The Impact of Observing Strategy on Cosmological Constraints with LSST
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 wid...
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creator | Lochner, Michelle Scolnic, Dan Almoubayyed, Husni Anguita, Timo Awan, Humna Gawiser, Eric A Gontcho, Satya Gontcho Graham, Melissa L. Gris, Philippe Huber, Simon Jha, Saurabh W. Lynne Jones, R. Kim, Alex G. Mandelbaum, Rachel Marshall, Phil Petrushevska, Tanja Regnault, Nicolas Setzer, Christian N. Suyu, Sherry H. Yoachim, Peter Biswas, Rahul Blaineau, Tristan Hook, Isobel Moniez, Marc Neilsen, Eric Peiris, Hiranya Rothchild, Daniel Stubbs, Christopher |
description | 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. |
doi_str_mv | 10.3847/1538-4365/ac5033 |
format | Article |
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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. 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Scolnic, Dan ; Almoubayyed, Husni ; Anguita, Timo ; Awan, Humna ; Gawiser, Eric ; A Gontcho, Satya Gontcho ; Graham, Melissa L. ; Gris, Philippe ; Huber, Simon ; Jha, Saurabh W. ; Lynne Jones, R. ; Kim, Alex G. ; Mandelbaum, Rachel ; Marshall, Phil ; Petrushevska, Tanja ; Regnault, Nicolas ; Setzer, Christian N. ; Suyu, Sherry H. ; Yoachim, Peter ; Biswas, Rahul ; Blaineau, Tristan ; Hook, Isobel ; Moniez, Marc ; Neilsen, Eric ; Peiris, Hiranya ; Rothchild, Daniel ; Stubbs, Christopher</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c478t-4c173c1c4b9c4c37cdfa49faf0a3adb8d12cf0432d8c642cd115705b07f379573</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>ASTRONOMY AND ASTROPHYSICS</topic><topic>Astrophysics</topic><topic>Cosmology</topic><topic>Dark energy</topic><topic>Design modifications</topic><topic>Evaluation</topic><topic>Filters</topic><topic>Large scale structure of the universe</topic><topic>Observational cosmology</topic><topic>Optical telescopes</topic><topic>Physics</topic><topic>Polls & surveys</topic><topic>Probes</topic><topic>Sky surveys</topic><topic>Supernovae</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lochner, Michelle</creatorcontrib><creatorcontrib>Scolnic, Dan</creatorcontrib><creatorcontrib>Almoubayyed, Husni</creatorcontrib><creatorcontrib>Anguita, Timo</creatorcontrib><creatorcontrib>Awan, Humna</creatorcontrib><creatorcontrib>Gawiser, Eric</creatorcontrib><creatorcontrib>A Gontcho, Satya Gontcho</creatorcontrib><creatorcontrib>Graham, Melissa L.</creatorcontrib><creatorcontrib>Gris, Philippe</creatorcontrib><creatorcontrib>Huber, Simon</creatorcontrib><creatorcontrib>Jha, Saurabh W.</creatorcontrib><creatorcontrib>Lynne Jones, R.</creatorcontrib><creatorcontrib>Kim, Alex G.</creatorcontrib><creatorcontrib>Mandelbaum, Rachel</creatorcontrib><creatorcontrib>Marshall, Phil</creatorcontrib><creatorcontrib>Petrushevska, Tanja</creatorcontrib><creatorcontrib>Regnault, Nicolas</creatorcontrib><creatorcontrib>Setzer, Christian N.</creatorcontrib><creatorcontrib>Suyu, Sherry H.</creatorcontrib><creatorcontrib>Yoachim, Peter</creatorcontrib><creatorcontrib>Biswas, Rahul</creatorcontrib><creatorcontrib>Blaineau, Tristan</creatorcontrib><creatorcontrib>Hook, Isobel</creatorcontrib><creatorcontrib>Moniez, Marc</creatorcontrib><creatorcontrib>Neilsen, Eric</creatorcontrib><creatorcontrib>Peiris, Hiranya</creatorcontrib><creatorcontrib>Rothchild, Daniel</creatorcontrib><creatorcontrib>Stubbs, Christopher</creatorcontrib><creatorcontrib>The LSST Dark Energy Science Collaboration</creatorcontrib><creatorcontrib>Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)</creatorcontrib><creatorcontrib>Univ. of Michigan, Ann Arbor, MI (United States)</creatorcontrib><creatorcontrib>Carnegie Mellon Univ., Pittsburgh, PA (United States)</creatorcontrib><creatorcontrib>Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><collection>SWEPUB Stockholms universitet full text</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Stockholms universitet</collection><collection>SwePub Articles full text</collection><jtitle>The Astrophysical journal. Supplement series</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lochner, Michelle</au><au>Scolnic, Dan</au><au>Almoubayyed, Husni</au><au>Anguita, Timo</au><au>Awan, Humna</au><au>Gawiser, Eric</au><au>A Gontcho, Satya Gontcho</au><au>Graham, Melissa L.