Yes, unlike fine silver, sterling silver tarnishes just by contact with air. It is the other metal(s) in sterling silver, usually copper, which reactive with the air. This is normally a slow process, but certain substances, such as sulfur dioxide, may make it tarnish very quickly. Tarnish normally comes off easily with a silver polishing cloth.