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Fair Value - Assets and liabilities measured at fair value on a recurring basis (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Assets    
Derivative financial instruments $ 15,300 $ 3,800
Securities available for sale 1,956,047 1,517,067
Liabilities    
Derivative financial instruments 16,500 4,300
Changes in fair value of assets    
Transfers of assets between Level 2 to Level 1 0 0
Transfers of liabilities between Level 1 to Level 2 0 0
Transfers of liabilities between Level 2 to Level 1 0 0
Government-sponsored entities debt    
Assets    
Securities available for sale 25,941 48,251
State and municipal obligations    
Assets    
Securities available for sale 208,415 200,768
Significant Other Observable Inputs (Level 2)    
Assets    
Loans held for sale 59,363 22,925
Significant Unobservable Inputs (Level 3)    
Assets    
Mortgage servicing rights 30,525 34,727
Recurring basis    
Assets    
Derivative financial instruments 16,252 5,090
Loans held for sale 59,363 22,925
Securities available for sale 1,956,047 1,517,067
Mortgage servicing rights 30,525 34,727
Fair value of Assets, Total 2,062,187 1,579,809
Liabilities    
Derivative financial instruments 31,273 4,421
Changes in fair value of assets    
Transfers of assets between Level 1 to Level 2 0 0
Recurring basis | Government-sponsored entities debt    
Assets    
Securities available for sale 25,941 48,251
Recurring basis | State and municipal obligations    
Assets    
Securities available for sale 208,415 200,768
Recurring basis | Mortgage-backed securities    
Assets    
Securities available for sale 1,721,691 1,268,048
Recurring basis | Significant Other Observable Inputs (Level 2)    
Assets    
Derivative financial instruments 16,252 5,090
Loans held for sale 59,363 22,925
Securities available for sale 1,956,047 1,517,067
Fair value of Assets, Total 2,031,662 1,545,082
Liabilities    
Derivative financial instruments 31,273 4,421
Recurring basis | Significant Other Observable Inputs (Level 2) | Government-sponsored entities debt    
Assets    
Securities available for sale 25,941 48,251
Recurring basis | Significant Other Observable Inputs (Level 2) | State and municipal obligations    
Assets    
Securities available for sale 208,415 200,768
Recurring basis | Significant Other Observable Inputs (Level 2) | Mortgage-backed securities    
Assets    
Securities available for sale 1,721,691 1,268,048
Recurring basis | Significant Unobservable Inputs (Level 3)    
Assets    
Mortgage servicing rights 30,525 34,727
Fair value of Assets, Total 30,525 34,727
Changes in fair value of assets    
Fair value of assets at the beginning of the period 34,727 31,119
Servicing assets that resulted from transfers of financial assets 7,363 5,962
Change in unrealized loss recognized in other comprehensive income 0 0
Changes in fair value assets due to valuation inputs or assumptions (6,976) 1,861
Changes in fair value due to decay (4,589) (4,215)
Fair value of assets at the end of the period 30,525 34,727
Unrealized losses included in accumulated other comprehensive income related to Level 3 financial assets and liabilities $ 0 $ 0