Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.

Detalhes bibliográficos
Autor(a) principal: ACUÑA, M. H. A.
Data de Publicação: 2019
Outros Autores: OLIVEIRA, L. C. de, OLIVEIRA, M. V. N. d', SOUZA, M. B., COSTA, C. A. F. da
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1113288
Resumo: This study includes an economic analysis of the dynamics and prognosis of the forest structure of an area under sustainable forest management in the Amazon, in the primary production of tropical roundwood. It analyzes measurements taken between 2001 and 2011 and carries out forest forecasting for the period from 2001 to 2021 with the application of the Markov Matrix Chain. The variables measured by the probability matrix were transformed into equivalent annual rates and compared over the same period to the Brazilian macroeconomic indicators of gross domestic product (GDP) and the real interest rate of primary roundwood production (TJLP). The valuation of tree density utilized a series of average prices of world imports and exports of roundwood. Between 2001 and 2011, the parameters of the forest dynamics without valuation were similar to the TJLP (1.4% per year) and, when valued, the rates were close to the GDP of 3.5% per year. The forecast from 2001 to 2021 indicates that unrated economic groups behave in a similar way to the TJLP of 1% per annum and to the GDP of 2.2% per year, except the recovery category, which has a negative rate of 1.9% per year. The monitoring of tropical forests allows the achievement of economic indexes capable of assessing the anthropic and natural impacts in short periods of analysis and projecting them over time on natural capital.
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spelling Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.Manejo florestal sustentávelSilvicultura sustentableForest dynamicsDinámica forestalCapital naturalFloresta ombrófila abertaModelos matemáticosCadena de MárkovFloresta Estadual do Antimary (AC)Bujari (AC)AcreSouthwestern AmazonSudoeste da AmazôniaFloresta TropicalExploração FlorestalAnálise EconômicaModelo MatemáticoSustainable forestryNatural capitalEconomic analysisMarkov chainMathematical modelsThis study includes an economic analysis of the dynamics and prognosis of the forest structure of an area under sustainable forest management in the Amazon, in the primary production of tropical roundwood. It analyzes measurements taken between 2001 and 2011 and carries out forest forecasting for the period from 2001 to 2021 with the application of the Markov Matrix Chain. The variables measured by the probability matrix were transformed into equivalent annual rates and compared over the same period to the Brazilian macroeconomic indicators of gross domestic product (GDP) and the real interest rate of primary roundwood production (TJLP). The valuation of tree density utilized a series of average prices of world imports and exports of roundwood. Between 2001 and 2011, the parameters of the forest dynamics without valuation were similar to the TJLP (1.4% per year) and, when valued, the rates were close to the GDP of 3.5% per year. The forecast from 2001 to 2021 indicates that unrated economic groups behave in a similar way to the TJLP of 1% per annum and to the GDP of 2.2% per year, except the recovery category, which has a negative rate of 1.9% per year. The monitoring of tropical forests allows the achievement of economic indexes capable of assessing the anthropic and natural impacts in short periods of analysis and projecting them over time on natural capital.M. H. A. Acuña, REDE-BIONORTE, Universidade Federal do Acre (Ufac); LUIS CLAUDIO DE OLIVEIRA, CPAF-AC; MARCUS VINICIO NEVES D OLIVEIRA, CPAF-AC; M. B. Souza, REDE-BIONORTE, Universidade Federal do Acre; C. A. F. da Costa, REDE-BIONORTE, Universidade Federal do Acre.ACUÑA, M. H. A.OLIVEIRA, L. C. deOLIVEIRA, M. V. N. d'SOUZA, M. B.COSTA, C. A. F. da2019-10-21T18:09:27Z2019-10-21T18:09:27Z2019-10-2120192019-10-28T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleJournal of Agricultural Science, v. 11, n. 11, p. 172-184, 2019.1916-9752 (print) / 1916-9760 (online)http://www.alice.cnptia.embrapa.br/alice/handle/doc/111328810.5539/jas.v11n11p172enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2019-10-21T18:09:33Zoai:www.alice.cnptia.embrapa.br:doc/1113288Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542019-10-21T18:09:33falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542019-10-21T18:09:33Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
title Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
spellingShingle Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
ACUÑA, M. H. A.
