20 Maize Hybrids Genotyped

These data has 20 maize hybrids genotyped for 768 Small Nuclear Polymorphisms markers.<div><div>Hybrids represent the Brazilian commercial germoplasm.</div><div>Hybrids in line and markers in columns.</div><div>None Quality control applied to the markers (MAF and Call Rate).<br>The Genotypes are as nitrogenous bases (ex. G/G) and missing data as -/-.</div></div

Predicting tropical maize inbred lines with external panels from public dataset

Throughout this dataset we proposed a hypothetical and realistic scenario in order to apply Genomic Selection (GS) - use of a limited budget and the need to increase genetic variability. To reach that we tested the feasibility of using genomic and phenotypic information from public databases for prediction of tropical maize inbred lines, seeking to identify how the population structure, the use of optimized training sets (OTS), and the amount of information coming from public databases affect the predictive ability. The results were encouraging, opening up possibilities to others replicate the same approach with diferent crops or dataset.<br