Arduino HC-SR04 water experiment
All you need to do is ignore any reading within the first  milliseconds.  Off the top of my head there is a delay statement before reading from this sensor, just alter that.  You can work out how long it needs to be by working out how fast sound waves travel through the air and measuring the distance between the sensor and the source of the reflection.  I think you might know how to do that :)