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Inventories - Schedule of Inventories (Details) - USD ($)
$ in Thousands
12 Months Ended
Aug. 31, 2022
Aug. 31, 2021
Inventory Disclosure [Abstract]    
Grain and oilseed $ 1,133,531 $ 1,435,544
Energy 824,114 762,317
Agronomy 1,295,548 958,548
Processed grain and oilseed 292,992 140,975
Other 106,686 37,291
Total inventories $ 3,652,871 $ 3,334,675
Percentage of LIFO Inventory 14.00% 13.00%
Inventory, LIFO Reserve $ 678,300 $ 359,200
Effect of LIFO Inventory Liquidation on Income $ 35,300