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Fair Value Measurement of Assets and Liabilities - Recurring and Non-Recurring Basis (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Investment securities    
Available for sale $ 1,628,062 $ 1,749,544
Non-recurring fair value measurements:    
Loan servicing rights 715  
Unpaid principal balances of loans held for sale 40,800 34,600
U.S. Treasury securities    
Investment securities    
Available for sale 70,965 49,306
U.S. government agency securities    
Investment securities    
Available for sale 30,037 36,277
Obligations of states and political subdivisions    
Investment securities    
Available for sale 180,467 197,092
Residential mortgage-backed securities    
Investment securities    
Available for sale 1,310,587 1,429,782
Corporate and other debt securities    
Investment securities    
Available for sale 36,006 37,087
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements    
Investment securities    
Available for sale 70,965 49,306
Loans held for sale 0 0
Other assets 0 0
Total assets 70,965 49,306
Liabilities    
Other liabilities 0 0
Total liabilities 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | U.S. Treasury securities    
Investment securities    
Available for sale 70,965 49,306
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | U.S. government agency securities    
Investment securities    
Available for sale 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | Obligations of states and political subdivisions    
Investment securities    
Available for sale 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | Residential mortgage-backed securities    
Investment securities    
Available for sale 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Recurring fair value measurements | Corporate and other debt securities    
Investment securities    
Available for sale 0 0
Quoted Prices in Active Markets for Identical Assets (Level 1) | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent impaired loans 0 0
Loan servicing rights 0 0
Foreclosed assets 0 0
Total 0 0
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements    
Investment securities    
Available for sale 1,556,417 1,700,238
Loans held for sale 41,621 35,155
Other assets 217,035 48,979
Total assets 1,815,073 1,784,372
Liabilities    
Other liabilities 60,087 23,681
Total liabilities 60,087 23,681
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | U.S. Treasury securities    
Investment securities    
Available for sale 0 0
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | U.S. government agency securities    
Investment securities    
Available for sale 30,037 36,277
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | Obligations of states and political subdivisions    
Investment securities    
Available for sale 179,787 197,092
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | Residential mortgage-backed securities    
Investment securities    
Available for sale 1,310,587 1,429,782
Significant Other Observable Inputs (Level 2) | Recurring fair value measurements | Corporate and other debt securities    
Investment securities    
Available for sale 36,006 37,087
Significant Other Observable Inputs (Level 2) | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent impaired loans 0 0
Loan servicing rights 0 0
Foreclosed assets 0 0
Total 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements    
Investment securities    
Available for sale 680 0
Loans held for sale 0 0
Other assets 0 0
Total assets 680 0
Liabilities    
Other liabilities 0 0
Total liabilities 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | U.S. Treasury securities    
Investment securities    
Available for sale 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | U.S. government agency securities    
Investment securities    
Available for sale 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | Obligations of states and political subdivisions    
Investment securities    
Available for sale 680 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | Residential mortgage-backed securities    
Investment securities    
Available for sale 0 0
Significant Unobservable Inputs (Level 3) | Recurring fair value measurements | Corporate and other debt securities    
Investment securities    
Available for sale 0 0
Significant Unobservable Inputs (Level 3) | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent impaired loans 47,619 45,245
Loan servicing rights 715 273
Foreclosed assets 3,705 5,673
Total 52,039 51,191
Fair Value | Recurring fair value measurements    
Investment securities    
Available for sale 1,628,062 1,749,544
Loans held for sale 41,621 35,155
Other assets 217,035 48,979
Total assets 1,886,718 1,833,678
Liabilities    
Other liabilities 60,087 23,681
Total liabilities 60,087 23,681
Fair Value | Recurring fair value measurements | U.S. Treasury securities    
Investment securities    
Available for sale 70,965 49,306
Fair Value | Recurring fair value measurements | U.S. government agency securities    
Investment securities    
Available for sale 30,037 36,277
Fair Value | Recurring fair value measurements | Obligations of states and political subdivisions    
Investment securities    
Available for sale 180,467 197,092
Fair Value | Recurring fair value measurements | Residential mortgage-backed securities    
Investment securities    
Available for sale 1,310,587 1,429,782
Fair Value | Recurring fair value measurements | Corporate and other debt securities    
Investment securities    
Available for sale 36,006 37,087
Fair Value | Non-recurring fair value measurements    
Non-recurring fair value measurements:    
Collateral dependent impaired loans 47,619 45,245
Loan servicing rights 715 273
Foreclosed assets 3,705 5,673
Total $ 52,039 $ 51,191