I once had a set up just like that and I would use a combo temp/humid meter in the tank. And when I saw my humidity level fall below my target%, I would then mist. You can pick them up real cheap at Wal-Mart.
Also I used Newspaper as my substrait, held moisture very well and also cheap and easy to come by. Hope this helps.