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Registro Completo |
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Biblioteca(s): |
Embrapa Unidades Centrais. |
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Data corrente: |
25/01/2024 |
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Data da última atualização: |
25/01/2024 |
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Autoria: |
VILAS BÔAS, I. A.; FERNANDES, F. A.; FERNANDES, T. J.; MUNIZ, J. A. |
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Afiliação: |
ISOLINA APARECIDA VILAS BÔAS, UNIVERSIDADE FEDERAL DE LAVRAS; FELIPE AUGUSTO FERNANDES, UNIVERSIDADE FEDERAL DE LAVRAS; TALES JESUS FERNANDES, UNIVERSIDADE FEDERAL DE LAVRAS; JOEL AUGUSTO MUNIZ, UNIVERSIDADE FEDERAL DE LAVRAS. |
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Título: |
Study of dry matter accumulation in maize hybrids using nonlinear models. |
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Ano de publicação: |
2023 |
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Fonte/Imprenta: |
Pesquisa Agropecuária Brasileira, v. 58, e03077, 2023. |
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DOI: |
https://doi.org/10.1590/S1678-3921.pab2023.v58.03077 |
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Idioma: |
Inglês |
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Notas: |
Título em português: Estudo do acúmulo de matéria seca em híbridos de milho por meio de modelos não lineares. |
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Conteúdo: |
ABSTRACT - The objective of this work was to study the growth curves of total dry matter (TDM) accumulation of the P30F33 and GNZ2004 maize hybrids using nonlinear models. The used models were: Brody, Gompertz, logistic, Meloun I, Meloun II, Michaelis-Menten, modified Michaelis-Menten, Mitscherlich, Richards, Schnute, von Bertalanffy, and Weibull. To estimate the parameters, the least squares method and the Gauss-Newton convergence algorithm were used. The adjusted coefficient of determination, the residual standard deviation, and the Akaike information criterion were used as criteria to evaluate the goodness of fit of the models. The Gauss-Newton method did not converge for 8 out of the 12 models studied. The Gompertz, logistic, von Bertalanffy, and Weibull models were considered appropriate for fitting the dry matter accumulation of the evaluated maize hybrids. The estimated TDM was 34,700 and 31,980 kg ha-¹ for GNZ2004 and P30F33, respectively. The maximum daily gain in TDM was 483 and 381 kg ha-¹, respectively, reached at 83 days after emergence, with TDM stabilization at 121 and 129 days after emergence. The logistic model is the best one to describe the TDM accumulation of the GNZ2004 and P30F33 maize hybrids. RESUMO - O objetivo deste trabalho foi estudar as curvas de crescimento de acúmulo de matéria seca total (MST) dos híbridos de milho P30F33 e GNZ2004, por meio de modelos não lineares. Os modelos utilizados foram: Brody, Gompertz, logístico, Meloun I, Meloun II, Michaelis-Menten, Michaelis-Menten modificado, Mitscherlich, Richards, Schnute, von Bertalanffy e Weibull. Para estimar os parâmetros, foram utilizados o método de mínimos quadrados e o algoritmo de convergência de Gauss-Newton. O coeficiente de determinação ajustado, o desvio-padrão residual e o critério de informação de Akaike foram utilizados como critérios para avaliar a qualidade de ajuste dos modelos. O método de Gauss-Newton não convergiu para 8 dos 12 modelos estudados. Já os modelos Gompertz, logístico, von Bertalanffy e Weibull foram considerados adequados para ajustar o acúmulo de matéria seca dos híbridos de milho avaliados. A MST estimada foi 34.700 e 31.980 kg ha-¹ para GNZ2004 e P30F33, respectivamente. O ganho diário máximo de MST foi 483 e 381 kg ha-¹, respectivamente, tendo sido atingido aos 83 dias após emergência, com estabilização da MST aos 121 e 129 dias após emergência. O modelo logístico é o melhor para descrever a MST acumulada dos híbridos de milho GNZ20004 e P30F33. MenosABSTRACT - The objective of this work was to study the growth curves of total dry matter (TDM) accumulation of the P30F33 and GNZ2004 maize hybrids using nonlinear models. The used models were: Brody, Gompertz, logistic, Meloun I, Meloun II, Michaelis-Menten, modified Michaelis-Menten, Mitscherlich, Richards, Schnute, von Bertalanffy, and Weibull. To estimate the parameters, the least squares