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Allowance for Credit Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Changes in allowance for loan and lease losses      
Balance at the beginning of the period $ 111,254 $ 100,469 $ 94,883
Charge-offs 13,974 7,591 17,112
Recoveries 4,789 2,543 3,236
Net charge-offs (recoveries) 9,185 5,048 13,876
Provision (recovery of provision) 36,001 15,833 19,462
Balance at the end of the period 140,654 111,254 100,469
Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 2,584    
Balance at the end of the period   2,584  
Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 113,838    
Balance at the end of the period   113,838  
Commercial and agricultural      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 23,671 17,063 16,228
Charge-offs 903 1,040 229
Recoveries 663 664 222
Net charge-offs (recoveries) 240 376 7
Provision (recovery of provision) (547) 6,984 842
Balance at the end of the period 22,229 23,671 17,063
Commercial and agricultural | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period (655)    
Balance at the end of the period   (655)  
Commercial and agricultural | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 23,016    
Balance at the end of the period   23,016  
Auto and light truck      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 14,400 14,689 10,103
Charge-offs 7,107 991 3,308
Recoveries 499 97 68
Net charge-offs (recoveries) 6,608 894 3,240
Provision (recovery of provision) 22,437 605 7,826
Balance at the end of the period 28,926 14,400 14,689
Auto and light truck | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period (1,303)    
Balance at the end of the period   (1,303)  
Auto and light truck | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 13,097    
Balance at the end of the period   13,097  
Medium and heavy duty truck      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 4,612 4,303 4,844
Charge-offs 15 1,132 23
Recoveries 18 32 0
Net charge-offs (recoveries) (3) 1,100 23
Provision (recovery of provision) (629) 1,409 (518)
Balance at the end of the period 6,400 4,612 4,303
Medium and heavy duty truck | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 2,414    
Balance at the end of the period   2,414  
Medium and heavy duty truck | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 7,026    
Balance at the end of the period   7,026  
Aircraft      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 31,058 33,047 34,619
Charge-offs 855 3,066 12,222
Recoveries 1,800 1,143 2,499
Net charge-offs (recoveries) (945) 1,923 9,723
Provision (recovery of provision) 1,566 (66) 8,151
Balance at the end of the period 34,053 31,058 33,047
Aircraft | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 484    
Balance at the end of the period   484  
Aircraft | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 31,542    
Balance at the end of the period   31,542  
Construction equipment      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 14,120 10,922 9,343
Charge-offs 4,090 238 288
Recoveries 1,415 160 100
Net charge-offs (recoveries) 2,675 78 188
Provision (recovery of provision) 7,349 3,276 1,767
Balance at the end of the period 19,166 14,120 10,922
Construction equipment | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 372    
Balance at the end of the period   372  
Construction equipment | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 14,492    
Balance at the end of the period   14,492  
Commercial real estate      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 18,350 15,705 14,792
Charge-offs 37 5 70
Recoveries 58 75 53
Net charge-offs (recoveries) (21) (70) 17
Provision (recovery of provision) 5,036 2,575 930
Balance at the end of the period 22,758 18,350 15,705
Commercial real estate | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period (649)    
Balance at the end of the period   (649)  
Commercial real estate | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 17,701    
Balance at the end of the period   17,701  
Residential real estate and home equity      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 3,609 3,425 3,666
Charge-offs 74 53 63
Recoveries 33 85 23
Net charge-offs (recoveries) 41 (32) 40
Provision (recovery of provision) 118 152 (201)
Balance at the end of the period 5,374 3,609 3,425
Residential real estate and home equity | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 1,688    
Balance at the end of the period   1,688  
Residential real estate and home equity | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 5,297    
Balance at the end of the period   5,297  
Consumer      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 1,434 1,315 1,288
Charge-offs 893 1,066 909
Recoveries 303 287 271
Net charge-offs (recoveries) 590 779 638
Provision (recovery of provision) 671 898 665
Balance at the end of the period 1,748 1,434 $ 1,315
Consumer | Cumulative Effect, Period of Adoption, Adjustment [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period 233    
Balance at the end of the period   233  
Consumer | Cumulative Effect, Period of Adoption, Adjusted Balance [Member]      
Changes in allowance for loan and lease losses      
Balance at the beginning of the period $ 1,667    
Balance at the end of the period   $ 1,667