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Yield prediction of experimental plots based on the harvest of specific fruit clusters for selection of fresh market tomato hybrids Horticultura Brasileira
Silva,Paulo TP; Oliveira,Gustavo E; Peloia,Paulo R; Carvalho,Regis C; Gonçalves,Flávia Maria A.
ABSTRACT The objective of this study was to propose models based on the harvest of specific fruit clusters to estimate the plot yield of trials containing fresh market tomato hybrids. Three experiments were conducted at the Experimental Station of Syngenta Crop Protection in the municipality of Holambra, state of São Paulo, Brazil, in 2016 and 2017. The experimental design was randomized complete blocks with 12 genotypes (experiments 1 and 3) and 13 genotypes (experiment 2), with 4 replicates and 10 plants per plot. Multiple linear regression models were fitted (stepwise method) with experiment 1 data (cross-validation), the best models were selected (higher adjusted R²) and then tested with experiments 2 and 3 data by mean of absolute percentage error...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Solanum lycopersicum; Tomato breeding; Linear regression.
Ano: 2021 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0102-05362021000100058
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