I'd heard that there was a find of something that could reasonably have been the lake of wine. Trying to google on it, I end up getting directed to Wikipedia, but I guess it boils down to an artificial pond/lake that doesn't seem to have been used for drinking water.

https://en.wikipedia.org/wiki/Deer_Terrace_Pavilion