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Loans and Allowance for Loan and Lease Losses - Schedule of Loans Modified as Troubled Debt Restructurings (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2017
USD ($)
loan
Dec. 31, 2016
USD ($)
loan
Dec. 31, 2015
USD ($)
loan
Accounts Notes And Loans Receivable [Line Items]      
Pre Modification Recorded Investment | $   $ 18,214  
Number of Loans | loan   31  
Commercial Loans      
Accounts Notes And Loans Receivable [Line Items]      
Pre Modification Recorded Investment | $ $ 8,831 $ 16,612 $ 1,544
Number of Loans | loan 8 27 4
Commercial real estate      
Accounts Notes And Loans Receivable [Line Items]      
Pre Modification Recorded Investment | $   $ 809  
Number of Loans | loan   3  
Farmland      
Accounts Notes And Loans Receivable [Line Items]      
Pre Modification Recorded Investment | $   $ 793  
Number of Loans | loan   1