Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics

Detalhes bibliográficos
Autor(a) principal: Assis, Adriana Leandra
Data de Publicação: 2015
Outros Autores: Mello, José Márcio de, Guedes, Isabel Carolina de Lima, Scolforo, José Roberto Soares, Oliveira, Antônio Donizette de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/14911
Resumo: This work evaluated the potential of a geostatistical interpolator for defining strata and for comparing the stratification generated by the interpolator with stratification based on data records, on the basis of sampling error. Data were collected from a clonal stand of eucalyptus encompassing 164.08 haof area and located in the municipality of Aracruz, Espírito Santo state. In 2003, 49 plots were allocated and in 2004 another 50 plots were distributed systematically in the area. In 2005, all plots were remeasured. The characteristic evaluated each measurement year was ‘volume outside bark’. Spherical and exponential models were fitted to the experimental semivariograms using the maximum likelihood method. The selected model, following the Akaike Information Criterion, was the exponential model. Based on degree of spatial dependence (SD) it was possible to assess the spatial continuity structure of the characteristic of interest. The variable ‘volume outside bark’ was found to be spatially structured in all measurement years and the degree of spatial dependence varied according to forest age. This indicates that statistical analyses should consider the spatial component in the inference process at the ages considered in this study, in particular area classification based on yield. Results showed that the geostatistical interpolator can be used for establishing strata and locating permanent sample plots in young stands of Eucalyptus sp. 
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spelling Development of a sampling strategy for young stands of Eucalyptus sp. using geostatisticsDefinição da estratégia amostral em plantios jovens de Eucalyptus sp. com o uso da geoestatísticaForest inventoryStratificationSpatial statisticInventário florestalEstratificaçãoAmostragemThis work evaluated the potential of a geostatistical interpolator for defining strata and for comparing the stratification generated by the interpolator with stratification based on data records, on the basis of sampling error. Data were collected from a clonal stand of eucalyptus encompassing 164.08 haof area and located in the municipality of Aracruz, Espírito Santo state. In 2003, 49 plots were allocated and in 2004 another 50 plots were distributed systematically in the area. In 2005, all plots were remeasured. The characteristic evaluated each measurement year was ‘volume outside bark’. Spherical and exponential models were fitted to the experimental semivariograms using the maximum likelihood method. The selected model, following the Akaike Information Criterion, was the exponential model. Based on degree of spatial dependence (SD) it was possible to assess the spatial continuity structure of the characteristic of interest. The variable ‘volume outside bark’ was found to be spatially structured in all measurement years and the degree of spatial dependence varied according to forest age. This indicates that statistical analyses should consider the spatial component in the inference process at the ages considered in this study, in particular area classification based on yield. Results showed that the geostatistical interpolator can be used for establishing strata and locating permanent sample plots in young stands of Eucalyptus sp. Avaliou-se o potencial do interpolador geoestatístico para definição de estratos e comparar a estratificação gerada pelo interpolador com a estratificação cadastral, com base no erro de amostragem. Os dados foram coletados em um povoamento clonal de eucalipto de 164,08 ha, localizado no município de Aracruz, ES. Em 2003 foram lançadas 49 parcelas e em 2004, 50 parcelas distribuídas de forma sistemática na área. Em 2005, todas as parcelas foram remedidas. A característica avaliada em cada ano de medição foi volume com casca. Aos semivariogramas experimentais foram ajustados os modelos exponencial e esférico pelo método da Máxima Verossimilhança. O modelo selecionado segundo o Critério de Informação de Akaike foi o exponencial. De acordo como grau de dependência espacial (DE) foi possível avaliar a estrutura de continuidade espacial da característica de interesse. Avariável volume com casca apresentou-se estruturada espacialmente em todos os anos de medição e o grau de dependência espacial variou com a idade da floresta. Isso indica que as análises estatísticas devem considerar a componente espacial no processo de inferência realizado nas idades avaliadas nesse estudo, principalmente a classificação das áreas quanto à produtividade. Os resultados mostraram que o interpolador geoestatístico pode ser utilizado no estabelecimento dos estratos e na localização das parcelas permanentes em idades jovens de Eucalyptus sp.Universidade Federal de Lavras (UFLA)2015-05-202017-08-01T20:19:32Z2017-08-01T20:19:32Z2017-08-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfASSIS, A. L. de et al. Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics. CERNE, Lavras, v. 15, n. 2, p. 166-173, abr./jun. 2009.http://repositorio.ufla.br/jspui/handle/1/149112317-63420104-7760reponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAengAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessAssis, Adriana LeandraMello, José Márcio deGuedes, Isabel Carolina de LimaScolforo, José Roberto SoaresOliveira, Antônio Donizette de2021-01-25T22:53:30Zoai:localhost:1/14911Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2021-01-25T22:53:30Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
Definição da estratégia amostral em plantios jovens de Eucalyptus sp. com o uso da geoestatística
title Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
spellingShingle Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
Assis, Adriana Leandra
Forest inventory
Stratification
Spatial statistic
Inventário florestal
Estratificação
Amostragem
title_short Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
title_full Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
title_fullStr Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
title_full_unstemmed Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
title_sort Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics
author Assis, Adriana Leandra
author_facet Assis, Adriana Leandra
Mello, José Márcio de
Guedes, Isabel Carolina de Lima
Scolforo, José Roberto Soares
Oliveira, Antônio Donizette de
author_role author
author2 Mello, José Márcio de
Guedes, Isabel Carolina de Lima
Scolforo, José Roberto Soares
Oliveira, Antônio Donizette de
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Assis, Adriana Leandra
Mello, José Márcio de
Guedes, Isabel Carolina de Lima
Scolforo, José Roberto Soares
Oliveira, Antônio Donizette de
dc.subject.por.fl_str_mv Forest inventory
Stratification
Spatial statistic
Inventário florestal
Estratificação
Amostragem
topic Forest inventory
Stratification
Spatial statistic
Inventário florestal
Estratificação
Amostragem
description This work evaluated the potential of a geostatistical interpolator for defining strata and for comparing the stratification generated by the interpolator with stratification based on data records, on the basis of sampling error. Data were collected from a clonal stand of eucalyptus encompassing 164.08 haof area and located in the municipality of Aracruz, Espírito Santo state. In 2003, 49 plots were allocated and in 2004 another 50 plots were distributed systematically in the area. In 2005, all plots were remeasured. The characteristic evaluated each measurement year was ‘volume outside bark’. Spherical and exponential models were fitted to the experimental semivariograms using the maximum likelihood method. The selected model, following the Akaike Information Criterion, was the exponential model. Based on degree of spatial dependence (SD) it was possible to assess the spatial continuity structure of the characteristic of interest. The variable ‘volume outside bark’ was found to be spatially structured in all measurement years and the degree of spatial dependence varied according to forest age. This indicates that statistical analyses should consider the spatial component in the inference process at the ages considered in this study, in particular area classification based on yield. Results showed that the geostatistical interpolator can be used for establishing strata and locating permanent sample plots in young stands of Eucalyptus sp. 
publishDate 2015
dc.date.none.fl_str_mv 2015-05-20
2017-08-01T20:19:32Z
2017-08-01T20:19:32Z
2017-08-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv ASSIS, A. L. de et al. Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics. CERNE, Lavras, v. 15, n. 2, p. 166-173, abr./jun. 2009.
http://repositorio.ufla.br/jspui/handle/1/14911
identifier_str_mv ASSIS, A. L. de et al. Development of a sampling strategy for young stands of Eucalyptus sp. using geostatistics. CERNE, Lavras, v. 15, n. 2, p. 166-173, abr./jun. 2009.
url http://repositorio.ufla.br/jspui/handle/1/14911
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 Universidade Federal de Lavras (UFLA)
publisher.none.fl_str_mv Universidade Federal de Lavras (UFLA)
dc.source.none.fl_str_mv 2317-6342
0104-7760
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)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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