Semi-analytic forecasts for Roman -- the beginning of a new era of deep-wide galaxy surveys
arXiv:2210.04902 · doi:10.1093/mnras/stac3595
Abstract
The Nancy Grace Roman Space Telescope, NASA's next flagship observatory, will redefine deep-field galaxy survey with a field of view two orders of magnitude larger than Hubble and an angular resolution of matching quality. These future deep-wide galaxy surveys necessitate new simulations to forecast their scientific output and to optimise survey strategies. In this work, we present five realizations of 2-deg^2 lightcones, containing a total of >25 million simulated galaxies with -16 < MUV < -25 spanning z ~ 0 to 10. This dataset enables a new set of experiments with the impacts of survey size on the derived galaxy formation and cosmological constraints. The intrinsic and observable galaxy properties are predicted using a well-established, physics-based semi-analytic modelling approach. We provide forecasts for number density, cosmic SFR, field-to-field variance, and angular two-point correlation functions, and demonstrate how the future wide-field surveys will be able to improve these measurements relative to current generation surveys. We also present a comparison between these lightcones and others that have been constructed with empirical models. The mock lightcones are designed to facilitate the exploration of multi-instrument synergies and connecting with current generation instruments and legacy surveys. In addition to Roman, we also provide photometry for a number of other instruments on upcoming facilities, including Euclid and Rubin, as well as the instruments that are part of many legacy surveys. Full object catalogues and data tables for the results presented in this work are made available through a web-based, interactive portal https://www.simonsfoundation.org/semi-analytic-forecasts.
arXiv comment25 pages, 16 figures. Accepted for publication in MNRAS
References in corpus (124)
- 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
- Planck 2015 results. XIII. Cosmological parameters
- Stellar population synthesis at the resolution of 2003
- A Universal Density Profile from Hierarchical Clustering
- Galactic Stellar and Substellar Initial Mass Function
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The cosmological simulation code GADGET-2
- The Dust Content and Opacity of Actively Star-Forming Galaxies
- Cosmic Star Formation History
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- Statistical Properties of X-ray Clusters: Analytic and Numerical Comparisons
- The Average Star Formation Histories of Galaxies in Dark Matter Halos from z=0-8
- CANDELS: The Cosmic Assembly Near-infrared Deep Extragalactic Legacy Survey
- CANDELS: The Cosmic Assembly Near-infrared Deep Extragalactic Legacy Survey - The Hubble Space Telescope Observations, Imaging Data Products and Mosaics
- High Redshift Galaxies in the Hubble Deep Field. Color Selection and Star Formation History to z=4
- The James Webb Space Telescope
- The propagation of uncertainties in stellar population synthesis modeling I: The relevance of uncertain aspects of stellar evolution and the IMF to the derived physical properties of galaxies
- The Star Formation Law in Nearby Galaxies on Sub-Kpc Scales
- The Rockstar Phase-Space Temporal Halo Finder and the Velocity Offsets of Cluster Cores
- Physical Models of Galaxy Formation in a Cosmological Framework
- Revisiting the Scaling Relations of Black Hole Masses and Host Galaxy Properties
- UV Luminosity Functions at redshifts z~4 to z~10: 10000 Galaxies from HST Legacy Fields
- UniverseMachine: The Correlation between Galaxy Growth and Dark Matter Halo Assembly from z=0-10
- The ages and metallicities of galaxies in the local universe
- A Semi-Analytic Model for the Co-evolution of Galaxies, Black Holes, and Active Galactic Nuclei
- Semi-Analytic Modelling of Galaxy Formation: The Local Universe
- MultiDark simulations: the story of dark matter halo concentrations and density profiles
- The Hubble Ultra Deep Field
- The Connection between Galaxies and their Dark Matter Halos
- The Evolution of the Galaxy Rest-Frame Ultraviolet Luminosity Function Over the First Two Billion Years
- Theoretical Challenges in Galaxy Formation
- Galaxy formation in the Planck Cosmology - I. Matching the observed evolution of star formation rates, colours and stellar masses
- Gravitationally Consistent Halo Catalogs and Merger Trees for Precision Cosmology
- The Mass-Metallicity Relation with the Direct Method on Stacked Spectra of SDSS Galaxies
- The Abundance of Star-Forming Galaxies in the Redshift Range 8.5 to 12: New Results from the 2012 Hubble Ultra Deep Field Campaign
