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Notes Payable and Long-Term Debt - Schedule of Interest, Net (Details) - USD ($)
$ in Thousands
12 Months Ended
Aug. 31, 2016
Aug. 31, 2015
Aug. 31, 2014
Debt Disclosure [Abstract]      
Interest expense $ 144,047 $ 93,152 $ 84,925
Interest-purchase of CHS McPherson noncontrolling interest 0 34,810 70,843
Capitalized Interest (30,343) (57,303) (8,528)
Interest income (38,357) (10,326) (6,987)
Interest expense, net $ 75,347 $ 60,333 $ 140,253