Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto

Detalhes bibliográficos
Ano de defesa: 2010
Autor(a) principal: Fernandes, Loane Vaz
Orientador(a): Barros, Nairam Félix de lattes
Banca de defesa: Paiva, Haroldo Nogueira de lattes, Venegas, Victor Hugo Alvarez lattes
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Viçosa
Programa de Pós-Graduação: Mestrado em Solos e Nutrição de Plantas
Departamento: Fertilidade do solo e nutrição de plantas; Gênese, Morfologia e Classificação, Mineralogia, Química,
País: BR
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://locus.ufv.br/handle/123456789/5440
Resumo: The eucalyptus plantations in Brazil cover 4.3 Mha of which 22% is in the state of Sao Paulo. Several studies conclude that there is close and positive correlation between nutrient content and eucalyptus growth rate, and nutrient contents in the leaves reflect the flow of water and nutrients in the soil and correlate with productivity. Thus, the nutritional diagnosis based on tissue analysis can be used as a complementary tool to soil analysis to support crop nutritional management. Among the existing methods of plant nutrient diagnosis, that proposed by Kenworthy (KW) evaluates the balance of nutrients, considering each nutrient individually and the variability of nutrient content in the reference population. On the other hand, the Integrated Diagnosis and Recommendation (DRIS), proposed by Beaufils, evaluates the nutrient equilibrium through the ratio between nutrients. For both it is necessary to construct a set of nutrient standards. The objectives of this work were 1) to obtain standards for KW and DRIS methods, applicable to the diagnosis of nutritional status, based on foliar analysis of young eucalyptus plantations in the state of São Paulo, Brazil; 2) to evaluate the degree of universality of the norms or standards and diagnosis; 3) to evaluate the influence of excluding one or more nutrients showing high contents and high variability in their contents on the diagnosis and on the equilibrium of other nutrients; 4) to develop an alternative method with high biologic meaning, for the definition of sufficiency ranges for the KW and DRIS indexes; 5) to contribute to the improvement of the software NUTREELYPTUS, for leaf nutrient diagnosis. We used database from 1,150 plots of young eucalyptus plantations from which leaves were collected for analysis. The available information included N, P, K, Ca, Mg, S, Cu, Fe, Zn, Mn, and B contents and tree stem height. This stratification was performed by determining the reference population, for which height was greater than average height. We calculated specific (by age and region of cultivation, genetic material, previous crop and textural class) and general (by forest company and for the state of São Paulo) sets of standards. Specific standards were compared with those taken as general standards for each situation by the t test for means and F test for variances. Then, using NUTREELYPTUS, parameterized with these standards (specific and general) and ranges of sufficiency, we obtained the diagnosis of the nutritional status of plantations showing low productivity considering the balance sheet (KW indexes) and equilibrium (DRIS indexes and Potential Response to Fertilization - PRA classes), which were compared, at plot level, based on the frequency of concordant diagnostics (FDC). We used the methods of the Boundary Region (BR) and Mathematics Relative Chance (ChMR) to obtain reference values with greater biological significance. Relevant sets of specific standards were obtained for the diagnosis of nutritional status of young eucalyptus plantations in São Paulo State. The degree of universality of KW and DRIS norms varies with the parameter used (mean, variance, or both together) and, independently of the parameter, is smaller than that of diagnostics made using these standards. For a given company, the high values of FDC allow general standards to be used. Excluding Fe and Mn, nutrients for which the average overall contents were elevated and the variability highest, increases the sensitivity of the diagnostic of nutritional equilibrium, but do not change the degree of universality of the diagnoses made. The KW and DRIS indexes obtained by BF and ChMR can be utilized to obtain the limits of sufficiency ranges with greater biological meaning, seeking the interpretation of foliar analyses. The use of these new limits of sufficiency ranges has little effect on the FDC obtained with specific or general standards. For assessing the nutritional status of young eucalyptus plantations it is recommended to use the limits of sufficiency ranges of KW and DRIS obtained by ChMR method, as proposed in this research. Further studies are needed in order to correlate the nutritional status of young eucalyptus plantations to yield at the harvest age.
