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Quantifying the Impact of LSST u-band Survey Strategy on Photometric Redshift Estimation and the Detection of Lyman-break Galaxies

Journal Article · · The Astrophysical Journal. Supplement Series
 [1];  [2];  [1];  [3];  [1];  [4];  [5];  [6];  [7];  [8]
  1. University of Washington, Seattle, WA (United States)
  2. Imperial College London (United Kingdom)
  3. Université Paris-Saclay, Gif-sur-Yvette (France)
  4. Rutgers, the State University of New Jersey, Piscataway, NJ (United States)
  5. University of Toronto, ON (Canada)
  6. Carnegie Mellon University, Pittsburgh, PA (United States)
  7. University of Pittsburgh, PA (United States)
  8. Université Paris Cité (France)
The Vera C. Rubin Observatory will conduct the Legacy Survey of Space and Time (LSST), promising to discover billions of galaxies out to redshift 7, using six photometric bands (ugrizy) spanning the near-ultraviolet to the near-infrared. The exact number of and quality of information about these galaxies will depend on survey depth in these six bands, which in turn depends on the LSST survey strategy, i.e., how often and how long to expose in each band. u-band depth is especially important for photometric redshift (photo-z) estimation and for detection of high-redshift Lyman-break galaxies (LBGs). In this paper, we use a simulated galaxy catalog and an analytic model for the LBG population to study how recent updates and proposed changes to Rubin’s u-band throughput and LSST survey strategy impact photo-z accuracy and LBG detection. We find that proposed variations in u-band strategy have a small impact on photo-z accuracy for z < 1.5 galaxies, but the outlier fraction, scatter, and bias for higher-redshift galaxies vary by up to 50%, depending on the survey strategy considered. The number of u-band dropout LBGs at z ∼ 3 is also highly sensitive to the u-band depth, varying by up to 500%, while the number of griz-band dropouts is only modestly affected. Under the new u-band strategy recommended by the Rubin Survey Cadence Optimization Committee, we predict u-band dropout number densities of 110 deg−2 (3200 deg−2) in year 1 (10) of LSST. We discuss the implications of these results for LSST cosmology.
Research Organization:
Stanford University, CA (United States); Univ. of Washington, Seattle, WA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF); USDOE Office of Science (SC), High Energy Physics (HEP)
Contributing Organization:
The LSST Dark Energy Science Collaboration
Grant/Contract Number:
AC02-05CH11231; AC02-76SF00515; SC0010008; SC0011665; SC0022083
OSTI ID:
3015209
Alternate ID(s):
OSTI ID: 3011773
Report Number(s):
DOEPRB22083
Journal Information:
The Astrophysical Journal. Supplement Series, Journal Name: The Astrophysical Journal. Supplement Series Journal Issue: 2 Vol. 281; ISSN 1538-4365; ISSN 0067-0049
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English

References (83)

Observing the First Galaxies book September 2012
Spectroscopic needs for imaging dark energy experiments journal March 2015
Simulations of the formation, evolution and clustering of galaxies and quasars journal June 2005
Array programming with NumPy journal September 2020
SciPy 1.0: fundamental algorithms for scientific computing in Python journal February 2020
Astropy: A community Python package for astronomy journal September 2013
Weak lensing magnification of SpARCS galaxy clusters journal December 2017
Planck 2018 results: VI. Cosmological parameters journal September 2020
Euclid preparation: III. Galaxy cluster detection in the wide photometric survey, performance and algorithm selection journal June 2019
Low-redshift compact star-forming galaxies as analogues of high-redshift star-forming galaxies journal February 2021
Spectroscopic Confirmation of a Population of Normal Star-forming Galaxies at Redshifts z > 3 journal May 1996
HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere journal April 2005
