Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira

Detalhes bibliográficos
Autor(a) principal: Alemán, Luis Antonio Beltrán
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFRR
Texto Completo: http://repositorio.ufrr.br:8080/jspui/handle/prefix/254
Resumo: The study of the D-H (diameter-height) relationship in tropical forests improves our understanding of biomass stocks and the role they play in mitigating the effects of climate change in the regional and global context. In this sense, the objective of this study was to adjust D-H allometric models for different types of oligotrophic forests in the center-south of Roraima, northern Brazilian Amazonia. The study was based on measuring the diameter and height of 350 trees on a 2.25 km with 5m wide transect. The transect intersects a hydro-edaphic gradient where three forest types (campinarana, ecotone and ombrófila) are defined by environmental factors (soil class and duration of flooding). The five mathematical models tested were non-linear: Weibull, Michaelis-Menten, Log1, Log2 and Log3. The selection criteria of the models were the standard error of residues (RSE), the adjusted determination coefficient (R²adj) and the Akaike Information Criterion (AIC). The specific allometric models that define the total height of each of the three forest types investigated are asymptotically different (p = <5%). Analysis of the residues of the more parsimonious non-linear models showed a tendency to overestimate the total heights for the three forest types. The best fit model (Michaelis-Menten) indicated that general models previously published for tropical regions using diameter as an independent variable may overestimate heights based on stem diameter. The general Weibull models overestimated the heights in the study area in (17.7-105.8%) in the three forest types (Treed shade-loving, ecotone and ombrófila), except in the diameters > 60 (cm) in the forest type of the ombrophilous where the South American model underestimated the heights (13.2-67.6%), overestimating the highest heights in the campinarana, however, in the ecotone area, it overestimated the heights in the diameters <= 20 (cm) and underestimated them in diameters> 38 (cm), the heights were also overestimated in diameters <= 20 (cm), and underestimated in diameters > 25 (cm). It is concluded that the diameter-height relationship differs between the phytophysiognomy of the campinarana with (3-4 months of flood) in relation to the ecotone area (1-2 months of flooding) and the ombrophilous forest (without flooding) , indicating that more restricted environments (campinaranas established in areas with longer flooding periods and poorer soils) have lower biometric standards than forest types with lower restrictions (ombrophilous and ecotone forest located in free zones or with a shorter time period of flooding).
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spelling Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileiraDiameter-height allometric models for oligotrophic forests in the Northes Brazilian AmazonAlometriaFlorestas amazônicasEcótonoVariáveis hidro-edáficasAllometryAmazonian forestsEcotoneHydro-edaphic variablesCNPQ::CIENCIAS BIOLOGICAS::BIOLOGIA GERALThe study of the D-H (diameter-height) relationship in tropical forests improves our understanding of biomass stocks and the role they play in mitigating the effects of climate change in the regional and global context. In this sense, the objective of this study was to adjust D-H allometric models for different types of oligotrophic forests in the center-south of Roraima, northern Brazilian Amazonia. The study was based on measuring the diameter and height of 350 trees on a 2.25 km with 5m wide transect. The transect intersects a hydro-edaphic gradient where three forest types (campinarana, ecotone and ombrófila) are defined by environmental factors (soil class and duration of flooding). The five mathematical models tested were non-linear: Weibull, Michaelis-Menten, Log1, Log2 and Log3. The selection criteria of the models were the standard error of residues (RSE), the adjusted determination coefficient (R²adj) and the Akaike Information Criterion (AIC). The specific allometric models that define the total height of each of the three forest types investigated are asymptotically different (p = <5%). Analysis of the residues of the more parsimonious non-linear models showed a tendency to overestimate the total heights for the three forest types. The best fit model (Michaelis-Menten) indicated that general models previously published for tropical regions using diameter as an independent variable may overestimate heights based on stem diameter. The general Weibull models overestimated the heights in the study area in (17.7-105.8%) in the three forest types (Treed shade-loving, ecotone and ombrófila), except in the diameters > 60 (cm) in the forest type of the ombrophilous where the South American model underestimated the heights (13.2-67.6%), overestimating the highest heights in the campinarana, however, in the ecotone area, it overestimated the heights in the diameters <= 20 (cm) and underestimated them in diameters> 38 (cm), the heights were also overestimated in diameters <= 20 (cm), and underestimated