Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region

Detalhes bibliográficos
Ano de defesa: 2024
Autor(a) principal: Araújo, Maria Gabriella da Silva
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Biblioteca Digitais de Teses e Dissertações da USP
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://www.teses.usp.br/teses/disponiveis/91/91131/tde-13012025-121415/
Resumo: This research investigates the spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentrations and fluxes in the Lower Amazon River. The study aims to understand the hydrodynamic and biogeochemical factors driving the emission of these greenhouse gases, emphasizing their roles in global carbon cycling. The primary objectives are to identify key environmental factors, such as water velocity, channel depth, and organic matter content, that regulate gas production and evasion across different sample stations, from Óbidos to its mouth, and seasons of the river. The methodology involved extensive sampling carried out over nine field campaigns between 2014 and 2023. These campaigns covered all hydrological phases: rising, falling, high, and low water levels. Sampling took place at six key sites along the Lower Amazon River, measuring environmental parameters, including water depth, velocity, temperature, and wind speed. Gas concentrations were collected using a headspace equilibration method, while gas flux was measured using floating chambers. Generalized linear mixed models (GLMMs) were employed to analyze the complex interactions between these environmental variables and the concentrations and fluxes of CO2 and CH4. The findings indicate significant seasonal and spatial variation in both gases. Water velocity and channel depth emerged as the primary drivers of CO2 and CH4 dynamics. CO2 concentrations and fluxes increased markedly during the high-water season, with tidal effects amplifying these patterns. Methane, although more stable than CO2, exhibited some variability, particularly during the low-water period. Suspended sediment concentrations and organic matter also played crucial roles, influencing gas production through microbial processes. Spatially, the study found that CO2 concentrations and fluxes decreased progressively as the river approached the ocean, particularly in the Bailique and Chaves regions, where tidal influences are strongest. These decreases were linked to a reduction in water velocity and channel depth, factors that also influenced CH4 distribution but to a lesser degree. Seasonal patterns further revealed that both gases exhibited heightened evasion fluxes during high-water periods, driven by increased river discharge and tidal dynamics. The study highlights the complexity of gas dynamics in the Lower Amazon, where hydrodynamic factors like river discharge and tidal flow interact with biogeochemical processes to regulate greenhouse gas emissions. These emissions, particularly CO2, are exacerbated during the high-water season when river discharge increases, contributing to a significant release of carbon into the atmosphere. Additionally, the study points out the importance of understanding methane dynamics, which are influenced by water depth and oxygen levels, affecting its production and oxidation. In conclusion, the research underscores the need for continuous monitoring and an integrated approach to modeling carbon emissions in tropical river systems. The Lower Amazon, due to its unique hydrodynamics, plays a critical role in global greenhouse gas budgets, and improved emission estimates are essential for better understanding and mitigating climate change impacts. The findings call for further exploration of the influence of climate, land use, and riverine processes on carbon cycling in large tropical rivers.
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spelling Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon regionVariabilidade espaço-temporal da concentração e fluxo de CO2 e CH4 na região do baixo AmazonasAmazon basinBacia AmazônicaBiogeoquímica fluvialGases de efeito estufaGreenhouse gasesLinear modelsModelos linearesRiverine biogeochemistryThis research investigates the spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentrations and fluxes in the Lower Amazon River. The study aims to understand the hydrodynamic and biogeochemical factors driving the emission of these greenhouse gases, emphasizing their roles in global carbon cycling. The primary objectives are to identify key environmental factors, such as water velocity, channel depth, and organic matter content, that regulate gas production and evasion across different sample stations, from Óbidos to its mouth, and seasons of the river. The methodology involved extensive sampling carried out over nine field campaigns between 2014 and 2023. These campaigns covered all hydrological phases: rising, falling, high, and low water levels. Sampling took place at six key sites along the Lower Amazon River, measuring environmental parameters, including water depth, velocity, temperature, and wind speed. Gas concentrations were collected using a headspace equilibration method, while gas flux was measured using floating chambers. Generalized linear mixed models (GLMMs) were employed to analyze the complex interactions between these environmental variables and the concentrations and fluxes of CO2 and CH4. The findings indicate significant seasonal and spatial variation in both gases. Water velocity and channel depth emerged as the primary drivers of CO2 and CH4 dynamics. CO2 concentrations and fluxes increased markedly during the high-water season, with tidal effects amplifying these patterns. Methane, although more stable than CO2, exhibited