Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas

Detalhes bibliográficos
Ano de defesa: 2025
Autor(a) principal: Anklan, Michele Aline lattes
Orientador(a): Guimarães, Vandeir Francisco lattes
Banca de defesa: Oliveira, Paulo Sérgio Rabello de lattes, Cecatto Junior, Roberto lattes
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Estadual do Oeste do Paraná
Marechal Cândido Rondon
Programa de Pós-Graduação: Programa de Pós-Graduação em Agronomia
Departamento: Centro de Ciências Agrárias
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://tede.unioeste.br/handle/tede/8086
Resumo: Soybean is a crucial crop in Brazilian agriculture, but its development can be compromised by waterlogged soil. Alternatives to mitigate these effects include the use of biostimulants, such as Ascophyllum nodosum seaweed extract, and the inoculation of plant growth-promoting bacteria, such as Azospirillum brasilense. The objective of this study was to evaluate the development of soybean crops in waterlogged soil inoculated with A. brasilense or foliar application of A. nodosum extract, and to study their benefits on photosynthetic, anatomical, biometric, and productive variables. The trial was conducted in a randomized complete block design with four replicates in triplicate. The treatments were: T1 - plants grown in soil near field capacity (control); T2 - plants inoculated via seed with A. brasilense and in soil near field capacity; T3 - plants subjected to foliar spray of seaweed extract (A. nodosum) and in soil near field capacity; and T4 - plants inoculated via seed with A. brasilense + foliar spray of seaweed extract (A. nodosum) and in soil near field capacity; T5 - plants exposed to waterlogged soil (waterlogged control); T6 - plants inoculated via seed with A. brasilense and exposed to waterlogged soil; T7 - plants subjected to foliar spray of seaweed extract (A. nodosum) and exposed to waterlogged soil; and T8 - plants inoculated via seed with A. brasilense + foliar spray of seaweed extract (A. nodosum) and exposed to waterlogged soil at the beginning of pod development (R3). The experimental plot consisted of 12-liter pots with two plants per replicate. Foliar application of seaweed extract occurred at phenological stages V5 and R1. Ten and 20 days after imposition of waterlogging, samples were collected for anatomical, biometric, and physiological evaluations of gas exchange. Production evaluations were performed at the end of the cycle. Soil waterlogging impaired photosynthetic activity, photosynthetic pigments, SPAD index, and foliar nitrogen and phosphorus contents. Although bioinputs did not directly contribute to the maintenance of these factors, they contributed positively to other variables, reducing the impacts of stress on production. Foliar application of seaweed extract (A. nodosum) was more effective in preserving biometric and productive characteristics, minimizing losses. On the other hand, inoculation with A. brasilense showed less significant responses in mitigating the negative effects. Anatomical analysis revealed root acclimation to waterlogging. Inoculation with A. brasilense increased root diameter and the number of metaxylems, suggesting stimulation of root development. Foliar application of seaweed extract, alone or combined with A. brasilense, promoted an increase in the diameter of the central cylinder and the number of metaxylems, indicating an improvement in the conduction of water and nutrients.
