Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática

Detalhes bibliográficos
Ano de defesa: 2025
Autor(a) principal: Xavier, Cinthia Sany França
Orientador(a): Vieira, Fernando Fernandes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso embargado
Idioma: por
Instituição de defesa: Universidade Estadual da Paraíba
Programa de Pós-Graduação: Programa de Pós-Graduação em Ciência e Tecnologia Ambiental - PPGCTA
Departamento: Pró-Reitoria de Pós-Graduação e Pesquisa - PRPGP
País: BR
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.uepb.edu.br/handle/123456789/72150
Resumo: Contamination of natural and wastewater by herbicides such as glyphosate has become one of the major environmental challenges of modern society. Although its use is targeted, glyphosate application can lead to soil and water pollution, resulting in environmental degradation, public health risks, and ecological imbalances. In this context, the aim of this study was to evaluate the removal of glyphosate from aqueous solutions through adsorption processes, conducted in both batch systems and fixed-bed columns, using bentonite clay in its natural and calcined forms. Clay preparation involved washing, drying, manual grinding, calcination at 500 °C, and sieving through a MESH 100 screen. In the batch adsorption experiments, the effects of solution pH, adsorbent mass, contact time, and initial adsorbate concentration were investigated. The study also included an analysis of adsorption kinetics and equilibrium using isotherm models. For fixed-bed adsorption, a 2³ factorial experimental design was employed to assess the influence of initial pollutant concentration (Co), bed mass (M), and flow rate (Q) on saturation time (tsat) and adsorption capacity (qsat). Results showed that the points of zero charge (pH_PZC) for the natural and calcined clays were 6.77 and 4.12, respectively. Adsorption was more efficient at pH 4 for natural clay and at pH 6 for calcined clay. In the batch experiments, adsorbent mass did not have a significant effect on glyphosate removal by natural clay, considering the response variable % removal. Adsorption equilibrium was reached within 30 minutes, and the pseudo-second-order model best described the kinetic behavior of the process. The Langmuir isotherm provided the best fit for the equilibrium data. In fixed-bed experiments, shorter saturation times (tsat) were observed with increasing Co and Q, and decreasing M. The adsorption capacity (qsat) increased with higher Co and lower Q and M. Among the evaluated analytical models, the Yan model best represented the breakthrough curve behavior. In summary, both batch and fixed-bed adsorption systems showed strong potential as advanced treatment alternatives for water and effluents contaminated with glyphosate.
id UEPB-2_4817d0a56a2cb1d47f7ac0d77064aea9
oai_identifier_str oai:repositorio.uepb.edu.br:123456789/72150
network_acronym_str UEPB-2
network_name_str Repositório Institucional da Universidade Estadual da Paraíba (UEPB)
repository_id_str
spelling 2026-02-20T13:32:40Z2026-02-25T12:26:46Z2999-12-312025-04-28XAVIER, Cinthia Sany França. Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática. 2025. 150 p. Tese (Programa de Pós-Graduação em Ciência e Tecnologia Ambiental - PPGCTA) - Universidade Estadual da Paraíba, Campina Grande, 2025https://repositorio.uepb.edu.br/handle/123456789/7215024004014005P9Contamination of natural and wastewater by herbicides such as glyphosate has become one of the major environmental challenges of modern society. Although its use is targeted, glyphosate application can lead to soil and water pollution, resulting in environmental degradation, public health risks, and ecological imbalances. In this context, the aim of this study was to evaluate the removal of glyphosate from aqueous solutions through adsorption processes, conducted in both batch systems and fixed-bed columns, using bentonite clay in its natural and calcined forms. Clay preparation involved washing, drying, manual grinding, calcination at 500 °C, and sieving through a MESH 100 screen. In the batch adsorption experiments, the effects of solution pH, adsorbent mass, contact time, and initial adsorbate concentration were investigated. The study also included an analysis of adsorption kinetics and equilibrium using isotherm models. For fixed-bed adsorption, a 2³ factorial experimental design was employed to assess the influence of initial pollutant concentration (Co), bed mass (M), and flow rate (Q) on saturation time (tsat) and adsorption capacity (qsat). Results showed that the points of zero charge (pH_PZC) for the natural and calcined clays were 6.77 and 4.12, respectively. Adsorption