Water level monitoring in tanks and reservoirs is essential for a wide range of applications, including industrial process control, agricultural irrigation, and flood management. Precisely measuring the water level ensures effective resource allocation and reduces potential risks associated with overflow. Modern monitoring systems leverage cutting-