MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA

Detalhes bibliográficos
Autor(a) principal: Santos, Misael Freitas dos
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UNICENTRO
Texto Completo: http://tede.unicentro.br:8080/jspui/handle/jspui/1333
Resumo: The success of the management of native forests is conditioned to the knowledge of forest characteristics and the improvement of management techniques. Two issues deserve importance, because they directly interfere with forest management: (i) the occurrence of hollows in the trees and (ii) the precision of the estimates of volumetric production. In this sense, the objective was, respectively: (i) to evaluate and model the occurrence of hollows in commercial trees managed in the Tapajos National Forest (TNF), in the state of Pará, Brazil and (ii) to evaluate the performance of specific commercial volume equations by species, comparing them with generic equations for the Forest Management Area (FMA) and per Annual Production Unit (APU). For the study of both questions, a database composed of 30.026 trees of 43 species, inventoried, harvested and cubed in 10 APUs in the TNF, was used. For the study of the occurrence of hollows, the incidence of hollows at the species and tree level was evaluated, as well as the structural characteristics of the hollows. Logistic regression models were adjusted by species according to the diameter measured at 1.30 m from the ground (DBH) to estimate the probability of the hollows occurrence. Equations were also tested to estimate the hollow diameter as a function of DBH. In order to improve the methods of estimating commercial volumes, simple entry equations were selected by species (specific equations) and for FMA and APUs (generic equations). The equations selected were compared using precision measurements. The monetary revenue forecast error was also calculated considering the volumetric production estimates. It was found that 24% of the harvested trees contained hollows, and the species showed different degrees of propensity to the occurrence of hollows. It was identified that the larger the tree size, the greater the possibility of hollows occurring and proportionally larger are the hollows. Most of the trees hollows harvested had small hollows, reflecting a percentage of hollow volume that is not expressive in relation to the total volume of harvested wood. Patterns of occurrence of hollows along the commercial stem were observed, which depend on the species and the size of the trees. Most of the trees contained hollows distributed throughout the stem or in the region of the base of the stem. The logistical models tested by species adequately represented the relationship between the DBH and the probability of hollows occurrence, being valid for use in forest inventory data. It was identified that the species have limit diameters from which the probability of hollows occurrence is significant, which can be considered in the selection of trees for harvest. Predictive models of the size of the hollow were also developed and are valid for use in forest inventory phase. Although hollows are common in commercial trees, knowledge of their characteristics and patterns of occurrence, as well as prediction tools, can assist managers in control of trees hollows. Regarding the commercial volume equations, it was found that the use of specific equations results in more accurate estimates of production, which, consequently, minimize errors in the forecast of monetary revenue, reducing the risks of economic losses. Therefore, in addition to being statistically valid, equations by species represent the best alternative for obtaining more accurate estimates of the commercial volume in TNF, recommending its use.