- The Dearth of z~10 Galaxies in all HST Legacy Fields -- The Rapid Evolution of the Galaxy Population in the First 500 Myr
- How to Plant a Merger Tree
- Cosmic Variance and Its Effect on the Luminosity Function Determination in Deep High z Surveys
- Galacticus: A Semi-Analytic Model of Galaxy Formation
- A Long Time Ago in a Galaxy Far, Far Away: A Candidate z ~ 12 Galaxy in Early JWST CEERS Imaging
- Evolution of the Galaxy - Dark Matter Connection and the Assembly of Galaxies in Dark Matter Halos
- A Budget and Accounting of Metals at z~0: Results from the COS-Halos Survey
- The Evolution of the Galaxy Stellar Mass Function at z= 4-8: A Steepening Low-mass-end Slope with Increasing Redshift
- The HST eXtreme Deep Field XDF: Combining all ACS and WFC3/IR Data on the HUDF Region into the Deepest Field Ever
- Cosmic Variance in the Great Observatories Origins Deep Survey
- The massive end of the luminosity and stellar mass functions: Dependence on the fit to the light profile
- A Cosmic Variance Cookbook
- The mass evolution of the first galaxies: stellar mass functions and star formation rates at in the CANDELS GOODS-South field
- Probing the Dawn of Galaxies at z~9-12: New Constraints from HUDF12/XDF and CANDELS Data
- The Galaxy-Halo Connection Over The Last 13.3 Gyrs
- Halo and Subhalo Demographics with Planck Cosmological Parameters: Bolshoi-Planck and MultiDark-Planck Simulations
- Galaxy Properties from the Ultra-violet to the Far-Infrared: Lambda-CDM models confront observations
- The z = 9-10 galaxy population in the Hubble Frontier Fields and CLASH surveys: The z=9 LF and further evidence for a smooth decline in UV luminosity at z >= 8
- Introducing the THESAN project: radiation-magnetohydrodynamic simulations of the epoch of reionization
- The Horizon-AGN simulation: evolution of galaxy properties over cosmic time
- Environmental Dependence of the Kennicutt-Schmidt Relation in Galaxies
- On the Stellar Populations of Galaxies at z=9-11: The Growth of Metals and Stellar Mass at Early Times
- Great Optically Luminous Dropout Research Using Subaru HSC (GOLDRUSH). I. UV Luminosity Functions at Derived with the Half-Million Dropouts on the 100 deg Sky
- Star Formation in Semi-Analytic Galaxy Formation Models with Multiphase Gas
- Corrfunc --- A Suite of Blazing Fast Correlation Functions on the CPU
- Evolution of the atomic and molecular gas content of galaxies
- SubHaloes going Notts: The SubHalo-Finder Comparison Project
- The Correlation of Star Formation Quenching with Internal Galaxy Properties and Environment
- Semi-analytic forecasts for JWST - I. UV luminosity functions at z = 4 - 10
- The Chemical Evolution of Star-Forming Galaxies Over the Last 11 Billion Years
- The JWST Extragalactic Mock Catalog: Modeling galaxy populations from the UV through the near-IR over thirteen billion years of cosmic history
- The 2012 Hubble Ultra Deep Field (UDF12): Observational Overview
- Essential physics of early galaxy formation
- First Results from the Lyman Alpha Galaxies in the Epoch of Reionization (LAGER) Survey: Cosmological Reionization at z ~ 7
- High redshift JWST predictions from IllustrisTNG: Dust modelling and galaxy luminosity functions
- Cold gas properties of the Herschel Reference Survey. I. 12CO(1-0) and HI data
- The Universe at z>10: Predictions for JWST from the UniverseMachine DR1
- NIHAO XV: The environmental impact of the host galaxy on galactic satellite and field dwarf galaxies
- GOLDRUSH. II. Clustering of Galaxies at Revealed with the Half-Million Dropouts Over the 100 deg Area Corresponding to 1 Gpc
- Mergers and Mass Accretion for Infalling Halos Both End Well Outside Cluster Virial Radii
- Evolution of Stellar-to-Halo Mass Ratio at z=0-7 Identified by Clustering Analysis with the Hubble Legacy Imaging and Early Subaru/Hyper Suprime-Cam Survey Data
- A Census of the Bright z=8.5-11 Universe with the Hubble and Spitzer Space Telescopes in the CANDELS Fields
- L-GALAXIES 2020: Spatially resolved cold gas phases, star formation and chemical enrichment in galactic discs
- Semi-analytic forecasts for JWST -- II. physical properties and scaling relations for galaxies at z = 4-10
- A Search for H-Dropout Lyman Break Galaxies at z~12-16
- GOLDRUSH. III. A Systematic Search of Protoclusters at Based on the Area
- Massive Close Pairs Measure Rapid Galaxy Assembly in Mergers at High Redshift
- Quantifying scatter in galaxy formation at the lowest masses
- Going, going, gone dark: Quantifying the scatter in the faintest dwarf galaxies
- Euclid preparation. XVIII. The NISP photometric system
- The Spitzer-HETDEX Exploratory Large-Area Survey
- Semi-analytic forecasts for JWST -- IV. Implications for cosmic reionization and LyC escape fraction
- The art of modeling CO, [CI], and [CII] in cosmological galaxy formation models
