Earlier quoted context omitted.
The delta-v from Earth Surface to Low Earth Orbit (beginning of space exploration) is 9km/s. The delta-v from Earth Surface to Moon is 15km/s. So basically once you learned to go to space, going to the Moon is "only" 60% harder, even thought the moon is 1000x further away.
The delta-v from Earth Surface to the bottom of the ocean is 0, so by your logic, going there is trivial.
Jokes aside, I hadn't heard the term before and from what I could guess/infer didn't see how it could be a measure between two places: https://en.wikipedia.org/wiki/Delta-v