Estimating precision of systematic sampling in forest inventories
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFLA |
Texto Completo: | http://repositorio.ufla.br/jspui/handle/1/12409 |
Resumo: | The sampling technique commonly used in forest inventories is the systematic sampling. This study aimed to evaluate the estimator of the variance of the mean proposed by Cochran for a systematic sampling technique in forests with high and low percentages of the sampled area. The study areas comprised native vegetation in Minas Gerais. To assess the efficiency of the estimators in situations involving high sampling rates (determined as the percentage of the area sampled), a fragment where a census was conducted was used. The remaining fragments comprised situations involving low sampling rates, and for these fragments, inventory accuracy was determined using the Cochran estimator. As a result it was observed, in the fragment where the census was conducted, that the structure of the correlation coefficient proposed by Cochran remained approximately constant for the area, and to the extent that sampling rate reduced, the impact of the Cochran estimator on the inventory accuracy decreased. For the fragments with a low sampling rate, it could be inferred that the sampling rate was a key factor for the correlation proposed by Cochran to have an impact on the forest inventory accuracy. The use of this estimator is indicated for fragments with a sampling rate greater than 10% of the area. |
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Estimating precision of systematic sampling in forest inventoriesEstimativa da precisão na amostragem sistemática em inventários florestaisForest samplingForest inventoryForests - Minas GeraisFlorestas amostragemInventário florestalFlorestas - Minas GeraisThe sampling technique commonly used in forest inventories is the systematic sampling. This study aimed to evaluate the estimator of the variance of the mean proposed by Cochran for a systematic sampling technique in forests with high and low percentages of the sampled area. The study areas comprised native vegetation in Minas Gerais. To assess the efficiency of the estimators in situations involving high sampling rates (determined as the percentage of the area sampled), a fragment where a census was conducted was used. The remaining fragments comprised situations involving low sampling rates, and for these fragments, inventory accuracy was determined using the Cochran estimator. As a result it was observed, in the fragment where the census was conducted, that the structure of the correlation coefficient proposed by Cochran remained approximately constant for the area, and to the extent that sampling rate reduced, the impact of the Cochran estimator on the inventory accuracy decreased. For the fragments with a low sampling rate, it could be inferred that the sampling rate was a key factor for the correlation proposed by Cochran to have an impact on the forest inventory accuracy. The use of this estimator is indicated for fragments with a sampling rate greater than 10% of the area.A técnica de amostragem comumente usada em inventários florestais é a amostragem sistemática. Objetivou-se avaliar o estimador da variância da média proposto por Cochran, no procedimento de amostragem sistemática, em florestas com alto e baixo percentual da área amostrado. As áreas contemplaram a vegetação nativa de Minas Gerais. Para verificar o comportamento dos estimadores numa situação com alto percentual de área amostrado, utilizou-se o fragmento onde foi efetuado o censo. Os demais se adequaram às situações de baixo percentual amostrado, observando-se o comportamento da precisão do inventário, a partir do uso do estimador de Cochran. Como resultado para o fragmento onde se fez o censo, a estrutura do coeficiente de correlação proposto por Cochran se manteve, aproximadamente, constante para a área e, reduzindo a intensidade de amostragem, o impacto do estimador de Cochran diminuiu. Para os fragmentos com baixo percentual amostrado, a intensidade amostral é a chave para a correlação proposta por Cochran: impactar na precisão do inventário florestal, sendo indicado o uso desse estimador para fragmentos onde há uma intensidade amostral superior a 10% da área inventariada.Universidade Federal de Lavras2017-03-06T13:49:56Z2017-03-06T13:49:56Z2015-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfMELLO, J. M. de et al. Estimating precision of systematic sampling in forest inventories. Ciência e Agrotecnologia, Lavras, v. 39, n. 1, p. 15-22, jan. 2015.http://repositorio.ufla.br/jspui/handle/1/12409Ciência e Agrotecnologiareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAMello, José Marcio deScolforo, Henrique FerraçoRaimundo, Marcel RégisScolforo, José Roberto SoaresOliveira, Antônio Donizette deFerraz Filho, Antônio Carlosinfo:eu-repo/semantics/openAccesseng2017-03-06T13:50:38Zoai:localhost:1/12409Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2017-03-06T13:50:38Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false |
