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Other Assets - Narrative (Details) - USD ($)
2 Months Ended 3 Months Ended 9 Months Ended 12 Months Ended
Jul. 31, 2017
Aug. 31, 2017
May 31, 2017
May 31, 2017
Aug. 31, 2017
Aug. 31, 2016
Aug. 31, 2015
Goodwill [Line Items]              
Goodwill   $ 154,055,000     $ 154,055,000 $ 160,414,000 $ 150,115,000
Goodwill, Acquired During Period           9,774,000  
Amortization of intangible assets         4,300,000 6,100,000 7,300,000
Goodwill, Written off Related to Sale of Business Unit           (695,000)  
Goodwill impairment, result of annual impairment analysis $ 0     $ 0      
Goodwill, Impairment Loss     $ (5,500,000)   (5,542,000)    
Disposal Group, Not Discontinued Operation, Loss (Gain) on Write-down   26,900,000 $ 51,800,000        
Disposal Group, Including Discontinued Operation, Property, Plant and Equipment   8,200,000     8,200,000    
Disposal Group, Including Discontinued Operation, Inventory   20,500,000     20,500,000    
Disposal Group, Including Discontinued Operation, Accounts, Notes and Loans Receivable, Net   6,300,000     6,300,000    
Foods [Member]              
Goodwill [Line Items]              
Goodwill   0     0    
Nitrogen Production [Member]              
Goodwill [Line Items]              
Goodwill   0     0    
Ag [Member]              
Goodwill [Line Items]              
Goodwill   $ 142,929,000     142,929,000 148,916,000 $ 142,665,000
Goodwill, Acquired During Period           5,726,000  
Finite-lived intangible assets acquired         500,000 2,800,000  
Goodwill, Written off Related to Sale of Business Unit           (695,000)  
Goodwill, Impairment Loss         $ (5,542,000)    
Minimum | Other Intangible Assets [Member]              
Goodwill [Line Items]              
Finite-Lived Intangible Asset, Useful Life         2 years    
Minimum | Major Maintenance Activities Requiring Shutdown              
Goodwill [Line Items]              
Finite-Lived Intangible Asset, Useful Life         2 years    
Maximum | Other Intangible Assets [Member]              
Goodwill [Line Items]              
Finite-Lived Intangible Asset, Useful Life         30 years    
Maximum | Major Maintenance Activities Requiring Shutdown              
Goodwill [Line Items]              
Finite-Lived Intangible Asset, Useful Life         4 years    
Cash Distribution [Member] | Series of Individually Immaterial Business Acquisitions [Member]              
Goodwill [Line Items]              
Payments to Acquire Assets, Investing Activities           $ 11,900,000