Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i

Detalhes bibliográficos
Autor(a) principal: Goergen, Laura Camila de Godoy
Data de Publicação: 2021
Outros Autores: Narvaes, Igor da Silva, Adami, Marcos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Ciência Florestal (Online)
Texto Completo: https://periodicos.ufsm.br/cienciaflorestal/article/view/34751
Resumo: The aim of this study was the generation of trade volume models with bark (VB) in Eucalyptus dunnii and urograndis stands at different growth site conditions, using reflectance data from different regions of the electromagnetic spectrum and vegetation indices. The multiple linear regressions generated, resulting in three predictive models, being the most significant ones, in decreasing order were for the species of Eucalyptus dunnii and Eucalyptus urograndis of 50 and 59 months of age, respectively, followed by the model for 25-month old Eucalyptus urograndis. Although, the regression equation for 34-month old Eucalyptus dunnii was not significant. The vegetation index adjusted to the soil (SAVI 0.5) was relevant in the construction of the three models dueto the different degrees of contribution of the soil component, as a result the non-closure of the crowns in young stands at different ages. The short wave-infrared region (SWIR 1 – TM5) also composed the models of Eucalyptus dunnii and Eucalyptus urograndis, analyzed together and the predictive model for Eucalyptus dunnii, demonstrating the importance of the forest canopy structure because this region of the electromagnetic spectrum is related to increased lignin content and because of the evolution of its productive capacity.
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spelling Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5iEstimativa de volume de madeira de Eucalyptus dunnii e urograndis de diferentes idades utilizando TM/Landsat 5iOptical remote sensingSpectral bandsVegetation indicesPredictive modelsSensoriamento remoto ópticoBandas espectraisÍndices de vegetaçãoModelos preditivosThe aim of this study was the generation of trade volume models with bark (VB) in Eucalyptus dunnii and urograndis stands at different growth site conditions, using reflectance data from different regions of the electromagnetic spectrum and vegetation indices. The multiple linear regressions generated, resulting in three predictive models, being the most significant ones, in decreasing order were for the species of Eucalyptus dunnii and Eucalyptus urograndis of 50 and 59 months of age, respectively, followed by the model for 25-month old Eucalyptus urograndis. Although, the regression equation for 34-month old Eucalyptus dunnii was not significant. The vegetation index adjusted to the soil (SAVI 0.5) was relevant in the construction of the three models dueto the different degrees of contribution of the soil component, as a result the non-closure of the crowns in young stands at different ages. The short wave-infrared region (SWIR 1 – TM5) also composed the models of Eucalyptus dunnii and Eucalyptus urograndis, analyzed together and the predictive model for Eucalyptus dunnii, demonstrating the importance of the forest canopy structure because this region of the electromagnetic spectrum is related to increased lignin content and because of the evolution of its productive capacity.O objetivo deste estudo foi a geração de modelos de volume comercial com casca (Vcc) em povoamentos de Eucalyptus dunnii e urograndis em diferentes estágios de crescimento e condições de sítio, utilizando dados de reflectância das diferentes regiões do espectro eletromagnético e de índices de vegetação. As regressões lineares múltiplas geradas resultaram em três modelos preditivos, sendo que os mais significativos, em ordem decrescente foram para as espécies de Eucalyptus dunnii e Eucalyptus urograndis com 50 e 59 meses de idade, respectivamente, seguido pelo modelo para Eucalyptus urograndis de 25 meses, apesar da equação de regressão para Eucalyptus dunnii de 34 meses, não tenha sido significativa. O índice de vegetação ajustado ao solo (SAVI 0,5) mostrou-se relevante na construção dos três modelos, pelos diferentes graus de contribuição da componente solo, decorrente do não fechamento das copas em povoamentos jovens de diferentes idades. A região do infravermelho de ondas curtas (SWIR 1) também compôs os modelos de Eucalyptus dunnii e Eucalyptus urograndis, analisados