USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Ciência Florestal (Online) |
Texto Completo: | https://periodicos.ufsm.br/cienciaflorestal/article/view/27746 |
Resumo: | The basic density is a key property of wood quality for pulp production, but its determination is very time consuming and costly. The development of non-destructive sampling tools, efficient and low cost is important so the Resistograph can be an alternative. This study aimed to use drilling resistance amplitude data collected by the Resistograph, associated to dendrometrical variables, to develop models to estimate basic density in Eucalyptus clonal stands. It was used four hybrid clones of Eucalyptus grandis x Eucalyptus urophylla distributed in commercial plantations in Paraíba valley, with aging from 2 to 7 years. These materials were sampled by the Resistograph at 1.30 m above ground (DBH) and the removal of a disk at the same height to determine the density in the laboratory. Single and multiple linear equations were selected starting with data usage by the Resistograph (amplitude) as a predictor variable, and then dendrometric variables such as DBH, age, height, average height of dominant trees and quadratic mean diameter. The inclusion of these variables increased the accuracy of estimates. The best equation selected for all four clones, adjusted using the average amplitude (the Resistograph), associated with the average height of dominant trees, the tree age and quadratic mean diameter, presented R2aj equal to 68.80%, with error residual standard 0.0201 g/cm3 or 4.31%. For each clone alone, the more accurate equations also were those involving the Resistograph variables of the individual and the population. Equations adjusted for only dendrometric variables showed precision measurements higher than the ones adjusted for only the Resistograph, in the case of all four clones, and superior to the Resistograph associated with the individual variables in the case of each clone alone. The Resistograph proved to be an efficient tool for the prediction of density. However, equally or more accurate estimates can be obtained without use of the equipment when you have individual variables and population. |
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USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS EucalyptusUSO DA TÉCNICA DE RESISTOGRAFIA E DE VARIÁVEIS DENDROMÉTRICAS NA MODELAGEM DA DENSIDADE BÁSICA DE POVOAMENTOS CLONAIS DE Eucalyptusbasic densityEucalyptusresistographnon-destructive sampling.densidade básicaEucalyptusresistógrafoamostragem não destrutiva.The basic density is a key property of wood quality for pulp production, but its determination is very time consuming and costly. The development of non-destructive sampling tools, efficient and low cost is important so the Resistograph can be an alternative. This study aimed to use drilling resistance amplitude data collected by the Resistograph, associated to dendrometrical variables, to develop models to estimate basic density in Eucalyptus clonal stands. It was used four hybrid clones of Eucalyptus grandis x Eucalyptus urophylla distributed in commercial plantations in Paraíba valley, with aging from 2 to 7 years. These materials were sampled by the Resistograph at 1.30 m above ground (DBH) and the removal of a disk at the same height to determine the density in the laboratory. Single and multiple linear equations were selected starting with data usage by the Resistograph (amplitude) as a predictor variable, and then dendrometric variables such as DBH, age, height, average height of dominant trees and quadratic mean diameter. The inclusion of these variables increased the accuracy of estimates. The best equation selected for all four clones, adjusted using the average amplitude (the Resistograph), associated with the average height of dominant trees, the tree age and quadratic mean diameter, presented R2aj equal to 68.80%, with error residual standard 0.0201 g/cm3 or 4.31%. For each clone alone, the more accurate equations also were those involving the Resistograph variables of the individual and the population. Equations adjusted for only dendrometric variables showed precision measurements higher than the ones adjusted for only the Resistograph, in the case of all four clones, and superior