ESTIMATING PRECISION OF SYSTEMATIC SAMPLING IN FOREST INVENTORIES

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.

Saved in:
Bibliographic Details
Main Authors: Mello,José Marcio de, Scolforo,Henrique Ferraço, Raimundo,Marcel Régis, Scolforo,José Roberto Soares, Oliveira,Antônio Donizette de, Filho,Antônio Carlos Ferraz
Format: Digital revista
Language:English
Published: Editora da UFLA 2015
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1413-70542015000100015
Tags: Add Tag
No Tags, Be the first to tag this record!
id oai:scielo:S1413-70542015000100015
record_format ojs
spelling oai:scielo:S1413-705420150001000152015-08-03ESTIMATING PRECISION OF SYSTEMATIC SAMPLING IN FOREST INVENTORIESMello,José Marcio deScolforo,Henrique FerraçoRaimundo,Marcel RégisScolforo,José Roberto SoaresOliveira,Antônio Donizette deFilho,Antônio Carlos Ferraz Sampling forest inventory Minas Gerais 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.info:eu-repo/semantics/openAccessEditora da UFLACiência e Agrotecnologia v.39 n.1 20152015-02-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1413-70542015000100015en10.1590/S1413-70542015000100002
institution SCIELO
collection OJS
country Brasil
countrycode BR
component Revista
access En linea
databasecode rev-scielo-br
tag revista
region America del Sur
libraryname SciELO
language English
format Digital
author Mello,José Marcio de
Scolforo,Henrique Ferraço
Raimundo,Marcel Régis
Scolforo,José Roberto Soares
Oliveira,Antônio Donizette de
Filho,Antônio Carlos Ferraz
spellingShingle Mello,José Marcio de
Scolforo,Henrique Ferraço
Raimundo,Marcel Régis
Scolforo,José Roberto Soares
Oliveira,Antônio Donizette de
Filho,Antônio Carlos Ferraz
ESTIMATING PRECISION OF SYSTEMATIC SAMPLING IN FOREST INVENTORIES
author_facet Mello,José Marcio de
Scolforo,Henrique Ferraço
Raimundo,Marcel Régis
Scolforo,José Roberto Soares
Oliveira,Antônio Donizette de
Filho,Antônio Carlos Ferraz
author_sort Mello,José Marcio de
title ESTIMATING PRECISION OF SYSTEMATIC SAMPLING IN FOREST INVENTORIES
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
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.
publisher Editora da UFLA
publishDate 2015
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1413-70542015000100015
work_keys_str_mv AT mellojosemarciode estimatingprecisionofsystematicsamplinginforestinventories
AT scolforohenriqueferraco estimatingprecisionofsystematicsamplinginforestinventories
AT raimundomarcelregis estimatingprecisionofsystematicsamplinginforestinventories
AT scolforojoserobertosoares estimatingprecisionofsystematicsamplinginforestinventories
AT oliveiraantoniodonizettede estimatingprecisionofsystematicsamplinginforestinventories
AT filhoantoniocarlosferraz estimatingprecisionofsystematicsamplinginforestinventories
_version_ 1756414450883100672