conjuntamente e o modelo preditivo para Eucalyptus dunnii, demonstrando a importância da estrutura do dossel florestal por esta região do espectro eletromagnético estar relacionada ao aumento do conteúdo de lignina e em decorrência da evolução de sua capacidade produtiva.Universidade Federal de Santa Maria2021-06-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://periodicos.ufsm.br/cienciaflorestal/article/view/3475110.5902/1980509834751Ciência Florestal; Vol. 31 No. 2 (2021); 683-704Ciência Florestal; v. 31 n. 2 (2021); 683-7041980-50980103-9954reponame:Ciência Florestal (Online)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMenghttps://periodicos.ufsm.br/cienciaflorestal/article/view/34751/pdfhttps://periodicos.ufsm.br/cienciaflorestal/article/view/34751/htmlCopyright (c) 2021 Ciência Florestalinfo:eu-repo/semantics/openAccessGoergen, Laura Camila de GodoyNarvaes, Igor da SilvaAdami, Marcos2021-08-24T13:31:11Zoai:ojs.pkp.sfu.ca:article/34751Revistahttp://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 Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
Estimativa de volume de madeira de Eucalyptus dunnii e urograndis de diferentes idades utilizando TM/Landsat 5i
title Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
spellingShingle Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
Goergen, Laura Camila de Godoy
Optical remote sensing
Spectral bands
Vegetation indices
Predictive models
Sensoriamento remoto óptico
Bandas espectrais
Índices de vegetação
Modelos preditivos
title_short Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
title_full Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
title_fullStr Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
title_full_unstemmed Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
title_sort Estimation of wood volume of Eucalyptus dunnii and urograndis of different ages using TM/Landsat 5i
author Goergen, Laura Camila de Godoy
author_facet Goergen, Laura Camila de Godoy
Narvaes, Igor da Silva
Adami, Marcos
author_role author
author2 Narvaes, Igor da Silva
Adami, Marcos
author2_role author
author
dc.contributor.author.fl_str_mv Goergen, Laura Camila de Godoy
Narvaes, Igor da Silva
Adami, Marcos
dc.subject.por.fl_str_mv Optical remote sensing
Spectral bands
Vegetation indices
Predictive models
Sensoriamento remoto óptico
Bandas espectrais
Índices de vegetação
Modelos preditivos
topic Optical remote sensing
Spectral bands
Vegetation indices
Predictive models
Sensoriamento remoto óptico
Bandas espectrais
Índices de vegetação
Modelos preditivos
description The aim of this study was the generation of trade volume models with bark (VB) in Eucalyptus dunnii and urograndis stands at different growth site conditions, using reflectance data from different regions of the electromagnetic spectrum and vegetation indices. The multiple linear regressions generated, resulting in three predictive models, being the most significant ones, in decreasing order were for the species of Eucalyptus dunnii and Eucalyptus urograndis of 50 and 59 months of age, respectively, followed by the model for 25-month old Eucalyptus urograndis. Although, the regression equation for 34-month old Eucalyptus dunnii was not significant. The vegetation index adjusted to the soil (SAVI 0.5) was relevant in the construction of the three models dueto the different degrees of contribution of the soil component, as a result the non-closure of the crowns in young stands at different ages. The short wave-infrared region (SWIR 1 – TM5) also composed the models of Eucalyptus dunnii and Eucalyptus urograndis, analyzed together and the predictive model for Eucalyptus dunnii, demonstrating the importance of the forest canopy structure because this region of the electromagnetic spectrum is related to increased lignin content and because of the evolution of its productive capacity.
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/34751
10.5902/1980509834751
url https://periodicos.ufsm.br/cienciaflorestal/article/view/34751
identifier_str_mv 10.5902/1980509834751
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.ufsm.br/cienciaflorestal/article/view/34751/pdf
https://periodicos.ufsm.br/cienciaflorestal/article/view/34751/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); 683-704
Ciência Florestal; v. 31 n. 2 (2021); 683-704
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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