey simulation including DESI galaxies and quasars, LSST galaxies and lensing, and SKA intensity mapping and radio galaxies. We expect CoLoRe to be particularly useful in studies aiming to characterise the impact of systematics in multi-experiment analyses, quantify the covariance between different datasets, and test cross-correlation pipelines for near-future surveys.
arXiv commentAccepted for publication in JCAP. Minor changes with respect to v1 and updated list of references. Code available at https://github.com/damonge/CoLoRe
References in corpus (52)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Astropy: A Community Python Package for Astronomy
- The NumPy array: a structure for efficient numerical computation
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- HEALPix -- a Framework for High Resolution Discretization, and Fast Analysis of Data Distributed on the Sphere
- The 6dF Galaxy Survey: Baryon Acoustic Oscillations and the Local Hubble Constant
- Weak Gravitational Lensing
- The 2dF Galaxy Redshift Survey: Power-spectrum analysis of the final dataset and cosmological implications
- Large-Scale Structure of the Universe and Cosmological Perturbation Theory
- The Simons Observatory: Science goals and forecasts
- The DESI Experiment Part I: Science,Targeting, and Survey Design
- Weak Gravitational Lensing of the CMB
- Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report
- A unified pseudo- framework
- The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Baryon acoustic oscillations with Lyman- forests
- Solving Large Scale Structure in Ten Easy Steps with COLA
- A semi-empirical simulation of the extragalactic radio continuum sky for next generation radio telescopes
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: a large sample of mock galaxy catalogues
- Cosmology with Phase 1 of the Square Kilometre Array; Red Book 2018: Technical specifications and performance forecasts
- B-modes in cosmic shear from source redshift clustering
- The WiggleZ Dark Energy Survey: testing the cosmological model with baryon acoustic oscillations at z=0.6
- FastPM: a new scheme for fast simulations of dark matter and halos
- Corrfunc --- A Suite of Blazing Fast Correlation Functions on the CPU
- EZmocks: extending the Zel'dovich approximation to generate mock galaxy catalogues with accurate clustering statistics
- PTHalos: A fast method for generating mock galaxy distributions
- Mock galaxy catalogs using the quick particle mesh method
- Modelling Baryon Acoustic Oscillations with Perturbation Theory and Stochastic Halo Biasing
- HIRAX: A Probe of Dark Energy and Radio Transients
- Improving lognormal models for cosmological fields
- Fast Large Volume Simulations of the 21 cm Signal from the Reionization and pre-Reionization Epochs
- The Websky Extragalactic CMB Simulations
- ICE-COLA: Towards fast and accurate synthetic galaxy catalogues optimizing a quasi -body method
- The mass-Peak Patch algorithm for fast generation of deep all-sky dark matter halo catalogues and its N-Body validation
- Probing dark energy with baryonic oscillations and future radio surveys of neutral Hydrogen
- Fast simulations for intensity mapping experiments
- Recovering the nonlinear density field from the galaxy distribution with a Poisson-Lognormal filter
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: mock galaxy catalogues for the low-redshift sample
- Tomographic galaxy clustering with the Subaru Hyper Suprime-Cam first year public data release
- Baryonic acoustic oscillations from 21cm intensity mapping: the Square Kilometre Array case
- HALOGEN: A tool for fast generation of mock halo catalogues
- The evolution of the luminosity functions in the FORS Deep Field from low to high redshift: II. The red bands
- Generating Log-normal Mock Catalog of Galaxies in Redshift Space
- PINOCCHIO and the hierarchical build-up of dark matter haloes
- LyaCoLoRe: Synthetic Datasets for Current and Future Lyman- Forest BAO Surveys
- Stochastic gravitational wave background anisotropies in the mHz band: astrophysical dependencies
- Generating mock data sets for large-scale Lyman-α forest correlation measurements
- Simulated multi-tracer analyses with HI intensity mapping
- Weak Lensing of Intensity Mapping: the Cosmic Infrared Background
- ICE-COLA: fast simulations for weak lensing observables
- Simulations of BAO reconstruction with a quasar Lyman-alpha survey
- Gravitational Lensing of Cosmological 21cm Emission
- Ray-tracing log-normal simulation for weak gravitational lensing: application to the cross-correlation with galaxies
Cited by in corpus (18)
- DESI 2024 IV: Baryon Acoustic Oscillations from the Lyman Alpha Forest
- Constraints on the cosmic expansion rate at redshift 2.3 from the Lyman- forest
- GLASS: Generator for Large Scale Structure
- The 3D Lyman- Forest Power Spectrum from eBOSS DR16
- Constraining a late time transition of using low-z galaxy survey data
- The Alcock-Paczyński effect from Lyman- forest correlations: Analysis validation with synthetic data
- Probing cosmic isotropy in the Local Universe
- Synthetic spectra for Lyman- forest analysis in the Dark Energy Spectroscopic Instrument
- Direct cosmological inference from three-dimensional correlations of the Lyman- forest
- A multi-tracer empirically-driven approach to line-intensity mapping lightcones
- Baryon acoustic scale at $z_{\eff} = 0.166$ with the SDSS blue galaxies
- Probing the cosmic web in Ly emission over large scales: an Intensity Mapping forecast for DECaLS/BASS and DESI
- Fast Simulation of Cosmological Neutral Hydrogen based on the Halo Model
- Angular Correlation Function from sample covariance with BOSS and eBOSS LRG
- The Lyman- Forest from LBGs: First 3D Correlation Measurement with DESI and Prospects for Cosmology
- Influence of photometric galaxies redshift distribution in BAO estimation
- Optimal data compression for Lyman- forest cosmology
- Bridging Simulations and EFT: A Hybrid Model of the Lyman-Alpha Forest Field