Cyclone hazard evaluation and risk mitigation strategies using machine learning approaches for the Acapulco Region and coastal communities in southwestern Mexico
Cyclone hazard evaluation and risk mitigation strategies using machine learning approaches for the Acapulco Region and coastal communities in southwestern Mexico
P. Kumar,B. Karthikeyan,S. Rajeswari,M. Ruba
2025 · DOI: 10.1007/s12040-025-02568-4
Proceedings of the Indian Academy of Sciences, Earth and Planetary Sciences · 0 Citations
TLDR
A cyclone hazard and risk mitigation framework for the Acapulco region in southwestern Mexico is developed, integrating the Analytical Hierarchy Process (AHP) and machine learning techniques using the Random Forest model to classify land use/land cover (LULC).