- The ALMA Spectroscopic Survey in the HUDF: the molecular gas content of galaxies and tensions with IllustrisTNG and the Santa Cruz SAM
- The evolution of the star formation rate function in the EAGLE simulations: A comparison with UV, IR and H observations from z ~ 8 to z ~ 0
- First Light And Reionisation Epoch Simulations (FLARES) V: The redshift frontier
- LAGER Ly Luminosity Function at , Implications for Reionization
- Predictions for deep galaxy surveys with JWST from CDM
- Early galaxy formation in warm dark matter cosmologies
- Galaxy formation with L-GALAXIES: Modelling the environmental dependency of galaxy evolution and comparing with observations
- The Ly Luminosity Function and Cosmic Reionization at 7.0: a Tale of Two LAGER Fields
- A Lightcone Catalogue from the Millennium-XXL Simulation
- Semi-analytic forecasts for JWST -- VI. Simulated lightcones and galaxy clustering predictions
- The Millennium Run Observatory: First Light
- The Theoretical Astrophysical Observatory: Cloud-Based Mock Galaxy Catalogues
- Mock Lightcones and Theory Friendly Catalogs for the CANDELS Survey
- PRIMUS+DEEP2: The Dependence of Galaxy Clustering on Stellar Mass and Specific Star Formation Rate at 0.2 < z < 1.2
- Semi-analytic forecasts for JWST -- III. Intrinsic production efficiency of Lyman-continuum radiation
- Semi-analytic forecasts for JWST -- V. AGN luminosity functions and helium reionization at z = 2-7
- Dust Extinction and Metallicities of Star-Forming Lyman Alpha Emitting Galaxies at Low Redshift
- First results from SMAUG: The need for preventative stellar feedback and improved baryon cycling in semi-analytic models of galaxy formation
- An empirical representation of a physical model for the ISM [CII], CO, and [CI] emission at redshift
- Dark Matter Halo Models of Stellar Mass-Dependent Galaxy Clustering in PRIMUS+DEEP2 at 0.2<z<1.2
- Multitracer cosmological line intensity mapping mock lightcone simulation
- Cosmic variance of galaxies: Prediction from BlueTides
- Deep Realistic Extragalactic Model (DREaM) Galaxy Catalogs: Predictions for a Roman Ultra-Deep Field
- Discovery of a z = 7.452 High Equivalent Width Lyman-α Emitter from the Hubble Space Telescope Faint Infrared Grism Survey
- The evolution of the star formation rate function and cosmic star formation rate density of galaxies at
- Radio and Far-IR Emission Associated with a Massive Star-forming Galaxy Candidate at z6.8: A Radio-Loud AGN in the Reionization Era?
- Bridging Star-Forming Galaxy and AGN Ultraviolet Luminosity Functions at with the SHELA Wide-Field Survey
- Clustering with JWST: Constraining Galaxy Host Halo Masses, Satellite Quenching Efficiencies, and Merger Rates at z=4-10
- Galaxy Formation in the Santa Cruz semi-analytic model compared with IllustrisTNG -- I. Galaxy scaling relations, dispersions, and residuals at z=0
- The Spitzer-HETDEX Exploratory Large Area Survey II: Dark Energy Camera and Spitzer/IRAC Multiwavelength Catalog
- The NEWFIRM HETDEX Survey: Photometric Catalog and a Conservative Sample of Massive Quiescent Galaxies at z=3-5 over 17.5 deg^2 in the SHELA Field
- First Light And Reionisation Epoch Simulations (FLARES) VI: The colour evolution of galaxies
- Mock Galaxy Surveys for HST and JWST from the IllustrisTNG Simulations
- Galaxy Correlation Function and Local Density from Photometric Redshifts Using the Stochastic Order Redshift Technique (SORT)
Cited by in corpus (15)
- A CEERS Discovery of an Accreting Supermassive Black Hole 570 Myr after the Big Bang: Identifying a Progenitor of Massive z > 6 Quasars
- Spectroscopic confirmation of two luminous galaxies at
- The ultraviolet continuum slopes () of galaxies at from JWST and ground-based near-infrared imaging
- Redshift-dependent galaxy formation efficiency at in the FirstLight simulations
- The MillenniumTNG Project: Semi-analytic galaxy formation models on the past lightcone
- The Manhattan Suite: Accelerated galaxy evolution in the early Universe
- FORECAST: a flexible software to forward model cosmological hydrodynamical simulations mimicking real observations
- : A generative, fast, and differentiable halo model for wide-field galaxy surveys
- Fast generation of mock galaxy catalogues with COLA
- Disentangling the co-evolution of galaxies and supermassive black holes with PRIMA
- FLORAH: A generative model for halo assembly histories
- Extended Enriched Gas in a Multi-Galaxy Merger at Redshift 6.7
- A High-resolution Far-infrared Survey to Probe Black Hole-Galaxy Co-evolution
- A Conditional Abundance Matching Method of Extending Simulated Halo Merger Trees to Resolve Low-Mass Progenitors and Sub-halos
- A Non-parametric Method for the Inference of Halo Occupation Distributions