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Loans and Leases - Allowance for Loan and Lease Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2021
Sep. 30, 2020
Sep. 30, 2021
Sep. 30, 2020
Dec. 31, 2020
Allowance for Loan and Lease Losses [Roll Forward]          
Balance, beginning of period $ 225,600 $ 301,050 $ 348,181 $ 138,785  
Charge-offs (1,516) (37,284) (6,320) (73,275)  
Recoveries 1,149 1,200 8,372 4,839  
Net (charge-offs) recoveries (367) (36,084) 2,052 (68,436)  
Provision (21,500) 81,000 (146,500) 272,000  
Balance, end of period 203,733 345,966 203,733 345,966  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 2,910 2,924 2,910 2,924  
Collectively evaluated 200,823 343,042 200,823 343,042  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 92,833 95,135 92,833 95,135  
Collectively evaluated 20,418,187 18,931,065 20,418,187 18,931,065  
Loans held for investment, net 20,511,020 19,026,200 20,511,020 19,026,200 $ 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 107,013 130,724 138,342 44,575  
Charge-offs (29) (1,551) (663) (6,233)  
Recoveries 563 109 5,990 360  
Net (charge-offs) recoveries 534 (1,442) 5,327 (5,873)  
Provision (11,344) (7,588) (47,466) 77,684  
Balance, end of period 96,203 121,694 96,203 121,694  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 189 340 189 340  
Collectively evaluated 96,014 121,354 96,014 121,354  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 34,822 51,852 34,822 51,852  
Collectively evaluated 9,546,135 7,825,193 9,546,135 7,825,193  
Loans held for investment, net 9,580,957 7,877,045 9,580,957 7,877,045 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 54,582 70,113 78,356 30,544  
Charge-offs 0 0 (775) 0  
Recoveries 0 21 0 21  
Net (charge-offs) recoveries 0 21 (775) 21  
Provision (1,923) 20,039 (24,922) 68,200  
Balance, end of period 52,659 90,173 52,659 90,173  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 52,659 90,173 52,659 90,173  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 19,364 1,782 19,364 1,782  
Collectively evaluated 3,632,509 3,421,965 3,632,509 3,421,965  
Loans held for investment, net 3,651,873 3,423,747 3,651,873 3,423,747 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 57,697 97,947 126,403 61,528  
Charge-offs (951) (35,666) (3,802) (66,337)  
Recoveries 543 1,063 2,269 4,410  
Net (charge-offs) recoveries (408) (34,603) (1,533) (61,927)  
Provision (9,792) 64,921 (77,373) 121,804  
Balance, end of period 47,497 128,265 47,497 128,265  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 2,721 2,584 2,721 2,584  
Collectively evaluated 44,776 125,681 44,776 125,681  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 38,647 41,501 38,647 41,501  
Collectively evaluated 6,833,575 7,321,673 6,833,575 7,321,673  
Loans held for investment, net 6,872,222 7,363,174 6,872,222 7,363,174 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 6,308 2,266 5,080 2,138  
Charge-offs (536) (67) (1,080) (705)  
Recoveries 43 7 113 48  
Net (charge-offs) recoveries (493) (60) (967) (657)  
Provision 1,559 3,628 3,261 4,312  
Balance, end of period 7,374 5,834 7,374 5,834  
Amount of the allowance applicable to loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 7,374 5,834 7,374 5,834  
The ending balance of the loan and lease portfolio is composed of loans and leases:          
Individually evaluated 0 0 0 0  
Collectively evaluated 405,968 362,234 405,968 362,234  
Loans held for investment, net $ 405,968 362,234 $ 405,968 362,234 $ 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)