This study characterized rice root architecture and drought response in the OryzaSNP panel using multiple phenotyping systems. Root traits like dry weight, depth, and distribution were measured across environments. Genomic regions on chromosomes 1 and 8 were associated with root traits and yield. Previous QTL studies found root genes in these regions. The study refined phenotyping methods and scaled up to larger populations to identify drought resistance genes through association mapping.