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Fair Value Measurements - Additional Information (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Realized (gains) losses included in net income, net of premium amortization $ 0 $ 0  
Impaired loans not covered under loss-share agreements 29,606,000 22,621,000  
Specific reserve included in allowance for loan losses 52,162,000 49,026,000  
Valuation adjustment to mortgage servicing rights 1,836,000 0 $ 0
Net gain (loss) resulting from fair value changes of these mortgage loans 1,286,000 4,892,000 $ 1,594,000
Impaired Loans, Not Covered      
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]      
Specific reserve included in allowance for loan losses $ 2,258,000 $ 935,000