</au><au>Gris, Philippe</au><au>Huber, Simon</au><au>Jha, Saurabh W.</au><au>Lynne Jones, R.</au><au>Kim, Alex G.</au><au>Mandelbaum, Rachel</au><au>Marshall, Phil</au><au>Petrushevska, Tanja</au><au>Regnault, Nicolas</au><au>Setzer, Christian N.</au><au>Suyu, Sherry H.</au><au>Yoachim, Peter</au><au>Biswas, Rahul</au><au>Blaineau, Tristan</au><au>Hook, Isobel</au><au>Moniez, Marc</au><au>Neilsen, Eric</au><au>Peiris, Hiranya</au><au>Rothchild, Daniel</au><au>Stubbs, Christopher</au><aucorp>The LSST Dark Energy Science Collaboration</aucorp><aucorp>Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)</aucorp><aucorp>Univ. of Michigan, Ann Arbor, MI (United States)</aucorp><aucorp>Carnegie Mellon Univ., Pittsburgh, PA (United States)</aucorp><aucorp>Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Impact of Observing Strategy on Cosmological Constraints with LSST</atitle><jtitle>The Astrophysical journal. Supplement series</jtitle><stitle>APJS</stitle><addtitle>Astrophys. J. Suppl</addtitle><date>2022-04-01</date><risdate>2022</risdate><volume>259</volume><issue>2</issue><spage>58</spage><pages>58-</pages><issn>0067-0049</issn><issn>1538-4365</issn><eissn>1538-4365</eissn><abstract>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.</abstract><cop>Saskatoon</cop><pub>The American Astronomical Society</pub><doi>10.3847/1538-4365/ac5033</doi><tpages>35</tpages><orcidid>https://orcid.org/0000-0003-4743-1679</orcidid><orcidid>https://orcid.org/0000-0002-9154-3136</orcidid><orcidid>https://orcid.org/0000-0001-5568-6052</orcidid><orcidid>https://orcid.org/0000-0002-5741-7195</orcidid><orcidid>https://orcid.org/0000-0001-5717-9310</orcidid><orcidid>https://orcid.org/0000-0001-8738-6011</orcidid><orcidid>https://orcid.org/0000-0003-2271-1527</orcidid><orcidid>https://orcid.org/0000-0002-2519-584X</orcidid><orcidid>https://orcid.org/0000-0003-2221-8281</orcidid><orcidid>https://orcid.org/0000-0003-0347-1724</orcidid><orcidid>https://orcid.org/0000-0002-2960-978X</orcidid><orcidid>https://orcid.org/0000-0003-2296-7717</orcidid><orcidid>https://orcid.org/0000-0002-7439-2735</orcidid><orcidid>https://orcid.org/0000-0003-0930-5815</orcidid><orcidid>https://orcid.org/0000-0002-7357-0317</orcidid><orcidid>https://orcid.org/0000-0003-1530-8713</orcidid><orcidid>https://orcid.org/0000-0003-2874-6464</orcidid><orcidid>https://orcid.org/0000000347431679</orcidid><orcidid>https://orcid.org/000000022519584X</orcidid><orcidid>https://orcid.org/0000000328746464</orcidid><orcidid>https://orcid.org/0000000303471724</orcidid><orcidid>https://orcid.org/0000000322711527</orcidid><orcidid>https://orcid.org/0000000257417195</orcidid><orcidid>https://orcid.org/0000000187386011</orcidid><orcidid>https://orcid.org/0000000322967717</orcidid><orcidid>https://orcid.org/000000022960978X</orcidid><orcidid>https://orcid.org/0000000291543136</orcidid><orcidid>https://orcid.org/0000000274392735</orcidid><orcidid>https://orcid.org/0000000157179310</orcidid><orcidid>https://orcid.org/0000000309305815</orcidid><orcidid>https://orcid.org/0000000322218281</orcidid><orcidid>https://orcid.org/0000000315308713</orcidid><orcidid>https://orcid.org/0000000273570317</orcidid><orcidid>https://orcid.org/0000000155686052</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0067-0049 |
ispartof | The Astrophysical journal. Supplement series, 2022-04, Vol.259 (2), p.58 |
issn | 0067-0049 1538-4365 1538-4365 |
language | eng |
recordid | cdi_osti_scitechconnect_1831975 |
source | Institute of Physics IOPscience extra; IOP Publishing Free Content; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection; SWEPUB Freely available online |
subjects | ASTRONOMY AND ASTROPHYSICS Astrophysics Cosmology Dark energy Design modifications Evaluation Filters Large scale structure of the universe Observational cosmology Optical telescopes Physics Polls & surveys Probes Sky surveys Supernovae |
title | The Impact of Observing Strategy on Cosmological Constraints with LSST |
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