id UFV_e94a01b21f315c6ef5d9a2995993054e
oai_identifier_str oai:locus.ufv.br:123456789/5440
network_acronym_str UFV
network_name_str LOCUS Repositório Institucional da UFV
repository_id_str
spelling Fernandes, Loane Vazhttp://lattes.cnpq.br/6191785915680594Neves, Júlio César Limahttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4783076D4Leite, Roberto de Aquinohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4785893P8Barros, Nairam Félix dehttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4783694P8Paiva, Haroldo Nogueira dehttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4788177J6Venegas, Victor Hugo Alvarezhttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4727865T02015-03-26T13:53:13Z2011-09-052015-03-26T13:53:13Z2010-02-24FERNANDES, Loane Vaz. Standards and sufficient ranges for leaf nutrient diagnosis based on eucalypt tree relative growth. 2010. 97 f. Dissertação (Mestrado em Fertilidade do solo e nutrição de plantas; Gênese, Morfologia e Classificação, Mineralogia, Química,) - Universidade Federal de Viçosa, Viçosa, 2010.http://locus.ufv.br/handle/123456789/5440The eucalyptus plantations in Brazil cover 4.3 Mha of which 22% is in the state of Sao Paulo. Several studies conclude that there is close and positive correlation between nutrient content and eucalyptus growth rate, and nutrient contents in the leaves reflect the flow of water and nutrients in the soil and correlate with productivity. Thus, the nutritional diagnosis based on tissue analysis can be used as a complementary tool to soil analysis to support crop nutritional management. Among the existing methods of plant nutrient diagnosis, that proposed by Kenworthy (KW) evaluates the balance of nutrients, considering each nutrient individually and the variability of nutrient content in the reference population. On the other hand, the Integrated Diagnosis and Recommendation (DRIS), proposed by Beaufils, evaluates the nutrient equilibrium through the ratio between nutrients. For both it is necessary to construct a set of nutrient standards. The objectives of this work were 1) to obtain standards for KW and DRIS methods, applicable to the diagnosis of nutritional status, based on foliar analysis of young eucalyptus plantations in the state of São Paulo, Brazil; 2) to evaluate the degree of universality of the norms or standards and diagnosis; 3) to evaluate the influence of excluding one or more nutrients showing high contents and high variability in their contents on the diagnosis and on the equilibrium of other nutrients; 4) to develop an alternative method with high biologic meaning, for the definition of sufficiency ranges for the KW and DRIS indexes; 5) to contribute to the improvement of the software NUTREELYPTUS, for leaf nutrient diagnosis. We used database from 1,150 plots of young eucalyptus plantations from which leaves were collected for analysis. The available information included N, P, K, Ca, Mg, S, Cu, Fe, Zn, Mn, and B contents and tree stem height. This stratification was performed by determining the reference population, for which height was greater than average height. We calculated specific (by age and region of cultivation, genetic material, previous crop and textural class) and general (by forest company and for the state of São Paulo) sets of standards. Specific standards were compared with those taken as general standards for each situation by the t test for means and F test for variances. Then, using NUTREELYPTUS, parameterized with these standards (specific and general) and ranges of sufficiency, we obtained the diagnosis of the nutritional status of plantations showing low productivity considering the balance sheet (KW indexes) and equilibrium (DRIS indexes and Potential Response to Fertilization - PRA classes), which were compared, at plot level, based on the frequency of concordant diagnostics (FDC). We used the methods of the Boundary Region (BR) and Mathematics Relative Chance (ChMR) to obtain reference values with greater biological significance. Relevant sets of specific standards were obtained for the diagnosis of nutritional status of young eucalyptus plantations in São Paulo State. The degree of universality of KW and DRIS norms varies with the parameter used (mean, variance, or both together) and, independently of the parameter, is smaller than that of diagnostics made using these standards. For a given company, the high values of FDC allow general standards to be used. Excluding Fe and Mn, nutrients for which the average overall contents were elevated and the variability highest, increases the sensitivity of the diagnostic of nutritional equilibrium, but do not change the degree of universality of the diagnoses made. The KW and DRIS indexes obtained by BF and ChMR can be utilized to obtain the limits of sufficiency ranges with greater biological meaning, seeking the interpretation of foliar analyses. The use