The story
Blend of sea + Ocean of Storms. Variation of Ocean of Storms; replacement of the rare "Ocean" with the common "Sea", where many features on the Moon are called 'seas' (the maria), and only this one feature is called 'ocean'.
Etymology from Wiktionary, CC BY-SA 4.0.