A Dam. You can clearly see an empty riverbed on the left at the higher ground and lower flowing river at the right. And an gigantic dam in the background.
There is a dam. Verly clear regardless of how you look at it. The issue is how people recognise a dam today wasn't a thing back then and Da Vinci draw this portrait based on the descriptions and it is not clear if even it was completed when he died.