Here's why:
* Common nouns refer to general things or places, not specific ones.
* Proper nouns are specific names of people, places, or things and are capitalized.
While there are specific aquariums (like the Monterey Bay Aquarium), the word "aquarium" itself refers to any building or place that houses aquatic life.