When you enter a new reaper controlled region, exit to the Normandy and save your game.

Now you can fly around the system scanning for resources and find them all. When the Reapers show up, run from them and continue to scan as much as possible.

Keep track of the resource locations, then reload your game, go back in and get them all with out wasting time and fuel in the attempt.