Abstract:In recent research, early stages of coffee seedling development were identified, after radicle protrusion, in which all the essential parts of the seedling can be assessed to demonstrate the potential of seed germination to generate normal plants. Thus, the objective of this research was to develop studies to reduce the time on the germination test. Ten seed lots of coffee were assessed through the germination test, every two days, from the tenth day of sowing, according to the morphological criteria of the se… Show more
“…The time required to stop the appearance of normal seedlings (stabilization period), estimated by the regression model, was 23 days for S5 and 13 days for S4, showing that the choice of the germination test at a normal seedling stage prior (S4) to the original (S5) the experiment can be finished 10 days before. Guimarães et al (2013) worked with Coffea arabica seedlings and managed to reduce the germination test from 30 to 16 days by adopting a stage before the recommended criterion of normal seedling for the species, demonstrating the possibility to obtain the seed viability faster.…”
Section: Resultsmentioning
confidence: 99%
“…The maximum number of normal seedlings at stage S4 was observed at ten days after sowing, whereas the maximum number of normal seedlings considering the criterion adopted in the routine analysis of laboratories (stage S5) occurred at 14 and 19 days, indicating the need for intermediate readings (Figure 3). Therefore, the adoption of stage S4 as the final moment to evaluate the number of normal seedlings has operational advantages in the routine of a laboratory, as it requires less frequency of evaluations (Guimarães et al, 2013;Tomaz et al, 2016).…”
Section: Resultsmentioning
confidence: 99%
“…Additionally, the interpretation of a germination test should be performed based on the minimum conditions for seedling development and organization, which are necessary to originate a normal plant (Marcos-Filho, 2016;ISTA, 2020). In this sense, the duration of the test is related to the criteria established for normal seedling (Rosa et al, 2010;Guimarães et al, 2013).…”
“…The time required to stop the appearance of normal seedlings (stabilization period), estimated by the regression model, was 23 days for S5 and 13 days for S4, showing that the choice of the germination test at a normal seedling stage prior (S4) to the original (S5) the experiment can be finished 10 days before. Guimarães et al (2013) worked with Coffea arabica seedlings and managed to reduce the germination test from 30 to 16 days by adopting a stage before the recommended criterion of normal seedling for the species, demonstrating the possibility to obtain the seed viability faster.…”
Section: Resultsmentioning
confidence: 99%
“…The maximum number of normal seedlings at stage S4 was observed at ten days after sowing, whereas the maximum number of normal seedlings considering the criterion adopted in the routine analysis of laboratories (stage S5) occurred at 14 and 19 days, indicating the need for intermediate readings (Figure 3). Therefore, the adoption of stage S4 as the final moment to evaluate the number of normal seedlings has operational advantages in the routine of a laboratory, as it requires less frequency of evaluations (Guimarães et al, 2013;Tomaz et al, 2016).…”
Section: Resultsmentioning
confidence: 99%
“…Additionally, the interpretation of a germination test should be performed based on the minimum conditions for seedling development and organization, which are necessary to originate a normal plant (Marcos-Filho, 2016;ISTA, 2020). In this sense, the duration of the test is related to the criteria established for normal seedling (Rosa et al, 2010;Guimarães et al, 2013).…”
“…In addition, the evaluation of physiological quality, which involves germination and vigor tests, is essential (Guimarães, Rosa, Coelho, Veiga, & Clemente, 2013). The reduction of time to germination test in the laboratories would be favorable for the production, commercialization, utilization and fiscalization of seeds (Guimarães et al, 2013).…”
Section: Introductionmentioning
confidence: 99%
“…In addition, the evaluation of physiological quality, which involves germination and vigor tests, is essential (Guimarães, Rosa, Coelho, Veiga, & Clemente, 2013). The reduction of time to germination test in the laboratories would be favorable for the production, commercialization, utilization and fiscalization of seeds (Guimarães et al, 2013). Tests such as the LERCAFE, which provides results in a relatively short period of time, are in the highest demand because they facilitate decision making at the different steps of the production process (Reis, Araújo, Dias, Sediyamam, & Meireles, 2010;Zonta, Araújo, Araújo, Reis, & Zonta, 2010).…”
ABSTRACT. The aim of this experiment was to quantify the stained areas of coffee seeds submitted to the LERCAFE test using image analysis. The seeds used were of the Catuaí Vermelho IAC 99 and Paradise cultivars. The physiological quality of the lots was assessed using germination tests, moisture content and a germination speed index. The LERCAFE test was conducted using seeds without parchment immersed in a solution of 3% sodium hypochlorite for 3 hours. Color photographs (RGB) with a resolution of 5 MPx were taken of each seed. The seeds were visually evaluated, and the functions generated from the analyses of the stained and non-stained regions were quantified by the Matlab R2009b program. Classification models were developed based on the Fisher Linear Discriminant Function and the evaluation of the adequacy of the models confusion matrix between the visual references and the classification generated by the linear functions. The image analysis for the creation of Fisher's linear discriminant function in the development of classifiers for the coffee seeds submitted to the LERCAFE test is potentially efficient; however, it remains necessary to test other discriminant functions and quantification methodologies.Keywords: determinants functions, sodium hypochlorite, pixels.
Análise de imagens de sementes de café submetidas ao Teste LERCAFÉRESUMO. Objetivou-se com essa pesquisa quantificar as áreas coradas de sementes de café submetidas ao teste LERCAFÉ por meio da análise de imagens. Foram utilizadas sementes das cultivares Catuaí Vermelho IAC 99 e Paraíso. Foi realizada a caracterização da qualidade fisiológica dos lotes com os testes de germinação, umidade e índice de velocidade de germinação. O teste LERCAFÉ foi conduzido utilizando semente sem o pergaminho com solução de hipoclorito de sódio 3% pelo período de 3 horas. Foram feitas fotografias coloridas (RGB) com resolução de 5 MPx de cada semente. As sementes foram avaliadas visualmente e por funções geradas a partir da análise de regiões coradas e não coradas quantificadas pelo programa Matlab R2009b. Foram desenvolvidos modelos de classificação com base na Função Linear de Fisher e avaliação da adequação dos modelos pela Matriz de Confusão entre as referências visuais e classificação gerada pelas funções lineares. A análise de imagem para criação da função discriminante linear de Fisher no desenvolvimento de classificadores para sementes de café submetidas ao teste LERCAFÉ é potencialmente eficiente sendo necessário testar outras funções discriminantes e metodologias para quantificação.Palavras-chave: funções determinantes, hipoclorito de sódio, pixels.
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