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Fair Value Measurements - Summary of Financial Instruments Measured at Fair Value on a Recurring Basis (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Assets    
Securities available-for-sale $ 1,135,317 $ 721,369
Total Fair Value    
Assets    
State tax credits held for sale 39,046 39,169
Obligations of U.S. Government-sponsored enterprises    
Assets    
Securities available-for-sale 10,046 98,498
Obligations of states and political subdivisions    
Assets    
Securities available-for-sale 213,024 26,810
Residential mortgage-backed securities    
Assets    
Securities available-for-sale 902,021 586,136
US Treasury Bill Securities [Member]    
Assets    
Securities available-for-sale 10,226 9,925
Recurring basis | Total Fair Value    
Assets    
Securities available-for-sale 1,135,317 721,369
Other Investments   121
Derivative financial instruments 11,055 3,023
Assets, Fair Value Disclosure 1,146,372 724,513
Liabilities    
Derivative financial instruments 14,747 3,023
Total liabilities 14,747 3,023
Recurring basis | Obligations of U.S. Government-sponsored enterprises | Total Fair Value    
Assets    
Securities available-for-sale 10,046 98,498
Recurring basis | Obligations of states and political subdivisions | Total Fair Value    
Assets    
Securities available-for-sale 213,024 26,810
Recurring basis | Residential mortgage-backed securities | Total Fair Value    
Assets    
Securities available-for-sale 902,021 586,136
Recurring basis | US Treasury Bill Securities [Member] | Total Fair Value    
Assets    
Securities available-for-sale 10,226 9,925
Recurring basis | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Assets    
Securities available-for-sale 0 0
Other Investments   121
Derivative financial instruments 0 0
Assets, Fair Value Disclosure 0 121
Liabilities    
Derivative financial instruments 0 0
Total liabilities 0 0
Recurring basis | Quoted Prices in Active Markets for Identical Assets (Level 1) | Obligations of U.S. Government-sponsored enterprises    
Assets    
Securities available-for-sale 0 0
Recurring basis | Quoted Prices in Active Markets for Identical Assets (Level 1) | Obligations of states and political subdivisions    
Assets    
Securities available-for-sale 0 0
Recurring basis | Quoted Prices in Active Markets for Identical Assets (Level 1) | Residential mortgage-backed securities    
Assets    
Securities available-for-sale 0 0
Recurring basis | Quoted Prices in Active Markets for Identical Assets (Level 1) | US Treasury Bill Securities [Member]    
Assets    
Securities available-for-sale 0 0
Recurring basis | Significant Other Observable Inputs (Level 2)    
Assets    
Securities available-for-sale 1,135,317 721,369
Other Investments   0
Derivative financial instruments 11,055 3,023
Assets, Fair Value Disclosure 1,146,372 724,392
Liabilities    
Derivative financial instruments 14,747 3,023
Total liabilities 14,747 3,023
Recurring basis | Significant Other Observable Inputs (Level 2) | Obligations of U.S. Government-sponsored enterprises    
Assets    
Securities available-for-sale 10,046 98,498
Recurring basis | Significant Other Observable Inputs (Level 2) | Obligations of states and political subdivisions    
Assets    
Securities available-for-sale 213,024 26,810
Recurring basis | Significant Other Observable Inputs (Level 2) | Residential mortgage-backed securities    
Assets    
Securities available-for-sale 902,021 586,136
Recurring basis | Significant Other Observable Inputs (Level 2) | US Treasury Bill Securities [Member]    
Assets    
Securities available-for-sale 10,226 9,925
Recurring basis | Significant Unobservable Inputs (Level 3)    
Assets    
Securities available-for-sale 0 0
Other Investments   0
Derivative financial instruments 0 0
Assets, Fair Value Disclosure 0 0
Liabilities    
Derivative financial instruments 0 0
Total liabilities 0 0
Recurring basis | Significant Unobservable Inputs (Level 3) | Obligations of U.S. Government-sponsored enterprises    
Assets    
Securities available-for-sale 0 0
Recurring basis | Significant Unobservable Inputs (Level 3) | Obligations of states and political subdivisions    
Assets    
Securities available-for-sale 0 0
Recurring basis | Significant Unobservable Inputs (Level 3) | Residential mortgage-backed securities    
Assets    
Securities available-for-sale $ 0 0
Recurring basis | Significant Unobservable Inputs (Level 3) | US Treasury Bill Securities [Member]    
Assets    
Securities available-for-sale   $ 0