Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes
Autor(a) principal: | |
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Data de Publicação: | 2014 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFLA |
Texto Completo: | http://repositorio.ufla.br/jspui/handle/1/39145 |
Resumo: | This study aimed to characterize the spatial variability of Colletotrichum truncatum (Schwein) incidence among harvested soybean seeds and to determine the best semivariogram model and method to represent C. truncatum incidence among these harvested seeds. The experiment was conducted under field conditions in 2009/10 crop cycle, in 3 plots of 9.9 x 10 m, using seeds inoculated with C. truncatum. The inoculum corresponded to 0.8, 1.6 and 2.4% of the total sown seeds. Three meshes were marked with GNSS receivers, totaling 112 points in each plot spaced at 1.3 m on the row. At the end of soybean cycle, seeds were harvested, dried and analyzed for their health according to the blotter test, considering the 336 demarked points. Four semivariogram models were adjusted to the collected data by using the methods ordinary least squares (OLS), weighted least squares (WLS), maximum likelihood (ML) and restricted maximum likelihood (REML). Cross-validation was used for the final selection of the semivariogram model and method. Then, kriging and kriging standard deviation were performed. The kriging maps illustrated the seed-to-seed transmission and its variance. Spatial dependence was found for C. truncatum transmission through the seeds. The best semivariogram model was spherical and the best fit was REML. There was a range of 0.95, 4.03 and 7.05 m for plots with 0.8, 1.6 and 2.4% inoculated seeds, respectively. The higher the primary inoculum of the plot, the higher the transmission to seeds near the inoculum source. |
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Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementesSpatial variability of Colletotrichum truncatum in soybean field under three seed health levelsMáxima verossimilhança restritaSemivariograma esféricoRestricted maximum likelihoodSpherical semivariogramThis study aimed to characterize the spatial variability of Colletotrichum truncatum (Schwein) incidence among harvested soybean seeds and to determine the best semivariogram model and method to represent C. truncatum incidence among these harvested seeds. The experiment was conducted under field conditions in 2009/10 crop cycle, in 3 plots of 9.9 x 10 m, using seeds inoculated with C. truncatum. The inoculum corresponded to 0.8, 1.6 and 2.4% of the total sown seeds. Three meshes were marked with GNSS receivers, totaling 112 points in each plot spaced at 1.3 m on the row. At the end of soybean cycle, seeds were harvested, dried and analyzed for their health according to the blotter test, considering the 336 demarked points. Four semivariogram models were adjusted to the collected data by using the methods ordinary least squares (OLS), weighted least squares (WLS), maximum likelihood (ML) and restricted maximum likelihood (REML). Cross-validation was used for the final selection of the semivariogram model and method. Then, kriging and kriging standard deviation were performed. The kriging maps illustrated the seed-to-seed transmission and its variance. Spatial dependence was found for C. truncatum transmission through the seeds. The best semivariogram model was spherical and the best fit was REML. There was a range of 0.95, 4.03 and 7.05 m for plots with 0.8, 1.6 and 2.4% inoculated seeds, respectively. The higher the primary inoculum of the plot, the higher the transmission to seeds near the inoculum source.Objetivou-se caracterizar a variabilidade espacial da incidência de Colletotrichum truncatum (Schwein) em sementes colhidas de soja e determinar o melhor modelo e método de semivariograma que represente a incidência de C. truncatum dessas sementes. O experimento foi realizado em condições de campo na safra 2009/10, em 3 parcelas de 9,9 x 10 m, com sementes inoculadas com C.truncatum. O inóculo correspondeu a 0,8; 1,6 e 2,4% do total semeado. Foram demarcadas 3 malhas com receptores GNSS, totalizando 112 pontos em cada parcela distanciados a 1,3 m na linha. No final do ciclo da soja, realizaram-se a colheita, a secagem e a análise sanitária das sementes pelo método 'blotter test', referente aos 336 pontos demarcados. Quatro modelos de semivariogramas foram ajustados aos dados coletados utilizando os métodos mínimos quadrados ordinários (OLS), mínimos quadrados ponderados (WLS), máxima verossimilhança (ML) e máxima verossimilhança restrita (REML). A validação cruzada foi empregada para escolha final do modelo e método do semivariograma. Em seguida, efetuaram-se a krigagem e o desvio padrão da krigagem. Os mapas de krigagem ilustraram a transmissão da semente para a semente e a sua variância. Verificou-se estrutura de dependência espacial da transmissão de C. truncatum via semente. O melhor modelo de semivariograma foi o esférico e o melhor ajuste foi o REML. Houve alcance de 0,95, 4,03 e 7,05 m para as parcelas com 0,8, 1,6 e 2,4% de sementes inoculadas respectivamente. Quanto maior o inóculo primário da parcela, maior foi a transmissão para as sementesGrupo Paulista de Fitopatologia2020-03-04T19:09:30Z2020-03-04T19:09:30Z2014info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfNOETZOLD, R. et al. Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes. Summa Phytopatholica, Botucatu, v. 40, n. 1, p. 16-23, 2014.http://repositorio.ufla.br/jspui/handle/1/39145Summa Phytopatholicareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution-NonCommercial 4.0 Internationalhttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccessNoetzold, RafaelAlves, Marcelo de CarvalhoCassetari Neto, DanielMachado, Andreia Quixabeirapor2020-03-04T19:09:30Zoai:localhost:1/39145Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2020-03-04T19:09:30Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false |
