The fuel is a very important item that can be easily missed if you're in a rush.
It is located in the Gas Station opposite the bridge. So be sure NOT to cross the bridge before checking for this item.
Once you have picked up the fuel, you can pick up either the chainsaw or the rockdrill, but not both as they both use the same fuel.