Gonna stop you there. This wouldn't happen, because the US has plenty of growing acreage and plenty of demand. The farming industry doesn't need subsidies, and removing them would affect total output only slightly on average.
Now, if we were more like Japan and had issues with enough space for farming, then yeah I'd agree with you.