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spelling Guimarães, Vandeir Franciscohttp://lattes.cnpq.br/8187147768335662Duarte Júnior, José Barbosahttp://lattes.cnpq.br/6562477237400151Oliveira, Paulo Sérgio Rabello dehttp://lattes.cnpq.br/2175955124082173Cecatto Junior, Robertohttp://lattes.cnpq.br/0317206730872567http://lattes.cnpq.br/8986385971188108Anklan, Michele Aline2025-10-13T22:16:28Z2025-08-22ANKLAN , Michele Aline. Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas. 2025.81f. Dissertação (Mestrado em Agronomia) - Universidade Estadual do Oeste do Paraná, Marechal Cândido Rondon, 2025.https://tede.unioeste.br/handle/tede/8086Soybean is a crucial crop in Brazilian agriculture, but its development can be compromised by waterlogged soil. Alternatives to mitigate these effects include the use of biostimulants, such as Ascophyllum nodosum seaweed extract, and the inoculation of plant growth-promoting bacteria, such as Azospirillum brasilense. The objective of this study was to evaluate the development of soybean crops in waterlogged soil inoculated with A. brasilense or foliar application of A. nodosum extract, and to study their benefits on photosynthetic, anatomical, biometric, and productive variables. The trial was conducted in a randomized complete block design with four replicates in triplicate. The treatments were: T1 - plants grown in soil near field capacity (control); T2 - plants inoculated via seed with A. brasilense and in soil near field capacity; T3 - plants subjected to foliar spray of seaweed extract (A. nodosum) and in soil near field capacity; and T4 - plants inoculated via seed with A. brasilense + foliar spray of seaweed extract (A. nodosum) and in soil near field capacity; T5 - plants exposed to waterlogged soil (waterlogged control); T6 - plants inoculated via seed with A. brasilense and exposed to waterlogged soil; T7 - plants subjected to foliar spray of seaweed extract (A. nodosum) and exposed to waterlogged soil; and T8 - plants inoculated via seed with A. brasilense + foliar spray of seaweed extract (A. nodosum) and exposed to waterlogged soil at the beginning of pod development (R3). The experimental plot consisted of 12-liter pots with two plants per replicate. Foliar application of seaweed extract occurred at phenological stages V5 and R1. Ten and 20 days after imposition of waterlogging, samples were collected for anatomical, biometric, and physiological evaluations of gas exchange. Production evaluations were performed at the end of the cycle. Soil waterlogging impaired photosynthetic activity, photosynthetic pigments, SPAD index, and foliar nitrogen and phosphorus contents. Although bioinputs did not directly contribute to the maintenance of these factors, they contributed positively to other variables, reducing the impacts of stress on production. Foliar application of seaweed extract (A. nodosum) was more effective in preserving biometric and productive characteristics, minimizing losses. On the other hand, inoculation with A. brasilense showed less significant responses in mitigating the negative effects. Anatomical analysis revealed root acclimation to waterlogging. Inoculation with A. brasilense increased root diameter and the number of metaxylems, suggesting stimulation of root development. Foliar application of seaweed extract, alone or combined with A. brasilense, promoted an increase in the diameter of the central cylinder and the number of metaxylems, indicating an improvement in the conduction of water and nutrients.A cultura da soja é de grande importância na agricultura brasileira, mas seu desenvolvimento pode ser comprometido por condições de encharcamento do solo. Como alternativa para mitigar esses efeitos, destacam-se o uso de bioestimulantes, como o extrato de algas marinhas de Ascophyllum nodosum, e a inoculação de bactérias promotoras de crescimento vegetal, como a Azospirillum brasilense. Objetivou-se com este estudo avaliar o desenvolvimento da cultura da soja sob solo encharcado com a inoculação de A. brasilense ou aplicação foliar do extrato de A. nodosum, estudar seus benefícios nas variáveis fotossintéticas, anatômicas, biométricas e produtivas. O ensaio foi conduzido em delineamento de blocos ao acaso com quatro repetições, em triplicata, e os tratamentos foram: T1 - plantas conduzidas em solo próximo da capacidade de campo (controle); T2 - plantas inoculadas via semente com A. brasilense e em solo próximo da capacidade de campo; T3 - plantas submetidas à pulverização foliar de extrato de algas (A. nodosum) e em solo próximo da capacidade de campo; e T4 - plantas inoculadas via semente com A. brasilense + pulverização foliar de extrato de algas (A. nodosum) e em solo próximo da capacidade de campo; T5 - plantas expostas ao solo encharcado (controle encharcado); T6 - plantas inoculadas via semente com A. brasilense e expostas ao solo encharcado; T7 - plantas submetidas a pulverização