Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis
Autor(a) principal: | |
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Data de Publicação: | 2000 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFLA |
Texto Completo: | http://repositorio.ufla.br/jspui/handle/1/11769 |
Resumo: | The present study was designed to model the features of forest: site, survival, generic hypsometric ratio, minimum, maximum diameter, variance of diameters, basal area and arithmetic mean of diameters, to adjust and select probabilistic functions as Weibull, Sb and Beta by different adjustment methods and evaluate the veracity of the prognoses and the model potency to accomplish them early. The study was developed on data of Eucalyptus grandis from the Empresa Celulose e Papel Votorantin - CELPAV- Florestal S/A , situated in the town of Luiz Antonio, in the state of São Paulo. The data of the present work were collected from 5 projects of the enterprise, comprehending the regions of Guatapará (region 1), Luiz Antonio (region2), Altínopolis (region 3), Tamoio (region 4), Uberlandia (region 5). The development of the study was composed of five phases. In phase 1 was done the site classification by utilizing the method of the algebraic difference, evaluating the performance of the models in their anamorphic and polymorphic form. Phase 2 was the development and selection of the models of the features of the stand, being that the selection criterion of the most exact equation was through the determination coefficient (R2) , residual standard error (Syx) and graphical distribution of residues. In phase 3, the hypsometric models and fractional and integer potency polynomial were utilized for estimation of the volume. Phase 4 was the adjustment and selection of the diameter distributions (Beta, Weibull and Sb Johnson, in the several adjustment forms); and form 5 was to obtain the prognosis of growth and production of volume. The main results found were: the equations selected for the features of the stand presented themselves in an effective form as the statistics obtained were satisfactory, providing exact estimations; the distribution function Weibull adjusted by the method of the moments, proved to be superior to the other methods and the optimum value of “a’’ was of 5% of the minimum diameter; the early prognosis of the volume for region 1 (Guatapará) for the site index 25,5m should be done from the age of 24 to 48 months for other ages. When the prognosis ages were close to the rotation, the latter should be become viable by means of the volume equation adjusted by any one of the criteria adopted . But for the 28,5m site, the prognosis may be accomplished from the 26 to 33 month class for any other age. When the prognosis ages be close to the rotation , it must become viable through the tapering equations obtained from the cubage per age class or per cubed trees at different ages. Also, from the age classes 34 to 48 months and 9 to 58 months in the two years evaluated, it is perfectly possible to perform prognosis for other ages. But for region 2 (Luiz Antonio), the early prognosis of the volume for site index of 25,5m may become viable from the age class of 26-33 months for any other age. Nevertheless, when the prognosis is accomplished for the ages close to rotation the thinning function should be utilized, generated from trees rigorously cubed at different ages. For the site index of 28,5 m the early prognosis is possible from the age classes of 34 to 48 months for the other ages. When the prognosis age be close to the rotation, the latter should become viable through the stand equations (VCP and present). The early prognosis, proved efficient in estimating the volume , providing average errors of 2,39%and 4,82% in the estimates of the volume in the site indices of 25,5 m and 28,5 m, respectively. |
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Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandisModeling for early prognosis of the volume per diameter class of Eucalyptus grandisDiameterDiâmetroEucalyptus grandisVolumeRecursos Florestais e Engenharia FlorestalThe present study was designed to model the features of forest: site, survival, generic hypsometric ratio, minimum, maximum diameter, variance of diameters, basal area and arithmetic mean of diameters, to adjust and select probabilistic functions as Weibull, Sb and Beta by different adjustment methods and evaluate the veracity of the prognoses and the model potency to accomplish them early. The study was developed on data of Eucalyptus grandis from the Empresa Celulose e Papel Votorantin - CELPAV- Florestal S/A , situated in the town of Luiz Antonio, in