Wanting the best, Vanderbilt envisioned a park-like setting for his home and employed landscape architect Frederick Law Olmsted to design the grounds.
Water features were an important aspect of Victorian landscaping and Olmsted incorporated two for the estate: the Bass Pond created from an old creek-fed millpond and the Lagoon.