Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil

Detalhes bibliográficos
Autor(a) principal: Santos, Karina Rodrigues
Data de Publicação: 2019
Outros Autores: Pompeu, Patrícia Vieira, Melo, Lucas Amaral de, Macedo, Renato Luiz Grisi, Botelho, Soraya Alvarenga
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/41120
Resumo: The use of renewable materials and more sustainable processes are essential to minimize the negative impacts of population growth. Bamboo is a viable alternative, because it is a product with potential properties for wood replacement. However, to achieve a good yield, it is necessary to identify suitable sites for the forestry of the species. This study aimed to forecast favorable areas for the best establishment and development of Bambusa vulgaris and Dendrocalamus giganteus in the Brazilian territory, functioning as a zoning for edaphoclimatic aptitude that can support decisionmaking. It was performed using georeferenced points of natural occurrence for the species, collected from a virtual herbarium. The environmental variables were extracted from the WorldClim, MOD16 and SoilGrids databases. In order to select the set of variables to be used for modeling each species, a correlation test was performed. From this result, ten environmental variables were used for each species, and non-correlated variables were chosen. A principal component analyses was applied to select the variables that better explained variability. For the distribution map, the Maxent algorithm was used, based on the principle of maximum entropy, evaluated by the AUC and TSS metrics. Bambusa vulgaris presents a large area for adaptation in the Brazilian territory, unlike the Dendrocalamus giganteus species, which showed a limited aptitude area.
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spelling Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in BrazilZoneamento de aptidão edafoclimática de Bambusa vulgaris e Dendrocalamus giganteus para o BrasilSpecies distribution modelingBambooGeoreferencingModelagem de distribuição de espéciesBambuGeorreferenciamentoThe use of renewable materials and more sustainable processes are essential to minimize the negative impacts of population growth. Bamboo is a viable alternative, because it is a product with potential properties for wood replacement. However, to achieve a good yield, it is necessary to identify suitable sites for the forestry of the species. This study aimed to forecast favorable areas for the best establishment and development of Bambusa vulgaris and Dendrocalamus giganteus in the Brazilian territory, functioning as a zoning for edaphoclimatic aptitude that can support decisionmaking. It was performed using georeferenced points of natural occurrence for the species, collected from a virtual herbarium. The environmental variables were extracted from the WorldClim, MOD16 and SoilGrids databases. In order to select the set of variables to be used for modeling each species, a correlation test was performed. From this result, ten environmental variables were used for each species, and non-correlated variables were chosen. A principal component analyses was applied to select the variables that better explained variability. For the distribution map, the Maxent algorithm was used, based on the principle of maximum entropy, evaluated by the AUC and TSS metrics. Bambusa vulgaris presents a large area for adaptation in the Brazilian territory, unlike the Dendrocalamus giganteus species, which showed a limited aptitude area.O uso de materiais renováveis e processos mais sustentáveis são essenciais para minimizar os impactos negativos do crescimento populacional. O bambu é uma alternativa viável, porque é um produto com propriedades potenciais de substituição à madeira. No entanto, para obter um bom rendimento, é necessário identificar locais adequados para a silvicultura das espécies. Objetivou-se prever áreas favoráveis ao melhor estabelecimento e desenvolvimento de Bambusa vulgaris e Dendrocalamus giganteus, em território brasileiro, funcionando como um zoneamento de aptidão edafoclimática que pode subsidiar a tomada de decisões. Utilizaram-se pontos georreferenciados de ocorrência natural das espécies, coletados em herbário virtual. As variáveis ambientais foram extraídas das bases de dados WorldClim, MOD16 e SoilGrids. Para selecionar o conjunto de variáveis a ser utilizado na modelagem de cada espécie, foi realizado um teste de correlação. A partir deste resultado, dez variáveis ambientais foram utilizadas para cada espécie, e variáveis não correlacionadas foram escolhidas. Uma análise de componentes principais foi aplicada para selecionar as variáveis que mais explicam a variabilidade. Para o mapa de distribuição, foi utilizado o algoritmo Maxent, baseado no princípio da entropia máxima, avaliado por meio das métricas AUC e TSS. B. vulgaris apresentou uma grande área para adaptação no território brasileiro, ao contráEscola de Agronomia/UFG2020-05-21T12:06:07Z2020-05-21T12:06:07Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfSANTOS, K. R. et al. Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil. Pesquisa Agropecuária Tropical, Goiânia, v. 49, 2019.http://repositorio.ufla.br/jspui/handle/1/41120Pesquisa Agropecuária Tropicalreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessSantos, Karina RodriguesPompeu, Patrícia VieiraMelo, Lucas Amaral deMacedo, Renato Luiz GrisiBotelho, Soraya Alvarengaeng2020-05-21T12:06:07Zoai:localhost:1/41120Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2020-05-21T12:06:07Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
Zoneamento de aptidão edafoclimática de Bambusa vulgaris e Dendrocalamus giganteus para o Brasil
title Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
spellingShingle Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
Santos, Karina Rodrigues
Species distribution modeling
Bamboo
Georeferencing
Modelagem de distribuição de espécies
Bambu
Georreferenciamento
title_short Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
title_full Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
title_fullStr Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
title_full_unstemmed Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
title_sort Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil
author Santos, Karina Rodrigues
author_facet Santos, Karina Rodrigues
Pompeu, Patrícia Vieira
Melo, Lucas Amaral de
Macedo, Renato Luiz Grisi
Botelho, Soraya Alvarenga
author_role author
author2 Pompeu, Patrícia Vieira
Melo, Lucas Amaral de
Macedo, Renato Luiz Grisi
Botelho, Soraya Alvarenga
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Santos, Karina Rodrigues
Pompeu, Patrícia Vieira
Melo, Lucas Amaral de
Macedo, Renato Luiz Grisi
Botelho, Soraya Alvarenga
dc.subject.por.fl_str_mv Species distribution modeling
Bamboo
Georeferencing
Modelagem de distribuição de espécies
Bambu
Georreferenciamento
topic Species distribution modeling
Bamboo
Georeferencing
Modelagem de distribuição de espécies
Bambu
Georreferenciamento
description The use of renewable materials and more sustainable processes are essential to minimize the negative impacts of population growth. Bamboo is a viable alternative, because it is a product with potential properties for wood replacement. However, to achieve a good yield, it is necessary to identify suitable sites for the forestry of the species. This study aimed to forecast favorable areas for the best establishment and development of Bambusa vulgaris and Dendrocalamus giganteus in the Brazilian territory, functioning as a zoning for edaphoclimatic aptitude that can support decisionmaking. It was performed using georeferenced points of natural occurrence for the species, collected from a virtual herbarium. The environmental variables were extracted from the WorldClim, MOD16 and SoilGrids databases. In order to select the set of variables to be used for modeling each species, a correlation test was performed. From this result, ten environmental variables were used for each species, and non-correlated variables were chosen. A principal component analyses was applied to select the variables that better explained variability. For the distribution map, the Maxent algorithm was used, based on the principle of maximum entropy, evaluated by the AUC and TSS metrics. Bambusa vulgaris presents a large area for adaptation in the Brazilian territory, unlike the Dendrocalamus giganteus species, which showed a limited aptitude area.
publishDate 2019
dc.date.none.fl_str_mv 2019
2020-05-21T12:06:07Z
2020-05-21T12:06:07Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv SANTOS, K. R. et al. Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil. Pesquisa Agropecuária Tropical, Goiânia, v. 49, 2019.
http://repositorio.ufla.br/jspui/handle/1/41120
identifier_str_mv SANTOS, K. R. et al. Zoning for edaphoclimatic aptitude of Bambusa vulgaris and Dendrocalamus giganteus in Brazil. Pesquisa Agropecuária Tropical, Goiânia, v. 49, 2019.
url http://repositorio.ufla.br/jspui/handle/1/41120
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Escola de Agronomia/UFG
publisher.none.fl_str_mv Escola de Agronomia/UFG
dc.source.none.fl_str_mv Pesquisa Agropecuária Tropical
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
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