Artem Baklanov

SoilCast: An Interactive Machine-Learning System for Forecasting Soil Health under Climate and Management Scenarios

We present SoilCast, an interactive machine-learning system for real-time exploration of long-term soil health outcomes under alternative climate and agricultural management scenarios across Europe. SoilCast replaces computationally expensive process-based environmental simulations with pretrained surrogate models lear...