Multiwavelength Constraints on the Cosmic Star Formation History from Spectroscopy: The Rest‐Frame Ultraviolet, Hα, and Infrared Luminosity Functions at Redshifts 1.9 ≲ z ≲ 3.4 journal March 2008
UV-CONTINUUM SLOPES OF >4000 z ∼ 4-8 GALAXIES FROM THE HUDF/XDF, HUDF09, ERS, CANDELS-SOUTH, AND CANDELS-NORTH FIELDS journal September 2014
The Evolution of the Galaxy Rest-Frame Ultraviolet Luminosity Function over the First two Billion Years journal September 2015
The Simons Observatory: science goals and forecasts journal February 2019
Cosmology with dropout selection: straw-man surveys & CMB lensing journal October 2019
High redshift LBGs from deep broadband imaging for future spectroscopic surveys journal August 2024
Selection of high-redshift Lyman-Break Galaxies from broadband and wide photometric surveys journal May 2025
Constraining primordial non-Gaussianity with DESI 2024 LRG and QSO samples journal June 2025
Evaluation of probabilistic photometric redshift estimation approaches for The Rubin Observatory Legacy Survey of Space and Time (LSST) journal September 2020
The rest-frame UV luminosity function at z ≃ 4: a significant contribution of AGNs to the bright end of the galaxy population journal March 2020
UV and U-band luminosity functions from CLAUDS and HSC-SSP – I. Using four million galaxies to simultaneously constrain the very faint and bright regimes to z ∼ 3 journal March 2020
Mitigating contamination in LSS surveys: a comparison of methods journal March 2021
Photometric redshift uncertainties in weak gravitational lensing shear analysis: models and marginalization journal October 2022
The brightest galaxies at cosmic dawn journal January 2023
Impact of survey spatial variability on galaxy redshift distributions and the cosmological 3 × 2-point statistics for the Rubin Legacy Survey of Space and Time (LSST) journal November 2024
Evaluating cosmological biases using photometric redshifts for Type Ia Supernova cosmology with the Dark Energy Survey Supernova Program journal December 2024
Lightcone mock catalogues from semi-analytic models of galaxy formation – I. Construction and application to the BzK colour selection journal December 2012
How sensitive are predicted galaxy luminosities to the choice of stellar population synthesis model? journal February 2014
An updated analytic model for attenuation by the intergalactic medium journal June 2014
The galaxy UV luminosity function at z ≃ 2 –4; new results on faint-end slope and the evolution of luminosity density journal January 2016
The CFHT Large Area U-band Deep Survey (CLAUDS) journal September 2019
Great Optically Luminous Dropout Research Using Subaru HSC (GOLDRUSH). I. UV luminosity functions at z ∼ 4–7 derived with the half-million dropouts on the 100 deg2 sky† journal November 2017
Second data release of the Hyper Suprime-Cam Subaru Strategic Program journal October 2019
Photometric redshifts and intrinsic alignments: Degeneracies and biases in the 3×2pt analysis journal April 2024
Inverse galaxy-galaxy lensing: Magnification, intrinsic alignments, and cosmology journal December 2024
Parameter constraints from cross-correlation of CMB lensing with galaxy clustering journal June 2018
First Identification of a CMB Lensing Signal Produced by 1.5 Million Galaxies at z∼4 : Constraints on Matter Density Fluctuations at High Redshift journal August 2022
Matplotlib: A 2D Graphics Environment journal January 2007
On contamination and completeness in z≥ 5 Lyman-break galaxy surveys journal February 2008
The LSST metrics analysis framework (MAF) conference July 2014
Photometric Redshifts for Next-Generation Surveys journal August 2022
Lyman-Break Galaxies journal September 2002
The LSST-DESC 3x2pt Tomography Optimization Challenge journal October 2021
healpy: equal area pixelization and spherical harmonics transforms for data on the sphere in Python journal March 2019
Data Structures for Statistical Computing in Python conference January 2010
