Here's why:
* Common nouns refer to general, non-specific things.
* Proper nouns refer to specific, unique things.
While "sea" can refer to specific bodies of water like the "Mediterranean Sea" or the "Red Sea," the word "sea" itself is a general term for a large body of salt water.
Let me know if you have any other grammar questions!