was more efficient at pH 4 for natural clay and at pH 6 for calcined clay. In the batch experiments, adsorbent mass did not have a significant effect on glyphosate removal by natural clay, considering the response variable % removal. Adsorption equilibrium was reached within 30 minutes, and the pseudo-second-order model best described the kinetic behavior of the process. The Langmuir isotherm provided the best fit for the equilibrium data. In fixed-bed experiments, shorter saturation times (tsat) were observed with increasing Co and Q, and decreasing M. The adsorption capacity (qsat) increased with higher Co and lower Q and M. Among the evaluated analytical models, the Yan model best represented the breakthrough curve behavior. In summary, both batch and fixed-bed adsorption systems showed strong potential as advanced treatment alternatives for water and effluents contaminated with glyphosate.A contaminação de águas naturais e residuais por herbicidas, como o glifosato, representa um dos principais desafios ambientais enfrentados pela sociedade contemporânea. Embora seu uso seja direcionado, a aplicação desse composto pode resultar na poluição de solos e corpos hídricos, provocando degradação ambiental, riscos à saúde pública e desequilíbrios ecossistêmicos. Diante desse cenário, o presente estudo teve como objetivo avaliar a remoção do glifosato de soluções aquosas por meio de processos de adsorção, realizados em sistema de batelada e em coluna de leito fixo, utilizando argila bentonita nas formas in natura e calcinada. A preparação da argila envolveu etapas de lavagem, secagem, moagem manual, calcinação a 500 °C e peneiramento em malha MESH 100. Nos ensaios em batelada, investigaram-se os efeitos do pH da solução, da massa do adsorvente, do tempo de contato e da concentração inicial do adsorvato. Foram também analisados os aspectos cinéticos e de equilíbrio da adsorção, por meio do ajuste a modelos de isotermas. Para os testes em leito fixo, foi adotado um planejamento experimental fatorial 2³, com a finalidade de avaliar a influência da concentração inicial do poluente (Co), da massa do leito (M) e da vazão de alimentação (Q) sobre o tempo de saturação (tsat) e a capacidade de adsorção (qsat). Os resultados indicaram que os pontos de carga zero (pHPCZ) das argilas in natura e calcinada foram de 6,77 e 4,12, respectivamente. A eficiência de adsorção foi maior em pH 4 para a argila in natura e em pH 6 para a calcinada. Nos experimentos em batelada, a massa do adsorvente não apresentou influência significativa sobre a remoção do glifosato com a argila in natura, considerando-se a variável resposta percentual de remoção (%rem). O equilíbrio de adsorção foi atingido em 30 minutos, sendo a cinética do processo mais bem descrita pelo modelo de pseudosegunda ordem. A isoterma de Langmuir foi a que melhor representou os dados experimentais de equilíbrio. Nos ensaios com leito fixo, observou-se que menores tempos de saturação (tsat) ocorreram com o aumento de Co e Q, e com a diminuição de M. A capacidade de adsorção (qsat) aumentou com a elevação de Co e com a redução de Q e M. Entre os modelos avaliados para descrever as curvas de ruptura, o modelo de Yan apresentou o melhor ajuste aos dados experimentais. Em síntese, os sistemas de adsorção em batelada e em leito fixo demonstraram elevado potencial como tecnologias de tratamento avançado para águas e efluentes contaminados com glifosato.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfUniversidade Estadual da ParaíbaPrograma de Pós-Graduação em Ciência e Tecnologia Ambiental - PPGCTAUEPBBRPró-Reitoria de Pós-Graduação e Pesquisa - PRPGPPró-Reitoria de Pós-Graduação e Pesquisa - PRPGPENGENHARIASRemoção de pesticidasCinética de adsorçãoIsotermas de equilíbrioColuna de leito fixoAdsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemáticainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisVieira, Fernando FernandesXavier, Cinthia Sany Françainfo:eu-repo/semantics/embargoedAccessporreponame:Repositório Institucional da Universidade Estadual da Paraíba (UEPB)instname:Universidade Estadual da Paraíba (UEPB)instacron:UEPBORIGINALTS - Cinthia Sany França Xavier.pdfTS - Cinthia Sany França Xavier.pdfTS - Cinthia Sany França Xavierapplication/pdf3508086https://repositorio.uepb.edu.br/bitstreams/233bba11-55ca-438b-9d32-85ff42757efc/downloadbf80d6c330cce005ba2a8a18b40666abMD55trueAnonymousREADTermo de Depósito BDTD.pdfTermo de Depósito BDTD.pdfTermo de Depósito