Gui-Jun Yang

Hyperspectral inversion of winter wheat nitrogen content based on feature optimization and stacking ensemble learning

Rapid, non-destructive crop nitrogen monitoring is a core pillar of precision fertilization and mass-balance nutrient management, which requires real-time uptake data to balance fertilizer inputs, crop demand and environmental nitrogen losses. But hyperspectral data redundancy, background noise and black-box machine le...