Yes. I agree with Greg. Start there on the propeller. If you are trying to simulate an aerodynamic phenomenon between water and air then it will be a problem.
The Reynolds number will obviously be a factor but viscosity (dependant on all fluid factors: density, pressure, temperature, etc)...