Quantification of Physiological Parameters of Rice Varieties Based on Multi-Spectral Remote Sensing and Machine Learning Models - Liu, Shiyuan; Zhang, Bin; Yang, Weiguang; Chen, Tingting; Zhang, Hui; Lin, Yongda; Tan, Jiangtao; Li, Xi; Gao, Yu; Yao, Suzhe; Lan, Yubin; Zhang, Lei (Remote sensing (Basel, Switzerland), 2023)
Keywords: absorption; Absorptivity; Agricultural production; Algorithms; altitude; Artificial intelligence; Chlorophyll; Data acquisition; Dry matter; dry matter accumulation; Experiments; Indicators; Interdisciplinary subjects; Leaf area; Learning algorithms; Leaves; Linear algebra; Low altitude; Machine learning; Model accuracy; Nitrogen; Physiological effects; physiological parameters; Physiology; Plant growth; Plants; Plants (botany); Radiation; reflectance; Remote sensing; Rice; Root-mean-square errors; soil; Soil analysis; Spatial discrimination; Spatial resolution; Spectral correlation; Support vector machines; UAV; Unmanned aerial vehicles; Vegetation; Vegetation index