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Title: The Impact of Observing Strategy on Cosmological Constraints with LSST

Journal Article · · The Astrophysical Journal. Supplement Series
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The generation-defining Vera C. Rubin Observatory will make state-of-the-art measurements of both the static and transient universe through its Legacy Survey for Space and Time (LSST). With such capabilities, it is immensely challenging to optimize the LSST observing strategy across the survey's wide range of science drivers. Many aspects of the LSST observing strategy relevant to the LSST Dark Energy Science Collaboration, such as survey footprint definition, single-visit exposure time, and the cadence of repeat visits in different filters, are yet to be finalized. Here, we present metrics used to assess the impact of observing strategy on the cosmological probes considered most sensitive to survey design; these are large-scale structure, weak lensing, type Ia supernovae, kilonovae, and strong lens systems (as well as photometric redshifts, which enable many of these probes). We evaluate these metrics for over 100 different simulated potential survey designs. Our results show that multiple observing strategy decisions can profoundly impact cosmological constraints with LSST; these include adjusting the survey footprint, ensuring repeat nightly visits are taken in different filters, and enforcing regular cadence. We provide public code for our metrics, which makes them readily available for evaluating further modifications to the survey design. We conclude with a set of recommendations and highlight observing strategy factors that require further research.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Carnegie Mellon Univ., Pittsburgh, PA (United States); Univ. of Michigan, Ann Arbor, MI (United States)
Sponsoring Organization:
USDOE Office of Science (SC), High Energy Physics (HEP)
Contributing Organization:
LSST Dark Energy Science Collaboration
Grant/Contract Number:
AC02-07CH11359; SC0010118; AC02-05CH11231; SC0019193
OSTI ID:
1831975
Alternate ID(s):
OSTI ID: 1906902; OSTI ID: 1923766; OSTI ID: 1983569
Report Number(s):
FERMILAB-PUB-21-558-SCD; arXiv:2104.05676; oai:inspirehep.net:1857922; TRN: US2216694
Journal Information:
The Astrophysical Journal. Supplement Series, Vol. 259, Issue 2; ISSN 0067-0049
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English

References (86)

