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Loans and Leases - Allowance for Loan and Lease Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2021
Jun. 30, 2020
Jun. 30, 2021
Jun. 30, 2020
Dec. 31, 2020
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period $ 292,445 $ 221,292 $ 348,181 $ 138,785  
Charge-offs (816) (15,786) (4,804) (35,991)  
Recoveries 5,971 2,544 7,223 3,639  
Net (charge-offs) recoveries 5,155 (13,242) 2,419 (32,352)  
Provision (72,000) 93,000 (125,000) 191,000  
Balance, end of period 225,600 301,050 225,600 301,050  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 3,468 8,493 3,468 8,493  
Collectively evaluated 222,132 292,557 222,132 292,557  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 90,799 175,700 90,799 175,700  
Collectively evaluated 19,415,458 19,518,931 19,415,458 19,518,931  
Loans held for investment, net 19,506,257 19,694,631 19,506,257 19,694,631 $ 19,083,377
Cumulative Effect of Change in Accounting Principle - CECL          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, end of period   (3,617)   (3,617)  
Real Estate Mortgage          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 141,122 91,372 138,342 44,575  
Charge-offs (266) (4,182) (634) (4,682)  
Recoveries 4,882 127 5,427 251  
Net (charge-offs) recoveries 4,616 (4,055) 4,793 (4,431)  
Provision (38,725) 43,407 (36,122) 85,272  
Balance, end of period 107,013 130,724 107,013 130,724  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 203 211 203 211  
Collectively evaluated 106,810 130,513 106,810 130,513  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 41,145 68,240 41,145 68,240  
Collectively evaluated 8,371,875 7,887,494 8,371,875 7,887,494  
Loans held for investment, net 8,413,020 7,955,734 8,413,020 7,955,734 7,899,936
Real Estate Mortgage | Cumulative Effect of Change in Accounting Principle - CECL          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, end of period   (5,308)   (5,308)  
Real Estate Construction and Land          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 66,775 40,173 78,356 30,544  
Charge-offs (75) 0 (775) 0  
Recoveries 0 0 0 0  
Net (charge-offs) recoveries (75) 0 (775) 0  
Provision (12,118) 29,940 (22,999) 48,161  
Balance, end of period 54,582 70,113 54,582 70,113  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 54,582 70,113 54,582 70,113  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 3,254 1,799 3,254 1,799  
Collectively evaluated 3,502,330 3,338,729 3,502,330 3,338,729  
Loans held for investment, net 3,505,584 3,340,528 3,505,584 3,340,528 3,360,281
Real Estate Construction and Land | Cumulative Effect of Change in Accounting Principle - CECL          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, end of period   8,592   8,592  
Commercial          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 78,716 87,570 126,403 61,528  
Charge-offs (277) (11,439) (2,851) (30,671)  
Recoveries 1,029 2,392 1,726 3,347  
Net (charge-offs) recoveries 752 (9,047) (1,125) (27,324)  
Provision (21,771) 19,424 (67,581) 56,883  
Balance, end of period 57,697 97,947 57,697 97,947  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 3,265 8,282 3,265 8,282  
Collectively evaluated 54,432 89,665 54,432 89,665  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 46,400 105,661 46,400 105,661  
Collectively evaluated 7,175,844 7,881,389 7,175,844 7,881,389  
Loans held for investment, net 7,222,244 7,987,050 7,222,244 7,987,050 7,502,905
Commercial | Cumulative Effect of Change in Accounting Principle - CECL          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, end of period   (6,860)   (6,860)  
Consumer          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period 5,832 2,177 5,080 2,138  
Charge-offs (198) (165) (544) (638)  
Recoveries 60 25 70 41  
Net (charge-offs) recoveries (138) (140) (474) (597)  
Provision 614 229 1,702 684  
Balance, end of period 6,308 2,266 6,308 2,266  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 6,308 2,266 6,308 2,266  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 365,409 411,319 365,409 411,319  
Loans held for investment, net $ 365,409 411,319 $ 365,409 411,319 $ 320,255
Consumer | Cumulative Effect of Change in Accounting Principle - CECL          
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, end of period   $ (41)   $ (41)