Identifying the population of stable ν6resonant asteroids using large data bases

Detalhes bibliográficos
Autor(a) principal: Carruba, V [UNESP]
Data de Publicação: 2022
Outros Autores: Aljbaae, S, Domingos, R. C [UNESP], Huaman, M, Martins, B [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1093/mnras/stac1699
http://hdl.handle.net/11449/242057
Resumo: Large observational surveys, like those that will be conducted at the Vera C. Rubin Observatory, are expected to discover up to one million new asteroids in the first year of operation. This will more than double the data base of known asteroids. New methods will be needed to handle the large influx of data. Here, we tested some of these new approaches by studying the population of asteroids on stable orbits inside the ν6 secular resonance. This resonance is one of the strongest mechanisms for destabilizing the orbits of main-belt bodies and producing Near-Earth Asteroids. Yet, stable orbital configurations where the asteroid pericenter is either aligned or anti-aligned with that of Saturn exist inside the resonance. The population of stable ν6 resonators is now the largest population of asteroids in stable orbits inside a secular resonance. Here, we obtained the largest sample of asteroids' proper elements ever used. Clustering methods and the use of machine learning algorithms permitted the identification of the known asteroid families crossed by the ν6 resonance and of two entirely new groups: the Tiffanykapler and the 138605 QW177 families. The Tiffanykapler family is the first young asteroid family ever found in a linear secular resonance, with an age of 3.0 ± 1.2 My and an ejection velocity field parameter of $V_{\mathrm{ EJ}} = 15^{+6}_{-3}$ m s-1. We identify a population of high-eccentricity objects around the Tina family that may be the first example of an asteroid family 'resonant halo'.
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spelling Identifying the population of stable ν6resonant asteroids using large data basesmethods: data analysismethods: statisticalminor planets, asteroids: generalLarge observational surveys, like those that will be conducted at the Vera C. Rubin Observatory, are expected to discover up to one million new asteroids in the first year of operation. This will more than double the data base of known asteroids. New methods will be needed to handle the large influx of data. Here, we tested some of these new approaches by studying the population of asteroids on stable orbits inside the ν6 secular resonance. This resonance is one of the strongest mechanisms for destabilizing the orbits of main-belt bodies and producing Near-Earth Asteroids. Yet, stable orbital configurations where the asteroid pericenter is either aligned or anti-aligned with that of Saturn exist inside the resonance. The population of stable ν6 resonators is now the largest population of asteroids in stable orbits inside a secular resonance. Here, we obtained the largest sample of asteroids' proper elements ever used. Clustering methods and the use of machine learning algorithms permitted the identification of the known asteroid families crossed by the ν6 resonance and of two entirely new groups: the Tiffanykapler and the 138605 QW177 families. The Tiffanykapler family is the first young asteroid family ever found in a linear secular resonance, with an age of 3.0 ± 1.2 My and an ejection velocity field parameter of $V_{\mathrm{ EJ}} = 15^{+6}_{-3}$ m s-1. We identify a population of high-eccentricity objects around the Tina family that may be the first example of an asteroid family 'resonant halo'.School of Natural Sciences and Engineering São Paulo State University (UNESP), GuaratinguetáDivision of Space Mechanics and Control National Space Research Institute (INPE), C.P. 515, São José dos CamposDepartment of Electronic Engineering and Telecommunications São Paulo State University (UNESP), São João da Boa VistaDepartment of Electronic Engineering and Telecommunications Universidad Tecnológica Del Perú (UTP), Cercado de LimaSchool of Natural Sciences and Engineering São Paulo State University (UNESP), GuaratinguetáDepartment of Electronic Engineering and Telecommunications São Paulo State University (UNESP), São João da Boa VistaUniversidade Estadual Paulista (UNESP)National Space Research Institute (INPE)Universidad Tecnológica Del Perú (UTP)Carruba, V [UNESP]Aljbaae, SDomingos, R. C [UNESP]Huaman, MMartins, B [UNESP]2023-03-02T08:36:30Z2023-03-02T08:36:30Z2022-08-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article4803-4815http://dx.doi.org/10.1093/mnras/stac1699Monthly Notices of the Royal Astronomical Society, v. 514, n. 4, p. 4803-4815, 2022.1365-29660035-8711http://hdl.handle.net/11449/24205710.1093/mnras/stac16992-s2.0-85134538822Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengMonthly Notices of the Royal Astronomical Societyinfo:eu-repo/semantics/openAccess2023-03-02T08:36:30Zoai:repositorio.unesp.br:11449/242057Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-03-02T08:36:30Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Identifying the population of stable ν6resonant asteroids using large data bases
title Identifying the population of stable ν6resonant asteroids using large data bases
spellingShingle Identifying the population of stable ν6resonant asteroids using large data bases
Carruba, V [UNESP]
methods: data analysis
methods: statistical
minor planets, asteroids: general
title_short Identifying the population of stable ν6resonant asteroids using large data bases
title_full Identifying the population of stable ν6resonant asteroids using large data bases
title_fullStr Identifying the population of stable ν6resonant asteroids using large data bases
title_full_unstemmed Identifying the population of stable ν6resonant asteroids using large data bases
title_sort Identifying the population of stable ν6resonant asteroids using large data bases
author Carruba, V [UNESP]
author_facet Carruba, V [UNESP]
Aljbaae, S
Domingos, R. C [UNESP]
Huaman, M
Martins, B [UNESP]
author_role author
author2 Aljbaae, S
Domingos, R. C [UNESP]
Huaman, M
Martins, B [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
National Space Research Institute (INPE)
Universidad Tecnológica Del Perú (UTP)
dc.contributor.author.fl_str_mv Carruba, V [UNESP]
Aljbaae, S
Domingos, R. C [UNESP]
Huaman, M
Martins, B [UNESP]
dc.subject.por.fl_str_mv methods: data analysis
methods: statistical
minor planets, asteroids: general
topic methods: data analysis
methods: statistical
minor planets, asteroids: general
description Large observational surveys, like those that will be conducted at the Vera C. Rubin Observatory, are expected to discover up to one million new asteroids in the first year of operation. This will more than double the data base of known asteroids. New methods will be needed to handle the large influx of data. Here, we tested some of these new approaches by studying the population of asteroids on stable orbits inside the ν6 secular resonance. This resonance is one of the strongest mechanisms for destabilizing the orbits of main-belt bodies and producing Near-Earth Asteroids. Yet, stable orbital configurations where the asteroid pericenter is either aligned or anti-aligned with that of Saturn exist inside the resonance. The population of stable ν6 resonators is now the largest population of asteroids in stable orbits inside a secular resonance. Here, we obtained the largest sample of asteroids' proper elements ever used. Clustering methods and the use of machine learning algorithms permitted the identification of the known asteroid families crossed by the ν6 resonance and of two entirely new groups: the Tiffanykapler and the 138605 QW177 families. The Tiffanykapler family is the first young asteroid family ever found in a linear secular resonance, with an age of 3.0 ± 1.2 My and an ejection velocity field parameter of $V_{\mathrm{ EJ}} = 15^{+6}_{-3}$ m s-1. We identify a population of high-eccentricity objects around the Tina family that may be the first example of an asteroid family 'resonant halo'.
publishDate 2022
dc.date.none.fl_str_mv 2022-08-01
2023-03-02T08:36:30Z
2023-03-02T08:36:30Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1093/mnras/stac1699
Monthly Notices of the Royal Astronomical Society, v. 514, n. 4, p. 4803-4815, 2022.
1365-2966
0035-8711
http://hdl.handle.net/11449/242057
10.1093/mnras/stac1699
2-s2.0-85134538822
url http://dx.doi.org/10.1093/mnras/stac1699
http://hdl.handle.net/11449/242057
identifier_str_mv Monthly Notices of the Royal Astronomical Society, v. 514, n. 4, p. 4803-4815, 2022.
1365-2966
0035-8711
10.1093/mnras/stac1699
2-s2.0-85134538822
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Monthly Notices of the Royal Astronomical Society
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 4803-4815
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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