Leaf area estimation with nondestructive method in cassava

Detalhes bibliográficos
Autor(a) principal: Trachta,Mariano Abel
Data de Publicação: 2020
Outros Autores: Junior,Alencar Zanon, Alves,Alexandre Ferigolo, Freitas,Charles Patrick de Oliveira de, Streck,Nereu Augusto, Cardoso,Paula de Souza, Santos,Amanda Thirza Lima, Nascimento,Moises de Freitas do, Rossato,Ioran Guedes, Simões,Guilherme Penteado, Amaral,Kaleb Emanoel Ferreira do, Streck,Ijésica Luana, Rodrigues,Luíza Brum
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Bragantia
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052020000400472
Resumo: ABSTRACT The objective of this study was to create a single mathematical equation able to estimate the leaf area of different cassava cultivars from one lineal dimension without destroying any plant tissue. Two hundred leaves per cultivar from ten cultivars were used to calibrate the model and more than one hundred leaves per cultivar were used to test its predictive capacity as independent data. All equations were the result of the nonlinear correlation between the leaf area and the length of its central lobe. To validate it as a “general” equation, another set of five cultivars were used. A “specific” equation for each cultivar was also calibrated to compare with the “general” equation’s performance. Cultivar Vassourinha has remarkably different leaf morphology from the other nine cultivars, making the “general” equation’s tendency line deviate and lowering its coefficient of determination. Therefore, one more equation was generated excluding that cultivar and, as a result, it was not possible to estimate the leaf area from all the cultivars using only the “general” equation. The “general without Vassourinha” equation has a high accuracy level when estimating leaf area of the other nine cultivars, plus the extra five cultivars that were included to validate the general equation; all of them present similar leaf morphology. Due to its importance, Vassourinha cultivar’s “specific” equation should be used when estimating leaf area for this cultivar or other cultivars with similar leaf morphology.
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spelling Leaf area estimation with nondestructive method in cassavaManihot esculenta Crantzlinear dimensionsleaf area indexmodelsABSTRACT The objective of this study was to create a single mathematical equation able to estimate the leaf area of different cassava cultivars from one lineal dimension without destroying any plant tissue. Two hundred leaves per cultivar from ten cultivars were used to calibrate the model and more than one hundred leaves per cultivar were used to test its predictive capacity as independent data. All equations were the result of the nonlinear correlation between the leaf area and the length of its central lobe. To validate it as a “general” equation, another set of five cultivars were used. A “specific” equation for each cultivar was also calibrated to compare with the “general” equation’s performance. Cultivar Vassourinha has remarkably different leaf morphology from the other nine cultivars, making the “general” equation’s tendency line deviate and lowering its coefficient of determination. Therefore, one more equation was generated excluding that cultivar and, as a result, it was not possible to estimate the leaf area from all the cultivars using only the “general” equation. The “general without Vassourinha” equation has a high accuracy level when estimating leaf area of the other nine cultivars, plus the extra five cultivars that were included to validate the general equation; all of them present similar leaf morphology. Due to its importance, Vassourinha cultivar’s “specific” equation should be used when estimating leaf area for this cultivar or other cultivars with similar leaf morphology.Instituto Agronômico de Campinas2020-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052020000400472Bragantia v.79 n.4 2020reponame:Bragantiainstname:Instituto Agronômico de Campinas (IAC)instacron:IAC10.1590/1678-4499.20200018info:eu-repo/semantics/openAccessTrachta,Mariano AbelJunior,Alencar ZanonAlves,Alexandre FerigoloFreitas,Charles Patrick de Oliveira deStreck,Nereu AugustoCardoso,Paula de SouzaSantos,Amanda Thirza LimaNascimento,Moises de Freitas doRossato,Ioran GuedesSimões,Guilherme PenteadoAmaral,Kaleb Emanoel Ferreira doStreck,Ijésica LuanaRodrigues,Luíza Brumeng2021-05-27T00:00:00Zoai:scielo:S0006-87052020000400472Revistahttps://www.scielo.br/j/brag/https://old.scielo.br/oai/scielo-oai.phpbragantia@iac.sp.gov.br||bragantia@iac.sp.gov.br1678-44990006-8705opendoar:2021-05-27T00:00Bragantia - Instituto Agronômico de Campinas (IAC)false