BDTDapplication/pdf423185https://repositorio.uepb.edu.br/bitstreams/dda18a7a-e45d-4199-9adf-5bad4aed00c1/download222e4db69d59ea2c3b1bd1e2f1921040MD53falseAnonymousREAD2999-12-31LICENSElicense.txtlicense.txttext/plain; charset=utf-81960https://repositorio.uepb.edu.br/bitstreams/9456e58c-6e67-493a-a949-30f847dcf25d/download6052ae61e77222b2086e666b7ae213ceMD54falseAnonymousREADlicense.txtlicense.txttext/plain; charset=utf-81324https://repositorio.uepb.edu.br/bitstreams/fa55d9f0-e536-4ece-b25b-96ef8e564fb2/downloadea12793326f265c7d8ea2bcdd2c49d6fMD56falseAnonymousREADTHUMBNAILTS - Cinthia Sany França Xavier.pdf.jpgTS - Cinthia Sany França Xavier.pdf.jpgGenerated Thumbnailimage/jpeg3183https://repositorio.uepb.edu.br/bitstreams/12c4ad01-6d23-4ced-9303-6454048dba7d/downloadfdad02ff708b1a1cebc1ac4998f93fe3MD57falseAnonymousREADTermo de Depósito BDTD.pdf.jpgTermo de Depósito BDTD.pdf.jpgGenerated Thumbnailimage/jpeg4727https://repositorio.uepb.edu.br/bitstreams/847d5ef9-6385-4f28-811a-33a99c1c4d3e/downloada1d55e1b445232d7b5f350712ec0979eMD58falseAnonymousREAD2999-12-31123456789/721502026-05-06T11:50:26.023108Zopen.accessoai:repositorio.uepb.edu.br:123456789/72150https://repositorio.uepb.edu.brRepositório InstitucionalPUBhttp://dspace.bc.uepb.edu.br/oai/requestsibuepb@setor.uepb.edu.bropendoar:2026-05-06T11:50:26Repositório Institucional da Universidade Estadual da Paraíba (UEPB) - Universidade Estadual da Paraíba (UEPB)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
dc.title.none.fl_str_mv Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
title Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
spellingShingle Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
Xavier, Cinthia Sany França
ENGENHARIAS
Remoção de pesticidas
Cinética de adsorção
Isotermas de equilíbrio
Coluna de leito fixo
title_short Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
title_full Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
title_fullStr Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
title_full_unstemmed Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
title_sort Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática
author Xavier, Cinthia Sany França
author_facet Xavier, Cinthia Sany França
author_role author
dc.contributor.advisor1.fl_str_mv Vieira, Fernando Fernandes
dc.contributor.author.fl_str_mv Xavier, Cinthia Sany França
contributor_str_mv Vieira, Fernando Fernandes
dc.subject.cnpq.fl_str_mv ENGENHARIAS
topic ENGENHARIAS
Remoção de pesticidas
Cinética de adsorção
Isotermas de equilíbrio
Coluna de leito fixo
dc.subject.por.fl_str_mv Remoção de pesticidas
Cinética de adsorção
Isotermas de equilíbrio
Coluna de leito fixo
description Contamination of natural and wastewater by herbicides such as glyphosate has become one of the major environmental challenges of modern society. Although its use is targeted, glyphosate application can lead to soil and water pollution, resulting in environmental degradation, public health risks, and ecological imbalances. In this context, the aim of this study was to evaluate the removal of glyphosate from aqueous solutions through adsorption processes, conducted in both batch systems and fixed-bed columns, using bentonite clay in its natural and calcined forms. Clay preparation involved washing, drying, manual grinding, calcination at 500 °C, and sieving through a MESH 100 screen. In the batch adsorption experiments, the effects of solution pH, adsorbent mass, contact time, and initial adsorbate concentration were investigated. The study also included an analysis of adsorption kinetics and equilibrium using isotherm models. For fixed-bed adsorption, a 2³ factorial experimental design was employed to assess the influence of initial pollutant concentration (Co), bed mass (M), and flow rate (Q) on saturation time (tsat) and adsorption capacity (qsat). Results showed that the points of zero charge (pH_PZC) for the natural and calcined clays were 6.77 and 4.12, respectively. Adsorption was more efficient at pH 4 for natural clay and at pH 6 for calcined clay. In the batch experiments, adsorbent mass did not have a significant effect on glyphosate removal by natural clay, considering the response variable % removal. Adsorption equilibrium was reached within 30 minutes, and the pseudo-second-order model best described the kinetic behavior of the process. The Langmuir isotherm provided the best fit for the equilibrium data. In fixed-bed experiments, shorter saturation times (tsat) were observed with increasing Co and Q, and decreasing M. The adsorption capacity (qsat) increased with higher Co and lower Q and M. Among the evaluated analytical models, the Yan model best represented the breakthrough curve behavior. In summary, both batch and fixed-bed adsorption systems showed strong potential as advanced treatment alternatives for water and effluents contaminated with glyphosate.
