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Derivatives and Hedging Activities - Gains and losses recognized in income on derivatives not designated as hedging instruments (Details) - Not designated as hedging instrument - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Derivative Instruments [Line Items]      
Total gains and losses $ 1,840 $ (1,544) $ 1,097
Customer derivatives and dealer offsets | Other noninterest income      
Derivative Instruments [Line Items]      
Total gains and losses 3,302 6,732 2,878
Bifurcated embedded derivatives and dealer offsets | Other noninterest income      
Derivative Instruments [Line Items]      
Total gains and losses 433 (63) 212
De-designated hedges | Other noninterest income      
Derivative Instruments [Line Items]      
Total gains and losses 0 0 (193)
Mortgage banking derivatives | Mortgage loan revenue      
Derivative Instruments [Line Items]      
Total gains and losses (1,805) (7,873) (1,797)
Risk participations | Other noninterest income      
Derivative Instruments [Line Items]      
Total gains and losses $ (90) $ (340) $ (3)