Predicting stomatal conductance of chili peppers using TPE-optimized LightGBM and SHAP feature analysis based on UAVs’ hyperspectral, thermal infrared imagery, and meteorological data
Haiyang Zhang, Wenwen Li, Guolong Wang, Fanfan Song, Zhaoqi Wen, Hengyuan Zhang, Ling Tong, Shaozhong Kang
Topics & Concepts
Hyperspectral imagingRemote sensingInfraredThermal infraredFeature (linguistics)Environmental scienceStomatal conductanceMeteorologyGeologyChemistryGeographyPhysicsOpticsBiochemistryPhotosynthesisPhilosophyLinguisticsSpectroscopy and Chemometric AnalysesGreenhouse Technology and Climate ControlRemote Sensing in Agriculture