Since you have aqueducts, perhaps make it so players cannot place water in world and farmland must be hydrated in order to be tilled. So, players have to either plant near bodies of water or use the aqueduct system.

OH! I didn’t realize that was a feature. I haven’t tested it as I am developing a modpack

Players cannot place water until end of mod progression