Archaeologists have found a monument, market, temple, bath complex, and water pipes from the walled town of Falerii Novi.
https://www.wired.com/story/ground-penetrating-radar-mapped-a-buried-ancient-roman-city
https://www.wired.com/story/ground-penetrating-radar-mapped-a-buried-ancient-roman-city