Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho

Detalhes bibliográficos
Autor(a) principal: Casarotto, Gabriele
Data de Publicação: 2013
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/5084
Resumo: This study aimed to verify the existence of linear relationships among phenological, morphological and productive characters of maize cultivars (Zea mays L.) of early and veryearly cycle and transgenic class and also to identify which characters have high correlation and direct effects on grain productivity. Six experiments were performed with early and veryearly and transgenic maize cultivars in the growing seasons 2009-2010 and 2010-2011, in the experimental area of the Department of Plant Science, of Federal University of Santa Maria. In the 2009-2010 harvest were evaluated 36 early cultivars, 22 veryearly and 18 transgenic and 2010-2011 harvest, 23 early, 9 veryearly and 27 transgenic. The experimental design was a randomized block design with three replications. The experimental unit consisted of two rows of five meters in length, spaced at 0,80 m. The seeding rate was adjusted to 62,500 plants ha-1. In each experimental unit it were tagged, randomized, three plants, and it were evaluated 15 characters of each one. The average of these three plants was the value of repetition. It were evaluated phenological (total number of leaves per plant (NFO), phyllochron estimated with the number of expanded leaves(FNFE), phyllochron estimated with the total number of leaves (FNTF) in ° C day leaf-1, the number of days of seeding until male flowering (FM) and number of days of seeding until female flowering (FF)), morphological (plant height (PH) and ear insertion height (AE), in cm) and productive (ear weight (PE), in g, number of kernel rows per ear (NFI), ear length (CE), in cm, ear diameter (DE), in mm, cob weight (PS), in g, cob diameter (DS), in mm, hundred kernel weight (MCG), in g, and grain productivity (PRO) in g ear-1) characters. Analysis of variance (ANOVA) was performed and the means of the cultivars were compared by Scott-Knott test at 5% probability. The linear correlation coefficients of Pearson among 15 evaluated characters were estimated for each experiment. For the path analysis, the PRO was considered the main character and the other characters were considered explanatory ones. It was accomplished multicollinearity diagnosis in the correlation matrix among the explanatory characters and the characters causing high degree of multicollinearity were eliminated. The direct and indirect effects on the PRO were estimated using path analysis and the verification of characters that influence PRO and their contribution in predicting the PRO were estimated by stepwise regression analysis. There are linear relationships among the phenological, morphological and productive characters maize plants. The characters PE and DE showed linear correlation coefficients of Pearson very strong (r≥0,97) and moderate to strong (0,55≤r≤0,78), respectively, with the PRO. In general, the character DE has high correlation and positive direct effects (0,6686 ≤ direct effect ≤ 1,1818) on the PRO. Allied to DE, the CE has a high positive contribution in predicting the PRO. Therefore, they can be used for indirect selection in maize breeding programs.
