The A.I. hybrid-trained yield simulation system with solar observations predicted:
Historical blind yields
Within 100% of actual yields for the whole farm, and
Field level yields within 98% of actual yields.
Optimal planting and harvest times accurately in the top 6 inches of soil compared to sensors
Corn plant growth stages within a day verified by observations
Widened the decision making window from 2 weeks to 3 months by predicting yields consistently with 98% accuracy in June through October.