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Derivative Financial Instruments and Hedging Activities - Derivatives (Details)
$ in Thousands, bbl in Millions
6 Months Ended 12 Months Ended
Feb. 28, 2021
USD ($)
bbl
Feb. 29, 2020
USD ($)
Aug. 31, 2020
USD ($)
bbl
Derivative [Line Items]      
Derivative Liability, Noncurrent $ 4,300   $ 5,400
Derivative Asset, Fair Value, Amount Not Offset Against Collateral 978,487   345,935
Derivative Asset, Fair Value, Gross Amount Not Offset on Balance Sheet 24,740   12,365
Derivative Liability, Fair Value, Amount Not Offset Against Collateral 551,923   396,890
Derivative Liability, Collateral, Right to Reclaim Cash, Offset 1,893   956
Derivative Liability, Fair Value, Gross Amount Not Offset on Balance Sheet 25,855   14,963
Embedded Derivative, Gain on Embedded Derivative 1,900 $ 1,900  
Derivative Asset, Noncurrent, Excluding Fair Value Hedges 15,200   21,200
CF Nitrogen LLC [Member]      
Derivative [Line Items]      
Annual Payment Receivable Contingent On Investment Credit Rating 5,000    
Embedded derivative asset 15,900    
Foreign exchange derivatives | Not Designated as Hedging Instrument      
Derivative [Line Items]      
Derivative Asset, Fair Value, Amount Not Offset Against Collateral 1,330   2,424
Derivative Asset, Fair Value, Gross Amount Not Offset on Balance Sheet 5,891   9,385
Derivative Liability, Fair Value, Amount Not Offset Against Collateral 58,778   60,081
Derivative Liability, Collateral, Right to Reclaim Cash, Offset 0   0
Derivative Liability, Fair Value, Gross Amount Not Offset on Balance Sheet 5,891   9,385
Derivative, Notional Amount 1,400,000   1,200,000
Embedded Derivative Financial Instruments [Member] | Not Designated as Hedging Instrument      
Derivative [Line Items]      
Derivative Asset, Fair Value, Amount Not Offset Against Collateral 15,865   18,998
Derivative Asset, Fair Value, Gross Amount Not Offset on Balance Sheet 0   0
Commodity derivatives | Not Designated as Hedging Instrument      
Derivative [Line Items]      
Derivative Asset, Fair Value, Amount Not Offset Against Collateral 961,292   324,513
Derivative Asset, Fair Value, Gross Amount Not Offset on Balance Sheet 18,849   2,980
Derivative Liability, Fair Value, Amount Not Offset Against Collateral 493,145   336,809
Derivative Liability, Collateral, Right to Reclaim Cash, Offset 1,893   956
Derivative Liability, Fair Value, Gross Amount Not Offset on Balance Sheet $ 19,964   $ 5,578
Cash Flow Hedging      
Derivative [Line Items]      
Aggregate notional amount of cash flow hedges (in barrels) | bbl 1.5   9.7