Well, it is quite simple.

Five leaflets represent limerick's five lines. 
(You can even see lines three and four are shorter than the first two and the last one.)

The clover should also remind you of Ireland.

And why should it remind you of Ireland? You really don't know? 
Well, you will have to visit one of the English limerick sites to find out.