Hitting Jaburo would've been an overt move. Hitting the "breadbasket" cripples the army. If you can't feed an army you don't have an army, nevermind the economic repercussions in food prices, psychological trauma, civilian target......etc.
Oh yeah, the farm shot in the last scene is of the ONT/UNT- North American base/farm.