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Inventories - Schedule of Inventories (Details) - USD ($)
$ in Thousands
12 Months Ended
Aug. 31, 2021
Aug. 31, 2020
Inventory Disclosure [Abstract]    
Grain and oilseed $ 1,435,544 $ 1,064,079
Energy 762,317 696,858
Agronomy 958,548 822,535
Processed grain and oilseed 140,975 126,022
Other 37,291 32,644
Total inventories $ 3,334,675 $ 2,742,138
Percentage of LIFO Inventory 13.00% 16.00%
Inventory, LIFO Reserve $ 359,200 $ 93,500
Effect of LIFO Inventory Liquidation on Income $ 35,300