Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis

Detalhes bibliográficos
Autor(a) principal: Cunha Neto, Ernandes Macedo da
Data de Publicação: 2022
Outros Autores: Santana, Gabriel Mendes, Araujo, Emmanoella Costa Guaraná, Veras, Hudson Franklin Pessoa, Marcos, Douglas Prado, Friedrich, Flaviana, Sanquetta, Carlos Roberto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Pesquisa Agropecuária Tropical (Online)
Texto Completo: https://revistas.ufg.br/pat/article/view/72966
Resumo: Ilex paraguariensis is an important non-timber forest product in southern Brazil, where it is cultivated in association with native species, given its demand for shading, which contributes to the conservation and carbon fixation in its biomass. However, determining this biomass is difficult, since the estimates do not guarantee additivity between the compartments and the total aboveground biomass. This study aimed to evaluate additive (seemingly unrelated regression - SUR) and non-additive (ordinary least squares - OLS) biomass models in an Ilex paraguariensis stand and comparing its carbon stock with other land use types, consolidating its potential in the face of climate change. A total of 30 trees were cut, compartmentalized and weighed on a digital scale, and four biomass models were adjusted. The carbon stocks were compared with values ​​found in the literature. The bias in the SUR model was less than 2 %, except for the leaves, while the bias in the OLS model varied between 1 and 14 %. The error ranged between 23 and 49 % for SUR, and between 31 and 50 % for OLS. The models adjusted by SUR ensured the accuracy and additivity of the compartments. The Ilex paraguariensis stand stored more carbon than agriculture and pasture areas, removing more CO2, evidencing the sustainability of this system and favoring the climate stability. KEYWORDS: Yerba mate, greenhouse effect, climate change, non-timber forest products.
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spelling Carbon stock and biomass estimate by additive models applied to Ilex paraguariensisEstoque de carbono e modelos aditivos na estimativa da biomassa de Ilex paraguariensisIlex paraguariensis is an important non-timber forest product in southern Brazil, where it is cultivated in association with native species, given its demand for shading, which contributes to the conservation and carbon fixation in its biomass. However, determining this biomass is difficult, since the estimates do not guarantee additivity between the compartments and the total aboveground biomass. This study aimed to evaluate additive (seemingly unrelated regression - SUR) and non-additive (ordinary least squares - OLS) biomass models in an Ilex paraguariensis stand and comparing its carbon stock with other land use types, consolidating its potential in the face of climate change. A total of 30 trees were cut, compartmentalized and weighed on a digital scale, and four biomass models were adjusted. The carbon stocks were compared with values ​​found in the literature. The bias in the SUR model was less than 2 %, except for the leaves, while the bias in the OLS model varied between 1 and 14 %. The error ranged between 23 and 49 % for SUR, and between 31 and 50 % for OLS. The models adjusted by SUR ensured the accuracy and additivity of the compartments. The Ilex paraguariensis stand stored more carbon than agriculture and pasture areas, removing more CO2, evidencing the sustainability of this system and favoring the climate stability. KEYWORDS: Yerba mate, greenhouse effect, climate change, non-timber forest products.A erva-mate é um produto florestal não-madeireiro importante no Sul do Brasil, sendo cultivada junto com espécies nativas devido à sua necessidade de sombreamento, o que contribui para a conservação e fixação do carbono na sua biomassa. Contudo, a determinação da biomassa é difícil, pois as estimativas não garantem a aditividade entre os compartimentos e a biomassa total acima do solo. Objetivou-se avaliar modelo aditivo (seemingly unrelated regression - SUR) e não aditivo (ordinary least squares - OLS) de biomassa para um povoamento de erva-mate, além de comparar seu estoque de carbono com outros tipos de uso do solo, consolidando o seu potencial frente às mudanças climáticas. Um total de 30 árvores foram cortadas, compartimentadas e pesadas em balança digital, a fim de ajustar quatro modelos de biomassa. Os estoques de carbono foram comparados com valores encontrados na literatura. O viés do modelo SUR foi inferior a 2 %, exceto para as folhas, enquanto, no modelo OLS, variou entre 1 e 14 %. O erro variou entre 23 e 49 % para o SUR e entre 31 e 50 % para o OLS. Os modelos ajustados por SUR garantiram acurácia e aditividade dos compartimentos. O plantio de Ilex paraguariensis estocou mais carbono que áreas de agricultura e pasto, removendo mais gás CO2, evidenciando a sustentabilidade desse sistema e favorecendo a estabilidade climática. PALAVRAS-CHAVE: Erva-mate, efeito estufa, mudanças climáticas, produtos florestais não-madeireiros.Escola de Agronomia - Universidade Federal de