A short walk along a path from the square is the elegant and richly decorated Igreja de Nossa Senhora do Monte (Our Lady of Monte), dedicated to Madeira's patron saint.

Does it follow that "The Igreja de Nossa Senhora do Monte has rich decorations."?
yes