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spelling Figueiredo Filho, Afonsohttp://lattes.cnpq.br/4151544991447365Gama, João Ricardo Vasconcelloshttp://lattes.cnpq.br/9058536716453750Retslaff, Fabiane Aparecida de Souzahttp://lattes.cnpq.br/6216785304671453018.222.852-59http://lattes.cnpq.br/9089157724979683Santos, Misael Freitas dos2021-02-18T12:57:19Z2020-02-17Santos, Misael Freitas dos. MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA. 2020. 139 f. Dissertação (Programa de Pós-Graduação em Ciências Florestais - Mestrado) - Universidade Estadual do Centro-Oeste, Irati-PR.http://tede.unicentro.br:8080/jspui/handle/jspui/1333The success of the management of native forests is conditioned to the knowledge of forest characteristics and the improvement of management techniques. Two issues deserve importance, because they directly interfere with forest management: (i) the occurrence of hollows in the trees and (ii) the precision of the estimates of volumetric production. In this sense, the objective was, respectively: (i) to evaluate and model the occurrence of hollows in commercial trees managed in the Tapajos National Forest (TNF), in the state of Pará, Brazil and (ii) to evaluate the performance of specific commercial volume equations by species, comparing them with generic equations for the Forest Management Area (FMA) and per Annual Production Unit (APU). For the study of both questions, a database composed of 30.026 trees of 43 species, inventoried, harvested and cubed in 10 APUs in the TNF, was used. For the study of the occurrence of hollows, the incidence of hollows at the species and tree level was evaluated, as well as the structural characteristics of the hollows. Logistic regression models were adjusted by species according to the diameter measured at 1.30 m from the ground (DBH) to estimate the probability of the hollows occurrence. Equations were also tested to estimate the hollow diameter as a function of DBH. In order to improve the methods of estimating commercial volumes, simple entry equations were selected by species (specific equations) and for FMA and APUs (generic equations). The equations selected were compared using precision measurements. The monetary revenue forecast error was also calculated considering the volumetric production estimates. It was found that 24% of the harvested trees contained hollows, and the species showed different degrees of propensity to the occurrence of hollows. It was identified that the larger the tree size, the greater the possibility of hollows occurring and proportionally larger are the hollows. Most of the trees hollows harvested had small hollows, reflecting a percentage of hollow volume that is not expressive in relation to the total volume of harvested wood. Patterns of occurrence of hollows along the commercial stem were observed, which depend on the species and the size of the trees. Most of the trees contained hollows distributed throughout the stem or in the region of the base of the stem. The logistical models tested by species adequately represented the relationship between the DBH and the probability of hollows occurrence, being valid for use in forest inventory data. It was identified that the species have limit diameters from which the probability of hollows occurrence is significant, which can be considered in the selection of trees for harvest. Predictive models of the size of the hollow were also developed and are valid for use in forest inventory phase. Although hollows are common in commercial trees, knowledge of their characteristics and patterns of occurrence, as well as prediction tools, can assist managers in control of trees hollows. Regarding the commercial volume equations, it was found that the use of specific equations results in more accurate estimates of production, which, consequently, minimize errors in the forecast of monetary revenue, reducing the risks of economic losses. Therefore, in addition to being statistically valid, equations by species represent the best alternative for obtaining more accurate estimates of the commercial volume in TNF, recommending its use.O sucesso do manejo das florestas nativas está condicionado ao conhecimento de características da floresta e ao aprimoramento das técnicas de gerenciamento. Duas questões merecem importância, pois interferem diretamente no manejo florestal: (i) a ocorrência de ocos nas árvores e (ii) a precisão das estimativas da produção volumétrica. Nesse sentido, objetivou-se, respectivamente: (i) avaliar e modelar a ocorrência de ocos em árvores comerciais manejadas na Floresta Nacional do Tapajós (FNT), no estado do Pará, e (ii) avaliar o desempenho de equações de volume comercial específicas por espécie, comparando-as com equações genéricas para a Área de Manejo Florestal (AMF) e por Unidade de Produção Anual (UPA). Para o estudo de ambas as questões colocadas, utilizou-se uma base de dados composta por 30.026 árvores, de 43 espécies, inventariadas, colhidas e cubadas em dez UPAs na FNT. Para