of these new limits of sufficiency ranges has little effect on the FDC obtained with specific or general standards. For assessing the nutritional status of young eucalyptus plantations it is recommended to use the limits of sufficiency ranges of KW and DRIS obtained by ChMR method, as proposed in this research. Further studies are needed in order to correlate the nutritional status of young eucalyptus plantations to yield at the harvest age.Os plantios com eucalipto no país ocupam 4,3 megahectares, dos quais 22 % encontram-se no estado de São Paulo. Diversos trabalhos concluem que há correlação positiva e estreita entre acúmulo de nutrientes e taxa de crescimento do eucalipto, e que os teores de nutrientes nas folhas refletem os fluxos de água e nutrientes no sistema e se correlacionam com a produtividade. Assim, a diagnose nutricional com base em análise de tecido pode ser utilizada como ferramenta complementar à análise de solo para subsidiar o manejo nutricional das culturas. Dos métodos de diagnose existentes, o proposto por Kenworthy (KW) avalia o balanço, considerando os nutrientes de forma individual além de incorporar a variabilidade do teor na população de referência. Já o Sistema Integrado de Diagnose e Recomendação (DRIS), proposto por Beaufils, avalia o equilíbrio nutricional por meio de relações entre os nutrientes. Para ambos há necessidade de se dispor de valores de referência, ou seja, de normas. Os objetivos deste trabalho foram: 1) obter normas para os métodos KW e DRIS, aplicáveis à diagnose do estado nutricional, com base em análise foliar, de plantios jovens de eucalipto no Estado de São Paulo; 2) avaliar o grau de universalidade das normas e dos diagnósticos; 3) avaliar a influência da exclusão de nutrientes cujas normas apresentam altos teores e variabilidade sobre a diagnose, quanto ao equilíbrio, dos demais nutrientes; 4) desenvolver método alternativo, com enfoque mais biológico, para a definição das faixas de suficiência para KW e DRIS; 5) contribuir para a parametrização e aprimoramento do aplicativo computacional NUTREELYPTUS. Foi utilizado banco de dados de análises foliares de 1.150 talhões de plantios jovens de eucalipto, em áreas de duas empresas, contendo informações referentes aos teores de N, P, K, Ca, Mg, S, Cu, Fe, Zn, Mn e B e produtividade. Foi realizada a estratificação deste, determinando a população de referência, cuja altura era maior que a altura média. Foram calculados conjuntos de normas específicas (por época e região de plantio, material genético, cultura antecessora e classe textural), e gerais (por Empresa e para o estado de São Paulo). As normas específicas foram comparadas com as normas tidas como gerais para cada situação, mediante o teste t para as médias e o teste F para as variâncias. A seguir, com o auxílio do NUTREELYPTUS, parametrizado com essas normas (específicas e gerais) e faixas de suficiência, foram obtidos os diagnósticos do estado nutricional de plantios de baixa produtividade quanto ao balanço (índices KW) e equilíbrio (índices DRIS e classes de Potencial de Resposta à Adubação - PRA), que foram comparados, em nível de talhão, pela Frequência de Diagnósticos Concordantes (FDC). Foram utilizados os métodos da Região de Fronteira (RF) e da Chance Matemática Relativa (ChMR) para a obtenção de limites das faixas de suficiência com maior significado biológico. Foram obtidos conjuntos de normas específicas e normas gerais úteis à diagnose do estado nutricional de plantios jovens de eucalipto no estado de São Paulo. O grau de universalidade das normas KW e DRIS varia conforme o parâmetro usado (média, variância ou ambas conjuntamente) e independente do parâmetro é menor do que o dos diagnósticos produzidos com o uso destas normas. Numa mesma empresa, os altos valores de FDC permitem que normas gerais sejam utilizadas. A exclusão de Fe e Mn, nutrientes cujas médias em geral apresentaram-se elevadas e com as maiores variabilidades, aumenta a sensibilidade dos diagnósticos quanto ao equilíbrio nutricional, mas não altera de modo relevante o grau de universalidade dos diagnósticos produzidos. Os métodos RF e ChMR podem ser utilizados visando à obtenção dos limites das faixas de suficiência com maior significado biológico, visando à interpretação de índices KW e DRIS. A utilização desses novos limites de faixas de suficiência pouco alterou a FDC obtidos com normas específicas ou gerais. Para a avaliação do estado nutricional de plantios jovens de eucalipto recomenda-se a utilização dos limites das faixas de suficiência KW e DRIS como proposto neste trabalho pelo método ChMR. São necessários estudos adicionais de modo a correlacionar o estado nutricional de plantios jovens de eucalipto com a produtividade na idade de corte.Coordenação de Aperfeiçoamento de Pessoal de Nível Superiorapplication/pdfporUniversidade Federal de ViçosaMestrado em Solos e Nutrição de PlantasUFVBRFertilidade