You could go Pine if it has been dried correctly (not big box store) or poplar for strength/weight but just be sure to reverse your grain curve and use a tongue & groove type joint. Do you have to use Wood? Composite Decking is a option since your not holding up the world. If you want strength then go Sapele or Epay but the weight might kill your plans. But the bog standard as stated above is oak.