Allometric models to estimate tree height in northern Amazonian ecotone forests

Detalhes bibliográficos
Autor(a) principal: BARBOSA,Reinaldo Imbrozio
Data de Publicação: 2019
Outros Autores: RAMÍREZ-NARVÁEZ,Perla Natalia, FEARNSIDE,Philip Martin, VILLACORTA,Carlos Darwin Angulo, CARVALHO,Lidiany Camila da Silva
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Acta Amazonica
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672019000200081
Resumo: ABSTRACT Allometric models defining the relationship between stem diameter and total tree height in the Amazon basin are important because they refine the estimates of tree carbon stocks and flow in the region. This study tests different allometric models to estimate the total tree height from the stem diameter in an ecotone zone between ombrophilous and seasonal forests in the Brazilian state of Roraima, in northern Amazonia. Stem diameter and total height were measured directly in 65 recently fallen trees (live or dead). Linear and nonlinear regressions were tested to represent the D:H relation in this specific ecotone zone. Criteria for model selection were the standard error of the estimate (Syx) and the adjusted coefficient of determination (R²adj), complemented by the Akaike Information Criterion (AIC). Analysis of residuals of the most parsimonious nonlinear models showed a tendency to overestimate the total tree height for trees in the 20-40 cm diameter range. Application of our best fitted model (Michaelis-Menten) indicated that previously published general equations for the tropics that use diameter as the independent variable can either overestimate tree height in the study area by 10-29% (Weibull models) or underestimate it by 8% (climate-based models). We concluded that our site-specific model can be used in the ecotone forests studied in Roraima because it realistically reflects the local biometric relationships between stem diameter and total tree height. Studies need to be expanded in peripheral areas of northern Amazonia in order to reduce uncertainties in biomass and carbon estimates that use the tree height as a variable in general models.
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spelling Allometric models to estimate tree height in northern Amazonian ecotone forestsallometryAmazon foresthypsometric relationshipsdendrometryseasonal forestABSTRACT Allometric models defining the relationship between stem diameter and total tree height in the Amazon basin are important because they refine the estimates of tree carbon stocks and flow in the region. This study tests different allometric models to estimate the total tree height from the stem diameter in an ecotone zone between ombrophilous and seasonal forests in the Brazilian state of Roraima, in northern Amazonia. Stem diameter and total height were measured directly in 65 recently fallen trees (live or dead). Linear and nonlinear regressions were tested to represent the D:H relation in this specific ecotone zone. Criteria for model selection were the standard error of the estimate (Syx) and the adjusted coefficient of determination (R²adj), complemented by the Akaike Information Criterion (AIC). Analysis of residuals of the most parsimonious nonlinear models showed a tendency to overestimate the total tree height for trees in the 20-40 cm diameter range. Application of our best fitted model (Michaelis-Menten) indicated that previously published general equations for the tropics that use diameter as the independent variable can either overestimate tree height in the study area by 10-29% (Weibull models) or underestimate it by 8% (climate-based models). We concluded that our site-specific model can be used in the ecotone forests studied in Roraima because it realistically reflects the local biometric relationships between stem diameter and total tree height. Studies need to be expanded in peripheral areas of northern Amazonia in order to reduce uncertainties in biomass and carbon estimates that use the tree height as a variable in general models.Instituto Nacional de Pesquisas da Amazônia2019-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672019000200081Acta Amazonica v.49 n.2 2019reponame:Acta Amazonicainstname:Instituto Nacional de Pesquisas da Amazônia (INPA)instacron:INPA10.1590/1809-4392201801642info:eu-repo/semantics/openAccessBARBOSA,Reinaldo ImbrozioRAMÍREZ-NARVÁEZ,Perla NataliaFEARNSIDE,Philip MartinVILLACORTA,Carlos Darwin AnguloCARVALHO,Lidiany Camila da Silvaeng2019-08-07T00:00:00Zoai:scielo:S0044-59672019000200081Revistahttps://acta.inpa.gov.br/PUBhttps://old.scielo.br/oai/scielo-oai.phpacta@inpa.gov.br||acta@inpa.gov.br1809-43920044-5967opendoar:2019-08-07T00:00Acta Amazonica - Instituto Nacional de Pesquisas da Amazônia (INPA)false
