It appears that the problem is that there will be small bubbles under the tape that are difficult to work out.
The rain going over the top of the blade creates significantly more suction than dry air, and pulls the tape up every so slightly, creating a small ridge.
This is enough for the air/rain to attack the ridge and rip the tape.
At least, that's the theory.