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Fair Value Measurements - Carrying Amounts and Estimated Fair Value (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Fair values of defined benefit pension plan assets by category of the firm      
Securities held to maturity $ 415,552    
Securities available for sale, at fair value 2,386,052 $ 1,343,457  
Loans held for sale 453,533 417,771  
Loans, net 9,856,743 10,757,503  
Mortgage servicing rights 89,018 62,994 $ 53,208
Derivative instruments 8,007 3,866  
Financial liabilities      
Derivative instruments 13,436 21,107  
Carrying Value      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 1,877,965 633,203  
Securities held to maturity 416,357    
Securities available for sale, at fair value 2,386,052 1,343,457  
Loans held for sale 453,533 417,771  
Loans, net 9,856,743 10,757,503  
Mortgage servicing rights 89,018 62,994  
Derivative instruments 17,698 33,574  
Financial liabilities      
Deposits 13,905,724 12,059,081  
Short-term borrowings 13,947 21,340  
Federal Home Loan Bank advances 417 152,167  
Junior subordinated debentures 111,373 110,794  
Subordinated notes 359,419 212,009  
Derivative instruments 13,803 21,107  
Fair Value      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 1,877,965 633,203  
Securities held to maturity 415,552    
Securities available for sale, at fair value 2,386,052 1,343,457  
Loans held for sale 453,533 417,771  
Loans, net 9,690,604 10,668,625  
Mortgage servicing rights 99,425 62,994  
Derivative instruments 17,698 33,574  
Financial liabilities      
Deposits 13,902,739 12,069,198  
Short-term borrowings 13,947 21,340  
Federal Home Loan Bank advances 422 158,914  
Junior subordinated debentures 106,682 93,092  
Subordinated notes 373,950 217,575  
Derivative instruments 13,803 21,107  
Fair Value | Level 1      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 1,877,965 633,203  
Securities held to maturity 0    
Securities available for sale, at fair value 0 0  
Loans held for sale 0 0  
Loans, net 0 0  
Mortgage servicing rights 0 0  
Derivative instruments 0 0  
Financial liabilities      
Deposits 12,494,342 10,363,193  
Short-term borrowings 13,947 21,340  
Federal Home Loan Bank advances 0 0  
Junior subordinated debentures 0 0  
Subordinated notes 0 0  
Derivative instruments 0 0  
Fair Value | Level 2      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 0 0  
Securities held to maturity 415,552    
Securities available for sale, at fair value 2,386,052 1,334,445  
Loans held for sale 453,533 417,771  
Loans, net 0 0  
Mortgage servicing rights 0 0  
Derivative instruments 17,698 33,574  
Financial liabilities      
Deposits 1,408,397 1,706,005  
Short-term borrowings 0 0  
Federal Home Loan Bank advances 422 158,914  
Junior subordinated debentures 106,682 93,092  
Subordinated notes 373,950 217,575  
Derivative instruments 13,803 21,107  
Fair Value | Level 3      
Fair values of defined benefit pension plan assets by category of the firm      
Cash and cash equivalents 0 0  
Securities held to maturity 0    
Securities available for sale, at fair value 0 9,012  
Loans held for sale 0 0  
Loans, net 9,690,604 10,668,625  
Mortgage servicing rights 99,425 62,994  
Derivative instruments 0 0  
Financial liabilities      
Deposits 0 0  
Short-term borrowings 0 0  
Federal Home Loan Bank advances 0 0  
Junior subordinated debentures 0 0  
Subordinated notes 0 0  
Derivative instruments $ 0 $ 0