Preset your oven to 425. Toss all vegetables (aside from the arugula) in one tablespoon of olive oil, salt and pepper in a bowl.
Put on a baking sheet. Roast for 30-35 minutes.
Serve vegetables over handful of arugula with a squeeze of lemon and remaining olive oil (if desired).