Cosmological evolution of quasar radio emission in the view of multifractality

Detalhes bibliográficos
Autor(a) principal: Martins, Bruno Leonardo Canto
Data de Publicação: 2019
Outros Autores: Belete, A. Bewketu, Femmam, Smain, Tornikosk, Merja, Lähteenmäki, Anne, Tammi, Joni, Leão, Izan de Castro, Medeiros, J. R. de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRN
Texto Completo: https://repositorio.ufrn.br/jspui/handle/123456789/29059
http://dx.doi.org/10.3847/1538-4357/ab074e
Resumo: Variations in scaling behavior in the flux and emissions of distant astronomical sources with respect to their cosmic time are important phenomena that can provide valuable information about the dynamics within the sources and their cosmological evolution with time. Different studies have been applying linear analysis to understand and model quasars’ light curves. Here, we study the multifractal behavior of selected quasars’ radio emissions in their observed frame (at 22 and 37 GHz bands) and their rest frame. To this end, we apply the wavelet transform-based multifractal analysis formalism called wavelet transform modulus maxima. In addition, we verify whether the autoregressive integrated moving average (ARIMA) models fit our data. In our work, we observe strong multifractal behavior for all the sources. Additionally, we find that the degree of multifractality is strongly similar for each source and significantly different between sources at 22 and 37 GHz. This similarity implies that the two frequencies have the same radiation region and mechanism, whereas the difference indicates that the sources have intrinsically different dynamics. Furthermore, we show that the degree of multifractality is the same in the observed and rest frames of the quasars, i.e., multifractality is an intrinsic property of radio quasars. Finally, we show that the ARIMA models fit the 3C 345 quasar at 22 GHz and partially fit most of the time series, with the exception of the 3C 273 and 3C 279 quasars at 37 GHz, for which the models are found to be inadequate
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spelling Martins, Bruno Leonardo CantoBelete, A. BewketuFemmam, SmainTornikosk, MerjaLähteenmäki, AnneTammi, JoniLeão, Izan de CastroMedeiros, J. R. de2020-05-26T00:44:08Z2020-05-26T00:44:08Z2019-03-11MARTINS, Bruno Leonardo Canto et al. Cosmological Evolution of Quasar Radio Emission in the View of Multifractality. The Astrophysical Journal, [s. l.], v. 873, n. 2, p. 108-126, 11 mar. 2019. ISSN 1538-4357 versão online. DOI http://dx.doi.org/10.3847/1538-4357/ab074e. Disponível em: https://iopscience.iop.org/article/10.3847/1538-4357/ab074e. Acesso em: 25 maio 2020.0004-637X (print), 1538-4357 (online)https://repositorio.ufrn.br/jspui/handle/123456789/29059http://dx.doi.org/10.3847/1538-4357/ab074eAmerican Astronomical SocietyAttribution 3.0 Brazilhttp://creativecommons.org/licenses/by/3.0/br/info:eu-repo/semantics/openAccessGalaxies: activeMethods: statisticalQuasars: individual (3C 273, 3C 279, 3C 345, 3C 454.3)Cosmological evolution of quasar radio emission in the view of multifractalityinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleVariations in scaling behavior in the flux and emissions of distant astronomical sources with respect to their cosmic time are important phenomena that can provide valuable information about the dynamics within the sources and their cosmological evolution with time. Different studies have been applying linear analysis to understand and model quasars’ light curves. Here, we study the multifractal behavior of selected quasars’ radio emissions in their observed frame (at 22 and 37 GHz bands) and their rest frame. To this end, we apply the wavelet transform-based multifractal analysis formalism called wavelet transform modulus maxima. In addition, we verify whether the autoregressive integrated moving average (ARIMA) models fit our data. In our work, we observe strong multifractal behavior for all the sources. Additionally, we find that the degree of multifractality is strongly similar for each source and significantly different between sources at 22 and 37 GHz. This similarity implies that the two frequencies have the same radiation region and mechanism, whereas the difference indicates that the sources have intrinsically different dynamics. Furthermore, we show that the degree of multifractality is the same in the observed and rest frames of the quasars, i.e., multifractality is an intrinsic property of radio quasars. Finally, we show that the ARIMA models fit the 3C 345 quasar at 22 GHz and partially fit most of the time series, with the exception of the 3C 273 and 3C 279 quasars at 37 GHz, for which the models are found to be inadequateengreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRNORIGINALCosmological Evolution of Quasar Radio Emission in the View of Multifractality_2019.pdfCosmological Evolution of Quasar Radio Emission in the View of Multifractality_2019.pdfapplication/pdf4439618https://repositorio.ufrn.br/bitstream/123456789/29059/1/Cosmological%20Evolution%20of%20Quasar%20Radio%20Emission%20in%20the%20View%20of%20Multifractality_2019.pdf85edd8a5a21cf453d6dec9759ff18a9fMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8914https://repositorio.ufrn.br/bitstream/123456789/29059/2/license_rdf4d2950bda3d176f570a9f8b328dfbbefMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81484https://repositorio.ufrn.br/bitstream/123456789/29059/3/license.txte9597aa2854d128fd968be5edc8a28d9MD53TEXTCosmological Evolution of Quasar Radio Emission in the View of Multifractality_2019.pdf.txtCosmological Evolution of Quasar Radio Emission in the View of Multifractality_2019.pdf.txtExtracted texttext/plain68368https://repositorio.ufrn.br/bitstream/123456789/29059/4/Cosmological%20Evolution%20of%20Quasar%20Radio%20Emission%20in%20the%20View%20of%20Multifractality_2019.pdf.txtf11cf70409aa77cc8c8c0692446eae51MD54THUMBNAILCosmological Evolution of Quasar Radio Emission in the View of Multifractality_2019.pdf.jpgCosmological Evolution of Quasar Radio Emission in the View of Multifractality_2019.pdf.jpgGenerated Thumbnailimage/jpeg1877https://repositorio.ufrn.br/bitstream/123456789/29059/5/Cosmological%20Evolution%20of%20Quasar%20Radio%20Emission%20in%20the%20View%20of%20Multifractality_2019.pdf.jpgc5143589d49c7344073bd5222c5d5fe0MD55123456789/290592020-06-03 12:51:43.928oai:https://repositorio.ufrn.br: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Repositório de PublicaçõesPUBhttp://repositorio.ufrn.br/oai/opendoar:2020-06-03T15:51:43Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false
