That first pic HAS to be staged. No way an item can lay on the bottom of a river for 1800 years and not be covered with silt.
Yes, I think you’re right. Matter of fact, that looks more like an aquarium tank with a diver in it than the Rhine. But it’s still surprising these objects look so fresh.
It's also possible hat the photo was taken after a water jet was used to excavate.
In any case, the items found are amazing, including the bronze head of a horse cut from a sculpture.