The parade grounds was an area of Starfleet Academy where cadets performed training drills.
While training as an enlisted member of Starfleet, Simon Tarses recalled sitting under an elm tree near the parade grounds and watching drills, imagining himself as an officer. (TNG: "The Drumhead")