Open-source geographic information systems (GIS) have transformed disaster risk reduction in disaster-prone regions like the Philippines. By integrating real-time telemetry from automated rain gauges and Doppler radars into high-resolution digital elevation models, hydrologists can model river basin inundation dynamically. This allows local communities to predict flood levels hours in advance and deploy early evacuation plans with data-driven precision.