Any Decorations you've bought can be deleted. Just tap and hold to select a decoration.
 
 
When the edit menu appears, tap the coin icon to sell the Decoration. 
 
 
The things you'll need to run your Farm -- Crops, Animals, Workshops, and Trees -- can't be deleted.