Is there any accurate Temperature, Moisture or pressure reading strip?
I would suggest trying a capacitive sensor. They can be constructed many ways. Google for "capacitive water level" and you'll get a bunch of hits that are relevant. Not sure if you'll be able to build one that is sensitive enough for your needs, but it's a place to start.