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LOANS - Allowance for Credit Losses (Details)
$ in Thousands
 12 Months Ended
Dec. 31, 2021
USD ($)
Dec. 31, 2020
USD ($)
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period $ 60,869 $ 49,911
Charge-offs (8,965)  
Recoveries 6,118  
Provision (8,153)  
Balance, end of period 49,869 60,869
Liabilities for off-balance-sheet credit exposures [Roll Forward]    
Beginning balance 1,489 0
Charge-offs 0  
Recoveries 0  
Provision (686)  
Ending balance 803 1,489
Total allowance for credit losses [Roll Forward]    
Beginning balance 62,358 49,911
Charge-offs (8,965)  
Recoveries 6,118  
Provision (8,839)  
Ending balance $ 50,672 $ 62,358
Allowance for Credit Losses    
Allowance for credit losses to total loans ratio 0.68  
Basis points lower level   0.14
Accrued interest and fees receivable $ 16,700 $ 22,200
Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 60,869 51,268
Charge-offs   (10,664)
Recoveries   5,689
Steuben acquisition   3,662
Provision   10,914
Balance, end of period   60,869
Liabilities for off-balance-sheet credit exposures [Roll Forward]    
Beginning balance 1,489 1,185
Charge-offs   0
Recoveries   0
Steuben acquisition   67
Provision   237
Ending balance   1,489
Total allowance for credit losses [Roll Forward]    
Beginning balance 62,358 52,453
Charge-offs   (10,664)
Recoveries   5,689
Steuben acquisition   3,729
Provision   11,151
Ending balance   62,358
Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   (1,357)
Liabilities for off-balance-sheet credit exposures [Roll Forward]    
Beginning balance   1,185
Total allowance for credit losses [Roll Forward]    
Beginning balance   2,542
Acquired Impaired Loans [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 1,882 163
Charge-offs (304)  
Recoveries 107  
Provision 289  
Balance, end of period 1,974 1,882
Acquired Impaired Loans [Member] | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 0 0
Charge-offs   0
Recoveries   0
Steuben acquisition   0
Provision   0
Balance, end of period   0
Acquired Impaired Loans [Member] | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   163
PCD Loans [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   0
PCD Loans [Member] | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 1,882 3,072
Charge-offs   (91)
Recoveries   440
Steuben acquisition   668
Provision   (2,207)
Balance, end of period   1,882
PCD Loans [Member] | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   (3,072)
Commercial Portfolio Segment | Business Lending    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   19,426
Commercial Portfolio Segment | Business Lending | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 28,190 19,714
Charge-offs   (1,497)
Recoveries   356
Steuben acquisition   2,343
Balance, end of period   28,190
Commercial Portfolio Segment | Business Lending | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   288
Commercial Portfolio Segment | Consumer Mortgage    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   10,269
Commercial Portfolio Segment | Consumer Mortgage | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 10,672 9,218
Charge-offs   (862)
Recoveries   130
Steuben acquisition   146
Provision   2,040
Balance, end of period   10,672
Commercial Portfolio Segment | Consumer Mortgage | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   1,051
Consumer Portfolio Segment | Business Lending    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 28,190  
Charge-offs (1,618)  
Recoveries 689  
Provision (6,240)  
Balance, end of period 21,021 28,190
Consumer Portfolio Segment | Consumer Mortgage    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 10,672  
Charge-offs (426)  
Recoveries 91  
Provision (320)  
Balance, end of period 10,017 10,672
Consumer Portfolio Segment | Consumer Indirect    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 13,696 13,712
Charge-offs (5,160)  
Recoveries 4,346  
Provision (1,145)  
Balance, end of period 11,737 13,696
Consumer Portfolio Segment | Consumer Indirect | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 13,696 12,715
Charge-offs   (6,382)
Recoveries   3,992
Steuben acquisition   183
Provision   3,188
Balance, end of period   13,696
Consumer Portfolio Segment | Consumer Indirect | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   997
Consumer Portfolio Segment | Consumer Direct    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 3,207 3,255
Charge-offs (1,232)  
Recoveries 793  
Provision (462)  
Balance, end of period 2,306 3,207
Consumer Portfolio Segment | Consumer Direct | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 3,207 2,612
Charge-offs   (1,633)
Recoveries   743
Steuben acquisition   87
Provision   1,398
Balance, end of period   3,207
Consumer Portfolio Segment | Consumer Direct | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   643
Consumer Portfolio Segment | Home Equity    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 2,222 2,129
Charge-offs (225)  
Recoveries 92  
Provision (275)  
Balance, end of period 1,814 2,222
Consumer Portfolio Segment | Home Equity | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 2,222 2,937
Charge-offs   (199)
Recoveries   28
Steuben acquisition   235
Provision   (779)
Balance, end of period   2,222
Consumer Portfolio Segment | Home Equity | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   (808)
Unallocated Financing Receivables [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period 1,000 957
Charge-offs 0  
Recoveries 0  
Provision 0  
Balance, end of period 1,000 1,000
Unallocated Financing Receivables [Member] | Topic ASC 326 [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period $ 1,000 1,000
Charge-offs   0
Recoveries   0
Steuben acquisition   0
Provision   0
Balance, end of period   1,000
Unallocated Financing Receivables [Member] | Topic ASC 326 [Member] | Cumulative Effect Adjustment [Member]    
Allowance for credit losses - loans [Roll Forward]    
Balance, beginning of period   $ (43)