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