Is there a psychological explanation for the age of 18 being important in many societies?
A cursory search strongly suggests that the distinction is arbitrary and practical, with little link to developmental science.

I can find no evidence for any particularly compelling biological change centered around the age of 18.  That, along with the fact that the age of eighteen is not a universal age-of-majority, makes me say that there is no scientific basis for the choice.