dc.title.none.fl_str_mv |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes Spatial variability of Colletotrichum truncatum in soybean field under three seed health levels |
title |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes |
spellingShingle |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes Noetzold, Rafael Máxima verossimilhança restrita Semivariograma esférico Restricted maximum likelihood Spherical semivariogram |
title_short |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes |
title_full |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes |
title_fullStr |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes |
title_full_unstemmed |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes |
title_sort |
Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes |
author |
Noetzold, Rafael |
author_facet |
Noetzold, Rafael Alves, Marcelo de Carvalho Cassetari Neto, Daniel Machado, Andreia Quixabeira |
author_role |
author |
author2 |
Alves, Marcelo de Carvalho Cassetari Neto, Daniel Machado, Andreia Quixabeira |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Noetzold, Rafael Alves, Marcelo de Carvalho Cassetari Neto, Daniel Machado, Andreia Quixabeira |
dc.subject.por.fl_str_mv |
Máxima verossimilhança restrita Semivariograma esférico Restricted maximum likelihood Spherical semivariogram |
topic |
Máxima verossimilhança restrita Semivariograma esférico Restricted maximum likelihood Spherical semivariogram |
description |
This study aimed to characterize the spatial variability of Colletotrichum truncatum (Schwein) incidence among harvested soybean seeds and to determine the best semivariogram model and method to represent C. truncatum incidence among these harvested seeds. The experiment was conducted under field conditions in 2009/10 crop cycle, in 3 plots of 9.9 x 10 m, using seeds inoculated with C. truncatum. The inoculum corresponded to 0.8, 1.6 and 2.4% of the total sown seeds. Three meshes were marked with GNSS receivers, totaling 112 points in each plot spaced at 1.3 m on the row. At the end of soybean cycle, seeds were harvested, dried and analyzed for their health according to the blotter test, considering the 336 demarked points. Four semivariogram models were adjusted to the collected data by using the methods ordinary least squares (OLS), weighted least squares (WLS), maximum likelihood (ML) and restricted maximum likelihood (REML). Cross-validation was used for the final selection of the semivariogram model and method. Then, kriging and kriging standard deviation were performed. The kriging maps illustrated the seed-to-seed transmission and its variance. Spatial dependence was found for C. truncatum transmission through the seeds. The best semivariogram model was spherical and the best fit was REML. There was a range of 0.95, 4.03 and 7.05 m for plots with 0.8, 1.6 and 2.4% inoculated seeds, respectively. The higher the primary inoculum of the plot, the higher the transmission to seeds near the inoculum source. |
publishDate |
2014 |
dc.date.none.fl_str_mv |
2014 2020-03-04T19:09:30Z 2020-03-04T19:09:30Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
NOETZOLD, R. et al. Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes. Summa Phytopatholica, Botucatu, v. 40, n. 1, p. 16-23, 2014. http://repositorio.ufla.br/jspui/handle/1/39145 |
identifier_str_mv |
NOETZOLD, R. et al. Variabilidade espacial de colletotrichum truncatum em campo de soja sob três níveis de sanidade de sementes. Summa Phytopatholica, Botucatu, v. 40, n. 1, p. 16-23, 2014. |
url |
http://repositorio.ufla.br/jspui/handle/1/39145 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial 4.0 International http://creativecommons.org/licenses/by-nc/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial 4.0 International http://creativecommons.org/licenses/by-nc/4.0/ |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Grupo Paulista de Fitopatologia |
publisher.none.fl_str_mv |
Grupo Paulista de Fitopatologia |
dc.source.none.fl_str_mv |
Summa Phytopatholica reponame:Repositório Institucional da UFLA instname:Universidade Federal de Lavras (UFLA) instacron:UFLA |
instname_str |
Universidade Federal de Lavras (UFLA) |
instacron_str |
UFLA |
institution |
UFLA |
reponame_str |
Repositório Institucional da UFLA |
collection |
Repositório Institucional da UFLA |
repository.name.fl_str_mv |
Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA) |
repository.mail.fl_str_mv |
nivaldo@ufla.br || repositorio.biblioteca@ufla.br |
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1815438991204286464 |