TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS

Bibliographic Details
Main Author: de Souza, Carlos Alberto Martinelli
Publication Date: 2016
Other Authors: Finger, César Augusto Guimarães, Schneider, Paulo Renato, Muller, Ivanor
Format: Article
Language: por
Source: Ciência Florestal (Online)
DOI: 10.5902/1980509825120
Download full: https://periodicos.ufsm.br/cienciaflorestal/article/view/25120
Summary: This work was planned to describe the change point of stem taper (pmf), the number of geometric change points, adjust and compare mathematical models to predict diameters along of stem of Pinus taeda L. The data sampled were measured on trees growing in stands implanted with spacement of 2,50 x 2,50m, thinned at 9 and 14 years and final cut at 30 years old, from Klabin S.A., Telêmaco Borba, Paraná state, Brazil. Fourty trees between the average and dominant trees were cut and measured with Smalian method  at the positions 0,10m; 0,30m; 0,80m; 1,30m; and from them at each 1m to the top. At crown part the measured point were moved among knot. After that, at each measured point, slices to stem analysis were cut. If considered the age, a group of 649 trees between 8 to 30 years old resulted of the analysis. From this group, 50 trees were selected at random of each pmf class to modeling. The trees were grouped in pmf  by the number of change point of stem shape defined by the second derivative of the polynomial 5th. Degree 5th grad Polinon adjusted for each tree. The statistics of adjustment and precision, residuals graphics, bias (v), average difference (md), and difference of standard deviation (dpd) showed as better model the polynomial 5th. degree to predict the diameter at relative height of stem, and alternatively the Garay model and the Max-Burkhart with two segments or modify to one segment according to the number of  pmf calculated by the derivative.
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spelling TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTSMODELOS DE AFILAMENTO PARA Pinus taeda L. BASEADOS EM PONTOS DE MUDANÇA DE FORMAassortmentforest inventorystem shapesegmentednon-segmented modelssortimentosinventário florestalforma do fustemodelos não segmentadosThis work was planned to describe the change point of stem taper (pmf), the number of geometric change points, adjust and compare mathematical models to predict diameters along of stem of Pinus taeda L. The data sampled were measured on trees growing in stands implanted with spacement of 2,50 x 2,50m, thinned at 9 and 14 years and final cut at 30 years old, from Klabin S.A., Telêmaco Borba, Paraná state, Brazil. Fourty trees between the average and dominant trees were cut and measured with Smalian method  at the positions 0,10m; 0,30m; 0,80m; 1,30m; and from them at each 1m to the top. At crown part the measured point were moved among knot. After that, at each measured point, slices to stem analysis were cut. If considered the age, a group of 649 trees between 8 to 30 years old resulted of the analysis. From this group, 50 trees were selected at random of each pmf class to modeling. The trees were grouped in pmf  by the number of change point of stem shape defined by the second derivative of the polynomial 5th. Degree 5th grad Polinon adjusted for each tree. The statistics of adjustment and precision, residuals graphics, bias (v), average difference (md), and difference of standard deviation (dpd) showed as better model the polynomial 5th. degree to predict the diameter at relative height of stem, and alternatively the Garay model and the Max-Burkhart with two segments or modify to one segment according to the number of  pmf calculated by the derivative.Este trabalho foi concebido com os objetivos de determinar matematicamente os pontos de mudança da forma do fuste (pmf), o número de mudanças na forma geométrica, ajustar e comparar modelos matemáticos para estimar os diâmetros ao longo do fuste de Pinus taeda L. Os dados foram amostrados em árvores que cresceram em povoamento implantado em espaçamento de 2,50 x 2,50 m  e manejado com dois desbastes, aos 9 e 14 anos, e corte final aos 30 anos pertencentes à Klabin S.A., em Telêmaco Borba, estado do Paraná. Quarenta árvores das classes médias e dominantes foram abatidas e cubadas pelo Método de Smalian, nas posições fixas de 0,10 m; 0,30 m; 0,80 m; 1,30 m; e após em comprimentos de 1 em 1 m, até a altura total. Na parte relativa à copa, os pontos de medição foram deslocados para os entrenós e a seguir foram retiradas fatias para análise de tronco, resultando, quando considerada a idade, em conjunto de dados relativos a 649 árvores com idades entre 8 a 30 anos, das quais foram selecionadas aleatoriamente, 50 árvores em cada classe de pmf para modelagem. As árvores foram agrupadas segundo os pmf de acordo com as quantidades de pontos definidos pela segunda derivada do polinômio do 5° ajustado para cada árvore. Com base nas estatísticas de ajuste e precisão na análise gráfica dos resíduos, nas estatísticas viés (v), média das diferenças (md) e desvio padrão das diferenças (dpd) foi selecionado o Polinômio de quinto grau para estimar