publishDate 2025
dc.date.issued.fl_str_mv 2025-04-28
dc.date.accessioned.fl_str_mv 2026-02-20T13:32:40Z
2026-02-25T12:26:46Z
dc.date.available.fl_str_mv 2999-12-31
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.citation.fl_str_mv XAVIER, Cinthia Sany França. Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática. 2025. 150 p. Tese (Programa de Pós-Graduação em Ciência e Tecnologia Ambiental - PPGCTA) - Universidade Estadual da Paraíba, Campina Grande, 2025
dc.identifier.uri.fl_str_mv https://repositorio.uepb.edu.br/handle/123456789/72150
dc.identifier.capesdegreeprogramcode.none.fl_str_mv 24004014005P9
identifier_str_mv XAVIER, Cinthia Sany França. Adsorção do herbicida glifosato utilizando argila bentonita: avaliação experimental e modelagem matemática. 2025. 150 p. Tese (Programa de Pós-Graduação em Ciência e Tecnologia Ambiental - PPGCTA) - Universidade Estadual da Paraíba, Campina Grande, 2025
24004014005P9
url https://repositorio.uepb.edu.br/handle/123456789/72150
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual da Paraíba
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Ciência e Tecnologia Ambiental - PPGCTA
dc.publisher.initials.fl_str_mv UEPB
dc.publisher.country.fl_str_mv BR
dc.publisher.department.fl_str_mv Pró-Reitoria de Pós-Graduação e Pesquisa - PRPGP
Pró-Reitoria de Pós-Graduação e Pesquisa - PRPGP
publisher.none.fl_str_mv Universidade Estadual da Paraíba
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Estadual da Paraíba (UEPB)
instname:Universidade Estadual da Paraíba (UEPB)
instacron:UEPB
instname_str Universidade Estadual da Paraíba (UEPB)
instacron_str UEPB
institution UEPB
reponame_str Repositório Institucional da Universidade Estadual da Paraíba (UEPB)
collection Repositório Institucional da Universidade Estadual da Paraíba (UEPB)
bitstream.url.fl_str_mv https://repositorio.uepb.edu.br/bitstreams/233bba11-55ca-438b-9d32-85ff42757efc/download
https://repositorio.uepb.edu.br/bitstreams/dda18a7a-e45d-4199-9adf-5bad4aed00c1/download
https://repositorio.uepb.edu.br/bitstreams/9456e58c-6e67-493a-a949-30f847dcf25d/download
https://repositorio.uepb.edu.br/bitstreams/fa55d9f0-e536-4ece-b25b-96ef8e564fb2/download
https://repositorio.uepb.edu.br/bitstreams/12c4ad01-6d23-4ced-9303-6454048dba7d/download
https://repositorio.uepb.edu.br/bitstreams/847d5ef9-6385-4f28-811a-33a99c1c4d3e/download
bitstream.checksum.fl_str_mv bf80d6c330cce005ba2a8a18b40666ab
222e4db69d59ea2c3b1bd1e2f1921040
6052ae61e77222b2086e666b7ae213ce
ea12793326f265c7d8ea2bcdd2c49d6f
fdad02ff708b1a1cebc1ac4998f93fe3
a1d55e1b445232d7b5f350712ec0979e
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da Universidade Estadual da Paraíba (UEPB) - Universidade Estadual da Paraíba (UEPB)
repository.mail.fl_str_mv sibuepb@setor.uepb.edu.br
_version_ 1865082777471287296