Water level monitoring in tanks and reservoirs is crucial for a wide range of applications, including industrial process control, agricultural irrigation, and flood management. Accurately measuring the water level ensures optimal resource allocation and prevents potential risks associated with depletion. Modern monitoring systems leverage sophistic