the state of São Paulo. The data of the present work were collected from 5 projects of the enterprise, comprehending the regions of Guatapará (region 1), Luiz Antonio (region2), Altínopolis (region 3), Tamoio (region 4), Uberlandia (region 5). The development of the study was composed of five phases. In phase 1 was done the site classification by utilizing the method of the algebraic difference, evaluating the performance of the models in their anamorphic and polymorphic form. Phase 2 was the development and selection of the models of the features of the stand, being that the selection criterion of the most exact equation was through the determination coefficient (R2) , residual standard error (Syx) and graphical distribution of residues. In phase 3, the hypsometric models and fractional and integer potency polynomial were utilized for estimation of the volume. Phase 4 was the adjustment and selection of the diameter distributions (Beta, Weibull and Sb Johnson, in the several adjustment forms); and form 5 was to obtain the prognosis of growth and production of volume. The main results found were: the equations selected for the features of the stand presented themselves in an effective form as the statistics obtained were satisfactory, providing exact estimations; the distribution function Weibull adjusted by the method of the moments, proved to be superior to the other methods and the optimum value of “a’’ was of 5% of the minimum diameter; the early prognosis of the volume for region 1 (Guatapará) for the site index 25,5m should be done from the age of 24 to 48 months for other ages. When the prognosis ages were close to the rotation, the latter should be become viable by means of the volume equation adjusted by any one of the criteria adopted . But for the 28,5m site, the prognosis may be accomplished from the 26 to 33 month class for any other age. When the prognosis ages be close to the rotation , it must become viable through the tapering equations obtained from the cubage per age class or per cubed trees at different ages. Also, from the age classes 34 to 48 months and 9 to 58 months in the two years evaluated, it is perfectly possible to perform prognosis for other ages. But for region 2 (Luiz Antonio), the early prognosis of the volume for site index of 25,5m may become viable from the age class of 26-33 months for any other age. Nevertheless, when the prognosis is accomplished for the ages close to rotation the thinning function should be utilized, generated from trees rigorously cubed at different ages. For the site index of 28,5 m the early prognosis is possible from the age classes of 34 to 48 months for the other ages. When the prognosis age be close to the rotation, the latter should become viable through the stand equations (VCP and present). The early prognosis, proved efficient in estimating the volume , providing average errors of 2,39%and 4,82% in the estimates of the volume in the site indices of 25,5 m and 28,5 m, respectively.O presente estudo teve como objetivos modelar os atributos da floresta: sítio, sobrevivência, relação hipsométrica genérica, diâmetro mínimo, diâmetro máximo, variância dos diâmetros, área basal e média aritmética dos diâmetros, ajustar e selecionar funções probabilísticas como a Weibull, SB e Beta por diferentes métodos de ajuste e avaliar a veracidade das prognoses e a potência do modelo para realizá-las precocemente. O estudo foi desenvolvido com dados de Eucalyptus grandis provenientes da Empresa Celulose e Papel Votorantin CELPAV - Florestal S/A., situada no município de Luiz Antônio, no estado de São Paulo. Os dados do presente trabalho foram coletados de 5 projetos da empresa compreendendo as regiões de Guatapará (região 1), Luiz Antônio (região 2), Altinopólis (região 3), Tamoio (região 4), Uberlândia (região 5). O desenvolvimento do estudo foi composto por cinco fases. Na fase 1 foi feita a classificação de sítio utilizando o método da diferença algébrica, avaliando o desempenho dos modelos em sua forma anamórfica e polimórfica. A fase 2 foi o desenvolvimento e seleção dos modelos dos atributos do povoamento, sendo que o critério de seleção da equação mais precisa foi através do coeficiente de determinação (R2), erro padrão residual (Syx) e distribuição gráfica dos resíduos. Na fase 3 os modelos hipsométricos e o polinômio de potência fracionária e inteira foram utilizadas para estimativa do volume. A fase 4 foi o ajuste e seleção das distribuições diamétricas (Beta, Weibull e SB Johnson, nas diversas formas de ajuste); e a fase 5 foi obtenção da prognose do crescimento e da produção do volume. Os principais resultados encontrados foram: as equações