Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect

Detalhes bibliográficos
Autor(a) principal: Meirelles, Arthur Diniz
Data de Publicação: 2024
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/43/43134/tde-01102024-114050/
Resumo: In this work, we study the use of the Integrated Sachs-Wolfe (ISW) Effect as a tool for cosmological analysis. We do this with the use of the cross-correlation spectrum between Cosmic Microwave Background (CMB) temperature maps and galaxy contrast maps, which are used as gravitational potential tracers. We discuss how this spectrum is calculated, the influence of the galaxy redshift distribution on the correlation signal and propose a method capable of finding an optimized distribution that maximizes the cross-correlation signal, which is commonly dominated by cosmic variance, an irreducible source of fluctuation in the spectrum. With this method, we obtained a galaxy survey selection function capable of reducing in $3\\%$ the the probability of compatibility with the null hypothesis, that is, a null cross-correlation signal. Furthermore, we explore the methods used to extract cross-correlation data points from masked CMB temperature and galaxy contrast maps, and use these results to calculate the likelihood profiles for the $\\Lambda$CDM $\\Omega_m$ parameter using WMAP\'s CMB temperature maps and 2MASS galaxy contrast maps for the first time in the literature. The results obtained for the likelihoods using only cross-correlation data show low constraining power. Combining the cross-correlation data with galaxy contrast autocorrelation data strongly tightens the constraints on $\\Omega_m$, and all the results in this combination are compatible with Planck\'s best-fit parameters. We also show the likelihood profile for two synthetic cross-correlation spectra calculated, one using the $\\Lambda$CDM model and the other using the value of $\\Omega_m$ that maximizes the likelihood found for band 4, found for band 4 of 2MASS, both having error bars consistent with this band. The results still showed a low constraining power, but are considerably better relative to the previous ones, even when compared with the likelihood that combines all the bands.
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spelling Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effectOtimização do sinal de correlação cruzada CMB-galáxias para estudos de efeito Sachs-Wolfe integradocosmic microwave backgroundcosmologia - observaçõescosmology - observationsEfeito Sachs-Wolfe integradoestruturas em larga escalaIntegrated Sachs-Wolfe effectlarge scale structuresradiação cósmica de fundoIn this work, we study the use of the Integrated Sachs-Wolfe (ISW) Effect as a tool for cosmological analysis. We do this with the use of the cross-correlation spectrum between Cosmic Microwave Background (CMB) temperature maps and galaxy contrast maps, which are used as gravitational potential tracers. We discuss how this spectrum is calculated, the influence of the galaxy redshift distribution on the correlation signal and propose a method capable of finding an optimized distribution that maximizes the cross-correlation signal, which is commonly dominated by cosmic variance, an irreducible source of fluctuation in the spectrum. With this method, we obtained a galaxy survey selection function capable of reducing in $3\\%$ the the probability of compatibility with the null hypothesis, that is, a null cross-correlation signal. Furthermore, we explore the methods used to extract cross-correlation data points from masked CMB temperature and galaxy contrast maps, and use these results to calculate the likelihood profiles for the $\\Lambda$CDM $\\Omega_m$ parameter using WMAP\'s CMB temperature maps and 2MASS galaxy contrast maps for the first time in the literature. The results obtained for the likelihoods using only cross-correlation data show low constraining power. Combining the cross-correlation data with galaxy contrast autocorrelation data strongly tightens the constraints on $\\Omega_m$, and all the results in this combination are compatible with Planck\'s best-fit parameters. We also show the likelihood profile for two synthetic cross-correlation spectra calculated, one using the $\\Lambda$CDM model and the other using the value of $\\Omega_m$ that maximizes the likelihood found for band 4, found for band 4 of 2MASS, both having error bars consistent with this band. The results still showed a low constraining power, but are considerably better relative to the previous ones, even when compared with the likelihood that combines all the bands.Neste trabalho, estudamos o uso do Efeito Sachs-Wolfe Integrado (ISW) como uma ferramenta para análises cosmológicas. Fazemos isso utilizando o espectro de correlação cruzada entre os mapas de temperatura da Radiação Cósmica de Fundo (CMB) e mapas de contraste de galáxias, que são usados como traçadores de potenciais gravitacionais. Discutimos como esse espectro é calculado e a influência da distribuição do \\textit{redshift} das galáxias no sinal de correlação, e propomos um método capaz de encontrar uma distribuição otimizada que maximize o sinal de correlação cruzada, que é comumente dominado por variância cósmica, uma fonte irreduzível de flutuação no espectro. Com esse método, obtivemos uma função de seleção capaz de reduzir em $3\\%$ a probabilidade de compatibilidade com a hipótese nula, isto é, nenhum sinal de correlação cruzada. Além disso, exploramos os métodos usados para obter dados de correlação cruzada a partir de mapas mascarados de temperatura da CMB e de contraste de galáxias, e usamos esses resultados para calcular os perfis de \\textit{likelihood} para o parâmetro $\\Omega_m$ do modelo $\\Lambda$CDM usando os mapas de temperatura da CMB do WMAP e o catálogo