in diameters > 25 (cm). It is concluded that the diameter-height relationship differs between the phytophysiognomy of the campinarana with (3-4 months of flood) in relation to the ecotone area (1-2 months of flooding) and the ombrophilous forest (without flooding) , indicating that more restricted environments (campinaranas established in areas with longer flooding periods and poorer soils) have lower biometric standards than forest types with lower restrictions (ombrophilous and ecotone forest located in free zones or with a shorter time period of flooding).O estudo da relação do D~H (diâmetro-altura) em florestas tropicais melhora nosso entendimento sobre os estoques de biomassa e o papel que desempenham em relação à mitigação dos efeitos das mudanças climáticas no contexto regional e global. Nesse sentido, o objetivo deste estudo foi ajustar modelos alométricos D~H para diferentes tipos de florestas oligotróficas do centro-sul de Roraima, norte da Amazônia brasileira. O estudo tomou como base a medição do diâmetro e da altura de 350 árvores em um transecto permanente de 2.25 km com 5m de largura. O transecto corta um gradiente hidro-edáfico onde ocorrem três tipos florestais (campinarana, ecótono e ombrófila) definidos por condicionantes ambientais (classe de solo e duração da inundação). Os cinco modelos matemáticos testados foram não-lineares: Weibull, Michaelis-Menten, Log1, Log2 e Log3. Os critérios de seleção dos modelos foram o erro padrão dos resíduos (RSE), o coeficiente de determinação ajustado (R²adj) e o Critério de Informação Akaike (AIC). Os modelos alométricos específicos que definem a altura total de cada um dos três tipos florestais investigados são assintoticamente distintos entre si (p = <5%). Análise dos resíduos dos modelos não-lineares mais parcimoniosos mostraram uma tendência de superestimar as alturas totais para os três tipos florestais. O modelo melhor ajustado (Michaelis-Menten) indicou que os modelos gerais publicados previamente para as regiões tropicais usando o diâmetro como variável independente podem superestimar as alturas com base no diâmetro do caule. Os modelos gerais de Weibull superestimaram as alturas na área de estudo em (17.7-105.8%) nos três tipos florestais (campinaranas, ecótono e ombrófila), com exceção nos diâmetros >60cm no tipo florestal da ombrófila onde o modelo Sul Americano subestimou as alturas, porém, o modelo baseado no clima apresentou valores de (13.2-67.6%) superestimando as alturas com maior dimensão na campinarana, entretanto, na área de ecótono superestimou as alturas nos diâmetros <= 20 (cm) e as subestimou nos diâmetros > 38 (cm), na fitofisionomia da ombrófila as alturas foram superestimadas também nos diâmetros <= 20 (cm), e subestimadas nos diâmetros > 25 (cm). Conclui-se que a relação de diâmetro-altura difere entre a fitofisionomia da campinarana com (3-4 meses de inundação) em relação com a área de ecótono (1-2 meses de alagamento) e a floresta ombrófila (sem presença de inundação), indicando que ambientes mais restritos (campinaranas estabelecidas em zonas com maior período de inundação e solos mais pobres) possuem padrões biométricos menores em relação aos tipos florestais com menores restrições (floretas ombrófilas e ecótonos situados em zonas isentas ou com menor período de alagamento temporal).Universidade Federal de RoraimaBrasilPRPPG - Pró-Reitoria de Pesquisa e Pós-GraduaçãoPRONAT - Programa de Pós-Graduação em Recursos NaturaisUFRRBarbosa, Reinaldo Imbroziohttp://lattes.cnpq.br/2040628785093158Oliveira, Rodrigo Leonardo Costa dehttp://lattes.cnpq.br/0907853997154492Alemán, Luis Antonio Beltrán2019-12-30T12:33:05Z2019-12-30T12:33:05Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisALEMÁN, Luis Antonio Beltrán. Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira. 2019. 63f. Dissertação (Mestrado em Ciências Ambientais) - Programa de Pós-Graduação em Recursos Naturais, Universidade Federal de Roraima, Boa Vista, 2019.http://repositorio.ufrr.br:8080/jspui/handle/prefix/254porAttribution-NonCommercial-ShareAlike 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-sa/3.0/br/info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRRinstname:Universidade Federal de Roraima (UFRR)instacron:UFRR2023-11-10T18:04:50Zoai:repositorio.ufrr.br:prefix/254Repositório InstitucionalPUBhttp://repositorio.ufrr.br:8080/oai/requestangelsenhora@gmail.comopendoar:2023-11-10T18:04:50Repositório Institucional da UFRR - Universidade Federal de Roraima (UFRR)false
dc.title.none.fl_str_mv Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
Diameter-height allometric models for oligotrophic forests in the Northes Brazilian Amazon
title Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
spellingShingle Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
Alemán, Luis Antonio Beltrán
Alometria
Florestas amazônicas
Ecótono
Variáveis hidro-edáficas
Allometry
Amazonian forests
Ecotone
Hydro-edaphic variables
CNPQ::CIENCIAS BIOLOGICAS::BIOLOGIA GERAL
title_short Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
title_full Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
title_fullStr Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
title_full_unstemmed Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