method and the Gauss-Newton convergence algorithm were used. The adjusted coefficient of determination, the residual standard deviation, and the Akaike information criterion were used as criteria to evaluate the goodness of fit of the models. The Gauss-Newton method did not converge for 8 out of the 12 models studied. The Gompertz, logistic, von Bertalanffy, and Weibull models were considered appropriate for fitting the dry matter accumulation of the evaluated maize hybrids. The estimated TDM was 34,700 and 31,980 kg ha-¹ for GNZ2004 and P30F33, respectively. The maximum daily gain in TDM was 483 and 381 kg ha-¹, respectively, reached at 83 days after emergence, with TDM stabilization at 121 and 129 days after emergence. The logistic model is the best one to describe the TDM accumulation of the GNZ2004 and P30F33 maize hybrids. RESUMO - O objetivo deste trabalho foi estudar as curvas de crescimento de acúmulo de matéria seca total (MST) dos híbridos de milho P30F33 e GNZ2004, por meio de modelos não lineares. Os modelos utilizados foram: Brody, Gompertz, logístico, Meloun I, Meloun II, ... Mostrar Tudo |
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Thesagro: |
Matéria Seca; Método de Análise; Milho Hibrido; Zea Mays. |
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Thesaurus Nal: |
Nonlinear models; Plant growth; Regression analysis. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1161326/1/Study-dry-matter-accumulation-2023.pdf
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Marc: |
LEADER 03445naa a2200265 a 4500
001 2161326
005 2024-01-25
008 2023 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1590/S1678-3921.pab2023.v58.03077$2DOI
100 1 $aVILAS BÔAS, I. A.
245 $aStudy of dry matter accumulation in maize hybrids using nonlinear models.$h[electronic resource]
260 $c2023
500 $aTítulo em português: Estudo do acúmulo de matéria seca em híbridos de milho por meio de modelos não lineares.
520 $aABSTRACT - The objective of this work was to study the growth curves of total dry matter (TDM) accumulation of the P30F33 and GNZ2004 maize hybrids using nonlinear models. The used models were: Brody, Gompertz, logistic, Meloun I, Meloun II, Michaelis-Menten, modified Michaelis-Menten, Mitscherlich, Richards, Schnute, von Bertalanffy, and Weibull. To estimate the parameters, the least squares method and the Gauss-Newton convergence algorithm were used. The adjusted coefficient of determination, the residual standard deviation, and the Akaike information criterion were used as criteria to evaluate the goodness of fit of the models. The Gauss-Newton method did not converge for 8 out of the 12 models studied. The Gompertz, logistic, von Bertalanffy, and Weibull models were considered appropriate for fitting the dry matter accumulation of the evaluated maize hybrids. The estimated TDM was 34,700 and 31,980 kg ha-¹ for GNZ2004 and P30F33, respectively. The maximum daily gain in TDM was 483 and 381 kg ha-¹, respectively, reached at 83 days after emergence, with TDM stabilization at 121 and 129 days after emergence. The logistic model is the best one to describe the TDM accumulation of the GNZ2004 and P30F33 maize hybrids. RESUMO - O objetivo deste trabalho foi estudar as curvas de crescimento de acúmulo de matéria seca total (MST) dos híbridos de milho P30F33 e GNZ2004, por meio de modelos não lineares. Os modelos utilizados foram: Brody, Gompertz, logístico, Meloun I, Meloun II, Michaelis-Menten, Michaelis-Menten modificado, Mitscherlich, Richards, Schnute, von Bertalanffy e Weibull. Para estimar os parâmetros, foram utilizados o método de mínimos quadrados e o algoritmo de convergência de Gauss-Newton. O coeficiente de determinação ajustado, o desvio-padrão residual e o critério de informação de Akaike foram utilizados como critérios para avaliar a qualidade de ajuste dos modelos. O método de Gauss-Newton não convergiu para 8 dos 12 modelos estudados. Já os modelos Gompertz, logístico, von Bertalanffy e Weibull foram considerados adequados para ajustar o acúmulo de matéria seca dos híbridos de milho avaliados. A MST estimada foi 34.700 e 31.980 kg ha-¹ para GNZ2004 e P30F33, respectivamente. O ganho diário máximo de MST foi 483 e 381 kg ha-¹, respectivamente, tendo sido atingido aos 83 dias após emergência, com estabilização da MST aos 121 e 129 dias após emergência. O modelo logístico é o melhor para descrever a MST acumulada dos híbridos de milho GNZ20004 e P30F33.
