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Investment Securities - Analysis of the Contractual Maturities of Investment Securities (Details) - USD ($)
$ in Thousands
Mar. 31, 2022
Dec. 31, 2021
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Amortized Cost Basis Rolling Maturity[Abstract]    
Due in One Year or Less $ 694  
Due After One Year Through Five Years 279,784  
Due After Five Years Through Ten Years 372,250  
Due After Ten Years 13,130  
Amortized Cost, Total 665,858  
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-Sale: Amortized Cost 4,548,509 $ 4,320,884
Due in One Year or Less 696  
Due After One Year Through Five Years 271,681  
Due After Five Years Through Ten Years 345,146  
Due After Ten Years 12,012  
Fair Value, Total 629,535  
Available-for-Sale: Fair Value 4,258,534 4,276,056
Held-to-maturity Securities, Debt Maturities, Single Maturity Date, Amortized Cost Basis, Rolling Maturities (Abstract]    
Due After One Year Through Five Years 15,781  
Due After Five Year Through Ten Years 124,026  
Due After Ten Years 11,215  
Amortized Cost, Total 151,022  
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Due After One Year Through Five Years 15,127  
Due After Five Year Through Ten Years 115,993  
Due After Ten Years 10,143  
Fair Value, Total 141,263  
Held-to-Maturity: Amortized Cost 4,489,615  
Held-to-Maturity: Fair Value 4,171,262 4,646,619
Debt Securities Issued by Government Agencies    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 125,370  
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 126,603  
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 126,603  
Residential - Government Agencies    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 1,368,122  
Available-for-Sale: Amortized Cost 1,368,122 1,327,990
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 1,291,150  
Available-for-Sale: Fair Value 1,291,150 1,319,042
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 1,681,326  
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 1,681,326  
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 1,291,150  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 1,565,974  
Held-to-Maturity: Fair Value 1,565,974 1,755,912
Residential - U.S. Government-Sponsored Enterprises    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 2,201,086  
Available-for-Sale: Amortized Cost 2,201,086 2,127,781
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 2,030,281  
Available-for-Sale: Fair Value 2,030,281 2,090,326
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 2,189,122  
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 2,189,122  
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 2,030,281  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 2,036,807  
Held-to-Maturity: Fair Value 2,036,807 2,269,761
Commercial - Government Agencies or Sponsored Agencies    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 188,073  
Available-for-Sale: Amortized Cost 188,073 155,164
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 180,965  
Available-for-Sale: Fair Value 180,965 155,890
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 468,145  
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 468,145  
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 180,965  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 427,218  
Held-to-Maturity: Fair Value 427,218 469,664
Mortgage-Backed Securities    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 3,757,281  
Available-for-Sale: Amortized Cost 3,757,281 3,610,935
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 3,502,396  
Available-for-Sale: Fair Value 3,502,396 3,565,258
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 4,338,593  
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 4,338,593  
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 3,502,396  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 4,029,999  
Held-to-Maturity: Fair Value $ 4,029,999 $ 4,495,337