A precise and high-throughput assay for stem structural characteristics deepens understanding of lodging resistance in sorghum - Li, Jianguo; Zhao, Liyan; Fan, Hongzeng; Zhao, Falin; He, Dandan; Li, Bo; Wang, Jibin; Xie, Guosheng; Hu, Zhen; Fan, Chuchuan; Wang, Lingqiang (BMC plant biology, 2025)
Keywords: Abiotic stress tolerance in plants; Agriculture; Biomedical and Life Sciences; Botanical research; Crops; High-throughput screening (Biochemical assaying); High-Throughput Screening Assays; Infrared spectra; Inheritance Patterns; Kurtosis; Life Sciences; Lodging; Models, Theoretical; Near infrared radiation; Normal distribution; Physiological aspects; Plant breeding; Plant Sciences; Plant Stems - anatomy & histology; Plant Stems - chemistry; Powders; prediction; Predictions; Quality control; regression analysis; Regression models; Skewness; Sorghum; Sorghum - anatomy & histology; Sorghum - chemistry; Spatial Regression; Spectrophotometry, Infrared; Spectroscopy, Near-Infrared; Spectrum analysis; Stem lodging resistance; Stem structural characteristics; Stems; Stems (Botany); Structure; Support vector machines; Surveys; Tree Biology; Visible/Near-infrared spectroscopy; Wheat; China; India; Sorghum; Visible/Near-infrared spectroscopy; Stem structural characteristics; Stem lodging resistance