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Allowance for Loan and Lease Losses and Credit Quality - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Aug. 01, 2019
Dec. 31, 2018
Receivables [Abstract]            
Commitments to lend additional funds     $ 500     $ 600
Other real estate owned and repossessed and returned assets, write down $ 2,300 $ 700 5,500 $ 2,700    
Business Acquisition [Line Items]            
Other real estate owned     27,638     17,403
Repossessed and returned assets     $ 14,598     $ 14,574
Chemical Financial Corporation            
Business Acquisition [Line Items]            
Other real estate owned         $ 14,600  
Repossessed and returned assets         $ 300