D-PREVENT is an integrated field system for real-time desertification monitoring. A six-wheel autonomous rover carries a tethered helium aerostat with a 61-megapixel camera and a retractable subsurface soil probe. Aerial AI analysis, on-site soil measurement, and a handheld field controller combine field data into risk maps that identify verified priority response zones for land management