Thanks for your comment.
I think in your comment, you mean we should analyze the parents and population separately, then combine the covered regions by both.
The data are already analyzed separately (parents and population separately) using GATK pipeine for variant calling and GAPIT for GWAS analysis.
However, I could not find any publication using this method in GWAS.
The final goal is detecting candidate genes for anthocyanin biosynthesis.
Which sequencing platforms were used in both cases?