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Segment Reporting - Segment Information (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
May 31, 2018
May 31, 2017
May 31, 2018
May 31, 2017
Aug. 31, 2017
Segment Reporting Information [Line Items]          
Revenues $ 9,027,525 $ 8,614,090 $ 23,927,508 $ 23,982,746  
Operating earnings (loss) 140,844 (230,297) 284,842 (33,299)  
(Gain) loss on disposal of business (124,050) 0 (131,755) 0  
Interest Expense 49,340 39,201 130,218 117,411  
Other (income) loss (14,622) (11,947) (51,000) (66,183)  
Equity (income) loss from investments (59,308) (48,393) (137,111) (124,521)  
Income (loss) before income taxes 289,484 (209,158) 474,490 39,994  
Total assets 16,935,779   16,935,779   $ 15,973,756
Energy [Member]          
Segment Reporting Information [Line Items]          
Revenues 2,009,907 1,638,107 5,878,657 4,867,321  
Operating earnings (loss) 31,525 (5,723) 159,070 86,563  
(Gain) loss on disposal of business (65,903)   (65,903)    
Interest Expense 3,496 4,343 11,760 12,176  
Other (income) loss (472) (332) (1,492) (828)  
Equity (income) loss from investments (967) (391) (2,779) (2,039)  
Income (loss) before income taxes 95,371 (9,343) 217,484 77,254  
Total assets 4,208,214   4,208,214    
Ag [Member]          
Segment Reporting Information [Line Items]          
Revenues 7,125,024 7,053,991 18,375,507 19,345,316  
Operating earnings (loss) 115,052 (226,668) 145,907 (131,363)  
(Gain) loss on disposal of business 5   (7,700)    
Interest Expense 28,854 16,609 69,242 49,798  
Other (income) loss (13,891) (12,886) (45,511) (41,801)  
Equity (income) loss from investments (11,359) (9,199) (25,180) (18,071)  
Income (loss) before income taxes 111,443 (221,192) 155,056 (121,289)  
Total assets 7,510,962   7,510,962    
Nitrogen Production [Member]          
Segment Reporting Information [Line Items]          
Revenues 0 0 0 0  
Operating earnings (loss) (4,153) (5,619) (14,527) (14,033)  
(Gain) loss on disposal of business 0   0    
Interest Expense 13,119 10,708 39,067 35,626  
Other (income) loss (441) (477) (2,612) (30,047)  
Equity (income) loss from investments (35,639) (24,534) (79,986) (60,787)  
Income (loss) before income taxes 18,808 8,684 29,004 41,175  
Total assets 2,810,256   2,810,256    
Corporate and Other          
Segment Reporting Information [Line Items]          
Revenues 14,074 26,820 46,018 85,691  
Operating earnings (loss) (1,580) 7,713 (5,608) 25,534  
(Gain) loss on disposal of business (58,152)   (58,152)    
Interest Expense 4,324 8,127 11,569 27,512  
Other (income) loss (271) 1,162 (2,805) (1,208)  
Equity (income) loss from investments (11,343) (14,269) (29,166) (43,624)  
Income (loss) before income taxes 63,862 12,693 72,946 42,854  
Total assets 2,406,347   2,406,347    
Reconciling Amounts          
Segment Reporting Information [Line Items]          
Revenues (121,480) (104,828) (372,674) (315,582)  
Operating earnings (loss) 0 0 0 0  
(Gain) loss on disposal of business 0   0    
Interest Expense (453) (586) (1,420) (7,701)  
Other (income) loss 453 586 1,420 7,701  
Equity (income) loss from investments 0 0 0 0  
Income (loss) before income taxes 0 0 0 0  
Total assets 0   0    
Intersegment Eliminations [Member]          
Segment Reporting Information [Line Items]          
Revenues 0 0 0 0  
Intersegment Eliminations [Member] | Energy [Member]          
Segment Reporting Information [Line Items]          
Revenues (116,286) (97,876) (355,099) (297,057)  
Intersegment Eliminations [Member] | Ag [Member]          
Segment Reporting Information [Line Items]          
Revenues (3,784) (7,545) (11,391) (16,068)  
Intersegment Eliminations [Member] | Nitrogen Production [Member]          
Segment Reporting Information [Line Items]          
Revenues 0 0 0 0  
Intersegment Eliminations [Member] | Corporate and Other          
Segment Reporting Information [Line Items]          
Revenues (1,410) 593 (6,184) (2,457)  
Intersegment Eliminations [Member] | Reconciling Amounts          
Segment Reporting Information [Line Items]          
Revenues $ 121,480 $ 104,828 $ 372,674 $ 315,582