650 $aNonlinear models
650 $aPlant growth
650 $aRegression analysis
650 $aMatéria Seca
650 $aMétodo de Análise
650 $aMilho Hibrido
650 $aZea Mays
700 1 $aFERNANDES, F. A.
700 1 $aFERNANDES, T. J.
700 1 $aMUNIZ, J. A.
773 $tPesquisa Agropecuária Brasileira$gv. 58, e03077, 2023.
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Registro original: |
Embrapa Unidades Centrais (AI-SEDE) |
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 | Acesso ao texto completo restrito à biblioteca da Embrapa Florestas. Para informações adicionais entre em contato com cnpf.biblioteca@embrapa.br. |
Registro Completo
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Biblioteca(s): |
Embrapa Florestas. |
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Data corrente: |
13/05/2024 |
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Data da última atualização: |
13/05/2024 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Circulação/Nível: |
A - 4 |
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Autoria: |
DIAS, I. A.; HORTA, R. P.; MATOS, M.; HELM, C. V.; MAGALHAES, W. L. E.; LIMA, E. A. de; SILVA, B. J. G. da; MUNIZ, G. I. B. de; CADEMARTORI, P. H. G. de. |
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Afiliação: |
IVANA AMORIM DIAS, UNIVERSIDADE FEDERAL DO PARANÁ; RAYTA PAIM HORTA, UNIVERSIDADE FEDERAL DO PARANÁ; MAILSON MATOS, UNIVERSIDADE FEDERAL DO PARANÁ; CRISTIANE VIEIRA HELM, CNPF; WASHINGTON LUIZ ESTEVES MAGALHAES, CNPF; EDSON ALVES DE LIMA, CNPF; BRUNO JOSÉ GONÇALVES DA SILVA, UNIVERSIDADE FEDERAL DO PARANÁ; GRACIELA INES BOLZON DE MUNIZ, UNIVERSIDADE FEDERAL DO PARANÁ; PEDRO HENRIQUE GONZALEZ DE CADEMARTORI, UNIVERSIDADE FEDERAL DO PARANÁ. |
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Título: |
Exploring the antioxidant and antimicrobial properties of the water-soluble fraction derived from pyrolytic lignin separation in fast-pyrolysis bio-oil. |
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Ano de publicação: |
2023 |
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Fonte/Imprenta: |
Biomass Conversion and Biorefinery, p. 1-12, 2023. |
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DOI: |
http://dx.doi.org/10.1007/s13399-023-04561-7 |
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Idioma: |
Inglês |
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Notas: |
Online first. |
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Conteúdo: |
Improving key biomass functionalities necessitates effective liquid-liquid fractionation methods for heavy bio-oil. Here, fast-pyrolysis bio-oil derived from eucalypt wood was fractionated in cold water to separate insoluble and water-soluble fractions. We focus on the water-soluble fraction, a promising renewable source of chemicals with potential antioxidant and antimicrobial approaches. Fast-pyrolysis bio-oil was fractionated in three oil-to-water ratios, 1:100, 1:50, and 1:35, separating the pyrolytic lignin and producing water-soluble fractions as byproducts. The water-soluble fractions were analytically investigated through physicochemical properties, chemical composition by chromatography, phenolic content, antioxidant activity, antimicrobial activity, and their storage stability. Higher water content in the pyrolytic lignin separation resulted in higher yield and higher molecular weight compounds concentration in the water-soluble fractions, with the presence of highvalue- added chemicals, such as catechol, vanillin, and levoglucosan. Levoglucosan was the dominant chemical identified in the water-soluble fractions, notably for the 1:50 oil-to-water ratio. These remarkable chemicals and a high phenolic content contribute to both high antioxidant and antimicrobial activities. Despite the low concentration, all water-soluble fractions exhibited intense inhibition of Trametes versicolor and Gloeophyllum trabeum fungi. The fraction 1:50 completely inhibited the fungal activity. Both 1:100 and 1:50 fractions showed antibacterial activity for Escherichia coli and Staphylococcus aureus. Regardless of the oil-to-water ratio, water-soluble fractions exhibited a relative storage chemical stability under accelerated aging conditions for 43 days. Therefore, water-soluble fractions of fast-pyrolysis bio-oil derived from a simple method to separate pyrolytic lignin are functional materials with remarkable antioxidant and antimicrobial properties and, hence, upgrading bio-oil based on their functionalities. MenosImproving key biomass functionalities necessitates effective liquid-liquid fractionation methods for heavy bio-oil. Here, fast-pyrolysis bio-oil derived from eucalypt wood was fractionated