Just like in your car on the highway - it is illigal to throw garbage overboard. You must wait till you get back to port to throw away rubbish.
However, what item would you agree is fine to throw overboard your boat?
Chip Bags
Beer Cans
Plastic Grocery Bags
Blackwater (brown water, foul water or sewage)
Fish Bait you didn't use