A two per cent Hubble constant measurement from standard sirens within five years journal October 2018
High-redshift supernova rates measured with the gravitational telescope A 1689 journal October 2016
First data release of the Hyper Suprime-Cam Subaru Strategic Program journal October 2017
A HIGHLY MAGNIFIED SUPERNOVA AT z = 1.703 BEHIND THE MASSIVE GALAXY CLUSTER A1689 journal October 2011
The Hyper Suprime-Cam software pipeline journal October 2017
Correlated fluctuations in luminosity distance and the importance of peculiar motion in supernova surveys journal June 2006
HOLISMOKES: VII. Time-delay measurement of strongly lensed Type Ia supernovae using machine learning journal February 2022
The effect of photometric redshift uncertainties on galaxy clustering and baryonic acoustic oscillations journal April 2018
Near-IR search for lensed supernovae behind galaxy clusters: II. First detection and future prospects journal August 2009
GALACTIC EXTINCTION AND REDDENING FROM THE SOUTH GALACTIC CAP u -BAND SKY SURVEY: u -BAND GALAXY NUMBER COUNTS AND ur COLOR DISTRIBUTION journal January 2017
Gravitational microlensing by the galactic halo journal May 1986
Three Gravitationally Lensed Supernovae Behind Clash Galaxy Clusters journal April 2014
Gravitationally lensed quasars and supernovae in future wide-field optical imaging surveys: Lensed quasars and supernovae journal April 2010
iPTF16geu: A multiply imaged, gravitationally lensed type Ia supernova journal April 2017
Strongly Lensed Supernovae in Well-Studied Galaxy Clusters with the Vera C. Rubin Observatory journal November 2020
Magnified or multiply imaged? – Search strategies for gravitationally lensed supernovae in wide-field surveys journal June 2019
HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere journal April 2005
H0LiCOW – I. H0 Lenses in COSMOGRAIL's Wellspring: program overview journal February 2017
4MOST Consortium Survey 10: The Time-Domain Extragalactic Survey (TiDES) text January 2019
ALTSched: Improved Scheduling for Time-domain Science with LSST journal September 2019
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
Exploring Short Gamma-Ray Bursts as Gravitational-Wave Standard Sirens journal November 2010
The DES Science Verification weak lensing shear catalogues journal May 2016
On the Possibility of Determining Hubble's Parameter and the Masses of Galaxies from the Gravitational Lens Effect journal September 1964
Lightcone mock catalogues from semi-analytic models of galaxy formation – I. Construction and application to the BzK colour selection journal December 2012
Lensed Type Ia supernovae as probes of cluster mass models journal April 2014
Seeing Double: Strong Gravitational Lensing of High-Redshift Supernovae journal August 2001
cosmolike – cosmological likelihood analyses for photometric galaxy surveys journal May 2017
Using Gravitational‐Wave Standard Sirens journal August 2005
SuperNNova: an open-source framework for Bayesian, neural network-based supernova classification journal December 2019
Serendipitous discoveries of kilonovae in the LSST main survey: maximizing detections of sub-threshold gravitational wave events journal February 2019
The Effect of Peculiar Velocities on Supernova Cosmology journal October 2011
Testing lsst Dither Strategies for Survey Uniformity and Large-Scale Structure Systematics journal September 2016
Sn Refsdal: Classification as a Luminous and blue sn 1987a-Like type ii Supernova journal November 2016
The LSST metrics analysis framework (MAF) conference July 2014
Mitigation of LEO Satellite Brightness and Trail Effects on the Rubin Observatory LSST journal October 2020
Precise Time Delays from Strongly Gravitationally Lensed Type Ia Supernovae with Chromatically Microlensed Images journal March 2018
Near-IR search for lensed supernovae behind galaxy clusters: I. Observations and transient detection efficiency journal September 2009
Optimizing LSST observing strategy for weak lensing systematics journal September 2020
Considerations for Optimizing the Photometric Classification of Supernovae from the Rubin Observatory journal January 2022
MEASUREMENTS OF THE RATE OF TYPE Ia SUPERNOVAE AT REDSHIFT ≲0.3 FROM THE SLOAN DIGITAL SKY SURVEY II SUPERNOVA SURVEY journal March 2010
EVOLUTION IN THE VOLUMETRIC TYPE Ia SUPERNOVA RATE FROM THE SUPERNOVA LEGACY SURVEY journal July 2012
How Many Kilonovae Can Be Found in Past, Present, and Future Survey Data Sets? journal December 2017
Photometric Redshifts with the LSST. II. The Impact of Near-infrared and Near-ultraviolet Photometry journal May 2020
Photometric Supernova Classification with Machine Learning journal August 2016
Unbiased Hubble constant estimation from binary neutron star mergers journal November 2019
Strong lens time Delay Challenge. ii. Results of tdc1 journal February 2015
Prospects for Strongly Lensed Supernovae Behind Hubble Frontier Fields Galaxy Clusters with the James Webb Space Telescope journal December 2018
The Frontier Fields: Survey Design and Initial Results journal March 2017
COSMOGRAIL: the COSmological MOnitoring of GRAvItational Lenses: XIII. Time delays and 9-yr optical monitoring of the lensed quasar RX J1131−1231 journal July 2013
Multiple images of a highly magnified supernova formed by an early-type cluster galaxy lens journal March 2015
The Supernova Legacy Survey 3-year sample: Type Ia supernovae photometric distances and cosmological constraints journal November 2010
HOLISMOKES: I. Highly Optimised Lensing Investigations of Supernovae, Microlensing Objects, and Kinematics of Ellipticals and Spirals journal December 2020
On the Accuracy of Time-delay Cosmography in the Frontier Fields Cluster MACS J1149.5+2223 with Supernova Refsdal journal July 2020
How sensitive are predicted galaxy luminosities to the choice of stellar population synthesis model? journal February 2014
Electromagnetic transients as triggers in searches for gravitational waves from compact binary mergers journal June 2013
The Low Earth Orbit Satellite Population and Impacts of the SpaceX Starlink Constellation journal April 2020
Planck 2018 results: VI. Cosmological parameters journal September 2020
HOLISMOKES: III. Achromatic phase of strongly lensed Type Ia supernovae journal February 2021
Charting nearby dust clouds using Gaia data only journal October 2019
LSST: From Science Drivers to Reference Design and Anticipated Data Products journal March 2019
ILLUMINATING A DARK LENS: A TYPE Ia SUPERNOVA MAGNIFIED BY THE FRONTIER FIELDS GALAXY CLUSTER ABELL 2744 journal September 2015
4MOST: Project overview and information for the First Call for Proposals text January 2019
Simulations of the formation, evolution and clustering of galaxies and quasars journal June 2005
Cosmic Distances Calibrated to 1% Precision with Gaia EDR3 Parallaxes and Hubble Space Telescope Photometry of 75 Milky Way Cepheids Confirm Tension with ΛCDM journal February 2021
hmcode-2020 : improved modelling of non-linear cosmological power spectra with baryonic feedback journal January 2021
Searching for supernovae in the multiply-imaged galaxies behind the gravitational telescope A370 journal June 2018
Measuring the Value of the Hubble Constant “à la Refsdal” journal June 2018
The MEMO project: Combining all microlensing surveys to search for intermediate-mass Galactic black holes journal October 2018
Improving PSF modelling for weak gravitational lensing using new methods in model selection journal February 2010
H0LiCOW – XIII. A 2.4 per cent measurement of H0 from lensed quasars: 5.3σ tension between early- and late-Universe probes journal September 2019
Cosmology with cosmic shear observations: a review journal July 2015
Measuring Reddening with Sloan Digital sky Survey Stellar Spectra and Recalibrating sfd journal August 2011
SALT2: using distant supernovae to improve the use of type Ia supernovae as distance indicators journal February 2007
A Framework for Telescope Schedulers: With Applications to the Large Synoptic Survey Telescope journal March 2019
COSMOGRAIL: The COSmological MOnitoring of GRAvItational Lenses: I. How to sample the light curves of gravitationally lensed quasars to measure accurate time delays journal May 2005
Deja vu all over Again: the Reappearance of Supernova Refsdal journal February 2016
The Coyote Universe. ii. Cosmological Models and Precision Emulation of the Nonlinear Matter Power Spectrum journal October 2009
Simulation of autonomous observing with a ground-based telescope: the LSST experience conference July 2010
The Complete Light-curve Sample of Spectroscopically Confirmed SNe Ia from Pan-STARRS1 and Cosmological Constraints from the Combined Pantheon Sample journal May 2018
Photometric Redshifts with the LSST: Evaluating Survey Observing Strategies journal January 2018
Multi-messenger Observations of a Binary Neutron Star Merger journal October 2017
The LSST operations simulator conference August 2014
Lens modelling of the strongly lensed Type Ia supernova iPTF16geu journal June 2020
Improved cosmological constraints from a joint analysis of the SDSS-II and SNLS supernova samples journal August 2014
A gravitationally lensed supernova with an observable two-decade time delay journal September 2021

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