o estudo da ocorrência de ocos, avaliou-se a incidência de oco em nível de espécie e árvore, bem como as características estruturais dos ocos. Modelos de regressão logística foram ajustados por espécie em função do diâmetro medido à 1,30 m do solo (DAP) para a estimativa da probabilidade de ocorrência de ocos. Também foram testadas equações para estimativa do diâmetro do oco a partir do DAP. Objetivando o aprimoramento dos métodos de estimativa dos volumes comerciais, equações de simples entrada foram ajustadas e selecionadas por espécie (equações específicas) e para a AMF e UPAs (equações genéricas). Comparou-se as equações selecionadas por meio de medidas de precisão. Calculou-se também o erro de previsão da receita monetária considerando-se as estimativas da produção volumétrica. Verificou-se que 24% das árvores colhidas continham oco, sendo que as espécies apresentaram diferentes graus de propensão à ocorrência de oco. Identificou-se que quanto maior o tamanho da árvore, maior a possibilidade de ocorrência de oco e proporcionalmente maiores são os ocos. A maioria das árvores ocas colhidas possuíam ocos pequenos, refletindo em um percentual de volume oco pouco expressivo em relação a volumetria total de madeira colhida. Padrões de ocorrência de ocos ao longo do fuste comercializável foram observados, sendo estes dependentes das espécies e do tamanho das árvores. A maioria das árvores continham ocos distribuídos em todo o fuste ou na região da base do tronco. Os modelos logísticos testados por espécie representaram adequadamente a relação entre o DAP e a probabilidade de ocorrência de ocos, sendo válidos para utilização em dados dos inventários florestais. Identificou-se que as espécies possuem diâmetros limites a partir dos quais a probabilidade de ocorrência de ocos é expressiva, podendo estes serem considerados na seleção de árvores para colheita. Modelos preditivos do tamanho dos ocos também foram desenvolvidos e são válidos para utilização na fase de inventário florestal. Apesar de ocos serem comuns em árvores comerciais, o conhecimento de suas características e de padrões de ocorrência, bem como as ferramentas de previsão, podem auxiliar os manejadores no gerenciamento de árvores ocas. Com relação às equações de volume comercial, constatou-se que a utilização de equações específicas resulta em estimativas mais precisas da produção, o que, consequentemente, minimiza os erros na previsão da receita monetária, reduzindo os riscos de perdas econômicas. Portanto, além de estatisticamente válidas, equações por espécie representam a melhor alternativa para a obtenção de estimativas mais precisas do volume comercial na FNT, recomendando-se sua utilização.Submitted by Fabiano Jucá (fjuca@unicentro.br) on 2021-02-18T12:57:19Z No. of bitstreams: 1 Misael Freitas dos Santos.pdf: 6381252 bytes, checksum: 4fe52af8049f5c8d90c47e9face17ee6 (MD5)Made available in DSpace on 2021-02-18T12:57:19Z (GMT). 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dc.title.por.fl_str_mv MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
title MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
spellingShingle MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
Santos, Misael Freitas dos
árvores ocas
regressão logística
cavidades de árvores
equações de volume por espécie
mensuração florestal
trees hollows
logistic regression
trees cavities
volume equations by species
forest measurement
CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL::MANEJO FLORESTAL
title_short MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
title_full MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
title_fullStr MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
title_full_unstemmed MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
title_sort MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA
author Santos, Misael Freitas dos
author_facet Santos, Misael Freitas dos
author_role author
dc.contributor.advisor1.fl_str_mv Figueiredo Filho, Afonso
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4151544991447365
dc.contributor.advisor-co1.fl_str_mv Gama, João Ricardo Vasconcellos
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/9058536716453750
dc.contributor.advisor-co2.fl_str_mv Retslaff, Fabiane Aparecida de Souza
dc.contributor.advisor-co2Lattes.fl_str_mv http://lattes.cnpq.br/6216785304671453
dc.contributor.authorID.fl_str_mv 018.222.852-59
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/9089157724979683
dc.contributor.author.fl_str_mv Santos, Misael Freitas dos
contributor_str_mv Figueiredo Filho, Afonso
Gama, João Ricardo Vasconcellos
Retslaff, Fabiane Aparecida de Souza
dc.subject.por.fl_str_mv árvores ocas
regressão logística
cavidades de árvores
equações de volume por espécie
mensuração florestal
topic árvores ocas
regressão logística
cavidades de árvores
equações de volume por espécie
mensuração florestal
trees hollows
logistic regression
trees cavities
volume equations by species
forest measurement
CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL::MANEJO FLORESTAL
dc.subject.eng.fl_str_mv trees hollows
logistic regression
trees cavities
volume equations by species
forest measurement
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL::MANEJO FLORESTAL
description The success of the management of native forests is conditioned to the knowledge of forest characteristics and the improvement of management techniques. Two issues deserve importance, because they directly interfere with forest management: (i) the occurrence of hollows in the trees and (ii) the precision of the estimates of volumetric production. In this sense, the objective was, respectively: (i) to evaluate and model the occurrence of hollows in commercial trees managed in the Tapajos National Forest (TNF), in the state of Pará, Brazil and (ii) to evaluate the performance of specific commercial volume equations by species, comparing them with generic equations for the Forest Management Area (FMA) and per Annual Production Unit (APU). For the study of both questions, a database composed of 30.026 trees of 43 species, inventoried, harvested and cubed in 10 APUs in the TNF, was used. For the study of the occurrence of hollows, the incidence of hollows at the species and tree level was evaluated, as well as the structural characteristics of the hollows. Logistic regression models were adjusted by species according to the diameter measured at 1.30 m from the ground (DBH) to estimate the probability of the hollows occurrence. Equations were also tested to estimate the hollow diameter as a function of DBH. In order to improve the methods of estimating commercial volumes, simple entry equations were selected by species (specific equations) and for FMA and APUs (generic equations). The equations selected were compared using precision measurements. The monetary revenue forecast error was also calculated considering the volumetric production estimates. It was found that 24% of the harvested trees contained hollows, and the species showed different degrees of propensity to the occurrence of hollows. It was identified that the larger the tree size, the greater the possibility of hollows occurring and proportionally larger are the hollows. Most of the trees hollows harvested had small hollows, reflecting a percentage of hollow volume that is not expressive in relation to the total volume of harvested wood. Patterns of occurrence of hollows along the commercial stem were observed, which depend on the species and the size of the trees. Most of the trees contained hollows distributed throughout the stem or in the region of the base of the stem. The logistical models tested by species adequately represented the relationship between the DBH and the probability of hollows occurrence, being valid for use in forest inventory data. It was identified that the species have limit diameters from which the probability of hollows occurrence is significant, which can be considered in the selection of trees for harvest. Predictive models of the size of the hollow were also developed and are valid for use in forest inventory phase. Although hollows are common in commercial trees, knowledge of their characteristics and patterns of occurrence, as well as prediction tools, can assist managers in control of trees hollows. Regarding the commercial volume equations, it was found that the use of specific equations results in more accurate estimates of production, which, consequently, minimize errors in the forecast of monetary revenue, reducing the risks of economic losses. Therefore, in addition to being statistically valid, equations by species represent the best alternative for obtaining more accurate estimates of the commercial volume in TNF, recommending its use.
publishDate 2020
dc.date.issued.fl_str_mv 2020-02-17
dc.date.accessioned.fl_str_mv 2021-02-18T12:57:19Z
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dc.identifier.citation.fl_str_mv Santos, Misael Freitas dos. MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA. 2020. 139 f. Dissertação (Programa de Pós-Graduação em Ciências Florestais - Mestrado) - Universidade Estadual do Centro-Oeste, Irati-PR.
dc.identifier.uri.fl_str_mv http://tede.unicentro.br:8080/jspui/handle/jspui/1333
identifier_str_mv Santos, Misael Freitas dos. MODELAGEM DA OCORRÊNCIA DE OCOS E DE EQUAÇÕES DE VOLUME GENÉRICAS E ESPECÍFICAS PARA ESPÉCIES MANEJADAS NA AMAZÔNIA. 2020. 139 f. Dissertação (Programa de Pós-Graduação em Ciências Florestais - Mestrado) - Universidade Estadual do Centro-Oeste, Irati-PR.
url http://tede.unicentro.br:8080/jspui/handle/jspui/1333
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dc.publisher.none.fl_str_mv Universidade Estadual do Centro-Oeste
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Ciências Florestais (Mestrado)
dc.publisher.initials.fl_str_mv UNICENTRO
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dc.publisher.department.fl_str_mv Unicentro::Departamento de Ciências Florestais
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