Storage place is an important thing to consider if you want to prevent a musty smell from your artificial Christmas tree. Artificial Christmas trees can be stored in the garage, shed, or basement but ensure it is stored in a cool dry location to prevent a musty odor, and storing the tree with baking soda or unused coffee ground can also prevent any weird odor.