Geosmin

The smell of the air after a storm is caused by Geosmin: a chemical released by dead soil bacteria. Humans are hypersensitive to it, capable of detecting it at a concentration of 5 parts per trillion. It is theorized that in our evolutionary past this helped us seek out water.