Equation systems used in the construction of density management diagram of teak stocks

Detalhes bibliográficos
Autor(a) principal: Madi, João Paulo Sardo
Data de Publicação: 2021
Outros Autores: Carvalho, Samuel de Pádua Chaves e, Môra, Rômulo, Calegario, Natalino
Tipo de documento: Artigo
Idioma: por
Título da fonte: Ciência Florestal (Online)
Texto Completo: https://periodicos.ufsm.br/cienciaflorestal/article/view/44176
Resumo: The aim objective of study was to evaluate the system of equations used at the construction of density management diagrams. The data was collected at clonal stands of teak in the southern-central region of Mato Grosso state, Brazil. The ages of the stand varied between one and eight years, where the measures were taken in circular plots. The plots had areas varying from 359 to 616 m2. The diameter at breast height and total height were measured from the trees that composed the plots. The volume was calculated in 827 trees by the Smalian’s method. Two systems of equation were used to carry this study out and the evaluation of the fit was made by the statistics: root mean square error (RMSE), percentage of root mean square error (RMSE (%)), coefficient of determination (R2) represented by the squared correlation coefficient ( ), residuals in the percentage scale (residual (%)), and graphical analysis of the parameter fittings. The system of equation that obtain the best results was the proposed by Dean and Baldwin, with the statistic R2 between 0,9942 - 0,9994, and RMSE (%) 2,88 - 1,84, regarding the other system that presented 0,9558 - 0,9539 and 13,94 -7,99 to the statistics R2 and RMSE (%), respectively.  The distribution of residues from the Dean and Baldwin system were also superior, corroborating the results of the statistical analyzes. The results of this work allow us to infer that the system of equations proposed by Dean and Baldwin is more accurate, and, therefore, the one indicated in the development of population density management diagrams in clonal teak stands.
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spelling Equation systems used in the construction of density management diagram of teak stocksSistemas de equações utilizados na construção de diagramas de manejo da densidade de povoamentos de tecaSimultaneous equationsStatistical precisionFlorestal managementEquações simultâneasPrecisão estatísticaManejo FlorestalThe aim objective of study was to evaluate the system of equations used at the construction of density management diagrams. The data was collected at clonal stands of teak in the southern-central region of Mato Grosso state, Brazil. The ages of the stand varied between one and eight years, where the measures were taken in circular plots. The plots had areas varying from 359 to 616 m2. The diameter at breast height and total height were measured from the trees that composed the plots. The volume was calculated in 827 trees by the Smalian’s method. Two systems of equation were used to carry this study out and the evaluation of the fit was made by the statistics: root mean square error (RMSE), percentage of root mean square error (RMSE (%)), coefficient of determination (R2) represented by the squared correlation coefficient ( ), residuals in the percentage scale (residual (%)), and graphical analysis of the parameter fittings. The system of equation that obtain the best results was the proposed by Dean and Baldwin, with the statistic R2 between 0,9942 - 0,9994, and RMSE (%) 2,88 - 1,84, regarding the other system that presented 0,9558 - 0,9539 and 13,94 -7,99 to the statistics R2 and RMSE (%), respectively.  The distribution of residues from the Dean and Baldwin system were also superior, corroborating the results of the statistical analyzes. The results of this work allow us to infer that the system of equations proposed by Dean and Baldwin is more accurate, and, therefore, the one indicated in the development of population density management diagrams in clonal teak stands.O estudo teve por objetivo avaliar sistema de equações utilizados na construção de diagramas de manejo de densidade. Os dados foram coletados em plantios clonais de teca na região centro-sul do estado de Mato Grosso. A idade de medição do plantio variou de um a oito anos, sendo que os dados foram coletados em parcelas circulares com área de 359 m2 a 616 m2. Das árvores que compuseram as unidades amostrais foram mensurados o diâmetro a altura do peito e a altura total. O volume foi calculado a partir da cubagem de 827 das árvores pelo método de Smalian. Dois sistemas de equações foram utilizados para a realização do estudo e a avaliação da precisão do ajuste foi realizada através das estatísticas: erro padrão residual (RMSE); erro padrão em escala percentual (RMSE%); coeficiente de determinação (R2) representado pelo coeficiente de correlação ao quadrado ( ); resíduos em escala percentual (Resíduo (%)); e análise gráfica do perfilhamento dos parâmetros. O sistema de equações que obteve melhor resultado foi o proposto por Dean e Baldwin, com valores de 0,9942 a 0,9994, e de 2,88 a1,84, em relação ao outro sistema que apresentou 0,9558 a 0,9539, e 13,94 a 7,99 para as estatísticas do R2 e RMSE (%), respectivamente. A distribuição dos resíduos do sistema de Dean e Baldwin foram também superiores, corroborando os resultados das análises estatísticas. Os resultados