Manejo florestal sustentável
Silvicultura sustentable
Forest dynamics
Dinámica forestal
Capital natural
Floresta ombrófila aberta
Modelos matemáticos
Cadena de Márkov
Floresta Estadual do Antimary (AC)
Bujari (AC)
Acre
Southwestern Amazon
Sudoeste da Amazônia
Floresta Tropical
Exploração Florestal
Análise Econômica
Modelo Matemático
Sustainable forestry
Natural capital
Economic analysis
Markov chain
Mathematical models
title_short Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
title_full Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
title_fullStr Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
title_full_unstemmed Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
title_sort Application of the Markov Chain in macroeconomic analysis of a managed forest in the Amazon.
author ACUÑA, M. H. A.
author_facet ACUÑA, M. H. A.
OLIVEIRA, L. C. de
OLIVEIRA, M. V. N. d'
SOUZA, M. B.
COSTA, C. A. F. da
author_role author
author2 OLIVEIRA, L. C. de
OLIVEIRA, M. V. N. d'
SOUZA, M. B.
COSTA, C. A. F. da
author2_role author
author
author
author
dc.contributor.none.fl_str_mv M. H. A. Acuña, REDE-BIONORTE, Universidade Federal do Acre (Ufac); LUIS CLAUDIO DE OLIVEIRA, CPAF-AC; MARCUS VINICIO NEVES D OLIVEIRA, CPAF-AC; M. B. Souza, REDE-BIONORTE, Universidade Federal do Acre; C. A. F. da Costa, REDE-BIONORTE, Universidade Federal do Acre.
dc.contributor.author.fl_str_mv ACUÑA, M. H. A.
OLIVEIRA, L. C. de
OLIVEIRA, M. V. N. d'
SOUZA, M. B.
COSTA, C. A. F. da
dc.subject.por.fl_str_mv Manejo florestal sustentável
Silvicultura sustentable
Forest dynamics
Dinámica forestal
Capital natural
Floresta ombrófila aberta
Modelos matemáticos
Cadena de Márkov
Floresta Estadual do Antimary (AC)
Bujari (AC)
Acre
Southwestern Amazon
Sudoeste da Amazônia
Floresta Tropical
Exploração Florestal
Análise Econômica
Modelo Matemático
Sustainable forestry
Natural capital
Economic analysis
Markov chain
Mathematical models
topic Manejo florestal sustentável
Silvicultura sustentable
Forest dynamics
Dinámica forestal
Capital natural
Floresta ombrófila aberta
Modelos matemáticos
Cadena de Márkov
Floresta Estadual do Antimary (AC)
Bujari (AC)
Acre
Southwestern Amazon
Sudoeste da Amazônia
Floresta Tropical
Exploração Florestal
Análise Econômica
Modelo Matemático
Sustainable forestry
Natural capital
Economic analysis
Markov chain
Mathematical models
description This study includes an economic analysis of the dynamics and prognosis of the forest structure of an area under sustainable forest management in the Amazon, in the primary production of tropical roundwood. It analyzes measurements taken between 2001 and 2011 and carries out forest forecasting for the period from 2001 to 2021 with the application of the Markov Matrix Chain. The variables measured by the probability matrix were transformed into equivalent annual rates and compared over the same period to the Brazilian macroeconomic indicators of gross domestic product (GDP) and the real interest rate of primary roundwood production (TJLP). The valuation of tree density utilized a series of average prices of world imports and exports of roundwood. Between 2001 and 2011, the parameters of the forest dynamics without valuation were similar to the TJLP (1.4% per year) and, when valued, the rates were close to the GDP of 3.5% per year. The forecast from 2001 to 2021 indicates that unrated economic groups behave in a similar way to the TJLP of 1% per annum and to the GDP of 2.2% per year, except the recovery category, which has a negative rate of 1.9% per year. The monitoring of tropical forests allows the achievement of economic indexes capable of assessing the anthropic and natural impacts in short periods of analysis and projecting them over time on natural capital.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-21T18:09:27Z
2019-10-21T18:09:27Z
2019-10-21
2019
2019-10-28T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Journal of Agricultural Science, v. 11, n. 11, p. 172-184, 2019.
1916-9752 (print) / 1916-9760 (online)
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1113288
10.5539/jas.v11n11p172
identifier_str_mv Journal of Agricultural Science, v. 11, n. 11, p. 172-184, 2019.
1916-9752 (print) / 1916-9760 (online)
10.5539/jas.v11n11p172
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1113288
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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