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Fair Value of Financial Instruments - Carrying Amounts and Estimated Fair Values of Selected Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Securities held-to-maturity, amortized cost $ 57,868 $ 57,832
Securities available for sale, fair value 777,236 647,974
Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 10,683 1,319
Interest rate swaps 3,544 (2,629)
Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 7,894 7,914
Securities available for sale, fair value 572,184 404,460
Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 49,974 49,918
Securities available for sale, fair value 205,052 243,514
Reported Value Measurement [Member]    
Cash and due from banks 81,723 157,388
Loans 6,638,105 6,704,674
FHLB-NY stock 35,937 43,439
Accrued interest receivable 38,698 44,041
Deposits 6,385,445 6,136,355
Borrowings 815,544 1,020,895
Accrued interest payable 4,777 4,755
Reported Value Measurement [Member] | Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 10,683 1,319
Interest rate swaps 25,071 60,987
Reported Value Measurement [Member] | Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 7,894 7,914
Securities available for sale, fair value 572,184 404,460
Reported Value Measurement [Member] | Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 49,974 49,918
Securities available for sale, fair value 205,052 243,514
Estimate of Fair Value Measurement [Member]    
Cash and due from banks 81,723 157,388
Loans 6,687,125 6,793,985
FHLB-NY stock 35,937 43,439
Accrued interest receivable 38,698 44,041
Deposits 6,385,276 6,141,775
Borrowings 816,012 1,017,573
Accrued interest payable 4,777 4,755
Estimate of Fair Value Measurement [Member] | Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 10,683 1,319
Interest rate swaps 25,071 60,987
Estimate of Fair Value Measurement [Member] | Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 8,667 8,991
Securities available for sale, fair value 572,184 404,460
Estimate of Fair Value Measurement [Member] | Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 53,362 54,538
Securities available for sale, fair value 205,052 243,514
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 1 [Member]    
Cash and due from banks 81,723 157,388
Accrued interest receivable   2
Deposits 5,438,870 4,997,994
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 1 [Member] | Other Debt Obligations [Member]    
Securities available for sale, fair value 12,485 12,703
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member]    
FHLB-NY stock 35,937 43,439
Accrued interest receivable 1,574 1,389
Deposits 946,406 1,143,781
Borrowings 759,540 974,437
Accrued interest payable 4,777 4,755
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member] | Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 10,683 1,319
Interest rate swaps 25,071 60,987
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member] | Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 8,667 8,991
Securities available for sale, fair value 572,184 404,460
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member] | Other Debt Obligations [Member]    
Securities available for sale, fair value 190,872 229,516
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 3 [Member]    
Loans 6,687,125 6,793,985
Accrued interest receivable 37,124 42,650
Borrowings 56,472 43,136
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 3 [Member] | Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 53,362 54,538
Securities available for sale, fair value $ 1,695 $ 1,295