dc.title.none.fl_str_mv Allometric models to estimate tree height in northern Amazonian ecotone forests
title Allometric models to estimate tree height in northern Amazonian ecotone forests
spellingShingle Allometric models to estimate tree height in northern Amazonian ecotone forests
BARBOSA,Reinaldo Imbrozio
allometry
Amazon forest
hypsometric relationships
dendrometry
seasonal forest
title_short Allometric models to estimate tree height in northern Amazonian ecotone forests
title_full Allometric models to estimate tree height in northern Amazonian ecotone forests
title_fullStr Allometric models to estimate tree height in northern Amazonian ecotone forests
title_full_unstemmed Allometric models to estimate tree height in northern Amazonian ecotone forests
title_sort Allometric models to estimate tree height in northern Amazonian ecotone forests
author BARBOSA,Reinaldo Imbrozio
author_facet BARBOSA,Reinaldo Imbrozio
RAMÍREZ-NARVÁEZ,Perla Natalia
FEARNSIDE,Philip Martin
VILLACORTA,Carlos Darwin Angulo
CARVALHO,Lidiany Camila da Silva
author_role author
author2 RAMÍREZ-NARVÁEZ,Perla Natalia
FEARNSIDE,Philip Martin
VILLACORTA,Carlos Darwin Angulo
CARVALHO,Lidiany Camila da Silva
author2_role author
author
author
author
dc.contributor.author.fl_str_mv BARBOSA,Reinaldo Imbrozio
RAMÍREZ-NARVÁEZ,Perla Natalia
FEARNSIDE,Philip Martin
VILLACORTA,Carlos Darwin Angulo
CARVALHO,Lidiany Camila da Silva
dc.subject.por.fl_str_mv allometry
Amazon forest
hypsometric relationships
dendrometry
seasonal forest
topic allometry
Amazon forest
hypsometric relationships
dendrometry
seasonal forest
description ABSTRACT Allometric models defining the relationship between stem diameter and total tree height in the Amazon basin are important because they refine the estimates of tree carbon stocks and flow in the region. This study tests different allometric models to estimate the total tree height from the stem diameter in an ecotone zone between ombrophilous and seasonal forests in the Brazilian state of Roraima, in northern Amazonia. Stem diameter and total height were measured directly in 65 recently fallen trees (live or dead). Linear and nonlinear regressions were tested to represent the D:H relation in this specific ecotone zone. Criteria for model selection were the standard error of the estimate (Syx) and the adjusted coefficient of determination (R²adj), complemented by the Akaike Information Criterion (AIC). Analysis of residuals of the most parsimonious nonlinear models showed a tendency to overestimate the total tree height for trees in the 20-40 cm diameter range. Application of our best fitted model (Michaelis-Menten) indicated that previously published general equations for the tropics that use diameter as the independent variable can either overestimate tree height in the study area by 10-29% (Weibull models) or underestimate it by 8% (climate-based models). We concluded that our site-specific model can be used in the ecotone forests studied in Roraima because it realistically reflects the local biometric relationships between stem diameter and total tree height. Studies need to be expanded in peripheral areas of northern Amazonia in order to reduce uncertainties in biomass and carbon estimates that use the tree height as a variable in general models.
publishDate 2019
dc.date.none.fl_str_mv 2019-04-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672019000200081
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0044-59672019000200081
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1809-4392201801642
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Instituto Nacional de Pesquisas da Amazônia
publisher.none.fl_str_mv Instituto Nacional de Pesquisas da Amazônia
dc.source.none.fl_str_mv Acta Amazonica v.49 n.2 2019
reponame:Acta Amazonica
instname:Instituto Nacional de Pesquisas da Amazônia (INPA)
instacron:INPA
instname_str Instituto Nacional de Pesquisas da Amazônia (INPA)
instacron_str INPA
institution INPA
reponame_str Acta Amazonica
collection Acta Amazonica
repository.name.fl_str_mv Acta Amazonica - Instituto Nacional de Pesquisas da Amazônia (INPA)
repository.mail.fl_str_mv acta@inpa.gov.br||acta@inpa.gov.br
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