foliar de extrato de algas (A. nodosum) e expostas ao solo encharcado; e T8 - plantas inoculadas via semente com A. brasilense + pulverização foliar de extrato de algas (A. nodosum) e expostas ao solo encharcado no início do desenvolvimento das vagens (R3). A parcela experimental consistiu em vasos de 12 litros com duas plantas por repetição. A aplicação foliar do extrato de algas ocorreu nos estádios fenológicos V5 e R1. Aos 10 e 20 dias após a imposição do encharcamento foram coletadas amostras para as avaliações anatômicas, biométricas e fisiológicas de trocas gasosas. Ao final do ciclo foram realizadas as avalições produtivas. O encharcamento do solo prejudicou a atividade fotossintética, pigmentos fotossintéticos, índice SPAD e os teores foliares de nitrogênio e fósforo. Embora os bioinsumos não tenham atuado diretamente na manutenção desses fatores, contribuíram positivamente para outras variáveis, reduzindo os impactos do estresse na produção. A aplicação foliar de extrato de algas (A. nodosum) foi mais eficiente na preservação das características biométricas e produtivas, minimizando perdas. Por outro lado, a inoculação com A. brasilense apresentou respostas menos expressivas na mitigação dos efeitos negativos. A análise anatômica revelou aclimatação das raízes ao encharcamento. A inoculação com A. brasilense aumentou o diâmetro das raízes e o número de metaxilemas, sugerindo estímulo ao desenvolvimento radicular. A aplicação foliar de extrato de algas, isoladamente ou combinada com A. brasilense, promoveu o incremento do diâmetro do cilindro central e do número de metaxilemas, indicando uma melhoria na condução de água e nutrientes.Submitted by Helena Bejio (helena.bejio@unioeste.br) on 2025-10-13T22:16:28Z No. of bitstreams: 1 Michele_Anklan_2025.pdf: 2177615 bytes, checksum: 15c573709e77b083562b99ce2fbd10cb (MD5)Made available in DSpace on 2025-10-13T22:16:28Z (GMT). No. of bitstreams: 1 Michele_Anklan_2025.pdf: 2177615 bytes, checksum: 15c573709e77b083562b99ce2fbd10cb (MD5) Previous issue date: 2025-08-22Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfpor-6392337873870130111500Universidade Estadual do Oeste do ParanáMarechal Cândido RondonPrograma de Pós-Graduação em AgronomiaUNIOESTEBrasilCentro de Ciências Agráriashttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessGlycine max L.Ascophyllum nodosumHipóxiaCIÊNCIAS AGRÁRIAS:AGRONOMIAMitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algasinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis5624066117035054290600600600-75855939502896689802075167498588264571reponame:Biblioteca Digital de Teses e Dissertações do UNIOESTEinstname:Universidade Estadual do Oeste do Paraná (UNIOESTE)instacron:UNIOESTEORIGINALMichele_Anklan_2025.pdfMichele_Anklan_2025.pdfapplication/pdf2177615http://tede.unioeste.br:8080/tede/bitstream/tede/8086/2/Michele_Anklan_2025.pdf15c573709e77b083562b99ce2fbd10cbMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://tede.unioeste.br:8080/tede/bitstream/tede/8086/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/80862025-10-13 19:19:22.937oai:tede.unioeste.br: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Biblioteca Digital de Teses e Dissertaçõeshttp://tede.unioeste.br/PUBhttp://tede.unioeste.br/oai/requestbiblioteca.repositorio@unioeste.bropendoar:2025-10-13T22:19:22Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)false
dc.title.por.fl_str_mv Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
title Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
spellingShingle Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
Anklan, Michele Aline
Glycine max L.
Ascophyllum nodosum
Hipóxia
CIÊNCIAS AGRÁRIAS:AGRONOMIA
title_short Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
title_full Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
title_fullStr Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
title_full_unstemmed Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
title_sort Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas
author Anklan, Michele Aline
author_facet Anklan, Michele Aline
author_role author
dc.contributor.advisor1.fl_str_mv Guimarães, Vandeir Francisco
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8187147768335662
dc.contributor.advisor-co1.fl_str_mv Duarte Júnior, José Barbosa
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/6562477237400151
dc.contributor.referee1.fl_str_mv Oliveira, Paulo Sérgio Rabello de
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/2175955124082173
dc.contributor.referee2.fl_str_mv Cecatto Junior, Roberto
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/0317206730872567
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8986385971188108
dc.contributor.author.fl_str_mv Anklan, Michele Aline
contributor_str_mv Guimarães, Vandeir Francisco
Duarte Júnior, José Barbosa
Oliveira, Paulo Sérgio Rabello de
Cecatto Junior, Roberto
dc.subject.por.fl_str_mv Glycine max L.
