Carbon stock and biomass estimate by additive models applied to Ilex paraguariensis
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
Outros Autores: | , , , , , |
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. |
id |
UFG-6_e428b29e8fcdec65f2b36b7fef8a0f41 |
---|---|
oai_identifier_str |
oai:ojs.revistas.ufg.br:article/72966 |
network_acronym_str |
UFG-6 |
network_name_str |
Pesquisa Agropecuária Tropical (Online) |
repository_id_str |
|
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 info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
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 reponame:Pesquisa Agropecuária Tropical (Online) instname:Universidade Federal de Goiás (UFG) instacron:UFG |
instname_str |
Universidade Federal de Goiás (UFG) |
instacron_str |
UFG |
institution |
UFG |
reponame_str |
Pesquisa Agropecuária Tropical (Online) |
collection |
Pesquisa Agropecuária Tropical (Online) |
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 |
_version_ |
1799874821507514368 |