Tunison Palms Estate, Boca Raton, Florida. Location Northwest 7th Avenue, Boca Raton, Florida. A quiet neighborhood in the heart of Boca Raton, beautiful Tunison Palms is minutes from Mizner Park's world-class shopping and dining and the beach.Property completely renovated in 2010, this island-inspired estate reflects classic charm on tropically landscaped grounds bordering the waterway on the eastern boundary of Tunison Palms. A double-entry, crushed stone drive approaches the vine-covered entrance porch. Mature trees provide seclusion and shade to the back lawns by the inviting coral-stone terrace that surrounds the sparkling, Italian mosaic-tiled pool.