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Allowance for Loan and Lease Losses - Changes in Allowance for Loan and Lease Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Movement in allowance for Loan and Lease Losses:                      
Total allowance at beginning of year       $ 35,755       $ 32,004 $ 35,755 $ 32,004 $ 28,997
Provisions charged to operations $ 2,014 $ 402 $ 976 $ 769 $ 1,706 $ 782 $ 978 $ 855 4,161 4,321 2,945
Recoveries on loans and leases                 2,429 2,139 2,843
Charge-offs on loans and leases                 (2,574) (2,709) (2,781)
Total allowance at end of year $ 39,771       $ 35,755       $ 39,771 $ 35,755 $ 32,004