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Loans and Allowance for Credit Losses for Loans - Summary of Activity in Allowance for Loan Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Allowance for loan losses:      
Beginning balance $ 340,243 $ 161,759  
Allowance for purchased credit deteriorated (PCD) loans 6,542    
Loans charged-off (26,332) (45,289)  
Charged-off loans recovered 11,242 7,320  
Net (charge-offs) recoveries (15,090) (37,969)  
(Credit) provision for loan losses 27,507 123,922 $ 25,809
Ending balance 359,202 340,243 161,759
Allowance for PCD loans reclassification     61,600
Cumulative Effect, Period of Adoption, Adjustment      
Allowance for loan losses:      
Beginning balance   92,531  
Ending balance     92,531
Cumulative Effect, Period of Adoption, Adjusted Balance      
Allowance for loan losses:      
Beginning balance   254,290  
Ending balance     254,290
Commercial and industrial *      
Allowance for loan losses:      
Beginning balance 131,070 104,059  
Allowance for purchased credit deteriorated (PCD) loans 3,528    
Loans charged-off (21,507) (34,630)  
Charged-off loans recovered 3,934 1,956  
Net (charge-offs) recoveries (17,573) (32,674)  
(Credit) provision for loan losses (13,935) 44,516  
Ending balance 103,090 131,070 104,059
Commercial and industrial * | Cumulative Effect, Period of Adoption, Adjustment      
Allowance for loan losses:      
Beginning balance   15,169  
Ending balance     15,169
Commercial and industrial * | Cumulative Effect, Period of Adoption, Adjusted Balance      
Allowance for loan losses:      
Beginning balance   119,228  
Ending balance     119,228
Commercial real estate      
Allowance for loan losses:      
Beginning balance 164,113 45,673  
Allowance for purchased credit deteriorated (PCD) loans 2,953    
Loans charged-off (382) (767)  
Charged-off loans recovered 2,557 1,506  
Net (charge-offs) recoveries 2,175 739  
(Credit) provision for loan losses 48,249 67,904  
Ending balance 217,490 164,113 45,673
Commercial real estate | Cumulative Effect, Period of Adoption, Adjustment      
Allowance for loan losses:      
Beginning balance   49,797  
Ending balance     49,797
Commercial real estate | Cumulative Effect, Period of Adoption, Adjusted Balance      
Allowance for loan losses:      
Beginning balance   95,470  
Ending balance     95,470
Residential Mortgage      
Allowance for loan losses:      
Beginning balance 28,873 5,060  
Allowance for purchased credit deteriorated (PCD) loans 57    
Loans charged-off (140) (598)  
Charged-off loans recovered 676 670  
Net (charge-offs) recoveries 536 72  
(Credit) provision for loan losses (4,346) 3,166  
Ending balance 25,120 28,873 5,060
Residential Mortgage | Cumulative Effect, Period of Adoption, Adjustment      
Allowance for loan losses:      
Beginning balance   20,575  
Ending balance     20,575
Residential Mortgage | Cumulative Effect, Period of Adoption, Adjusted Balance      
Allowance for loan losses:      
Beginning balance   25,635  
Ending balance     25,635
Consumer      
Allowance for loan losses:      
Beginning balance 16,187 6,967  
Allowance for purchased credit deteriorated (PCD) loans 4    
Loans charged-off (4,303) (9,294)  
Charged-off loans recovered 4,075 3,188  
Net (charge-offs) recoveries (228) (6,106)  
(Credit) provision for loan losses (2,461) 8,336  
Ending balance $ 13,502 16,187 6,967
Consumer | Cumulative Effect, Period of Adoption, Adjustment      
Allowance for loan losses:      
Beginning balance   6,990  
Ending balance     6,990
Consumer | Cumulative Effect, Period of Adoption, Adjusted Balance      
Allowance for loan losses:      
Beginning balance   $ 13,957  
Ending balance     $ 13,957