some variability, particularly during the low-water period. Suspended sediment concentrations and organic matter also played crucial roles, influencing gas production through microbial processes. Spatially, the study found that CO2 concentrations and fluxes decreased progressively as the river approached the ocean, particularly in the Bailique and Chaves regions, where tidal influences are strongest. These decreases were linked to a reduction in water velocity and channel depth, factors that also influenced CH4 distribution but to a lesser degree. Seasonal patterns further revealed that both gases exhibited heightened evasion fluxes during high-water periods, driven by increased river discharge and tidal dynamics. The study highlights the complexity of gas dynamics in the Lower Amazon, where hydrodynamic factors like river discharge and tidal flow interact with biogeochemical processes to regulate greenhouse gas emissions. These emissions, particularly CO2, are exacerbated during the high-water season when river discharge increases, contributing to a significant release of carbon into the atmosphere. Additionally, the study points out the importance of understanding methane dynamics, which are influenced by water depth and oxygen levels, affecting its production and oxidation. In conclusion, the research underscores the need for continuous monitoring and an integrated approach to modeling carbon emissions in tropical river systems. The Lower Amazon, due to its unique hydrodynamics, plays a critical role in global greenhouse gas budgets, and improved emission estimates are essential for better understanding and mitigating climate change impacts. The findings call for further exploration of the influence of climate, land use, and riverine processes on carbon cycling in large tropical rivers.Esta pesquisa investiga a variabilidade espaço-temporal das concentrações e fluxos de dióxido de carbono (CO2) e metano (CH4) no Baixo Rio Amazonas. O estudo visa compreender os fatores hidrodinâmicos e biogeoquímicos que influenciam a emissão desses gases de efeito estufa, destacando seus papéis no ciclo global do carbono. Os principais objetivos são identificar os fatores ambientais, como a velocidade da água, profundidade do canal e conteúdo de matéria orgânica, que regulam a produção e evasão de gases ao longo de diferentes locais, desde Óbidos até a foz, e ao longo da hidrógrafa. A metodologia envolveu uma ampla amostragem realizada ao longo de nove campanhas de campo entre 2014 e 2023, cobrindo todas as fases hidrológicas: enchente, cheia, vazante e seca. A coleta de amostras ocorreu em seis pontos ao longo do Baixo Amazonas, onde foram medidos parâmetros ambientais, como profundidade do rio, velocidade da água e do vento, bem como temperatura da água e do ar. As concentrações de gases foram coletadas usando o método de equilíbrio de fases (headspace), enquanto o fluxo de gases por meio de câmaras flutuantes. Modelos mistos lineares generalizados (GLMMs) foram empregados para analisar as interações complexas entre essas variáveis ambientais e as concentrações e fluxos de CO2 e CH4. Os resultados indicam variações sazonais e espaciais significativas em ambos os gases. A velocidade da água e a profundidade do canal emergiram como os principais fatores que regulam a dinâmica de CO2 e CH4. As concentrações e fluxos de CO2 aumentaram durante o período de cheia, com os efeitos das marés amplificando esses padrões. O CH4, embora mais estável que o CO2, apresentou certa variabilidade, especialmente durante o período de águas baixas. As concentrações de sedimentos suspensos e a matéria orgânica também desempenharam papéis cruciais, influenciando a produção de gases por meio de processos microbianos. Espacialmente, o estudo encontrou que as concentrações e fluxos de CO2 diminuem progressivamente à medida que o rio se aproxima do oceano, particularmente nas regiões de Bailique e Chaves, onde as influências das marés são mais fortes. Essas diminuições foram associadas à redução da velocidade da água e profundidade do canal, fatores que também influenciam a distribuição do CH4, embora em menor grau. Os padrões sazonais revelaram ainda que ambos os gases exibiram fluxos de evasão elevados durante os períodos de cheia, impulsionados pelo aumento da descarga do rio e pela dinâmica das marés. O estudo destaca a complexidade da dinâmica dos gases no Baixo Amazonas, onde fatores hidrodinâmicos, como a descarga do rio e o fluxo das marés, interagem com processos biogeoquímicos para regular as emissões de gases de efeito estufa. Essas emissões, particularmente de CO2, são exacerbadas durante o período de cheia, quando a descarga do rio aumenta, contribuindo para uma liberação significativa de carbono na atmosfera. Além disso, o estudo aponta a importância de entender a dinâmica do metano, que é influenciada pela profundidade da água e pelos níveis de oxigênio, afetando sua produção e oxidação. Em conclusão, a pesquisa reforça a necessidade de monitoramento contínuo e de uma abordagem integrada para modelar as emissões de carbono em sistemas fluviais tropicais. O Baixo Amazonas, devido à sua hidrodinâmica única, desempenha um papel crítico no balanço global de gases de efeito estufa, e estimativas mais precisas de emissões são essenciais para compreender e mitigar os impactos das mudanças climáticas. Os achados chamam a atenção para a necessidade de uma maior exploração da influência do clima, uso do solo e processos fluviais no ciclo do carbono em grandes rios tropicais.Biblioteca Digitais de Teses e Dissertações da USPBallester, Maria Victoria RamosAraújo, Maria Gabriella da Silva2024-11-19info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/91/91131/tde-13012025-121415/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/openAccesseng2025-01-13T20:34:02Zoai:teses.usp.br:tde-13012025-121415Biblioteca 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:27212025-01-13T20:34:02Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
