There is definitely no shortage of turtles in my pond, but these guys move so quickly and the shell would roil the water in a way it is not being roiled. It might be turtles but I really don't think so.

The tadpole idea sounds promising. My pond is teeming with frogs of all kinds, I thought of frog but not of tadpoles.

Thanks everyone for the ideas!