Goiás2022-10-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistas.ufg.br/pat/article/view/72966Pesquisa Agropecuária Tropical [Agricultural Research in the Tropics]; Vol. 52 (2022); e72966Pesquisa Agropecuária Tropical (Agricultural Research in the Tropics); Vol. 52 (2022); e72966Pesquisa Agropecuária Tropical; v. 52 (2022); e729661983-4063reponame:Pesquisa Agropecuária Tropical (Online)instname:Universidade Federal de Goiás (UFG)instacron:UFGenghttps://revistas.ufg.br/pat/article/view/72966/38835Copyright (c) 2022 Pesquisa Agropecuária Tropicalinfo:eu-repo/semantics/openAccessCunha Neto, Ernandes Macedo daSantana, Gabriel MendesAraujo, Emmanoella Costa GuaranáVeras, Hudson Franklin PessoaMarcos, Douglas PradoFriedrich, Flaviana Sanquetta, Carlos Roberto 2022-10-07T13:07:45Zoai:ojs.revistas.ufg.br:article/72966Revistahttps://revistas.ufg.br/patPUBhttps://revistas.ufg.br/pat/oaiaseleguini.pat@gmail.com||mgoes@agro.ufg.br1983-40631517-6398opendoar:2024-05-21T19:56:36.987649Pesquisa Agropecuária Tropical (Online) - Universidade Federal de Goiás (UFG)true
dc.title.none.fl_str_mv Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
Estoque de carbono e modelos aditivos na estimativa da biomassa de Ilex paraguariensis
title Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
spellingShingle Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
Cunha Neto, Ernandes Macedo da
title_short Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
title_full Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
title_fullStr Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
title_full_unstemmed Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
title_sort Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
author Cunha Neto, Ernandes Macedo da
author_facet Cunha Neto, Ernandes Macedo da
Santana, Gabriel Mendes
Araujo, Emmanoella Costa Guaraná
Veras, Hudson Franklin Pessoa
Marcos, Douglas Prado
Friedrich, Flaviana
Sanquetta, Carlos Roberto
author_role author
author2 Santana, Gabriel Mendes
Araujo, Emmanoella Costa Guaraná
Veras, Hudson Franklin Pessoa
Marcos, Douglas Prado
Friedrich, Flaviana
Sanquetta, Carlos Roberto
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Cunha Neto, Ernandes Macedo da
Santana, Gabriel Mendes
Araujo, Emmanoella Costa Guaraná
Veras, Hudson Franklin Pessoa
Marcos, Douglas Prado
Friedrich, Flaviana
Sanquetta, Carlos Roberto
description Ilex paraguariensis is an important non-timber forest product in southern Brazil, where it is cultivated in association with native species, given its demand for shading, which contributes to the conservation and carbon fixation in its biomass. However, determining this biomass is difficult, since the estimates do not guarantee additivity between the compartments and the total aboveground biomass. This study aimed to evaluate additive (seemingly unrelated regression - SUR) and non-additive (ordinary least squares - OLS) biomass models in an Ilex paraguariensis stand and comparing its carbon stock with other land use types, consolidating its potential in the face of climate change. A total of 30 trees were cut, compartmentalized and weighed on a digital scale, and four biomass models were adjusted. The carbon stocks were compared with values ​​found in the literature. The bias in the SUR model was less than 2 %, except for the leaves, while the bias in the OLS model varied between 1 and 14 %. The error ranged between 23 and 49 % for SUR, and between 31 and 50 % for OLS. The models adjusted by SUR ensured the accuracy and additivity of the compartments. The Ilex paraguariensis stand stored more carbon than agriculture and pasture areas, removing more CO2, evidencing the sustainability of this system and favoring the climate stability. KEYWORDS: Yerba mate, greenhouse effect, climate change, non-timber forest products.
publishDate 2022
dc.date.none.fl_str_mv 2022-10-07
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://revistas.ufg.br/pat/article/view/72966
url https://revistas.ufg.br/pat/article/view/72966
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://revistas.ufg.br/pat/article/view/72966/38835
dc.rights.driver.fl_str_mv Copyright (c) 2022 Pesquisa Agropecuária Tropical
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Pesquisa Agropecuária Tropical
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Escola de Agronomia - Universidade Federal de Goiás
publisher.none.fl_str_mv Escola de Agronomia - Universidade Federal de Goiás
dc.source.none.fl_str_mv Pesquisa Agropecuária Tropical [Agricultural Research in the Tropics]; Vol. 52 (2022); e72966
Pesquisa Agropecuária Tropical (Agricultural Research in the Tropics); Vol. 52 (2022); e72966
Pesquisa Agropecuária Tropical; v. 52 (2022); e72966
1983-4063
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reponame_str Pesquisa Agropecuária Tropical (Online)
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repository.name.fl_str_mv Pesquisa Agropecuária Tropical (Online) - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv aseleguini.pat@gmail.com||mgoes@agro.ufg.br
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