Non-destructive linear model for leaf area estimation in Vernonia ferruginea Less

Leaf area estimation is an important biometrical trait for evaluating leaf development and plant growth in field and pot experiments. We developed a non-destructive model to estimate the leaf area (LA) of Vernonia ferruginea using the length (L) and width (W) leaf dimensions. Different combinations...

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Main Authors: MC. Souza, CL. Amaral
Format: Article
Language:English
Published: Instituto Internacional de Ecologia
Series:Brazilian Journal of Biology
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1519-69842015000100020&lng=en&tlng=en
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spelling doaj-e214a37dbbc24219a06af938859564792020-11-24T20:49:12ZengInstituto Internacional de EcologiaBrazilian Journal of Biology1678-437575115215610.1590/1519-6984.09813S1519-69842015000100020Non-destructive linear model for leaf area estimation in Vernonia ferruginea LessMC. SouzaCL. AmaralLeaf area estimation is an important biometrical trait for evaluating leaf development and plant growth in field and pot experiments. We developed a non-destructive model to estimate the leaf area (LA) of Vernonia ferruginea using the length (L) and width (W) leaf dimensions. Different combinations of linear equations were obtained from L, L2, W, W2, LW and L2W2. The linear regressions using the product of LW dimensions were more efficient to estimate the LA of V. ferruginea than models based on a single dimension (L, W, L2 or W2). Therefore, the linear regression “LA=0.463+0.676WL” provided the most accurate estimate of V. ferruginea leaf area. Validation of the selected model showed that the correlation between real measured leaf area and estimated leaf area was very high.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1519-69842015000100020&lng=en&tlng=enAsteraceaecerradosavannastatistical modelvalidation
collection DOAJ
language English
format Article
sources DOAJ
author MC. Souza
CL. Amaral
spellingShingle MC. Souza
CL. Amaral
Non-destructive linear model for leaf area estimation in Vernonia ferruginea Less
Brazilian Journal of Biology
Asteraceae
cerrado
savanna
statistical model
validation
author_facet MC. Souza
CL. Amaral
author_sort MC. Souza
title Non-destructive linear model for leaf area estimation in Vernonia ferruginea Less
title_short Non-destructive linear model for leaf area estimation in Vernonia ferruginea Less
title_full Non-destructive linear model for leaf area estimation in Vernonia ferruginea Less
title_fullStr Non-destructive linear model for leaf area estimation in Vernonia ferruginea Less
title_full_unstemmed Non-destructive linear model for leaf area estimation in Vernonia ferruginea Less
title_sort non-destructive linear model for leaf area estimation in vernonia ferruginea less
publisher Instituto Internacional de Ecologia
series Brazilian Journal of Biology
issn 1678-4375
description Leaf area estimation is an important biometrical trait for evaluating leaf development and plant growth in field and pot experiments. We developed a non-destructive model to estimate the leaf area (LA) of Vernonia ferruginea using the length (L) and width (W) leaf dimensions. Different combinations of linear equations were obtained from L, L2, W, W2, LW and L2W2. The linear regressions using the product of LW dimensions were more efficient to estimate the LA of V. ferruginea than models based on a single dimension (L, W, L2 or W2). Therefore, the linear regression “LA=0.463+0.676WL” provided the most accurate estimate of V. ferruginea leaf area. Validation of the selected model showed that the correlation between real measured leaf area and estimated leaf area was very high.
topic Asteraceae
cerrado
savanna
statistical model
validation
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1519-69842015000100020&lng=en&tlng=en
work_keys_str_mv AT mcsouza nondestructivelinearmodelforleafareaestimationinvernoniaferruginealess
AT clamaral nondestructivelinearmodelforleafareaestimationinvernoniaferruginealess
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