Automated discretization of 'transpiration restriction to increasing VPD' features from outdoors high-throughput phenotyping data.
Soumyashree KarRyokei TanakaLijalem Balcha KorbuJana KholováHiroyoshi IwataSurya S DurbhaJ AdinarayanaVincent VadezPublished in: Plant methods (2020)
Through this study, we present a novel approach to identifying genotypes with drought-tolerance potential, which overcomes the challenges in HTP of the water-saving trait. The six selected features served as proxy phenotypes for reliable genotypic discretization. The wild chickpeas were found to limit water-loss faster than the water-profligate cultivated ones. Such an analytic approach can be directly used for prescriptive breeding applications, applied to other traits, and help expedite maximized information extraction from HTP data.