S. Partheepan

Integrating Fire Spread Modelling With Encoder–Decoder LSTM Forecasting for Wildfire Trajectory and Area Prediction

Accurate short-term forecasting of wildfire trajectory, velocity, and fire-area evolution is important for early warning, simulation-based planning, and future UAV-assisted monitoring. Traditional physics-based simulators provide strong physical grounding but require extensive environmental inputs and calibration, whil...