Number of leaves needed to model leaf area in jack bean plants using leaf dimensions

Detalhes bibliográficos
Autor(a) principal: Cargnelutti Filho, Alberto
Data de Publicação: 2015
Outros Autores: Toebe, Marcos, Burin, Cláudia, Alves, Bruna Mendonça, Neu, Ismael Mario Márcio
Tipo de documento: Artigo
Idioma: por
Título da fonte: Bioscience journal (Online)
Texto Completo: https://seer.ufu.br/index.php/biosciencejournal/article/view/26135
Resumo: Leaf area estimation models based on linear leaf dimensions are an important method because their application is not destructive to the leaves. For these models to be reliable, it is important that the estimation of model parameters is accurate, and for that to occur, the models must be generated using an adequate sample size (number of leaves). The objective of this study was to determine the number of leaves necessary to accurately model the leaf area of jack beans (Y), determined by digital photos, according to the width of the central leaflet (x), by a power model (Y = axb) generated through an iterative process. Accordingly, an experiment was performed in a 256 m2 area. A total of 745 leaves were randomly collected at six different crop development stages (29, 43, 57, 73, 87 and 101 days after emergence). Each leaf was comprised of a left, central and right leaflet. The width of the central leaflet (x) was measured on the 745 leaves. Leaf area (sum of the area of the left, central and right leaflets; Y) was then determined using a digital photo method. The number of leaves necessary for the estimation of the parameters a and b and the coefficient of determination (R2) of the power model were determined through resampling with replacement. The power model (Ŷ = 4.2049x1.8215, R2 = 0.9701), based on the width of the central leaflet was determined to be adequate for estimating jack bean leaf area. Data collected from a sample of 200 leaves were determined to be sufficient for constructing an accurate power model for the leaf area of jack beans (Y) as a function of the width of the central leaflet (x), based on determinations of leaf area using digital photos.
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spelling Number of leaves needed to model leaf area in jack bean plants using leaf dimensions Agricultural SciencesLeaf area estimation models based on linear leaf dimensions are an important method because their application is not destructive to the leaves. For these models to be reliable, it is important that the estimation of model parameters is accurate, and for that to occur, the models must be generated using an adequate sample size (number of leaves). The objective of this study was to determine the number of leaves necessary to accurately model the leaf area of jack beans (Y), determined by digital photos, according to the width of the central leaflet (x), by a power model (Y = axb) generated through an iterative process. Accordingly, an experiment was performed in a 256 m2 area. A total of 745 leaves were randomly collected at six different crop development stages (29, 43, 57, 73, 87 and 101 days after emergence). Each leaf was comprised of a left, central and right leaflet. The width of the central leaflet (x) was measured on the 745 leaves. Leaf area (sum of the area of the left, central and right leaflets; Y) was then determined using a digital photo method. The number of leaves necessary for the estimation of the parameters a and b and the coefficient of determination (R2) of the power model were determined through resampling with replacement. The power model (Ŷ = 4.2049x1.8215, R2 = 0.9701), based on the width of the central leaflet was determined to be adequate for estimating jack bean leaf area. Data collected from a sample of 200 leaves were determined to be sufficient for constructing an accurate power model for the leaf area of jack beans (Y) as a function of the width of the central leaflet (x), based on determinations of leaf area using digital photos.EDUFU2015-11-17info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.ufu.br/index.php/biosciencejournal/article/view/2613510.14393/BJ-v31n6a2015-26135Bioscience Journal ; Vol. 31 No. 6 (2015): Nov./Dec.; 1651-1662Bioscience Journal ; v. 31 n. 6 (2015): Nov./Dec.; 1651-16621981-3163reponame:Bioscience journal (Online)instname:Universidade Federal de Uberlândia (UFU)instacron:UFUporhttps://seer.ufu.br/index.php/biosciencejournal/article/view/26135/17377Brazil; ContemporaryCopyright (c) 2015 Alberto Cargnelutti Filho, Marcos Toebe, Cláudia Burin, Bruna Mendonça Alves, Ismael Mario Márcio Neuhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCargnelutti Filho, AlbertoToebe, MarcosBurin, CláudiaAlves, Bruna MendonçaNeu, Ismael Mario Márcio2022-05-05T16:04:50Zoai:ojs.www.seer.ufu.br:article/26135Revistahttps://seer.ufu.br/index.php/biosciencejournalPUBhttps://seer.ufu.br/index.php/biosciencejournal/oaibiosciencej@ufu.br||1981-31631516-3725opendoar:2022-05-05T16:04:50Bioscience journal (Online) - Universidade Federal de Uberlândia (UFU)false