os diâmetros em alturas relativas do tronco e, alternativamente, o modelo de Garay, seguido do modelo de Max e Burkhart com dois ou modificado para um segmento conforme o número de pmf definidos na derivadaUniversidade Federal de Santa Maria2016-12-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufsm.br/cienciaflorestal/article/view/2512010.5902/1980509825120Ciência Florestal; Vol. 26 No. 4 (2016); 1239-1246Ciência Florestal; v. 26 n. 4 (2016); 1239-12461980-50980103-9954reponame:Ciência Florestal (Online)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMporhttps://periodicos.ufsm.br/cienciaflorestal/article/view/25120/pdfCopyright (c) 2016 Ciência Florestalinfo:eu-repo/semantics/openAccessde Souza, Carlos Alberto MartinelliFinger, César Augusto GuimarãesSchneider, Paulo RenatoMuller, Ivanor2017-04-05T18:06:43Zoai:ojs.pkp.sfu.ca:article/25120Revistahttp://www.ufsm.br/cienciaflorestal/ONGhttps://old.scielo.br/oai/scielo-oai.php||cienciaflorestal@ufsm.br|| cienciaflorestal@gmail.com|| cf@smail.ufsm.br1980-50980103-9954opendoar:2017-04-05T18:06:43Ciência Florestal (Online) - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
MODELOS DE AFILAMENTO PARA Pinus taeda L. BASEADOS EM PONTOS DE MUDANÇA DE FORMA
title TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
spellingShingle TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
de Souza, Carlos Alberto Martinelli
assortment
forest inventory
stem shape
segmented
non-segmented models
sortimentos
inventário florestal
forma do fuste
modelos não segmentados
de Souza, Carlos Alberto Martinelli
assortment
forest inventory
stem shape
segmented
non-segmented models
sortimentos
inventário florestal
forma do fuste
modelos não segmentados
title_short TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
title_full TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
title_fullStr TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
title_full_unstemmed TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
title_sort TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
author de Souza, Carlos Alberto Martinelli
author_facet de Souza, Carlos Alberto Martinelli
de Souza, Carlos Alberto Martinelli
Finger, César Augusto Guimarães
Schneider, Paulo Renato
Muller, Ivanor
Finger, César Augusto Guimarães
Schneider, Paulo Renato
Muller, Ivanor
author_role author
author2 Finger, César Augusto Guimarães
Schneider, Paulo Renato
Muller, Ivanor
author2_role author
author
author
dc.contributor.author.fl_str_mv de Souza, Carlos Alberto Martinelli
Finger, César Augusto Guimarães
Schneider, Paulo Renato
Muller, Ivanor
dc.subject.por.fl_str_mv assortment
forest inventory
stem shape
segmented
non-segmented models
sortimentos
inventário florestal
forma do fuste
modelos não segmentados
topic assortment
forest inventory
stem shape
segmented
non-segmented models
sortimentos
inventário florestal
forma do fuste
modelos não segmentados
description This work was planned to describe the change point of stem taper (pmf), the number of geometric change points, adjust and compare mathematical models to predict diameters along of stem of Pinus taeda L. The data sampled were measured on trees growing in stands implanted with spacement of 2,50 x 2,50m, thinned at 9 and 14 years and final cut at 30 years old, from Klabin S.A., Telêmaco Borba, Paraná state, Brazil. Fourty trees between the average and dominant trees were cut and measured with Smalian method  at the positions 0,10m; 0,30m; 0,80m; 1,30m; and from them at each 1m to the top. At crown part the measured point were moved among knot. After that, at each measured point, slices to stem analysis were cut. If considered the age, a group of 649 trees between 8 to 30 years old resulted of the analysis. From this group, 50 trees were selected at random of each pmf class to modeling. The trees were grouped in pmf  by the number of change point of stem shape defined by the second derivative of the polynomial 5th. Degree 5th grad Polinon adjusted for each tree. The statistics of adjustment and precision, residuals graphics, bias (v), average difference (md), and difference of standard deviation (dpd) showed as better model the polynomial 5th. degree to predict the diameter at relative height of stem, and alternatively the Garay model and the Max-Burkhart with two segments or modify to one segment according to the number of  pmf calculated by the derivative.
publishDate 2016
dc.date.none.fl_str_mv 2016-12-28
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/25120
10.5902/1980509825120
url https://periodicos.ufsm.br/cienciaflorestal/article/view/25120
identifier_str_mv 10.5902/1980509825120
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.ufsm.br/cienciaflorestal/article/view/25120/pdf
dc.rights.driver.fl_str_mv Copyright (c) 2016 Ciência Florestal
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 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. 26 No. 4 (2016); 1239-1246
Ciência Florestal; v. 26 n. 4 (2016); 1239-1246
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
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dc.identifier.doi.none.fl_str_mv 10.5902/1980509825120