Strange that the underwater growth isn’t mentioned at any of the other obses here at MO. That is where they develop and where they are able to spread their spores, but they can also be found later on sticks, cones, mosses, etc when the water has disappeared..
If the water stays deep, the stems can be very tall. I have seen them 30 cm, but unfortunately never been able to take a decent picture..