to the Resistograph associated with the individual variables in the case of each clone alone. The Resistograph proved to be an efficient tool for the prediction of density. However, equally or more accurate estimates can be obtained without use of the equipment when you have individual variables and population.A densidade básica é uma propriedade-chave de qualidade da madeira para produção de celulose, mas sua determinação demanda muito tempo e altos custos. O desenvolvimento de ferramentas de amostragem não destrutiva, eficiente e de baixo custo torna-se importante, e o Resistógrafo pode ser uma alternativa. Este estudo teve o objetivo de utilizar dados de amplitude de resistência à perfuração coletados pelo Resistógrafo, associados a variáveis dendrométricas, para desenvolver modelos para estimativa de densidade básica em povoamentos clonais de Eucalyptus. Utilizaram-se quatro clones híbridos Eucalyptus grandis x Eucalyptus urophylla distribuídos em plantios comerciais no Vale do Paraíba com idade variando de 2 a 7 anos. Os materiais foram amostrados pelo Resistógrafo a 1,30 m do solo (DAP) e pela retirada de um disco na mesma altura para determinação da densidade básica em laboratório. Foram selecionadas equações lineares simples e múltiplas, iniciando pelo uso de dados do Resistógrafo (amplitude média) como variável preditora, e, posteriormente incluindo variáveis dendrométricas como DAP, idade, altura total, altura média das árvores dominantes e diâmetro médio quadrático. A inclusão destas variáveis aumentou a precisão das estimativas. A melhor equação selecionada para o conjunto dos 4 clones, ajustada, utilizando a amplitude média (Resistógrafo), associada à altura média das árvores dominantes, à idade das árvores e ao diâmetro médio quadrático, apresentou R2aj igual a 68,80%, com erro padrão residual de 0,0201 g/cm3 ou 4,31%. Para cada clone, isoladamente, as equações mais precisas também foram aquelas em que se associou o Resistógrafo às variáveis do indivíduo e da população. Equações ajustadas em função apenas de variáveis dendrométricas apresentaram medidas de precisão superiores às ajustadas em função apenas do Resistógrafo, no caso do conjunto dos 4 clones, e superiores ao Resistógrafo associado a variáveis do indivíduo, no caso de cada clone isoladamente. O Resistógrafo mostrou-se como uma ferramenta eficiente para predição da densidade básica. Entretanto, estimativas tão ou mais precisas podem ser obtidas sem uso do equipamento quando se têm variáveis individuais e da população.Universidade Federal de Santa Maria2017-06-29info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufsm.br/cienciaflorestal/article/view/2774610.5902/1980509827746Ciência Florestal; Vol. 27 No. 2 (2017); 609-619Ciência Florestal; v. 27 n. 2 (2017); 609-6191980-50980103-9954reponame:Ciência Florestal (Online)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMporhttps://periodicos.ufsm.br/cienciaflorestal/article/view/27746/pdfCopyright (c) 2017 Ciência Florestalinfo:eu-repo/semantics/openAccessDias, Donizete da CostaColodette, Jorge LuizThiersch, Claudio RobertoLeite, Hélio GarciaGomide, José Livio2017-07-25T02:33:32Zoai:ojs.pkp.sfu.ca:article/27746Revistahttp://www.ufsm.br/cienciaflorestal/ONGhttps://old.scielo.br/oai/scielo-oai.php||cienciaflorestal@ufsm.br|| cienciaflorestal@gmail.com|| cf@smail.ufsm.br1980-50980103-9954opendoar:2017-07-25T02:33:32Ciência Florestal (Online) - Universidade Federal de Santa Maria (UFSM)false |
dc.title.none.fl_str_mv |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus USO DA TÉCNICA DE RESISTOGRAFIA E DE VARIÁVEIS DENDROMÉTRICAS NA MODELAGEM DA DENSIDADE BÁSICA DE POVOAMENTOS CLONAIS DE Eucalyptus |
title |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus |
spellingShingle |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus Dias, Donizete da Costa basic density Eucalyptus resistograph non-destructive sampling. densidade básica Eucalyptus resistógrafo amostragem não destrutiva. |
title_short |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus |
title_full |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus |
title_fullStr |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus |
title_full_unstemmed |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus |
title_sort |
