Given how Perception is a Physical skill, which you do with your body, and its specializations are all senses or 'Searching', plus it says it involves the basic senses: I'd say it doesn't apply in the Astral. The only mention of using Perception in the magic chapter is noticing magic with Numinous Perception, which is a Physical beings thing. So I don't see anything to support the use of Perception in the Astral.
Obviously non-living things are harder to spot, unless they are in the middle of a field of grass.