do solo e nutrição de plantas; Gênese, Morfologia e Classificação, Mineralogia, Química,EucaliptoDiagnose nutricionalDRISEucalyptNutritional diagnosisDRISCNPQ::CIENCIAS AGRARIAS::AGRONOMIA::CIENCIA DO SOLONormas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucaliptoStandards and sufficient ranges for leaf nutrient diagnosis based on eucalypt tree relative growthinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFVORIGINALtexto completo.pdfapplication/pdf1131792https://locus.ufv.br//bitstream/123456789/5440/1/texto%20completo.pdf9a2ef42d8f60412df89935dbf9623db3MD51TEXTtexto completo.pdf.txttexto completo.pdf.txtExtracted texttext/plain188266https://locus.ufv.br//bitstream/123456789/5440/2/texto%20completo.pdf.txteb1d60df0c8fccd588ec2fd296c7df15MD52THUMBNAILtexto completo.pdf.jpgtexto completo.pdf.jpgIM Thumbnailimage/jpeg3566https://locus.ufv.br//bitstream/123456789/5440/3/texto%20completo.pdf.jpg3468ab3bda2c78175225bd084aa9e813MD53123456789/54402016-04-11 23:02:23.131oai:locus.ufv.br:123456789/5440Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452016-04-12T02:02:23LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false
dc.title.por.fl_str_mv Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
dc.title.alternative.eng.fl_str_mv Standards and sufficient ranges for leaf nutrient diagnosis based on eucalypt tree relative growth
title Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
spellingShingle Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
Fernandes, Loane Vaz
Eucalipto
Diagnose nutricional
DRIS
Eucalypt
Nutritional diagnosis
DRIS
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA::CIENCIA DO SOLO
title_short Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
title_full Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
title_fullStr Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
title_full_unstemmed Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
title_sort Normas e determinação de faixas de suficiência para diagnose foliar com base no crescimento relativo de eucalipto
author Fernandes, Loane Vaz
author_facet Fernandes, Loane Vaz
author_role author
dc.contributor.authorLattes.por.fl_str_mv http://lattes.cnpq.br/6191785915680594
dc.contributor.author.fl_str_mv Fernandes, Loane Vaz
dc.contributor.advisor-co1.fl_str_mv Neves, Júlio César Lima
dc.contributor.advisor-co1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4783076D4
dc.contributor.advisor-co2.fl_str_mv Leite, Roberto de Aquino
dc.contributor.advisor-co2Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4785893P8
dc.contributor.advisor1.fl_str_mv Barros, Nairam Félix de
dc.contributor.advisor1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4783694P8
dc.contributor.referee1.fl_str_mv Paiva, Haroldo Nogueira de
dc.contributor.referee1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4788177J6
dc.contributor.referee2.fl_str_mv Venegas, Victor Hugo Alvarez
dc.contributor.referee2Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4727865T0
contributor_str_mv Neves, Júlio César Lima
Leite, Roberto de Aquino
Barros, Nairam Félix de
Paiva, Haroldo Nogueira de
Venegas, Victor Hugo Alvarez
dc.subject.por.fl_str_mv Eucalipto
Diagnose nutricional
DRIS
topic Eucalipto
Diagnose nutricional
DRIS
Eucalypt
Nutritional diagnosis
DRIS
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA::CIENCIA DO SOLO
dc.subject.eng.fl_str_mv Eucalypt
Nutritional diagnosis
DRIS
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS AGRARIAS::AGRONOMIA::CIENCIA DO SOLO
description The eucalyptus plantations in Brazil cover 4.3 Mha of which 22% is in the state of Sao Paulo. Several studies conclude that there is close and positive correlation between nutrient content and eucalyptus growth rate, and nutrient contents in the leaves reflect the flow of water and nutrients in the soil and correlate with productivity. Thus, the nutritional diagnosis based on tissue analysis can be used as a complementary tool to soil analysis to support crop nutritional management. Among the existing methods of plant nutrient diagnosis, that proposed by Kenworthy (KW) evaluates the balance of nutrients, considering each nutrient individually and the variability of nutrient content in the reference population. On the other hand, the Integrated Diagnosis and Recommendation (DRIS), proposed by Beaufils, evaluates the nutrient equilibrium through the ratio between nutrients. For both it is necessary to construct a set of nutrient standards. The objectives of this work were 1) to obtain standards for KW and DRIS methods, applicable to the diagnosis of nutritional status, based on foliar analysis of young eucalyptus plantations in the state of São Paulo, Brazil; 2) to evaluate the degree of universality of the norms or standards and diagnosis; 3) to evaluate the influence of excluding one or more nutrients showing high contents and high variability in their contents on