An Analysis of Pre-trained Models Versus Custom Deep Learning Models for Forest Fire Detection. - Shouthiri Partheepan; Farzad Sanati; Jahan Hassan (ITNAC, 2023)

Bushfire Severity Prediction Optimization: Feature Combination Study with XGBoost Regression and Satellite-Derived Data. - Pirunthavi Wijikumar; Shouthiri Partheepan; Jahan Hassan; Farzad Sanati; Biplop Rakshit Ray (SIN, 2024)

Bushfire Severity Modelling and Future Trend Prediction Across Australia: Integrating Remote Sensing and Machine Learning. - Shouthiri Partheepan; Farzad Sanati; Jahan Hassan (CoRR, 2024)

Transfer Learning-Enhanced Gradient Boosting Models for Wildfire Detection Using UAV Imagery. - Pirunthavi Wijikumar; Shouthiri Partheepan; Jahan Hassan; Farzad Sanati; Biplob R. Ray (WoWMoM, 2025)

Evaluating YOLO Variants With Transfer Learning for Real-Time UAV Obstacle Detection in Simulated Forest Environments. - Shouthiri Partheepan; Farzad Sanati; Jahan Hassan (IEEE Access, 2025)

Modelling bushfire severity and predicting future trends in Australia using remote sensing and machine learning. - Shouthiri Partheepan; Farzad Sanati; Jahan Hassan (Environ. Model. Softw., 2025)