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spelling 2017-05-052017-05-052013-02-20CASAROTTO, Gabriele. Linear relations among phenological, morphological and productive characters in maize. 2013. 77 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Santa Maria, Santa Maria, 2013.http://repositorio.ufsm.br/handle/1/5084This study aimed to verify the existence of linear relationships among phenological, morphological and productive characters of maize cultivars (Zea mays L.) of early and veryearly cycle and transgenic class and also to identify which characters have high correlation and direct effects on grain productivity. Six experiments were performed with early and veryearly and transgenic maize cultivars in the growing seasons 2009-2010 and 2010-2011, in the experimental area of the Department of Plant Science, of Federal University of Santa Maria. In the 2009-2010 harvest were evaluated 36 early cultivars, 22 veryearly and 18 transgenic and 2010-2011 harvest, 23 early, 9 veryearly and 27 transgenic. The experimental design was a randomized block design with three replications. The experimental unit consisted of two rows of five meters in length, spaced at 0,80 m. The seeding rate was adjusted to 62,500 plants ha-1. In each experimental unit it were tagged, randomized, three plants, and it were evaluated 15 characters of each one. The average of these three plants was the value of repetition. It were evaluated phenological (total number of leaves per plant (NFO), phyllochron estimated with the number of expanded leaves(FNFE), phyllochron estimated with the total number of leaves (FNTF) in ° C day leaf-1, the number of days of seeding until male flowering (FM) and number of days of seeding until female flowering (FF)), morphological (plant height (PH) and ear insertion height (AE), in cm) and productive (ear weight (PE), in g, number of kernel rows per ear (NFI), ear length (CE), in cm, ear diameter (DE), in mm, cob weight (PS), in g, cob diameter (DS), in mm, hundred kernel weight (MCG), in g, and grain productivity (PRO) in g ear-1) characters. Analysis of variance (ANOVA) was performed and the means of the cultivars were compared by Scott-Knott test at 5% probability. The linear correlation coefficients of Pearson among 15 evaluated characters were estimated for each experiment. For the path analysis, the PRO was considered the main character and the other characters were considered explanatory ones. It was accomplished multicollinearity diagnosis in the correlation matrix among the explanatory characters and the characters causing high degree of multicollinearity were eliminated. The direct and indirect effects on the PRO were estimated using path analysis and the verification of characters that influence PRO and their contribution in predicting the PRO were estimated by stepwise regression analysis. There are linear relationships among the phenological, morphological and productive characters maize plants. The characters PE and DE showed linear correlation coefficients of Pearson very strong (r≥0,97) and moderate to strong (0,55≤r≤0,78), respectively, with the PRO. In general, the character DE has high correlation and positive direct effects (0,6686 ≤ direct effect ≤ 1,1818) on the PRO. Allied to DE, the CE has a high positive contribution in predicting the PRO. Therefore, they can be used for indirect selection in maize breeding programs.Este estudo teve como objetivos verificar a existência de relações lineares entre caracteres fenológicos, morfológicos e produtivos de cultivares de milho (Zea mays L.) de ciclos precoce e superprecoce e classe transgênica, e identificar quais caracteres possuem elevada correlação e efeitos diretos sobre a produtividade de grãos. Para isso, foram conduzidos seis experimentos com cultivares precoces, superprecoces e transgênicas de milho, nas safras agrícolas 2009-2010 e 2010-2011, na área experimental do Departamento de Fitotecnia da Universidade Federal de Santa Maria. Na safra 2009-2010 foram avaliadas 36 cultivares precoces, 22 superprecoces e 18 transgênicas e na safra 2010-2011, 23 precoces, 9 superprecoces e 27 transgênicas. Nos seis experimentos, o delineamento experimental foi de blocos casualizados, com três repetições. As unidades experimentais foram constituídas de duas filas de cinco metros de comprimento, espaçadas em 0,80m. A densidade de semeadura foi ajustada para 62.500 plantas ha-1. Em cada unidade