Amelia Fox advances precision agriculture for row‑crop systems, integrating aerial and proximal sensing to optimize nitrogen use. She holds a patent‑pending variable‑rate nitrogen technology and leads funded field trials in Mississippi and Louisiana, informing VR prescriptions and in‑season yield prediction.