title_sort Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira
author Alemán, Luis Antonio Beltrán
author_facet Alemán, Luis Antonio Beltrán
author_role author
dc.contributor.none.fl_str_mv Barbosa, Reinaldo Imbrozio
http://lattes.cnpq.br/2040628785093158
Oliveira, Rodrigo Leonardo Costa de
http://lattes.cnpq.br/0907853997154492
dc.contributor.author.fl_str_mv Alemán, Luis Antonio Beltrán
dc.subject.por.fl_str_mv Alometria
Florestas amazônicas
Ecótono
Variáveis hidro-edáficas
Allometry
Amazonian forests
Ecotone
Hydro-edaphic variables
CNPQ::CIENCIAS BIOLOGICAS::BIOLOGIA GERAL
topic Alometria
Florestas amazônicas
Ecótono
Variáveis hidro-edáficas
Allometry
Amazonian forests
Ecotone
Hydro-edaphic variables
CNPQ::CIENCIAS BIOLOGICAS::BIOLOGIA GERAL
description The study of the D-H (diameter-height) relationship in tropical forests improves our understanding of biomass stocks and the role they play in mitigating the effects of climate change in the regional and global context. In this sense, the objective of this study was to adjust D-H allometric models for different types of oligotrophic forests in the center-south of Roraima, northern Brazilian Amazonia. The study was based on measuring the diameter and height of 350 trees on a 2.25 km with 5m wide transect. The transect intersects a hydro-edaphic gradient where three forest types (campinarana, ecotone and ombrófila) are defined by environmental factors (soil class and duration of flooding). The five mathematical models tested were non-linear: Weibull, Michaelis-Menten, Log1, Log2 and Log3. The selection criteria of the models were the standard error of residues (RSE), the adjusted determination coefficient (R²adj) and the Akaike Information Criterion (AIC). The specific allometric models that define the total height of each of the three forest types investigated are asymptotically different (p = <5%). Analysis of the residues of the more parsimonious non-linear models showed a tendency to overestimate the total heights for the three forest types. The best fit model (Michaelis-Menten) indicated that general models previously published for tropical regions using diameter as an independent variable may overestimate heights based on stem diameter. The general Weibull models overestimated the heights in the study area in (17.7-105.8%) in the three forest types (Treed shade-loving, ecotone and ombrófila), except in the diameters > 60 (cm) in the forest type of the ombrophilous where the South American model underestimated the heights (13.2-67.6%), overestimating the highest heights in the campinarana, however, in the ecotone area, it overestimated the heights in the diameters <= 20 (cm) and underestimated them in diameters> 38 (cm), the heights were also overestimated in diameters <= 20 (cm), and underestimated in diameters > 25 (cm). It is concluded that the diameter-height relationship differs between the phytophysiognomy of the campinarana with (3-4 months of flood) in relation to the ecotone area (1-2 months of flooding) and the ombrophilous forest (without flooding) , indicating that more restricted environments (campinaranas established in areas with longer flooding periods and poorer soils) have lower biometric standards than forest types with lower restrictions (ombrophilous and ecotone forest located in free zones or with a shorter time period of flooding).
publishDate 2019
dc.date.none.fl_str_mv 2019-12-30T12:33:05Z
2019-12-30T12:33:05Z
2019
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv ALEMÁN, Luis Antonio Beltrán. Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira. 2019. 63f. Dissertação (Mestrado em Ciências Ambientais) - Programa de Pós-Graduação em Recursos Naturais, Universidade Federal de Roraima, Boa Vista, 2019.
http://repositorio.ufrr.br:8080/jspui/handle/prefix/254
identifier_str_mv ALEMÁN, Luis Antonio Beltrán. Modelos alométricos diâmetro-altura para florestas oligotróficas do Norte da Amazônia brasileira. 2019. 63f. Dissertação (Mestrado em Ciências Ambientais) - Programa de Pós-Graduação em Recursos Naturais, Universidade Federal de Roraima, Boa Vista, 2019.
url http://repositorio.ufrr.br:8080/jspui/handle/prefix/254
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-ShareAlike 3.0 Brazil
http://creativecommons.org/licenses/by-nc-sa/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-ShareAlike 3.0 Brazil
http://creativecommons.org/licenses/by-nc-sa/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Roraima
Brasil
PRPPG - Pró-Reitoria de Pesquisa e Pós-Graduação
PRONAT - Programa de Pós-Graduação em Recursos Naturais
UFRR
publisher.none.fl_str_mv Universidade Federal de Roraima
Brasil
PRPPG - Pró-Reitoria de Pesquisa e Pós-Graduação
PRONAT - Programa de Pós-Graduação em Recursos Naturais
UFRR
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRR
instname:Universidade Federal de Roraima (UFRR)
instacron:UFRR
instname_str Universidade Federal de Roraima (UFRR)
instacron_str UFRR
institution UFRR
reponame_str Repositório Institucional da UFRR
collection Repositório Institucional da UFRR
repository.name.fl_str_mv Repositório Institucional da UFRR - Universidade Federal de Roraima (UFRR)
repository.mail.fl_str_mv angelsenhora@gmail.com
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