The output value of the sensor is dependent upon not just the water level but will also the water's conductivity. The pure water is not really conductive. The water includes minerals and impurities is conductive. Improvements in technological innovation keep on to maneuver water level sensors into the future, with https://controltechme.com/ultrasonic-level-sensor/