de galáxias 2MASS pela primeira vez na literatura. Os resultados obtidos para as \\textit{likelihoods} usando apenas dados de correlação cruzada apresentam fraco poder de vínculo. A combinação dos dados de correlação cruzada com os dados de autocorrelação do contraste das galáxias fortalece os vínculos sobre $\\Omega_m$, e todos os resultados dessa combinação são compatíveis com os do Planck. Também mostramos a \\textit{likelihood} para dois espectros de correlação cruzada sintéticos, um usando o modelo $\\Lambda$CDM e o outro usando o valor de $\\Omega_m$ que maximiza a \\textit{likelihood} encontrada para a banda 4, ambos com erros iguais aos da banda 4. Os resultados ainda mostram um baixo poder de vínculo, mas é constatada uma melhoria considerável em relação aos resultados anteriores, mesmo quando comparados à likelihood que combina todas as bandas.Biblioteca Digitais de Teses e Dissertações da USPBatista, Ronaldo CarlottoSantos, Edivaldo MouraMeirelles, Arthur Diniz2024-08-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/43/43134/tde-01102024-114050/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2024-10-29T22:26:02Zoai:teses.usp.br:tde-01102024-114050Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212024-10-29T22:26:02Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
Otimização do sinal de correlação cruzada CMB-galáxias para estudos de efeito Sachs-Wolfe integrado
title Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
spellingShingle Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
Meirelles, Arthur Diniz
cosmic microwave background
cosmologia - observações
cosmology - observations
Efeito Sachs-Wolfe integrado
estruturas em larga escala
Integrated Sachs-Wolfe effect
large scale structures
radiação cósmica de fundo
title_short Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
title_full Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
title_fullStr Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
title_full_unstemmed Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
title_sort Optimization of the CMB-galaxy cross-correlation signal for studying the Integrated Sachs-Wolfe effect
author Meirelles, Arthur Diniz
author_facet Meirelles, Arthur Diniz
author_role author
dc.contributor.none.fl_str_mv Batista, Ronaldo Carlotto
Santos, Edivaldo Moura
dc.contributor.author.fl_str_mv Meirelles, Arthur Diniz
dc.subject.por.fl_str_mv cosmic microwave background
cosmologia - observações
cosmology - observations
Efeito Sachs-Wolfe integrado
estruturas em larga escala
Integrated Sachs-Wolfe effect
large scale structures
radiação cósmica de fundo
topic cosmic microwave background
cosmologia - observações
cosmology - observations
Efeito Sachs-Wolfe integrado
estruturas em larga escala
Integrated Sachs-Wolfe effect
large scale structures
radiação cósmica de fundo
description In this work, we study the use of the Integrated Sachs-Wolfe (ISW) Effect as a tool for cosmological analysis. We do this with the use of the cross-correlation spectrum between Cosmic Microwave Background (CMB) temperature maps and galaxy contrast maps, which are used as gravitational potential tracers. We discuss how this spectrum is calculated, the influence of the galaxy redshift distribution on the correlation signal and propose a method capable of finding an optimized distribution that maximizes the cross-correlation signal, which is commonly dominated by cosmic variance, an irreducible source of fluctuation in the spectrum. With this method, we obtained a galaxy survey selection function capable of reducing in $3\\%$ the the probability of compatibility with the null hypothesis, that is, a null cross-correlation signal. Furthermore, we explore the methods used to extract cross-correlation data points from masked CMB temperature and galaxy contrast maps, and use these results to calculate the likelihood profiles for the $\\Lambda$CDM $\\Omega_m$ parameter using WMAP\'s CMB temperature maps and 2MASS galaxy contrast maps for the first time in the literature. The results obtained for the likelihoods using only cross-correlation data show low constraining power. Combining the cross-correlation data with galaxy contrast autocorrelation data strongly tightens the constraints on $\\Omega_m$, and all the results in this combination are compatible with Planck\'s best-fit parameters. We also show the likelihood profile for two synthetic cross-correlation spectra calculated, one using the $\\Lambda$CDM model and the other using the value of $\\Omega_m$ that maximizes the likelihood found for band 4, found for band 4 of 2MASS, both having error bars consistent with this band. The results still showed a low constraining power, but are considerably better relative to the previous ones, even when compared with the likelihood that combines all the bands.
publishDate 2024
dc.date.none.fl_str_mv 2024-08-15
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.teses.usp.br/teses/disponiveis/43/43134/tde-01102024-114050/
url https://www.teses.usp.br/teses/disponiveis/43/43134/tde-01102024-114050/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Liberar o conteúdo para acesso público.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Liberar o conteúdo para acesso público.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv
dc.publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
dc.source.none.fl_str_mv
reponame:Biblioteca Digital de Teses e Dissertações da USP
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Biblioteca Digital de Teses e Dissertações da USP
collection Biblioteca Digital de Teses e Dissertações da USP
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)
repository.mail.fl_str_mv virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br
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