selecionadas para os atributos do povoamento se apresentaram de forma eficiente, pois as estatísticas obtidas foram satisfatórias, proporcionando estimativas precisas; a função de distribuição Weibull, ajustada pelo método dos momentos, se mostrou superior aos outros métodos, e o valor ótimo de “a” foi de 5 % do diâmetro mínimo; a prognose precoce do volume para a Região 1 (Guatapará) para o índice de sítio 25,5m deve ser feita a partir da idade de 34 a 48 meses para outras idades. Quando as idades de prognose estiverem próximas da rotação esta deverá ser viabilizada através da equação de volume ajustada por qualquer um dos critérios adotados. Já para o sítio 28,5m a prognose pode ser realizada da classe de 26 a 33 meses para qualquer outra idade. Quando as idades de prognose estiverem próximas da rotação deverá ser viabilizada através das equações de afilamento obtidas a partir da cubagem por classe de idade ou por árvores cubadas em diferentes idades. Também a partir das classes de idade 34 a 48 meses e 49 a 58 meses nos dois sítios avaliados é perfeitamente possível realizar prognose para outras idades. Já para a Região 2 (Luiz Antônio) a prognose precoce do volume para o índice de sítio de 25,5m pode ser viabilizada da classe de idade de 26-33 meses para qualquer outra idade. No entanto, quando a prognose for realizada para idades próximas à rotação, deverá ser utilizada a função de afilamento gerada a partir de árvores cubadas rigorosamente em diferentes idades. Para o índice de sítio de 28,5m a prognose precoce é possível a partir da classe de idades de 34 a 48 meses para as demais idades. Quando a idade de prognose estiver próxima da rotação, esta deverá ser viabilizada através das equações do povoamento (VCP e a atual).A prognose precoce, se mostrou eficiente na estimativa de volume, propiciando erros médios de 2,39% e 4,82% nas estimativa do volume nos índices de sítio de 25,5m e 28,5m, respectivamente.Universidade Federal de LavrasPrograma de Pós-Graduação em Engenharia FlorestalUFLAbrasilDepartamento de Ciências FlorestaisOliveira, Antônio Donizette deScolforo, José Roberto SoaresAcerbi Júnior, Fausto WeimarAbreu, Elizabeth Costa Rezende2016-09-15T14:14:55Z2016-09-15T14:14:55Z20162000-02-29info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfABREU, E. C. R. Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis. 2000. 70 p. Dissertação (Mestrado em Engenharia Florestal) - Universidade Federal de Lavras, Lavras, 2000.http://repositorio.ufla.br/jspui/handle/1/11769porinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLA2023-05-11T12:16:50Zoai:localhost:1/11769Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2023-05-11T12:16:50Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false |
dc.title.none.fl_str_mv |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis Modeling for early prognosis of the volume per diameter class of Eucalyptus grandis |
title |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis |
spellingShingle |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis Abreu, Elizabeth Costa Rezende Diameter Diâmetro Eucalyptus grandis Volume Recursos Florestais e Engenharia Florestal |
title_short |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis |
title_full |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis |
title_fullStr |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis |
title_full_unstemmed |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis |
title_sort |
Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis |
author |
Abreu, Elizabeth Costa Rezende |
author_facet |
Abreu, Elizabeth Costa Rezende |
author_role |
author |
dc.contributor.none.fl_str_mv |
Oliveira, Antônio Donizette de Scolforo, José Roberto Soares Acerbi Júnior, Fausto Weimar |
dc.contributor.author.fl_str_mv |
Abreu, Elizabeth Costa Rezende |
dc.subject.por.fl_str_mv |
Diameter Diâmetro Eucalyptus grandis Volume Recursos Florestais e Engenharia Florestal |
topic |
Diameter Diâmetro Eucalyptus grandis Volume Recursos Florestais e Engenharia Florestal |
description |
