TAPER MODELS FOR Pinus taeda L. BASED ON FORM CHANGE POINTS
Main Author: | |
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Publication Date: | 2016 |
Other Authors: | , , |
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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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 |
_version_ |
1822181496113332224 |
dc.identifier.doi.none.fl_str_mv |
10.5902/1980509825120 |