deste trabalho permitem inferir que o sistema de equações proposto por Dean e Baldwin é mais preciso, e, portanto, o indicado na elaboração de diagramas de manejo da densidade populacional em povoamentos clonais de teca.Universidade Federal de Santa Maria2021-06-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://periodicos.ufsm.br/cienciaflorestal/article/view/4417610.5902/1980509844176Ciência Florestal; Vol. 31 No. 2 (2021); 935-947Ciência Florestal; v. 31 n. 2 (2021); 935-9471980-50980103-9954reponame:Ciência Florestal (Online)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMporhttps://periodicos.ufsm.br/cienciaflorestal/article/view/44176/pdfhttps://periodicos.ufsm.br/cienciaflorestal/article/view/44176/htmlCopyright (c) 2021 Ciência Florestalinfo:eu-repo/semantics/openAccessMadi, João Paulo SardoCarvalho, Samuel de Pádua Chaves eMôra, RômuloCalegario, Natalino2021-08-24T13:31:11Zoai:ojs.pkp.sfu.ca:article/44176Revistahttp://www.ufsm.br/cienciaflorestal/ONGhttps://old.scielo.br/oai/scielo-oai.php||cienciaflorestal@ufsm.br|| cienciaflorestal@gmail.com|| cf@smail.ufsm.br1980-50980103-9954opendoar:2021-08-24T13:31:11Ciência Florestal (Online) - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Equation systems used in the construction of density management diagram of teak stocks
Sistemas de equações utilizados na construção de diagramas de manejo da densidade de povoamentos de teca
title Equation systems used in the construction of density management diagram of teak stocks
spellingShingle Equation systems used in the construction of density management diagram of teak stocks
Madi, João Paulo Sardo
Simultaneous equations
Statistical precision
Florestal management
Equações simultâneas
Precisão estatística
Manejo Florestal
title_short Equation systems used in the construction of density management diagram of teak stocks
title_full Equation systems used in the construction of density management diagram of teak stocks
title_fullStr Equation systems used in the construction of density management diagram of teak stocks
title_full_unstemmed Equation systems used in the construction of density management diagram of teak stocks
title_sort Equation systems used in the construction of density management diagram of teak stocks
author Madi, João Paulo Sardo
author_facet Madi, João Paulo Sardo
Carvalho, Samuel de Pádua Chaves e
Môra, Rômulo
Calegario, Natalino
author_role author
author2 Carvalho, Samuel de Pádua Chaves e
Môra, Rômulo
Calegario, Natalino
author2_role author
author
author
dc.contributor.author.fl_str_mv Madi, João Paulo Sardo
Carvalho, Samuel de Pádua Chaves e
Môra, Rômulo
Calegario, Natalino
dc.subject.por.fl_str_mv Simultaneous equations
Statistical precision
Florestal management
Equações simultâneas
Precisão estatística
Manejo Florestal
topic Simultaneous equations
Statistical precision
Florestal management
Equações simultâneas
Precisão estatística
Manejo Florestal
description The aim objective of study was to evaluate the system of equations used at the construction of density management diagrams. The data was collected at clonal stands of teak in the southern-central region of Mato Grosso state, Brazil. The ages of the stand varied between one and eight years, where the measures were taken in circular plots. The plots had areas varying from 359 to 616 m2. The diameter at breast height and total height were measured from the trees that composed the plots. The volume was calculated in 827 trees by the Smalian’s method. Two systems of equation were used to carry this study out and the evaluation of the fit was made by the statistics: root mean square error (RMSE), percentage of root mean square error (RMSE (%)), coefficient of determination (R2) represented by the squared correlation coefficient ( ), residuals in the percentage scale (residual (%)), and graphical analysis of the parameter fittings. The system of equation that obtain the best results was the proposed by Dean and Baldwin, with the statistic R2 between 0,9942 - 0,9994, and RMSE (%) 2,88 - 1,84, regarding the other system that presented 0,9558 - 0,9539 and 13,94 -7,99 to the statistics R2 and RMSE (%), respectively.  The distribution of residues from the Dean and Baldwin system were also superior, corroborating the results of the statistical analyzes. The results of this work allow us to infer that the system of equations proposed by Dean and Baldwin is more accurate, and, therefore, the one indicated in the development of population density management diagrams in clonal teak stands.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-01
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/44176
10.5902/1980509844176
url https://periodicos.ufsm.br/cienciaflorestal/article/view/44176
identifier_str_mv 10.5902/1980509844176
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.ufsm.br/cienciaflorestal/article/view/44176/pdf
https://periodicos.ufsm.br/cienciaflorestal/article/view/44176/html
dc.rights.driver.fl_str_mv Copyright (c) 2021 Ciência Florestal
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2021 Ciência Florestal
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
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. 31 No. 2 (2021); 935-947
Ciência Florestal; v. 31 n. 2 (2021); 935-947
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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