Place lemon peel, rosemary, and red pepper flakes in an 11" x 7" baking dish. Add olives, and drizzle with olive oil. Bake, uncovered, at 300° for 40 minutes. Cool to room temperature. Garnish, if desired, and serve immediately, or store in refrigerator up to 5 days. Bring refrigerated olives to room temperature before serving.