Old Dart

Possibly from the river Dart in Devonshire which enters the sea at Dartmouth, location of a Royal Navy College. Royal Navy officers who were returning to England at the end of a foreign tour of duty referred to going back to the "Old Dart" for further training.

Alternatively a variation of "old dirt" (compare old sod).