Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE

Detalhes bibliográficos
Autor(a) principal: SILVA, José Wesley Lima
Data de Publicação: 2016
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFRPE
Texto Completo: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/4565
Resumo: The objective of this study was to quantify and test different regression models to estimate the biomass and the amount of carbon from the aerial parts of Eucalyptus clones planted in the Northeastern semi-arid region, and select the best equations based on R2 aj, the Akaike information criterion (AIC), Furnival Index (FI), the graphical analysis of the residuals and through the Shapiro-Wilk, Breusch- Pagan and Durbin Watson tests. The database came from an experiment with 15 Eucalyptus spp. clones conducted at the Experimental Station of the Agricultural Research Institute of Pernambuco – IPA, located in the municipality of Araripina - PE. Through a completely random sampling process 75 trees were selected, in which were determined the fresh weight and leaf samples collected were samples of leaf, branch, bark and bole to determine the average wood density, biomass and carbon content. The most productive clone in terms of biomass and carbon was the hybrid E. urophylla natural crossing. The average plant biomass accumulation was 59.64 t h−1 and the amount of carbon 24.96 t h−1. The adjustment of the regression models showed that each partition presented particular behavior of dry biomass production and total carbon. It was not possible to select a common model that represents all of parts of the trees. For the variable biomass, the models of Schumacher and Hall, Spurr, the logistics and the exponential model 11 presented the best fits. For the amount of organic carbon the models 6 and exponential 11 presented best results.
id URPE_6aaf22863a72c30d56ac49169f843d1c
oai_identifier_str oai:tede2:tede2/4565
network_acronym_str URPE
network_name_str Biblioteca Digital de Teses e Dissertações da UFRPE
repository_id_str
spelling SILVA, José Antônio Aleixo daBEZERRA, EgídioBERGER, RuteBRAZ, Rafael Leitehttp://lattes.cnpq.br/9515094070486468SILVA, José Wesley Lima2016-05-31T16:24:30Z2016-02-25SILVA, José Wesley Lima. Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE. 2016. 105 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/4565The objective of this study was to quantify and test different regression models to estimate the biomass and the amount of carbon from the aerial parts of Eucalyptus clones planted in the Northeastern semi-arid region, and select the best equations based on R2 aj, the Akaike information criterion (AIC), Furnival Index (FI), the graphical analysis of the residuals and through the Shapiro-Wilk, Breusch- Pagan and Durbin Watson tests. The database came from an experiment with 15 Eucalyptus spp. clones conducted at the Experimental Station of the Agricultural Research Institute of Pernambuco – IPA, located in the municipality of Araripina - PE. Through a completely random sampling process 75 trees were selected, in which were determined the fresh weight and leaf samples collected were samples of leaf, branch, bark and bole to determine the average wood density, biomass and carbon content. The most productive clone in terms of biomass and carbon was the hybrid E. urophylla natural crossing. The average plant biomass accumulation was 59.64 t h−1 and the amount of carbon 24.96 t h−1. The adjustment of the regression models showed that each partition presented particular behavior of dry biomass production and total carbon. It was not possible to select a common model that represents all of parts of the trees. For the variable biomass, the models of Schumacher and Hall, Spurr, the logistics and the exponential model 11 presented the best fits. For the amount of organic carbon the models 6 and exponential 11 presented best results.O objetivo deste trabalho foi quantificar e testar diferentes modelos de regressão, para estimar a biomassa e a quantidade de carbono das partes aéreas de clones de Eucalyptus plantados na região semiárida nordestina, e selecionar as melhores equações com base no R2 aj, nos critérios de informação de Akaike (AIC), no Índice de Furnival (IF), pela análise gráfica dos resíduos e por meio dos testes de Shapiro-Wilk, Breusch-Pagan e Durbin-Watson. A base de dados foi proveniente de um experimento com 15 clones de Eucalyptus spp. realizado na Estação Experimental da Empresa Pernambucana de Pesquisa Agropecuária – IPA, localizado no município de Araripina – PE. Por meio do processo de amostragem inteiramente aleatória foram cubadas 75 árvores, nas quais se determinaram os pesos frescos, bem como foram coletadas amostras de folhas, galhos, casca e fuste para determinação da densidade média da madeira, biomassa e teor de carbono. O clone mais produtivo em termo de biomassa e carbono foi o híbrido de E. urophylla cruzamento natural. O acúmulo de biomassa médio da plantação foi de 59,64 t h−1 e da quantidade de carbono 24,96 t h h−1. No ajuste dos modelos de regressão, verificou-se que cada partição apresentou comportamento particular de produção de biomassa seca, carbono total, não sendo possível selecionar um modelo comum que representasse todas elas. Para a variável biomassa o os modelos de Shumarcher e Hall, de Spurr, o logístico e o exponencial modelo 11 foram os que melhor se ajustaram. Para a quantidade de carbono orgânico o modelo 6 e o exponencial 11 se ajustaram a maior parte dos componentes aéreos.Submitted by Mario BC (mario@bc.ufrpe.br) on 2016-05-31T16:24:30Z No. of bitstreams: 1 Jose Wesley Lima Silva.pdf: 2387251 bytes, checksum: 617d26e69a59dee1d8bcb33e79bdba13 (MD5)Made available in DSpace on 2016-05-31T16:24:30Z (GMT). No. of bitstreams: 1 Jose Wesley Lima Silva.pdf: 2387251 bytes, checksum: 617d26e69a59dee1d8bcb33e79bdba13 (MD5) Previous issue date: 2016-02-25Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Biometria e