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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, 2020
Dec. 31, 2019
Securities held-to-maturity, amortized cost $ 58,739 $ 58,888
Securities available for sale, fair value 647,974 772,500
Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 1,319 2,352
Interest rate swaps (2,629) 388
Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 7,914 7,934
Securities available for sale, fair value 404,460 523,849
Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 49,918 50,954
Securities available for sale, fair value 243,514 248,651
Reported Value Measurement [Member]    
Cash and due from banks 157,388 49,787
Loans 6,704,674 5,772,206
FHLB-NY stock 43,439 56,921
Accrued interest receivable 44,041 25,722
Deposits 6,136,355 5,066,424
Borrowings 1,020,895 1,237,231
Accrued interest payable 4,755 6,752
Reported Value Measurement [Member] | Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 1,319 2,352
Interest rate swaps 60,987 19,653
Reported Value Measurement [Member] | Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 7,914 7,934
Securities available for sale, fair value 404,460 523,849
Reported Value Measurement [Member] | Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 49,918 50,954
Securities available for sale, fair value 243,514 248,651
Estimate of Fair Value Measurement [Member]    
Cash and due from banks 157,388 49,787
Loans 6,793,985 5,822,124
FHLB-NY stock 43,439 56,921
Accrued interest receivable 44,041 25,722
Deposits 6,141,775 5,070,046
Borrowings 1,017,573 1,389,883
Accrued interest payable 4,755 6,752
Estimate of Fair Value Measurement [Member] | Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 1,319 2,352
Interest rate swaps 60,987 19,653
Estimate of Fair Value Measurement [Member] | Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 8,991 8,114
Securities available for sale, fair value 404,460 523,849
Estimate of Fair Value Measurement [Member] | Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 54,538 53,998
Securities available for sale, fair value 243,514 248,651
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 1 [Member]    
Cash and due from banks 157,388 49,787
Accrued interest receivable 2 9
Deposits 4,997,994 3,628,534
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 1 [Member] | Other Debt Obligations [Member]    
Securities available for sale, fair value 12,703 12,216
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member]    
FHLB-NY stock 43,439 56,921
Accrued interest receivable 1,389 2,519
Deposits 1,143,781 1,441,512
Borrowings 974,437 1,345,499
Accrued interest payable 4,755 6,752
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member] | Interest Rate Swap [Member]    
Interest Rate Swaps, Net Amount 1,319 2,352
Interest rate swaps 60,987 19,653
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member] | Collateralized Mortgage Backed Securities [Member]    
Securities held-to-maturity, amortized cost 8,991 8,114
Securities available for sale, fair value 404,460 523,849
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 2 [Member] | Other Debt Obligations [Member]    
Securities available for sale, fair value 229,516 235,103
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 3 [Member]    
Loans 6,793,985 5,822,124
Accrued interest receivable 42,650 23,194
Borrowings 43,136 44,384
Estimate of Fair Value Measurement [Member] | Fair Value, Inputs, Level 3 [Member] | Other Debt Obligations [Member]    
Securities held-to-maturity, amortized cost 54,538 53,998
Securities available for sale, fair value $ 1,295 $ 1,332