Each of the grounds covers two spaces on the street. Once placed, it cannot be moved. It can be replaced with another, but you will not get your coins or materials back.
Except the theme: Trade for Cards, themed decorations are only available for purchase during their respective seasons, but once built they will remain in your village all year.