experimental foram marcadas, aleatoriamente, três plantas, onde foram avaliados 15 caracteres. A média dessas três plantas constituiu o valor da repetição. Foram avaliados os caracteres fenológicos (número total de folhas por planta (NFO), filocrono estimado com número de expandidas (FNFE), filocrono estimado com o número total de folhas (FNTF), em °C dia folha-1, número de dias da semeadura até o florescimento masculino (FM) e número de dias da semeadura até o florescimento feminino (FF)), morfológicos (altura de planta (AP) e altura de inserção de espiga (AE), em cm) e produtivos (peso de espiga (PE), em g, número de fileiras de grãos por espiga (NFI), comprimento de espiga (CE), em cm, diâmetro de espiga (DE), em mm, peso de sabugo (PS), em g, diâmetro de sabugo (DS), em mm, massa de cem grãos (MCG), em g, e produtividade de grãos (PRO), em g espiga-1). Foi realizada análise de variância individual e as médias das cultivares foram comparadas por meio do teste de Scott-Knott, a 5% de probabilidade. Posteriormente, foram estimados, para cada experimento, os coeficientes de correlação linear de Pearson entre os 15 caracteres avaliados. Para a análise de trilha, a PRO foi considerada o caractere principal e os demais explicativos. Foi realizado o diagnóstico de multicolinearidade na matriz de correlação entre os caracteres explicativos e eliminados os caracteres causadores de alto grau de multicolinearidade. Os efeitos diretos e indiretos sobre a PRO foram estimados por meio de análise de trilha e a verificação dos caracteres que influenciam a PRO e a contribuição deles na predição da PRO foram estimados por meio de análise de regressão stepwise. Existem relações lineares entre os caracteres fenológicos, morfológicos e produtivos de plantas milho. Os caracteres PE e DE possuem coeficientes de correlação linear de Pearson fortíssimos (r≥0,97) e moderados a fortes (0,55≤r≤0,78), respectivamente, com a PRO. De maneira geral, o caractere DE possui elevada correlação e efeitos diretos (0,6686 ≤ efeito direto ≤ 1,1818) positivos sobre a PRO. Aliado ao DE, o CE possui elevada contribuição positiva na predição da PRO. Portanto, podem ser utilizados para seleção indireta em programas de melhoramento genético de milho.Coordenação de Aperfeiçoamento de Pessoal de Nível Superiorapplication/pdfporUniversidade Federal de Santa MariaPrograma de Pós-Graduação em AgronomiaUFSMBRAgronomiaCorrelação linearMulticolinearidadeAnálise de trilhaZea mays L.Linear correlationMulticollinearityPath analysisCNPQ::CIENCIAS AGRARIAS::AGRONOMIARelações lineares entre caracteres fenológicos, morfológicos e produtivos em milhoLinear relations among phenological, morphological and productive characters in maizeinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisCargnelutti Filho, Albertohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4790605A0Storck, Lindolfohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4788328Y4Lorentz, Leandro Homrichhttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4700767T6http://lattes.cnpq.br/5084578723740628Casarotto, Gabriele500100000009400500300500300a106a3de-c40f-40f6-80de-397e8002690e001fa7e0-ccc4-402c-a3c5-272251a051c81da63f63-00ac-4d75-8280-386c6408637cbfac3973-1ea7-46d8-948b-902a730d3ac5info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALCASAROTTO, GABRIELE.pdfapplication/pdf1325389http://repositorio.ufsm.br/bitstream/1/5084/1/CASAROTTO%2c%20GABRIELE.pdf4592b3b31e86628fcac8558c19fba65aMD51TEXTCASAROTTO, GABRIELE.pdf.txtCASAROTTO, GABRIELE.pdf.txtExtracted texttext/plain171584http://repositorio.ufsm.br/bitstream/1/5084/2/CASAROTTO%2c%20GABRIELE.pdf.txte36f4f1f605e34b28589e95d51791da7MD52THUMBNAILCASAROTTO, GABRIELE.pdf.jpgCASAROTTO, GABRIELE.pdf.jpgIM Thumbnailimage/jpeg4588http://repositorio.ufsm.br/bitstream/1/5084/3/CASAROTTO%2c%20GABRIELE.pdf.jpg7c3ba731c12e7364634fe308d38a6961MD531/50842022-08-17 09:40:49.704oai:repositorio.ufsm.br:1/5084Repositório Institucionalhttp://repositorio.ufsm.br/PUBhttp://repositorio.ufsm.br/oai/requestopendoar:39132022-08-17T12:40:49Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
dc.title.alternative.eng.fl_str_mv Linear relations among phenological, morphological and productive characters in maize
title Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
spellingShingle Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
Casarotto, Gabriele
Correlação linear
Multicolinearidade
Análise de trilha
Zea mays L.
