Information technology is rapidly advancing, and users leverage the internet for daily needs, such as the Internet of Things (IoT). IoT plays a crucial role in early flood detection, acting like a smart alarm where connected sensors in flood-prone areas provide quick warnings as water levels rise. In the realm of natural disaster mitigation, IoT functions as an intelligent assistant that aids i…