Chishan Zhang

Phenology-Guided Deep Learning with Uncertainty Quantification for Soybean Yield Prediction

This chapter demonstrates phenology-guided deep learning for soybean yield prediction using satellite-derived vegetation index time series, incorporating Bayesian uncertainty quantification for robust agricultural forecasting. Part of the EarthRISE Applied Artificial Intelligence and Deep Learning Book, Chapter 5: Time...