Jupyter Notebooks – a publishing format for reproducible computational workflows book January 2021
Photometric Redshifts with the LSST: Evaluating Survey Observing Strategies journal January 2018
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package journal August 2018
Photometric Redshifts with the LSST. II. The Impact of Near-infrared and Near-ultraviolet Photometry journal May 2020
New Determinations of the UV Luminosity Functions from z ∼ 9 to 2 Show a Remarkable Consistency with Halo Growth and a Constant Star Formation Efficiency journal July 2021
Probabilistic Forward Modeling of Galaxy Catalogs with Normalizing Flows journal July 2024
UNIONS: The Ultraviolet Near-infrared Optical Northern Survey journal November 2025
Characterization and Modeling of Contamination for Lyman Break Galaxy Samples at High Redshift journal February 2017
Lyman-break Galaxies at z ∼ 3 in the Subaru Deep Field: Luminosity Function, Clustering, and [O iii] Emission journal November 2017
Bridging Star-forming Galaxy and AGN Ultraviolet Luminosity Functions at z = 4 with the SHELA Wide-field Survey journal August 2018
LSST: From Science Drivers to Reference Design and Anticipated Data Products journal March 2019
LSST Target-of-opportunity Observations of Gravitational-wave Events: Essential and Efficient journal March 2019
Applying Information Theory to Design Optimal Filters for Photometric Redshifts journal February 2020
Sizes of Lensed Lower-luminosity z = 4–8 Galaxies from the Hubble Frontier Field Program journal March 2022
The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package* journal August 2022
On the Coevolution of the AGN and Star-forming Galaxy Ultraviolet Luminosity Functions at 3 < z < 9 journal October 2022
Measuring Cosmological Parameters with Type Ia Supernovae in redMaGiC Galaxies journal October 2022
Using Host Galaxy Photometric Redshifts to Improve Cosmological Constraints with Type Ia Supernovae in the LSST Era journal February 2023
A Holistic Exploration of the Potentially Recoverable Redshift Information of Stage IV Galaxy Surveys journal May 2025
GOLDRUSH. IV. Luminosity Functions and Clustering Revealed with ∼4,000,000 Galaxies at z ∼ 2–7: Galaxy–AGN Transition, Star Formation Efficiency, and Implication for Evolution at z > 10 journal March 2022
Optimization of the Observing Cadence for the Rubin Observatory Legacy Survey of Space and Time: A Pioneering Process of Community-focused Experimental Design journal December 2021
The Impact of Observing Strategy on Cosmological Constraints with LSST journal April 2022
A Comprehensive Study of Galaxies at z ∼ 9–16 Found in the Early JWST Data: Ultraviolet Luminosity Functions and Cosmic Star Formation History at the Pre-reionization Epoch journal February 2023
CEERS Key Paper. I. An Early Look into the First 500 Myr of Galaxy Formation with JWST journal March 2023
TomWagg/software-citation-station: v1.2 software August 2024
lsst-sims/sims_featureScheduler_runs3.5: Pre-release software August 2024
lsst-sims/sims_featureScheduler_runs3.4: Final Release software August 2024
lsst-sims/sims_featureScheduler_runs3.6: Initial Release software September 2024
lsst-sims/sims_featureScheduler_runs4.0: Initial Release software September 2024
jfcrenshaw/lbg_tools: v1.4.1 software July 2025
jfcrenshaw/u-band-strat: Quantifying the Impact of LSST u-band Survey Strategy on Photometric Redshift Estimation and the Detection of Lyman-break Galaxies software September 2025
pandas-dev/pandas: Pandas 1.0.3 software March 2020
PSTN-051: Survey Strategy and Cadence Choices for the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) dataset January 2021
PSTN-053: Survey Cadence Optimization Committee's Phase 1 Recommendations dataset January 2022
PSTN-055: Survey Cadence Optimization Committee's Phase 2 Recommendations dataset January 2023
PSTN-056: Survey Cadence Optimization Committee's Phase 3 Recommendations dataset January 2025