ground ginger, also known as ginger powder, is a spice commonly associated with wintry baked goods, like gingerbread. its sweet, floral, slightly peppery flavor pairs so well with other warming spices, like nutmeg, clove, and cinnamon, but it can do so much more than it's known for.