Grain Protein Content Phenotyping in Rice via Hyperspectral Imaging Technology and a Genome-Wide Association Study
Hengbiao Zheng, Weijie Tang, Tao Yang, Meng Zhou, Caili Guo, Tao Cheng, Weixing Cao, Yan Zhu, Yunhui Zhang, Xia Yao
Abstract
gene related to grain storage protein. This study provides a new technique for the efficient genetic study of phenotypic traits in rice based on hyperspectral technology.
Topics & Concepts
Hyperspectral imagingPartial least squares regressionPhenomicsArtificial intelligenceComputer sciencePattern recognition (psychology)Multispectral imageMathematicsGenomicsGenomeBiologyMachine learningBiochemistryGeneGenetic Mapping and Diversity in Plants and AnimalsSpectroscopy and Chemometric AnalysesMetabolomics and Mass Spectrometry Studies