If you look in the Archives for January, 2003 on Pete's website, you will find information on the song, including the following:
The Athenry in question is Athenry in Galway and if you do happen to get the chance to visit, you will notice the 'Low lying fields' as you approach this beautiful town.
All the best,
Mick