Most stone flies crawl to the edge of the water and emerge into the winged adult out of the water. I have though seen many early black stone flies emerging mid stream on my old home stream back in Pa. What is often thought to be a "hatch" of early black stones is in fact the females flying out of streamside vegatation and returning to the water to lay thier eggs.