Sathio, A.A. et al. 2026. Forest Fire Alert System Using Satellite Imagery, Machine Learning, and GPS-Based Early Warning Mechanism. International Journal of Sustainable Engineering Innovations. 2, 1 (Feb. 2026), 15–21. DOI:https://doi.org/10.58723/ijsei.v2i1.152.