Detection of Human Activities in Wildlands to Prevent the Occurrence of Wildfires Using Deep Learning and Remote Sensing. - Ayoub Jadouli; Chaker El Amrani (NISS (Springer), 2021)

Enhancing Wildfire Forecasting Through Multisource Spatio-Temporal Data, Deep Learning, Ensemble Models and Transfer Learning. - Ayoub Jadouli; Chaker El Amrani (Adv. Artif. Intell. Mach. Learn., 2024)

Advanced Wildfire Prediction in Morocco: Developing a Deep Learning Dataset From Multisource Observations. - Ayoub Jadouli; Chaker El Amrani (IEEE Access, 2024)

Parallel Multi-path Feed Forward Neural Networks (PMFFNN) for Long Columnar Datasets: A Novel Approach to Complexity Reduction. - Ayoub Jadouli; Chaker El Amrani (CoRR, 2024)

Deep Learning with Pretrained 'Internal World' Layers: A Gemma 3-Based Modular Architecture for Wildfire Prediction. - Ayoub Jadouli; Chaker El Amrani (CoRR, 2025)