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Fair Values of Financial Instruments - Estimated Fair Values of Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Assets:    
Investment securities available for sale $ 2,344,551 $ 1,919,119
Investment securities held to maturity 2,202,503 1,280,293
Loans held for sale 11,187 3,966
Quoted Prices in Active Markets for Identical Assets (Level 1)    
Assets:    
Cash and cash equivalents 167,146 192,896
Interest-bearing deposits 474,154 392,305
Investment securities available for sale 999 0
Investment securities held to maturity 0 0
Loans held for sale 0 0
Loans 0 0
Federal Home Loan Bank stock 0 0
Asset Derivatives 0 0
Interest receivable 0 0
Liabilities at December 31:    
Deposits 12,038,992 10,482,865
Borrowings:    
Securities sold under repurchase agreements 0 0
Federal Home Loan Bank advances 0 0
Subordinated debentures and term loans 0 0
Interest rate swap liability 0 0
Interest payable 0 0
Significant Other Observable Inputs (Level 2)    
Assets:    
Cash and cash equivalents 0 0
Interest-bearing deposits 0 0
Investment securities available for sale 2,338,061 1,916,640
Investment securities held to maturity 2,188,600 1,260,815
Loans held for sale 11,187 3,966
Loans 0 0
Federal Home Loan Bank stock 28,736 28,736
Asset Derivatives 41,133 74,335
Interest receivable 57,187 53,948
Liabilities at December 31:    
Deposits 690,089 878,257
Borrowings:    
Securities sold under repurchase agreements 181,572 177,097
Federal Home Loan Bank advances 337,005 399,991
Subordinated debentures and term loans 107,892 108,439
Interest rate swap liability 41,968 76,353
Interest payable 2,762 3,287
Significant Unobservable Inputs (Level 3)    
Assets:    
Cash and cash equivalents 0 0
Interest-bearing deposits 0 0
Investment securities available for sale 5,491 2,479
Investment securities held to maturity 13,903 19,478
Loans held for sale 0 0
Loans 9,068,319 9,191,628
Federal Home Loan Bank stock 0 0
Asset Derivatives 0 0
Interest receivable 0 0
Liabilities at December 31:    
Deposits 0 0
Borrowings:    
Securities sold under repurchase agreements 0 0
Federal Home Loan Bank advances 0 0
Subordinated debentures and term loans 0 0
Interest rate swap liability 0 0
Interest payable 0 0
Carrying Amount    
Assets:    
Cash and cash equivalents 167,146 192,896
Interest-bearing deposits 474,154 392,305
Investment securities available for sale 2,344,551 1,919,119
Investment securities held to maturity 2,179,802 1,227,668
Loans held for sale 11,187 3,966
Loans 9,046,464 9,112,526
Federal Home Loan Bank stock 28,736 28,736
Asset Derivatives 41,133 74,335
Interest receivable 57,187 53,948
Liabilities at December 31:    
Deposits 12,732,577 11,361,610
Borrowings:    
Securities sold under repurchase agreements 181,577 177,102
Federal Home Loan Bank advances 334,055 389,430
Subordinated debentures and term loans 118,618 118,380
Interest rate swap liability 41,968 76,353
Interest payable $ 2,762 $ 3,287