It's quite the opposite.
Dry agricultural areas require irrigation due to low rainfall, therefore agriculture in arid and semi-arid areas is called irrigated agriculture; for wet areas, due to heavy rainfall, irrigation is only necessary to prepare for drought.
So dry farming is near large river basins.
I hope this helps.