A. Mohammed

A Systematic Literature Review on LSTM–MPC–GP Integration for Climate-Adaptive Decision Support Systems and Evaluation in Precision Agriculture

Findings indicate that LSTM-based climate prediction models achieve average R² > 0.9, while MPC enhances irrigation efficiency by up to 30% under uncertain conditions, while IoT infrastructures enable real-time communication and feedback across distributed farm networks, reducing latency and operational costs.