The present study was designed to model the features of forest: site, survival, generic hypsometric ratio, minimum, maximum diameter, variance of diameters, basal area and arithmetic mean of diameters, to adjust and select probabilistic functions as Weibull, Sb and Beta by different adjustment methods and evaluate the veracity of the prognoses and the model potency to accomplish them early. The study was developed on data of Eucalyptus grandis from the Empresa Celulose e Papel Votorantin - CELPAV- Florestal S/A , situated in the town of Luiz Antonio, in the state of São Paulo. The data of the present work were collected from 5 projects of the enterprise, comprehending the regions of Guatapará (region 1), Luiz Antonio (region2), Altínopolis (region 3), Tamoio (region 4), Uberlandia (region 5). The development of the study was composed of five phases. In phase 1 was done the site classification by utilizing the method of the algebraic difference, evaluating the performance of the models in their anamorphic and polymorphic form. Phase 2 was the development and selection of the models of the features of the stand, being that the selection criterion of the most exact equation was through the determination coefficient (R2) , residual standard error (Syx) and graphical distribution of residues. In phase 3, the hypsometric models and fractional and integer potency polynomial were utilized for estimation of the volume. Phase 4 was the adjustment and selection of the diameter distributions (Beta, Weibull and Sb Johnson, in the several adjustment forms); and form 5 was to obtain the prognosis of growth and production of volume. The main results found were: the equations selected for the features of the stand presented themselves in an effective form as the statistics obtained were satisfactory, providing exact estimations; the distribution function Weibull adjusted by the method of the moments, proved to be superior to the other methods and the optimum value of “a’’ was of 5% of the minimum diameter; the early prognosis of the volume for region 1 (Guatapará) for the site index 25,5m should be done from the age of 24 to 48 months for other ages. When the prognosis ages were close to the rotation, the latter should be become viable by means of the volume equation adjusted by any one of the criteria adopted . But for the 28,5m site, the prognosis may be accomplished from the 26 to 33 month class for any other age. When the prognosis ages be close to the rotation , it must become viable through the tapering equations obtained from the cubage per age class or per cubed trees at different ages. Also, from the age classes 34 to 48 months and 9 to 58 months in the two years evaluated, it is perfectly possible to perform prognosis for other ages. But for region 2 (Luiz Antonio), the early prognosis of the volume for site index of 25,5m may become viable from the age class of 26-33 months for any other age. Nevertheless, when the prognosis is accomplished for the ages close to rotation the thinning function should be utilized, generated from trees rigorously cubed at different ages. For the site index of 28,5 m the early prognosis is possible from the age classes of 34 to 48 months for the other ages. When the prognosis age be close to the rotation, the latter should become viable through the stand equations (VCP and present). The early prognosis, proved efficient in estimating the volume , providing average errors of 2,39%and 4,82% in the estimates of the volume in the site indices of 25,5 m and 28,5 m, respectively. |
publishDate |
2000 |
dc.date.none.fl_str_mv |
2000-02-29 2016-09-15T14:14:55Z 2016-09-15T14:14:55Z 2016 |
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.uri.fl_str_mv |
ABREU, E. C. R. Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis. 2000. 70 p. Dissertação (Mestrado em Engenharia Florestal) - Universidade Federal de Lavras, Lavras, 2000. http://repositorio.ufla.br/jspui/handle/1/11769 |
identifier_str_mv |
ABREU, E. C. R. Modelagem para prognose precoce do volume por classe diamétrica para Eucalyptus grandis. 2000. 70 p. Dissertação (Mestrado em Engenharia Florestal) - Universidade Federal de Lavras, Lavras, 2000. |
url |
http://repositorio.ufla.br/jspui/handle/1/11769 |
dc.language.iso.fl_str_mv |
por |
language |
por |
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 de Lavras Programa de Pós-Graduação em Engenharia Florestal UFLA brasil Departamento de Ciências Florestais |
publisher.none.fl_str_mv |
Universidade Federal de Lavras Programa de Pós-Graduação em Engenharia Florestal UFLA brasil Departamento de Ciências Florestais |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UFLA instname:Universidade Federal de Lavras (UFLA) instacron:UFLA |
instname_str |
Universidade Federal de Lavras (UFLA) |
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UFLA |
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UFLA |
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Repositório Institucional da UFLA |
collection |
Repositório Institucional da UFLA |
repository.name.fl_str_mv |
Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA) |
repository.mail.fl_str_mv |
nivaldo@ufla.br || repositorio.biblioteca@ufla.br |
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1815439250162712576 |