Is this mission designed to be impossible? I kept losing the NEO when I went for the "south" part of GOLAN which is, curiously enough, located in the northwest-most part of the map. Around the tunnel entrance, there is a large minefield which I could not find a safe route through.
Turn off your lights and follow the river.
Its easy to do once you learn which tunnel entrances you need