USE OF RESISTOGRAPH TECHNIQUE AND OF DENDROMETRIC VARIABLES IN THE MODELING OF THE BASIC DENSITY OF CLONAL POPULATIONS Eucalyptus |
author |
Dias, Donizete da Costa |
author_facet |
Dias, Donizete da Costa Colodette, Jorge Luiz Thiersch, Claudio Roberto Leite, Hélio Garcia Gomide, José Livio |
author_role |
author |
author2 |
Colodette, Jorge Luiz Thiersch, Claudio Roberto Leite, Hélio Garcia Gomide, José Livio |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Dias, Donizete da Costa Colodette, Jorge Luiz Thiersch, Claudio Roberto Leite, Hélio Garcia Gomide, José Livio |
dc.subject.por.fl_str_mv |
basic density Eucalyptus resistograph non-destructive sampling. densidade básica Eucalyptus resistógrafo amostragem não destrutiva. |
topic |
basic density Eucalyptus resistograph non-destructive sampling. densidade básica Eucalyptus resistógrafo amostragem não destrutiva. |
description |
The basic density is a key property of wood quality for pulp production, but its determination is very time consuming and costly. The development of non-destructive sampling tools, efficient and low cost is important so the Resistograph can be an alternative. This study aimed to use drilling resistance amplitude data collected by the Resistograph, associated to dendrometrical variables, to develop models to estimate basic density in Eucalyptus clonal stands. It was used four hybrid clones of Eucalyptus grandis x Eucalyptus urophylla distributed in commercial plantations in Paraíba valley, with aging from 2 to 7 years. These materials were sampled by the Resistograph at 1.30 m above ground (DBH) and the removal of a disk at the same height to determine the density in the laboratory. Single and multiple linear equations were selected starting with data usage by the Resistograph (amplitude) as a predictor variable, and then dendrometric variables such as DBH, age, height, average height of dominant trees and quadratic mean diameter. The inclusion of these variables increased the accuracy of estimates. The best equation selected for all four clones, adjusted using the average amplitude (the Resistograph), associated with the average height of dominant trees, the tree age and quadratic mean diameter, presented R2aj equal to 68.80%, with error residual standard 0.0201 g/cm3 or 4.31%. For each clone alone, the more accurate equations also were those involving the Resistograph variables of the individual and the population. Equations adjusted for only dendrometric variables showed precision measurements higher than the ones adjusted for only the Resistograph, in the case of all four clones, and superior to the Resistograph associated with the individual variables in the case of each clone alone. The Resistograph proved to be an efficient tool for the prediction of density. However, equally or more accurate estimates can be obtained without use of the equipment when you have individual variables and population. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-06-29 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://periodicos.ufsm.br/cienciaflorestal/article/view/27746 10.5902/1980509827746 |
url |
https://periodicos.ufsm.br/cienciaflorestal/article/view/27746 |
identifier_str_mv |
10.5902/1980509827746 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://periodicos.ufsm.br/cienciaflorestal/article/view/27746/pdf |
dc.rights.driver.fl_str_mv |
Copyright (c) 2017 Ciência Florestal info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2017 Ciência Florestal |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Federal de Santa Maria |
publisher.none.fl_str_mv |
Universidade Federal de Santa Maria |
dc.source.none.fl_str_mv |
Ciência Florestal; Vol. 27 No. 2 (2017); 609-619 Ciência Florestal; v. 27 n. 2 (2017); 609-619 1980-5098 0103-9954 reponame:Ciência Florestal (Online) instname:Universidade Federal de Santa Maria (UFSM) instacron:UFSM |
instname_str |
Universidade Federal de Santa Maria (UFSM) |
instacron_str |
UFSM |
institution |
UFSM |
reponame_str |
Ciência Florestal (Online) |
collection |
Ciência Florestal (Online) |
repository.name.fl_str_mv |
Ciência Florestal (Online) - Universidade Federal de Santa Maria (UFSM) |
repository.mail.fl_str_mv |
||cienciaflorestal@ufsm.br|| cienciaflorestal@gmail.com|| cf@smail.ufsm.br |
_version_ |
1799944131980558336 |