dc.title.none.fl_str_mv Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
title Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
spellingShingle Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
Cargnelutti Filho, Alberto
Agricultural Sciences
title_short Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
title_full Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
title_fullStr Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
title_full_unstemmed Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
title_sort Number of leaves needed to model leaf area in jack bean plants using leaf dimensions
author Cargnelutti Filho, Alberto
author_facet Cargnelutti Filho, Alberto
Toebe, Marcos
Burin, Cláudia
Alves, Bruna Mendonça
Neu, Ismael Mario Márcio
author_role author
author2 Toebe, Marcos
Burin, Cláudia
Alves, Bruna Mendonça
Neu, Ismael Mario Márcio
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Cargnelutti Filho, Alberto
Toebe, Marcos
Burin, Cláudia
Alves, Bruna Mendonça
Neu, Ismael Mario Márcio
dc.subject.por.fl_str_mv Agricultural Sciences
topic Agricultural Sciences
description Leaf area estimation models based on linear leaf dimensions are an important method because their application is not destructive to the leaves. For these models to be reliable, it is important that the estimation of model parameters is accurate, and for that to occur, the models must be generated using an adequate sample size (number of leaves). The objective of this study was to determine the number of leaves necessary to accurately model the leaf area of jack beans (Y), determined by digital photos, according to the width of the central leaflet (x), by a power model (Y = axb) generated through an iterative process. Accordingly, an experiment was performed in a 256 m2 area. A total of 745 leaves were randomly collected at six different crop development stages (29, 43, 57, 73, 87 and 101 days after emergence). Each leaf was comprised of a left, central and right leaflet. The width of the central leaflet (x) was measured on the 745 leaves. Leaf area (sum of the area of the left, central and right leaflets; Y) was then determined using a digital photo method. The number of leaves necessary for the estimation of the parameters a and b and the coefficient of determination (R2) of the power model were determined through resampling with replacement. The power model (Ŷ = 4.2049x1.8215, R2 = 0.9701), based on the width of the central leaflet was determined to be adequate for estimating jack bean leaf area. Data collected from a sample of 200 leaves were determined to be sufficient for constructing an accurate power model for the leaf area of jack beans (Y) as a function of the width of the central leaflet (x), based on determinations of leaf area using digital photos.
publishDate 2015
dc.date.none.fl_str_mv 2015-11-17
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 https://seer.ufu.br/index.php/biosciencejournal/article/view/26135
10.14393/BJ-v31n6a2015-26135
url https://seer.ufu.br/index.php/biosciencejournal/article/view/26135
identifier_str_mv 10.14393/BJ-v31n6a2015-26135
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://seer.ufu.br/index.php/biosciencejournal/article/view/26135/17377
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv Brazil; Contemporary
dc.publisher.none.fl_str_mv EDUFU
publisher.none.fl_str_mv EDUFU
dc.source.none.fl_str_mv Bioscience Journal ; Vol. 31 No. 6 (2015): Nov./Dec.; 1651-1662
Bioscience Journal ; v. 31 n. 6 (2015): Nov./Dec.; 1651-1662
1981-3163
reponame:Bioscience journal (Online)
instname:Universidade Federal de Uberlândia (UFU)
instacron:UFU
instname_str Universidade Federal de Uberlândia (UFU)
instacron_str UFU
institution UFU
reponame_str Bioscience journal (Online)
collection Bioscience journal (Online)
repository.name.fl_str_mv Bioscience journal (Online) - Universidade Federal de Uberlândia (UFU)
repository.mail.fl_str_mv biosciencej@ufu.br||
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