Modeling growth and yield of loblolly pine stands under intensive management

Detalhes bibliográficos
Autor(a) principal: Ferraz Filho, Antonio Carlos
Data de Publicação: 2015
Outros Autores: Scolforo, José Roberto Soares, Oliveira, Antonio Donizette de, Mello, José Márcio de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/12442
Resumo: The objective of this work was to develop and validate a prognosis system for volume yield and basal area of intensively managed loblolly pine (Pinus taeda) stands, using stand and diameter class models compatible in basal area estimates. The data used in the study were obtained from plantations located in northern Uruguay. For model validation without data loss, a three-phase validation scheme was applied: first, the equations were fitted without the validation database; then, model validation was carried out; and, finally, the database was regrouped to recalibrate the parameter values. After the validation and final parameterization of the models, a simulation of the first commercial thinning was carried out. The developed prognosis system was precise and accurate in estimating basal area production per hectare or per diameter classes. There was compatibility in basal area estimates between diameter class and whole stand models, with a mean difference of -0.01 m2ha-1. The validation scheme applied is logic and consistent, since information on the accuracy and precision of the models is obtained without the loss of any information in the estimation of the models' parameters.
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spelling Modeling growth and yield of loblolly pine stands under intensive managementModelagem do crescimento e da produção de povoamento de Pinus taeda sob manejo intensivoPinus taedaModel validationPrognosis systemPruningSawtimberThinningValidação de modelosSistema de prognosePodaMadeira de serrariaDesbasteThe objective of this work was to develop and validate a prognosis system for volume yield and basal area of intensively managed loblolly pine (Pinus taeda) stands, using stand and diameter class models compatible in basal area estimates. The data used in the study were obtained from plantations located in northern Uruguay. For model validation without data loss, a three-phase validation scheme was applied: first, the equations were fitted without the validation database; then, model validation was carried out; and, finally, the database was regrouped to recalibrate the parameter values. After the validation and final parameterization of the models, a simulation of the first commercial thinning was carried out. The developed prognosis system was precise and accurate in estimating basal area production per hectare or per diameter classes. There was compatibility in basal area estimates between diameter class and whole stand models, with a mean difference of -0.01 m2ha-1. The validation scheme applied is logic and consistent, since information on the accuracy and precision of the models is obtained without the loss of any information in the estimation of the models' parameters.O objetivo deste trabalho foi desenvolver e validar um sistema de prognose para produção em volume e área basal de povoamento de Pinus taeda manejado intensamente, com uso de modelos de povoamento e de classes diamétricas compatíveis em estimativas de área basal. Os dados utilizados no estudo foram obtidos de plantios localizados no norte do Uruguai. Para a validação dos modelos sem perda de informação, foi aplicado um esquema de validação em três fases: primeiro, as equações foram ajustadas sem a base de dados de validação; depois, a validação do modelo foi realizada; e, por fim, a base de dados foi reagrupada para recalibrar os valores dos parâmetros. Após a validação e a parametrização final dos modelos, foi realizada uma simulação do primeiro desbaste comercial. O sistema de prognose desenvolvido foi preciso e acurado na estimativa de produção em área basal por hectare ou por classes diamétricas. Houve compatibilidade nas estimativas de área basal entre os modelos de classes diamétricas e do talhão como um todo, com diferença média de ‑0,01 m2 ha‑1. O esquema de validação aplicado é lógico e consistente, uma vez que informações sobre a acurácia e a precisão dos modelos são obtidas sem perda de informação nas estimativas dos parâmetros dos modelos.Embrapa Informação Tecnológica2017-03-08T20:00:26Z2017-03-08T20:00:26Z2015-08info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfFERRAS FILHO, A. C. et al. Modeling growth and yield of loblolly pine stands under intensive management. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 50, n. 8, p. 707-717, ago. 2015.http://repositorio.ufla.br/jspui/handle/1/12442Pesquisa Agropecuária Brasileirareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAFerraz Filho, Antonio CarlosScolforo, José Roberto SoaresOliveira, Antonio Donizette deMello, José Márcio deinfo:eu-repo/semantics/openAccesseng2017-03-08T20:02:22Zoai:localhost:1/12442Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2017-03-08T20:02:22Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Modeling growth and yield of loblolly pine stands under intensive management
