There are several ways you could write this sentence, with and without the "with", for example:
However, by the beginning of 2009, both prices had dropped remarkably (markedly?) with the oil price dropping by $90 and the food price index by 80 points.
However, by the beginning of 2009, both prices had dropped markedly, the price of oil by $90 and the food price index by 80 points.