Estatística AplicadaUFRPEBrasilDepartamento de Estatística e InformáticaModelo de regressãoAnálise de regressãoSemiáridoRegression analysisRegression modelSemiaridCIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICAModelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PEinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis768382242446187918600600600600-6774555140396120501-58364078281851435173590462550136975366info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPELICENSElicense.txtlicense.txttext/plain; charset=utf-82089http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/4565/1/license.txt7b5ba3d2445355f386edab96125d42b7MD51ORIGINALJose Wesley Lima Silva.pdfJose Wesley Lima Silva.pdfapplication/pdf2387251http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/4565/2/Jose+Wesley+Lima+Silva.pdf617d26e69a59dee1d8bcb33e79bdba13MD52tede2/45652016-08-12 13:16:30.833oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2016-08-12T16:16:30Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
title Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
spellingShingle Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
SILVA, José Wesley Lima
Modelo de regressão
Análise de regressão
Semiárido
Regression analysis
Regression model
Semiarid
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
title_short Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
title_full Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
title_fullStr Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
title_full_unstemmed Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
title_sort Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE
author SILVA, José Wesley Lima
author_facet SILVA, José Wesley Lima
author_role author
dc.contributor.advisor1.fl_str_mv SILVA, José Antônio Aleixo da
dc.contributor.advisor-co1.fl_str_mv BEZERRA, Egídio
dc.contributor.referee1.fl_str_mv BERGER, Rute
dc.contributor.referee2.fl_str_mv BRAZ, Rafael Leite
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/9515094070486468
dc.contributor.author.fl_str_mv SILVA, José Wesley Lima
contributor_str_mv SILVA, José Antônio Aleixo da
BEZERRA, Egídio
BERGER, Rute
BRAZ, Rafael Leite
dc.subject.por.fl_str_mv Modelo de regressão
Análise de regressão
Semiárido
topic Modelo de regressão
Análise de regressão
Semiárido
Regression analysis
Regression model
Semiarid
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
dc.subject.eng.fl_str_mv Regression analysis
Regression model
Semiarid
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
description The objective of this study was to quantify and test different regression models to estimate the biomass and the amount of carbon from the aerial parts of Eucalyptus clones planted in the Northeastern semi-arid region, and select the best equations based on R2 aj, the Akaike information criterion (AIC), Furnival Index (FI), the graphical analysis of the residuals and through the Shapiro-Wilk, Breusch- Pagan and Durbin Watson tests. The database came from an experiment with 15 Eucalyptus spp. clones conducted at the Experimental Station of the Agricultural Research Institute of Pernambuco – IPA, located in the municipality of Araripina - PE. Through a completely random sampling process 75 trees were selected, in which were determined the fresh weight and leaf samples collected were samples of leaf, branch, bark and bole to determine the average wood density, biomass and carbon content. The most productive clone in terms of biomass and carbon was the hybrid E. urophylla natural crossing. The average plant biomass accumulation was 59.64 t h−1 and the amount of carbon 24.96 t h−1. The adjustment of the regression models showed that each partition presented particular behavior of dry biomass production and total carbon. It was not possible to select a common model that represents all of parts of the trees. For the variable biomass, the models of Schumacher and Hall, Spurr, the logistics and the exponential model 11 presented the best fits. For the amount of organic carbon the models 6 and exponential 11 presented best results.
publishDate 2016
dc.date.accessioned.fl_str_mv 2016-05-31T16:24:30Z
dc.date.issued.fl_str_mv 2016-02-25
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 SILVA, José Wesley Lima. Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE. 2016. 105 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/4565
identifier_str_mv SILVA, José Wesley Lima. Modelagem da biomassa e da quantidade de carbono de clones de Eucalyptus da Chapada do Araripe-PE. 2016. 105 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/4565
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 768382242446187918
dc.relation.confidence.fl_str_mv 600
600
600
600
dc.relation.department.fl_str_mv -6774555140396120501
dc.relation.cnpq.fl_str_mv -5836407828185143517
dc.relation.sponsorship.fl_str_mv 3590462550136975366
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 Rural de Pernambuco
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Biometria e Estatística Aplicada
dc.publisher.initials.fl_str_mv UFRPE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Departamento de Estatística e Informática
publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UFRPE
instname:Universidade Federal Rural de Pernambuco (UFRPE)
instacron:UFRPE
instname_str Universidade Federal Rural de Pernambuco (UFRPE)
instacron_str UFRPE
institution UFRPE
reponame_str Biblioteca Digital de Teses e Dissertações da UFRPE
collection Biblioteca Digital de Teses e Dissertações da UFRPE
bitstream.url.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/4565/1/license.txt
http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/4565/2/Jose+Wesley+Lima+Silva.pdf
bitstream.checksum.fl_str_mv 7b5ba3d2445355f386edab96125d42b7
617d26e69a59dee1d8bcb33e79bdba13
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)
repository.mail.fl_str_mv bdtd@ufrpe.br ||bdtd@ufrpe.br
_version_ 1800311442754240512