I suggest that, after a player maxes out all of the tech points (Fully Researched) in exploration, that the collectibles should stay on the ground once they appear. It would become sort of a hidden pictures game. The green butterfly could be hiding in the green grass for example, but it will stay there until somebody finds it, not disappear after a minute.