Dig up: (1) To find, locate, discover, (2) To find or locate by searching, sifting and separating the inapplicable.
Dug up: Past tense of "dig up".
Example: Steve, near starvation, was wandering around in the Outback until he dug up some edible tuck. :D
Chris