dc.title.none.fl_str_mv |
Estimating precision of systematic sampling in forest inventories Estimativa da precisão na amostragem sistemática em inventários florestais |
title |
Estimating precision of systematic sampling in forest inventories |
spellingShingle |
Estimating precision of systematic sampling in forest inventories Mello, José Marcio de Forest sampling Forest inventory Forests - Minas Gerais Florestas amostragem Inventário florestal Florestas - Minas Gerais |
title_short |
Estimating precision of systematic sampling in forest inventories |
title_full |
Estimating precision of systematic sampling in forest inventories |
title_fullStr |
Estimating precision of systematic sampling in forest inventories |
title_full_unstemmed |
Estimating precision of systematic sampling in forest inventories |
title_sort |
Estimating precision of systematic sampling in forest inventories |
author |
Mello, José Marcio de |
author_facet |
Mello, José Marcio de Scolforo, Henrique Ferraço Raimundo, Marcel Régis Scolforo, José Roberto Soares Oliveira, Antônio Donizette de Ferraz Filho, Antônio Carlos |
author_role |
author |
author2 |
Scolforo, Henrique Ferraço Raimundo, Marcel Régis Scolforo, José Roberto Soares Oliveira, Antônio Donizette de Ferraz Filho, Antônio Carlos |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Mello, José Marcio de Scolforo, Henrique Ferraço Raimundo, Marcel Régis Scolforo, José Roberto Soares Oliveira, Antônio Donizette de Ferraz Filho, Antônio Carlos |
dc.subject.por.fl_str_mv |
Forest sampling Forest inventory Forests - Minas Gerais Florestas amostragem Inventário florestal Florestas - Minas Gerais |
topic |
Forest sampling Forest inventory Forests - Minas Gerais Florestas amostragem Inventário florestal Florestas - Minas Gerais |
description |
The sampling technique commonly used in forest inventories is the systematic sampling. This study aimed to evaluate the estimator of the variance of the mean proposed by Cochran for a systematic sampling technique in forests with high and low percentages of the sampled area. The study areas comprised native vegetation in Minas Gerais. To assess the efficiency of the estimators in situations involving high sampling rates (determined as the percentage of the area sampled), a fragment where a census was conducted was used. The remaining fragments comprised situations involving low sampling rates, and for these fragments, inventory accuracy was determined using the Cochran estimator. As a result it was observed, in the fragment where the census was conducted, that the structure of the correlation coefficient proposed by Cochran remained approximately constant for the area, and to the extent that sampling rate reduced, the impact of the Cochran estimator on the inventory accuracy decreased. For the fragments with a low sampling rate, it could be inferred that the sampling rate was a key factor for the correlation proposed by Cochran to have an impact on the forest inventory accuracy. The use of this estimator is indicated for fragments with a sampling rate greater than 10% of the area. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-01 2017-03-06T13:49:56Z 2017-03-06T13:49:56Z |
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 |
MELLO, J. M. de et al. Estimating precision of systematic sampling in forest inventories. Ciência e Agrotecnologia, Lavras, v. 39, n. 1, p. 15-22, jan. 2015. http://repositorio.ufla.br/jspui/handle/1/12409 |
identifier_str_mv |
MELLO, J. M. de et al. Estimating precision of systematic sampling in forest inventories. Ciência e Agrotecnologia, Lavras, v. 39, n. 1, p. 15-22, jan. 2015. |
url |
http://repositorio.ufla.br/jspui/handle/1/12409 |
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.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Federal de Lavras |
publisher.none.fl_str_mv |
Universidade Federal de Lavras |
dc.source.none.fl_str_mv |
Ciência e Agrotecnologia 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 |
_version_ |
1815439222241230848 |