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Segment Reporting - Segment Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Aug. 31, 2016
Aug. 31, 2015
Aug. 31, 2014
Segment Reporting Information [Line Items]      
Revenues $ 30,347,203 $ 34,582,442 $ 42,664,033
Operating earnings 310,196 715,412 1,049,948
(Gain) loss on investments (9,252) (5,239) (114,162)
Interest expense, net 75,347 60,333 140,253
Equity (income) loss from investments (175,777) (107,850) (107,446)
Income before income taxes 419,878 768,168 1,131,303
Related party sales 0 0 0
Capital expenditures 692,780 1,186,790 919,076
Depreciation and amortization 447,492 355,422 306,247
Total assets 17,317,709 15,228,312  
Energy [Member]      
Segment Reporting Information [Line Items]      
Revenues 5,789,307 8,694,326 12,181,212
Operating earnings 248,173 523,451 793,924
(Gain) loss on investments 0 0 0
Interest expense, net (22,531) (12,350) 69,522
Equity (income) loss from investments (4,739) (2,330) (4,014)
Income before income taxes 275,443 538,131 728,416
Related party sales (341,765) (483,989) (600,433)
Capital expenditures 376,841 696,825 539,170
Depreciation and amortization 193,525 148,292 137,408
Total assets 4,306,297 4,624,471  
Ag [Member]      
Segment Reporting Information [Line Items]      
Revenues 24,849,634 26,311,350 31,022,507
Operating earnings 52,334 190,860 249,944
(Gain) loss on investments (6,157) (2,875) (1,949)
Interest expense, net 35,199 56,380 60,742
Equity (income) loss from investments (7,644) (12,293) (22,279)
Income before income taxes 30,936 149,648 213,430
Related party sales (40,336) (11,403) (9,960)
Capital expenditures 260,865 417,950 329,613
Depreciation and amortization 230,172 192,438 157,102
Total assets 7,002,916 7,814,689  
Nitrogen Production [Member]      
Segment Reporting Information [Line Items]      
Revenues 0    
Operating earnings (6,193)    
(Gain) loss on investments 0    
Interest expense, net 34,437    
Equity (income) loss from investments (74,700)    
Income before income taxes 34,070    
Related party sales 0    
Capital expenditures 0    
Depreciation and amortization 0    
Total assets 2,796,323    
Foods [Member]      
Segment Reporting Information [Line Items]      
Revenues 0 0 0
Operating earnings (7,719) (1,454) (1,292)
(Gain) loss on investments 0 0 0
Interest expense, net 2,692 3,854 5,419
Equity (income) loss from investments (75,175) (67,955) (55,104)
Income before income taxes 64,764 62,647 48,393
Related party sales 0 0 0
Capital expenditures 0 0 0
Depreciation and amortization 0 0 0
Total assets 369,487 347,748  
Corporate and Other [Member]      
Segment Reporting Information [Line Items]      
Revenues 92,725 74,828 73,827
Operating earnings 23,601 2,555 7,372
(Gain) loss on investments (3,095) (2,364) (112,213)
Interest expense, net 25,550 12,449 4,570
Equity (income) loss from investments (13,519) (25,272) (26,049)
Income before income taxes 14,665 17,742 141,064
Related party sales (2,362) (2,670) (3,120)
Capital expenditures 55,074 72,015 50,293
Depreciation and amortization 23,795 14,692 11,737
Total assets 2,842,686 2,441,404  
Reconciling Amounts      
Segment Reporting Information [Line Items]      
Revenues (384,463) (498,062) (613,513)
Operating earnings 0 0 0
(Gain) loss on investments 0 0 0
Interest expense, net 0 0 0
Equity (income) loss from investments 0 0 0
Income before income taxes 0 0 0
Related party sales 384,463 498,062 613,513
Capital expenditures 0 0 0
Depreciation and amortization 0 0 $ 0
Total assets $ 0 $ 0