Ascophyllum nodosum
Hipóxia
topic Glycine max L.
Ascophyllum nodosum
Hipóxia
CIÊNCIAS AGRÁRIAS:AGRONOMIA
dc.subject.cnpq.fl_str_mv CIÊNCIAS AGRÁRIAS:AGRONOMIA
description Soybean is a crucial crop in Brazilian agriculture, but its development can be compromised by waterlogged soil. Alternatives to mitigate these effects include the use of biostimulants, such as Ascophyllum nodosum seaweed extract, and the inoculation of plant growth-promoting bacteria, such as Azospirillum brasilense. The objective of this study was to evaluate the development of soybean crops in waterlogged soil inoculated with A. brasilense or foliar application of A. nodosum extract, and to study their benefits on photosynthetic, anatomical, biometric, and productive variables. The trial was conducted in a randomized complete block design with four replicates in triplicate. The treatments were: T1 - plants grown in soil near field capacity (control); T2 - plants inoculated via seed with A. brasilense and in soil near field capacity; T3 - plants subjected to foliar spray of seaweed extract (A. nodosum) and in soil near field capacity; and T4 - plants inoculated via seed with A. brasilense + foliar spray of seaweed extract (A. nodosum) and in soil near field capacity; T5 - plants exposed to waterlogged soil (waterlogged control); T6 - plants inoculated via seed with A. brasilense and exposed to waterlogged soil; T7 - plants subjected to foliar spray of seaweed extract (A. nodosum) and exposed to waterlogged soil; and T8 - plants inoculated via seed with A. brasilense + foliar spray of seaweed extract (A. nodosum) and exposed to waterlogged soil at the beginning of pod development (R3). The experimental plot consisted of 12-liter pots with two plants per replicate. Foliar application of seaweed extract occurred at phenological stages V5 and R1. Ten and 20 days after imposition of waterlogging, samples were collected for anatomical, biometric, and physiological evaluations of gas exchange. Production evaluations were performed at the end of the cycle. Soil waterlogging impaired photosynthetic activity, photosynthetic pigments, SPAD index, and foliar nitrogen and phosphorus contents. Although bioinputs did not directly contribute to the maintenance of these factors, they contributed positively to other variables, reducing the impacts of stress on production. Foliar application of seaweed extract (A. nodosum) was more effective in preserving biometric and productive characteristics, minimizing losses. On the other hand, inoculation with A. brasilense showed less significant responses in mitigating the negative effects. Anatomical analysis revealed root acclimation to waterlogging. Inoculation with A. brasilense increased root diameter and the number of metaxylems, suggesting stimulation of root development. Foliar application of seaweed extract, alone or combined with A. brasilense, promoted an increase in the diameter of the central cylinder and the number of metaxylems, indicating an improvement in the conduction of water and nutrients.
publishDate 2025
dc.date.accessioned.fl_str_mv 2025-10-13T22:16:28Z
dc.date.issued.fl_str_mv 2025-08-22
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv ANKLAN , Michele Aline. Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas. 2025.81f. Dissertação (Mestrado em Agronomia) - Universidade Estadual do Oeste do Paraná, Marechal Cândido Rondon, 2025.
dc.identifier.uri.fl_str_mv https://tede.unioeste.br/handle/tede/8086
identifier_str_mv ANKLAN , Michele Aline. Mitigação de estresse por encharcamento em soja promovida por Azospirillum brasilense e extrato de algas. 2025.81f. Dissertação (Mestrado em Agronomia) - Universidade Estadual do Oeste do Paraná, Marechal Cândido Rondon, 2025.
url https://tede.unioeste.br/handle/tede/8086
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language por
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dc.publisher.none.fl_str_mv Universidade Estadual do Oeste do Paraná
Marechal Cândido Rondon
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Agronomia
dc.publisher.initials.fl_str_mv UNIOESTE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Centro de Ciências Agrárias
publisher.none.fl_str_mv Universidade Estadual do Oeste do Paraná
Marechal Cândido Rondon
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