For what it's worth, I found my water planet in a B planet. These appear Blue in the galactic view and require a special warp reactor.

This gets a bit off topic from purely Rigogen farming, but I selected the planet in this video as my base planet because it allowed quick access, from my base, to both Iron, Rigogen, and Antrium.