in cold water to separate insoluble and water-soluble fractions. We focus on the water-soluble fraction, a promising renewable source of chemicals with potential antioxidant and antimicrobial approaches. Fast-pyrolysis bio-oil was fractionated in three oil-to-water ratios, 1:100, 1:50, and 1:35, separating the pyrolytic lignin and producing water-soluble fractions as byproducts. The water-soluble fractions were analytically investigated through physicochemical properties, chemical composition by chromatography, phenolic content, antioxidant activity, antimicrobial activity, and their storage stability. Higher water content in the pyrolytic lignin separation resulted in higher yield and higher molecular weight compounds concentration in the water-soluble fractions, with the presence of highvalue- added chemicals, such as catechol, vanillin, and levoglucosan. Levoglucosan was the dominant chemical identified in the water-soluble fractions, notably for the 1:50 oil-to-water ratio. These remarkable chemicals and a high phenolic content contribute to both high antioxidant and antimicrobial activities. Despite the low concentration, all water-soluble fractions exhibited intense inhibition of Trametes versicolor and Gloeophyllum trabeum fungi. The fraction 1:50 completely inhibited the fungal act... Mostrar Tudo |
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Palavras-Chave: |
Antimicrobial potential; Aqueous fraction; Levoglucosan; Storage stability. |
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Thesaurus NAL: |
Antioxidant activity; Phenolic compounds. |
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Categoria do assunto: |
K Ciência Florestal e Produtos de Origem Vegetal |
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Marc: |
LEADER 03046naa a2200313 a 4500
001 2164243
005 2024-05-13
008 2023 bl uuuu u00u1 u #d
024 7 $ahttp://dx.doi.org/10.1007/s13399-023-04561-7$2DOI
100 1 $aDIAS, I. A.
245 $aExploring the antioxidant and antimicrobial properties of the water-soluble fraction derived from pyrolytic lignin separation in fast-pyrolysis bio-oil.$h[electronic resource]
260 $c2023
500 $aOnline first.
520 $aImproving key biomass functionalities necessitates effective liquid-liquid fractionation methods for heavy bio-oil. Here, fast-pyrolysis bio-oil derived from eucalypt wood was fractionated in cold water to separate insoluble and water-soluble fractions. We focus on the water-soluble fraction, a promising renewable source of chemicals with potential antioxidant and antimicrobial approaches. Fast-pyrolysis bio-oil was fractionated in three oil-to-water ratios, 1:100, 1:50, and 1:35, separating the pyrolytic lignin and producing water-soluble fractions as byproducts. The water-soluble fractions were analytically investigated through physicochemical properties, chemical composition by chromatography, phenolic content, antioxidant activity, antimicrobial activity, and their storage stability. Higher water content in the pyrolytic lignin separation resulted in higher yield and higher molecular weight compounds concentration in the water-soluble fractions, with the presence of highvalue- added chemicals, such as catechol, vanillin, and levoglucosan. Levoglucosan was the dominant chemical identified in the water-soluble fractions, notably for the 1:50 oil-to-water ratio. These remarkable chemicals and a high phenolic content contribute to both high antioxidant and antimicrobial activities. Despite the low concentration, all water-soluble fractions exhibited intense inhibition of Trametes versicolor and Gloeophyllum trabeum fungi. The fraction 1:50 completely inhibited the fungal activity. Both 1:100 and 1:50 fractions showed antibacterial activity for Escherichia coli and Staphylococcus aureus. Regardless of the oil-to-water ratio, water-soluble fractions exhibited a relative storage chemical stability under accelerated aging conditions for 43 days. Therefore, water-soluble fractions of fast-pyrolysis bio-oil derived from a simple method to separate pyrolytic lignin are functional materials with remarkable antioxidant and antimicrobial properties and, hence, upgrading bio-oil based on their functionalities.
650 $aAntioxidant activity
650 $aPhenolic compounds
653 $aAntimicrobial potential
653 $aAqueous fraction
653 $aLevoglucosan
653 $aStorage stability
700 1 $aHORTA, R. P.
700 1 $aMATOS, M.
700 1 $aHELM, C. V.
700 1 $aMAGALHAES, W. L. E.
700 1 $aLIMA, E. A. de
700 1 $aSILVA, B. J. G. da
700 1 $aMUNIZ, G. I. B. de
700 1 $aCADEMARTORI, P. H. G. de
773 $tBiomass Conversion and Biorefinery, p. 1-12, 2023.
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