dc.title.pt_BR.fl_str_mv Cosmological evolution of quasar radio emission in the view of multifractality
title Cosmological evolution of quasar radio emission in the view of multifractality
spellingShingle Cosmological evolution of quasar radio emission in the view of multifractality
Martins, Bruno Leonardo Canto
Galaxies: active
Methods: statistical
Quasars: individual (3C 273, 3C 279, 3C 345, 3C 454.3)
title_short Cosmological evolution of quasar radio emission in the view of multifractality
title_full Cosmological evolution of quasar radio emission in the view of multifractality
title_fullStr Cosmological evolution of quasar radio emission in the view of multifractality
title_full_unstemmed Cosmological evolution of quasar radio emission in the view of multifractality
title_sort Cosmological evolution of quasar radio emission in the view of multifractality
author Martins, Bruno Leonardo Canto
author_facet Martins, Bruno Leonardo Canto
Belete, A. Bewketu
Femmam, Smain
Tornikosk, Merja
Lähteenmäki, Anne
Tammi, Joni
Leão, Izan de Castro
Medeiros, J. R. de
author_role author
author2 Belete, A. Bewketu
Femmam, Smain
Tornikosk, Merja
Lähteenmäki, Anne
Tammi, Joni
Leão, Izan de Castro
Medeiros, J. R. de
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Martins, Bruno Leonardo Canto
Belete, A. Bewketu
Femmam, Smain
Tornikosk, Merja
Lähteenmäki, Anne
Tammi, Joni
Leão, Izan de Castro
Medeiros, J. R. de
dc.subject.por.fl_str_mv Galaxies: active
Methods: statistical
Quasars: individual (3C 273, 3C 279, 3C 345, 3C 454.3)
topic Galaxies: active
Methods: statistical
Quasars: individual (3C 273, 3C 279, 3C 345, 3C 454.3)
description Variations in scaling behavior in the flux and emissions of distant astronomical sources with respect to their cosmic time are important phenomena that can provide valuable information about the dynamics within the sources and their cosmological evolution with time. Different studies have been applying linear analysis to understand and model quasars’ light curves. Here, we study the multifractal behavior of selected quasars’ radio emissions in their observed frame (at 22 and 37 GHz bands) and their rest frame. To this end, we apply the wavelet transform-based multifractal analysis formalism called wavelet transform modulus maxima. In addition, we verify whether the autoregressive integrated moving average (ARIMA) models fit our data. In our work, we observe strong multifractal behavior for all the sources. Additionally, we find that the degree of multifractality is strongly similar for each source and significantly different between sources at 22 and 37 GHz. This similarity implies that the two frequencies have the same radiation region and mechanism, whereas the difference indicates that the sources have intrinsically different dynamics. Furthermore, we show that the degree of multifractality is the same in the observed and rest frames of the quasars, i.e., multifractality is an intrinsic property of radio quasars. Finally, we show that the ARIMA models fit the 3C 345 quasar at 22 GHz and partially fit most of the time series, with the exception of the 3C 273 and 3C 279 quasars at 37 GHz, for which the models are found to be inadequate
publishDate 2019
dc.date.issued.fl_str_mv 2019-03-11
dc.date.accessioned.fl_str_mv 2020-05-26T00:44:08Z
dc.date.available.fl_str_mv 2020-05-26T00:44:08Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.citation.fl_str_mv MARTINS, Bruno Leonardo Canto et al. Cosmological Evolution of Quasar Radio Emission in the View of Multifractality. The Astrophysical Journal, [s. l.], v. 873, n. 2, p. 108-126, 11 mar. 2019. ISSN 1538-4357 versão online. DOI http://dx.doi.org/10.3847/1538-4357/ab074e. Disponível em: https://iopscience.iop.org/article/10.3847/1538-4357/ab074e. Acesso em: 25 maio 2020.
dc.identifier.uri.fl_str_mv https://repositorio.ufrn.br/jspui/handle/123456789/29059
dc.identifier.issn.none.fl_str_mv 0004-637X (print), 1538-4357 (online)
dc.identifier.doi.none.fl_str_mv http://dx.doi.org/10.3847/1538-4357/ab074e
identifier_str_mv MARTINS, Bruno Leonardo Canto et al. Cosmological Evolution of Quasar Radio Emission in the View of Multifractality. The Astrophysical Journal, [s. l.], v. 873, n. 2, p. 108-126, 11 mar. 2019. ISSN 1538-4357 versão online. DOI http://dx.doi.org/10.3847/1538-4357/ab074e. Disponível em: https://iopscience.iop.org/article/10.3847/1538-4357/ab074e. Acesso em: 25 maio 2020.
0004-637X (print), 1538-4357 (online)
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http://dx.doi.org/10.3847/1538-4357/ab074e
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http://creativecommons.org/licenses/by/3.0/br/
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rights_invalid_str_mv Attribution 3.0 Brazil
http://creativecommons.org/licenses/by/3.0/br/
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dc.publisher.none.fl_str_mv American Astronomical Society
publisher.none.fl_str_mv American Astronomical Society
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