An LDP is a long distance party.
In Atlantica it is very common to be in a party even when you are not in the same place. You will find people in chat asking for an ldp if they want a party. There are frequent events and bonus buff periods where you get double party experience, so it pays to be partied.
See party for more details on parties/grouping.