Comparison of statistical models for the estimation of tree biomass and for the estimation of carbon stock above the soil in he Cerrado biome
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , |
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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Ciência Florestal (Online) |
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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 |
_version_ |
1799944131913449472 |