dc.title.none.fl_str_mv Leaf area estimation with nondestructive method in cassava
title Leaf area estimation with nondestructive method in cassava
spellingShingle Leaf area estimation with nondestructive method in cassava
Trachta,Mariano Abel
Manihot esculenta Crantz
linear dimensions
leaf area index
models
title_short Leaf area estimation with nondestructive method in cassava
title_full Leaf area estimation with nondestructive method in cassava
title_fullStr Leaf area estimation with nondestructive method in cassava
title_full_unstemmed Leaf area estimation with nondestructive method in cassava
title_sort Leaf area estimation with nondestructive method in cassava
author Trachta,Mariano Abel
author_facet Trachta,Mariano Abel
Junior,Alencar Zanon
Alves,Alexandre Ferigolo
Freitas,Charles Patrick de Oliveira de
Streck,Nereu Augusto
Cardoso,Paula de Souza
Santos,Amanda Thirza Lima
Nascimento,Moises de Freitas do
Rossato,Ioran Guedes
Simões,Guilherme Penteado
Amaral,Kaleb Emanoel Ferreira do
Streck,Ijésica Luana
Rodrigues,Luíza Brum
author_role author
author2 Junior,Alencar Zanon
Alves,Alexandre Ferigolo
Freitas,Charles Patrick de Oliveira de
Streck,Nereu Augusto
Cardoso,Paula de Souza
Santos,Amanda Thirza Lima
Nascimento,Moises de Freitas do
Rossato,Ioran Guedes
Simões,Guilherme Penteado
Amaral,Kaleb Emanoel Ferreira do
Streck,Ijésica Luana
Rodrigues,Luíza Brum
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Trachta,Mariano Abel
Junior,Alencar Zanon
Alves,Alexandre Ferigolo
Freitas,Charles Patrick de Oliveira de
Streck,Nereu Augusto
Cardoso,Paula de Souza
Santos,Amanda Thirza Lima
Nascimento,Moises de Freitas do
Rossato,Ioran Guedes
Simões,Guilherme Penteado
Amaral,Kaleb Emanoel Ferreira do
Streck,Ijésica Luana
Rodrigues,Luíza Brum
dc.subject.por.fl_str_mv Manihot esculenta Crantz
linear dimensions
leaf area index
models
topic Manihot esculenta Crantz
linear dimensions
leaf area index
models
description ABSTRACT The objective of this study was to create a single mathematical equation able to estimate the leaf area of different cassava cultivars from one lineal dimension without destroying any plant tissue. Two hundred leaves per cultivar from ten cultivars were used to calibrate the model and more than one hundred leaves per cultivar were used to test its predictive capacity as independent data. All equations were the result of the nonlinear correlation between the leaf area and the length of its central lobe. To validate it as a “general” equation, another set of five cultivars were used. A “specific” equation for each cultivar was also calibrated to compare with the “general” equation’s performance. Cultivar Vassourinha has remarkably different leaf morphology from the other nine cultivars, making the “general” equation’s tendency line deviate and lowering its coefficient of determination. Therefore, one more equation was generated excluding that cultivar and, as a result, it was not possible to estimate the leaf area from all the cultivars using only the “general” equation. The “general without Vassourinha” equation has a high accuracy level when estimating leaf area of the other nine cultivars, plus the extra five cultivars that were included to validate the general equation; all of them present similar leaf morphology. Due to its importance, Vassourinha cultivar’s “specific” equation should be used when estimating leaf area for this cultivar or other cultivars with similar leaf morphology.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052020000400472
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052020000400472
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1678-4499.20200018
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Instituto Agronômico de Campinas
publisher.none.fl_str_mv Instituto Agronômico de Campinas
dc.source.none.fl_str_mv Bragantia v.79 n.4 2020
reponame:Bragantia
instname:Instituto Agronômico de Campinas (IAC)
instacron:IAC
instname_str Instituto Agronômico de Campinas (IAC)
instacron_str IAC
institution IAC
reponame_str Bragantia
collection Bragantia
repository.name.fl_str_mv Bragantia - Instituto Agronômico de Campinas (IAC)
repository.mail.fl_str_mv bragantia@iac.sp.gov.br||bragantia@iac.sp.gov.br
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