Have you tried increasing the value 70 in that code? Using a higher value will decrease the sensitivity. Hopefully, you will find a value that is sensitive enough to detect the falling water, but not sensitive enough to pick up noise.
Unless the wires between the transducer and Arduino are very short, use shielded cable to connect the sensor to the Arduino.