Jar Jar agrees to lead the Jedi to his home city under the water.

Jar Jar dives in. Although in the film the Jedi appear to be standing on the bank of a large body of water...

... in reality they are simply standing on the edge of a small clearing in the wood. The water was added to the film afterwards.