the diagnosis and on the equilibrium of other nutrients; 4) to develop an alternative method with high biologic meaning, for the definition of sufficiency ranges for the KW and DRIS indexes; 5) to contribute to the improvement of the software NUTREELYPTUS, for leaf nutrient diagnosis. We used database from 1,150 plots of young eucalyptus plantations from which leaves were collected for analysis. The available information included N, P, K, Ca, Mg, S, Cu, Fe, Zn, Mn, and B contents and tree stem height. This stratification was performed by determining the reference population, for which height was greater than average height. We calculated specific (by age and region of cultivation, genetic material, previous crop and textural class) and general (by forest company and for the state of São Paulo) sets of standards. Specific standards were compared with those taken as general standards for each situation by the t test for means and F test for variances. Then, using NUTREELYPTUS, parameterized with these standards (specific and general) and ranges of sufficiency, we obtained the diagnosis of the nutritional status of plantations showing low productivity considering the balance sheet (KW indexes) and equilibrium (DRIS indexes and Potential Response to Fertilization - PRA classes), which were compared, at plot level, based on the frequency of concordant diagnostics (FDC). We used the methods of the Boundary Region (BR) and Mathematics Relative Chance (ChMR) to obtain reference values with greater biological significance. Relevant sets of specific standards were obtained for the diagnosis of nutritional status of young eucalyptus plantations in São Paulo State. The degree of universality of KW and DRIS norms varies with the parameter used (mean, variance, or both together) and, independently of the parameter, is smaller than that of diagnostics made using these standards. For a given company, the high values of FDC allow general standards to be used. Excluding Fe and Mn, nutrients for which the average overall contents were elevated and the variability highest, increases the sensitivity of the diagnostic of nutritional equilibrium, but do not change the degree of universality of the diagnoses made. The KW and DRIS indexes obtained by BF and ChMR can be utilized to obtain the limits of sufficiency ranges with greater biological meaning, seeking the interpretation of foliar analyses. The use of these new limits of sufficiency ranges has little effect on the FDC obtained with specific or general standards. For assessing the nutritional status of young eucalyptus plantations it is recommended to use the limits of sufficiency ranges of KW and DRIS obtained by ChMR method, as proposed in this research. Further studies are needed in order to correlate the nutritional status of young eucalyptus plantations to yield at the harvest age.
publishDate 2010
dc.date.issued.fl_str_mv 2010-02-24
dc.date.available.fl_str_mv 2011-09-05
2015-03-26T13:53:13Z
dc.date.accessioned.fl_str_mv 2015-03-26T13:53:13Z
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 FERNANDES, Loane Vaz. Standards and sufficient ranges for leaf nutrient diagnosis based on eucalypt tree relative growth. 2010. 97 f. Dissertação (Mestrado em Fertilidade do solo e nutrição de plantas; Gênese, Morfologia e Classificação, Mineralogia, Química,) - Universidade Federal de Viçosa, Viçosa, 2010.
dc.identifier.uri.fl_str_mv http://locus.ufv.br/handle/123456789/5440
identifier_str_mv FERNANDES, Loane Vaz. Standards and sufficient ranges for leaf nutrient diagnosis based on eucalypt tree relative growth. 2010. 97 f. Dissertação (Mestrado em Fertilidade do solo e nutrição de plantas; Gênese, Morfologia e Classificação, Mineralogia, Química,) - Universidade Federal de Viçosa, Viçosa, 2010.
url http://locus.ufv.br/handle/123456789/5440
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Viçosa
dc.publisher.program.fl_str_mv Mestrado em Solos e Nutrição de Plantas
dc.publisher.initials.fl_str_mv UFV
dc.publisher.country.fl_str_mv BR
dc.publisher.department.fl_str_mv Fertilidade do solo e nutrição de plantas; Gênese, Morfologia e Classificação, Mineralogia, Química,
publisher.none.fl_str_mv Universidade Federal de Viçosa
dc.source.none.fl_str_mv reponame:LOCUS Repositório Institucional da UFV
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str LOCUS Repositório Institucional da UFV
collection LOCUS Repositório Institucional da UFV
bitstream.url.fl_str_mv https://locus.ufv.br//bitstream/123456789/5440/1/texto%20completo.pdf
https://locus.ufv.br//bitstream/123456789/5440/2/texto%20completo.pdf.txt
https://locus.ufv.br//bitstream/123456789/5440/3/texto%20completo.pdf.jpg
bitstream.checksum.fl_str_mv 9a2ef42d8f60412df89935dbf9623db3
eb1d60df0c8fccd588ec2fd296c7df15
3468ab3bda2c78175225bd084aa9e813
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv fabiojreis@ufv.br
_version_ 1794528762510966784