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Notes Payable and Long-Term Debt - Schedule of Interest, Net (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
May 31, 2016
May 31, 2015
May 31, 2016
May 31, 2015
Debt Disclosure [Abstract]        
Interest Expense $ 43,979 $ 25,588 $ 98,886 $ 68,784
Interest-purchase of CHS McPherson noncontrolling interest 0 4,844 0 23,772
Capitalized interest (6,513) (17,104) (27,333) (41,715)
Interest income (10,774) (2,548) (22,155) (7,384)
Interest expense, net $ 26,692 $ 10,780 $ 49,398 $ 43,457