“…The Internet of Things, a transformative technological paradigm, has become instrumental in defining how we collect, process, and analyze data from multiple sources [18][19][20][21][22][23]. IoT's ability to connect sensors, devices, and data analysis tools in real-time can improve the monitoring of environmental parameters critical for flood prediction [20,[24][25][26][27]. In addition, integrating decision support systems can empower stakeholders with the insights needed to make timely and informed decisions, thereby reducing flood-related risks and damages [28].…”