Variabilidade espaço-temporal da concentração e fluxo de CO2 e CH4 na região do baixo Amazonas
title Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
spellingShingle Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
Araújo, Maria Gabriella da Silva
Amazon basin
Bacia Amazônica
Biogeoquímica fluvial
Gases de efeito estufa
Greenhouse gases
Linear models
Modelos lineares
Riverine biogeochemistry
title_short Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
title_full Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
title_fullStr Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
title_full_unstemmed Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
title_sort Spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentration and flux in the Lower Amazon region
author Araújo, Maria Gabriella da Silva
author_facet Araújo, Maria Gabriella da Silva
author_role author
dc.contributor.none.fl_str_mv Ballester, Maria Victoria Ramos
dc.contributor.author.fl_str_mv Araújo, Maria Gabriella da Silva
dc.subject.por.fl_str_mv Amazon basin
Bacia Amazônica
Biogeoquímica fluvial
Gases de efeito estufa
Greenhouse gases
Linear models
Modelos lineares
Riverine biogeochemistry
topic Amazon basin
Bacia Amazônica
Biogeoquímica fluvial
Gases de efeito estufa
Greenhouse gases
Linear models
Modelos lineares
Riverine biogeochemistry
description This research investigates the spatiotemporal variability of carbon dioxide (CO2) and methane (CH4) concentrations and fluxes in the Lower Amazon River. The study aims to understand the hydrodynamic and biogeochemical factors driving the emission of these greenhouse gases, emphasizing their roles in global carbon cycling. The primary objectives are to identify key environmental factors, such as water velocity, channel depth, and organic matter content, that regulate gas production and evasion across different sample stations, from Óbidos to its mouth, and seasons of the river. The methodology involved extensive sampling carried out over nine field campaigns between 2014 and 2023. These campaigns covered all hydrological phases: rising, falling, high, and low water levels. Sampling took place at six key sites along the Lower Amazon River, measuring environmental parameters, including water depth, velocity, temperature, and wind speed. Gas concentrations were collected using a headspace equilibration method, while gas flux was measured using floating chambers. Generalized linear mixed models (GLMMs) were employed to analyze the complex interactions between these environmental variables and the concentrations and fluxes of CO2 and CH4. The findings indicate significant seasonal and spatial variation in both gases. Water velocity and channel depth emerged as the primary drivers of CO2 and CH4 dynamics. CO2 concentrations and fluxes increased markedly during the high-water season, with tidal effects amplifying these patterns. Methane, although more stable than CO2, exhibited some variability, particularly during the low-water period. Suspended sediment concentrations and organic matter also played crucial roles, influencing gas production through microbial processes. Spatially, the study found that CO2 concentrations and fluxes decreased progressively as the river approached the ocean, particularly in the Bailique and Chaves regions, where tidal influences are strongest. These decreases were linked to a reduction in water velocity and channel depth, factors that also influenced CH4 distribution but to a lesser degree. Seasonal patterns further revealed that both gases exhibited heightened evasion fluxes during high-water periods, driven by increased river discharge and tidal dynamics. The study highlights the complexity of gas dynamics in the Lower Amazon, where hydrodynamic factors like river discharge and tidal flow interact with biogeochemical processes to regulate greenhouse gas emissions. These emissions, particularly CO2, are exacerbated during the high-water season when river discharge increases, contributing to a significant release of carbon into the atmosphere. Additionally, the study points out the importance of understanding methane dynamics, which are influenced by water depth and oxygen levels, affecting its production and oxidation. In conclusion, the research underscores the need for continuous monitoring and an integrated approach to modeling carbon emissions in tropical river systems. The Lower Amazon, due to its unique hydrodynamics, plays a critical role in global greenhouse gas budgets, and improved emission estimates are essential for better understanding and mitigating climate change impacts. The findings call for further exploration of the influence of climate, land use, and riverine processes on carbon cycling in large tropical rivers.
publishDate 2024
dc.date.none.fl_str_mv 2024-11-19
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
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dc.identifier.uri.fl_str_mv https://www.teses.usp.br/teses/disponiveis/91/91131/tde-13012025-121415/
url https://www.teses.usp.br/teses/disponiveis/91/91131/tde-13012025-121415/
dc.language.iso.fl_str_mv eng
language eng
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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
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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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