Modelagem do crescimento e da produção de povoamento de Pinus taeda sob manejo intensivo
title Modeling growth and yield of loblolly pine stands under intensive management
spellingShingle Modeling growth and yield of loblolly pine stands under intensive management
Ferraz Filho, Antonio Carlos
Pinus taeda
Model validation
Prognosis system
Pruning
Sawtimber
Thinning
Validação de modelos
Sistema de prognose
Poda
Madeira de serraria
Desbaste
title_short Modeling growth and yield of loblolly pine stands under intensive management
title_full Modeling growth and yield of loblolly pine stands under intensive management
title_fullStr Modeling growth and yield of loblolly pine stands under intensive management
title_full_unstemmed Modeling growth and yield of loblolly pine stands under intensive management
title_sort Modeling growth and yield of loblolly pine stands under intensive management
author Ferraz Filho, Antonio Carlos
author_facet Ferraz Filho, Antonio Carlos
Scolforo, José Roberto Soares
Oliveira, Antonio Donizette de
Mello, José Márcio de
author_role author
author2 Scolforo, José Roberto Soares
Oliveira, Antonio Donizette de
Mello, José Márcio de
author2_role author
author
author
dc.contributor.author.fl_str_mv Ferraz Filho, Antonio Carlos
Scolforo, José Roberto Soares
Oliveira, Antonio Donizette de
Mello, José Márcio de
dc.subject.por.fl_str_mv Pinus taeda
Model validation
Prognosis system
Pruning
Sawtimber
Thinning
Validação de modelos
Sistema de prognose
Poda
Madeira de serraria
Desbaste
topic Pinus taeda
Model validation
Prognosis system
Pruning
Sawtimber
Thinning
Validação de modelos
Sistema de prognose
Poda
Madeira de serraria
Desbaste
description The objective of this work was to develop and validate a prognosis system for volume yield and basal area of intensively managed loblolly pine (Pinus taeda) stands, using stand and diameter class models compatible in basal area estimates. The data used in the study were obtained from plantations located in northern Uruguay. For model validation without data loss, a three-phase validation scheme was applied: first, the equations were fitted without the validation database; then, model validation was carried out; and, finally, the database was regrouped to recalibrate the parameter values. After the validation and final parameterization of the models, a simulation of the first commercial thinning was carried out. The developed prognosis system was precise and accurate in estimating basal area production per hectare or per diameter classes. There was compatibility in basal area estimates between diameter class and whole stand models, with a mean difference of -0.01 m2ha-1. The validation scheme applied is logic and consistent, since information on the accuracy and precision of the models is obtained without the loss of any information in the estimation of the models' parameters.
publishDate 2015
dc.date.none.fl_str_mv 2015-08
2017-03-08T20:00:26Z
2017-03-08T20:00:26Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv FERRAS FILHO, A. C. et al. Modeling growth and yield of loblolly pine stands under intensive management. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 50, n. 8, p. 707-717, ago. 2015.
http://repositorio.ufla.br/jspui/handle/1/12442
identifier_str_mv FERRAS FILHO, A. C. et al. Modeling growth and yield of loblolly pine stands under intensive management. Pesquisa Agropecuária Brasileira, Brasília, DF, v. 50, n. 8, p. 707-717, ago. 2015.
url http://repositorio.ufla.br/jspui/handle/1/12442
dc.language.iso.fl_str_mv eng
language eng
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 Embrapa Informação Tecnológica
publisher.none.fl_str_mv Embrapa Informação Tecnológica
dc.source.none.fl_str_mv Pesquisa Agropecuária Brasileira
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str 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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