Linear correlation
Multicollinearity
Path analysis
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
title_short Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
title_full Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
title_fullStr Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
title_full_unstemmed Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
title_sort Relações lineares entre caracteres fenológicos, morfológicos e produtivos em milho
author Casarotto, Gabriele
author_facet Casarotto, Gabriele
author_role author
dc.contributor.advisor1.fl_str_mv Cargnelutti Filho, Alberto
dc.contributor.advisor1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4790605A0
dc.contributor.referee1.fl_str_mv Storck, Lindolfo
dc.contributor.referee1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4788328Y4
dc.contributor.referee2.fl_str_mv Lorentz, Leandro Homrich
dc.contributor.referee2Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4700767T6
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/5084578723740628
dc.contributor.author.fl_str_mv Casarotto, Gabriele
contributor_str_mv Cargnelutti Filho, Alberto
Storck, Lindolfo
Lorentz, Leandro Homrich
dc.subject.por.fl_str_mv Correlação linear
Multicolinearidade
Análise de trilha
topic Correlação linear
Multicolinearidade
Análise de trilha
Zea mays L.
Linear correlation
Multicollinearity
Path analysis
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
dc.subject.eng.fl_str_mv Zea mays L.
Linear correlation
Multicollinearity
Path analysis
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
description This study aimed to verify the existence of linear relationships among phenological, morphological and productive characters of maize cultivars (Zea mays L.) of early and veryearly cycle and transgenic class and also to identify which characters have high correlation and direct effects on grain productivity. Six experiments were performed with early and veryearly and transgenic maize cultivars in the growing seasons 2009-2010 and 2010-2011, in the experimental area of the Department of Plant Science, of Federal University of Santa Maria. In the 2009-2010 harvest were evaluated 36 early cultivars, 22 veryearly and 18 transgenic and 2010-2011 harvest, 23 early, 9 veryearly and 27 transgenic. The experimental design was a randomized block design with three replications. The experimental unit consisted of two rows of five meters in length, spaced at 0,80 m. The seeding rate was adjusted to 62,500 plants ha-1. In each experimental unit it were tagged, randomized, three plants, and it were evaluated 15 characters of each one. The average of these three plants was the value of repetition. It were evaluated phenological (total number of leaves per plant (NFO), phyllochron estimated with the number of expanded leaves(FNFE), phyllochron estimated with the total number of leaves (FNTF) in ° C day leaf-1, the number of days of seeding until male flowering (FM) and number of days of seeding until female flowering (FF)), morphological (plant height (PH) and ear insertion height (AE), in cm) and productive (ear weight (PE), in g, number of kernel rows per ear (NFI), ear length (CE), in cm, ear diameter (DE), in mm, cob weight (PS), in g, cob diameter (DS), in mm, hundred kernel weight (MCG), in g, and grain productivity (PRO) in g ear-1) characters. Analysis of variance (ANOVA) was performed and the means of the cultivars were compared by Scott-Knott test at 5% probability. The linear correlation coefficients of Pearson among 15 evaluated characters were estimated for each experiment. For the path analysis, the PRO was considered the main character and the other characters were considered explanatory ones. It was accomplished multicollinearity diagnosis in the correlation matrix among the explanatory characters and the characters causing high degree of multicollinearity were eliminated. The direct and indirect effects on the PRO were estimated using path analysis and the verification of characters that influence PRO and their contribution in predicting the PRO were estimated by stepwise regression analysis. There are linear relationships among the phenological, morphological and productive characters maize plants. The characters PE and DE showed linear correlation coefficients of Pearson very strong (r≥0,97) and moderate to strong (0,55≤r≤0,78), respectively, with the PRO. In general, the character DE has high correlation and positive direct effects (0,6686 ≤ direct effect ≤ 1,1818) on the PRO. Allied to DE, the CE has a high positive contribution in predicting the PRO. Therefore, they can be used for indirect selection in maize breeding programs.
publishDate 2013
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dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/5084
identifier_str_mv CASAROTTO, Gabriele. Linear relations among phenological, morphological and productive characters in maize. 2013. 77 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Santa Maria, Santa Maria, 2013.
url http://repositorio.ufsm.br/handle/1/5084
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dc.publisher.department.fl_str_mv Agronomia
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