Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome

Detalhes bibliográficos
Autor(a) principal: Oliveira, Camila Paula de
Data de Publicação: 2019
Outros Autores: Francelino, Márcio Rocha, Paula, Mayara Daher de, Leles, Paulo Sérgio dos Santos, Andrade, Fernando Canto de
Tipo de documento: Artigo
Idioma: por
Título da fonte: Ciência Florestal (Online)
Texto Completo: https://periodicos.ufsm.br/cienciaflorestal/article/view/27065
Resumo: In this work, different statistical models were compared for estimating individual tree biomass and the total biomass and carbon stocks above the soil, in the three compartments (arboreal, herbaceous-shrub and litter) of a typical Cerrado in the west of Bahia state, Brazil. The forest inventory was carried out in 20 plots of 1000 m² (20 m x 50 m). In order to fit the statistical models, 90 trees of different species and diameter classes were cut and weighed. Models were fitted for the diameter measured at 30 cm from the soil (D30cm≥5cm) and the diameter measured at 1.30 m from the soil (DAP1,30m≥3,5 cm). The equation chosen was applied to the data of the trees collected in the forest inventory, and thus, the stocks per hectare and the total in the tree compartment were estimated. Samplings of the herbaceous-shrub and litter compartments were performed by fixed subplots. For sampling of the herbaceous-shrub and litter compartments, 20 subplots of 4 m² (2 m x 2 m) and 20 subplots of 1 m² (1 m x 1 m) were systematically allocated, respectively. The carbon stock was estimated by the biomass conversion factor. The equation resulting from the adjustment of the Schumacher & Hall (logarithmic) model (R2 = 93.53%; Sxy = 44.92%) was chosen to estimate the biomass stock of the studied Cerrado trees. The total biomass above the soil, considering the three compartments, was estimated at 18.77 Mg ha-1, which corresponds to a Carbon total stock of 8.67 Mg ha-1. The arboreal compartment was responsible for most of the stocks (58%), followed by litter (26%) and herbaceous-shrub (16%).
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spelling Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biomeComparação de modelos estatísticos para estimativa da biomassa de árvores, e estimativa do estoque de carbono acima do solo em CerradoSavanna formationsTypical CerradoBiomass equationsSand soilFormações SavânicasCerrado TípicoEquações de BiomassaSolos ArenososIn this work, different statistical models were compared for estimating individual tree biomass and the total biomass and carbon stocks above the soil, in the three compartments (arboreal, herbaceous-shrub and litter) of a typical Cerrado in the west of Bahia state, Brazil. The forest inventory was carried out in 20 plots of 1000 m² (20 m x 50 m). In order to fit the statistical models, 90 trees of different species and diameter classes were cut and weighed. Models were fitted for the diameter measured at 30 cm from the soil (D30cm≥5cm) and the diameter measured at 1.30 m from the soil (DAP1,30m≥3,5 cm). The equation chosen was applied to the data of the trees collected in the forest inventory, and thus, the stocks per hectare and the total in the tree compartment were estimated. Samplings of the herbaceous-shrub and litter compartments were performed by fixed subplots. For sampling of the herbaceous-shrub and litter compartments, 20 subplots of 4 m² (2 m x 2 m) and 20 subplots of 1 m² (1 m x 1 m) were systematically allocated, respectively. The carbon stock was estimated by the biomass conversion factor. The equation resulting from the adjustment of the Schumacher & Hall (logarithmic) model (R2 = 93.53%; Sxy = 44.92%) was chosen to estimate the biomass stock of the studied Cerrado trees. The total biomass above the soil, considering the three compartments, was estimated at 18.77 Mg ha-1, which corresponds to a Carbon total stock of 8.67 Mg ha-1. The arboreal compartment was responsible for most of the stocks (58%), followed by litter (26%) and herbaceous-shrub (16%).Neste trabalho foram comparados diferentes modelos estatísticos para a estimativa da biomassa individual de árvores, e estimados os estoques totais de biomassa e de carbono acima do solo, nos três compartimentos (arbóreo, herbáceo-arbustivo e serapilheira) de um cerrado sensu stricto típico no oeste da Bahia. Foi realizado o inventário florestal em 20 parcelas de 1000 m² (20 m x 50 m). Para ajuste dos modelos estatísticos foram cortadas e pesadas 90 árvores de diferentes espécies e classes diamétricas. Foram ajustados modelos para o diâmetro medido a 30 cm do solo (D30cm≥5cm) e diâmetro medido a 1,30 m do solo (DAP1,30m≥3,5 cm). A equação escolhida foi aplicada aos dados das árvores levantados no inventário florestal, e assim foram estimados os estoques por hectare e total no compartimento arbóreo. As amostragens dos compartimentos herbáceo-arbustivo e serapilheira foram realizadas por subparcelas fixas. Foram alocadas sistematicamente 20 subparcelas de 4 m² (2 m x 2 m) para amostragem do compartimento herbáceo-arbustivo e 20 subparcelas de 1 m² (1 m x 1 m) para amostragem da serapilheira. O estoque de carbono foi estimado por fator de conversão da biomassa. A equação proveniente do ajuste do modelo de Schumacher & Hall (logarítmica) (R2 = 93,53%; Sxy = 44,92%) foi a escolhida para estimar o estoque de biomassa das árvores do cerrado estudado. A biomassa total acima do solo, considerando os três compartimentos, foi estimada em 18,77 Mg ha-1, o que corresponde a um estoque total de 8,67 Mg ha-1 de carbono. O compartimento arbóreo foi responsável pela maior parte dos estoques (58%), seguido da serapilheira (26%) e herbáceo-arbustivo (16%).Universidade Federal de Santa Maria2019-04-04info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufsm.br/cienciaflorestal/article/view/2706510.5902/1980509827065Ciência Florestal; Vol. 29 No. 1 (2019); 255-269Ciência Florestal; v. 29 n. 1 (2019); 255-2691980-50980103-9954reponame:Ciência Florestal (Online)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMporhttps://periodicos.ufsm.br/cienciaflorestal/article/view/27065/pdfCopyright (c) 2019 Ciência Florestalinfo:eu-repo/semantics/openAccessOliveira, Camila Paula deFrancelino, Márcio RochaPaula, Mayara Daher deLeles, Paulo Sérgio dos SantosAndrade, Fernando Canto de2020-06-05T19:47:21Zoai:ojs.pkp.sfu.ca:article/27065Revistahttp://www.ufsm.br/cienciaflorestal/ONGhttps://old.scielo.br/oai/scielo-oai.php||cienciaflorestal@ufsm.br|| cienciaflorestal@gmail.com|| cf@smail.ufsm.br1980-50980103-9954opendoar:2020-06-05T19:47:21Ciência Florestal (Online) - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
Comparação de modelos estatísticos para estimativa da biomassa de árvores, e estimativa do estoque de carbono acima do solo em Cerrado
title Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
spellingShingle Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
Oliveira, Camila Paula de
Savanna formations
Typical Cerrado
Biomass equations
Sand soil
Formações Savânicas
Cerrado Típico
Equações de Biomassa
Solos Arenosos
title_short Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
title_full Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
title_fullStr Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
title_full_unstemmed Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
title_sort Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
author Oliveira, Camila Paula de
author_facet Oliveira, Camila Paula de
Francelino, Márcio Rocha
Paula, Mayara Daher de
Leles, Paulo Sérgio dos Santos
Andrade, Fernando Canto de
author_role author
author2 Francelino, Márcio Rocha
Paula, Mayara Daher de
Leles, Paulo Sérgio dos Santos
Andrade, Fernando Canto de
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Oliveira, Camila Paula de
Francelino, Márcio Rocha
Paula, Mayara Daher de
Leles, Paulo Sérgio dos Santos
Andrade, Fernando Canto de
dc.subject.por.fl_str_mv Savanna formations
Typical Cerrado
Biomass equations
Sand soil
Formações Savânicas
Cerrado Típico
Equações de Biomassa
Solos Arenosos
topic Savanna formations
Typical Cerrado
Biomass equations
Sand soil
Formações Savânicas
Cerrado Típico
Equações de Biomassa
Solos Arenosos
description In this work, different statistical models were compared for estimating individual tree biomass and the total biomass and carbon stocks above the soil, in the three compartments (arboreal, herbaceous-shrub and litter) of a typical Cerrado in the west of Bahia state, Brazil. The forest inventory was carried out in 20 plots of 1000 m² (20 m x 50 m). In order to fit the statistical models, 90 trees of different species and diameter classes were cut and weighed. Models were fitted for the diameter measured at 30 cm from the soil (D30cm≥5cm) and the diameter measured at 1.30 m from the soil (DAP1,30m≥3,5 cm). The equation chosen was applied to the data of the trees collected in the forest inventory, and thus, the stocks per hectare and the total in the tree compartment were estimated. Samplings of the herbaceous-shrub and litter compartments were performed by fixed subplots. For sampling of the herbaceous-shrub and litter compartments, 20 subplots of 4 m² (2 m x 2 m) and 20 subplots of 1 m² (1 m x 1 m) were systematically allocated, respectively. The carbon stock was estimated by the biomass conversion factor. The equation resulting from the adjustment of the Schumacher & Hall (logarithmic) model (R2 = 93.53%; Sxy = 44.92%) was chosen to estimate the biomass stock of the studied Cerrado trees. The total biomass above the soil, considering the three compartments, was estimated at 18.77 Mg ha-1, which corresponds to a Carbon total stock of 8.67 Mg ha-1. The arboreal compartment was responsible for most of the stocks (58%), followed by litter (26%) and herbaceous-shrub (16%).
publishDate 2019
dc.date.none.fl_str_mv 2019-04-04
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/27065
10.5902/1980509827065
url https://periodicos.ufsm.br/cienciaflorestal/article/view/27065
identifier_str_mv 10.5902/1980509827065
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.ufsm.br/cienciaflorestal/article/view/27065/pdf
dc.rights.driver.fl_str_mv Copyright (c) 2019 Ciência Florestal
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 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. 29 No. 1 (2019); 255-269
Ciência Florestal; v. 29 n. 1 (2019); 255-269
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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