A suitable site for temporary shelters is essential during natural disasters. However,this complex task involves multiple criteria and challenges. This research employs a network analysis approach to identify suitable sites for establishing temporary shelters in the municipality of Belalcazar. The methodology and results constitute a valuable tool for public entities.