Minecraft wiki entry for Clay, associated text: Naturally occurring clay blocks in a lake.
An artificially made clay floor with clay balls standing on it.
Clay can appear on the surface out of water as long as the block it replaces is dirt or mycelium.
Some clay that naturally spawned in a lake but replaced the dirt under a village farm.