Noun:a type of green plant that has very small leaves and no flowers and that grows on rocks, bark, or wet ground.
http://www.merriam-webster.com/dictionary/moss?show=0&t=1387068375
I remembered the smell of moss.
The author is saying it smells like a green plant.