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Investment Securities - Analysis of the Contractual Maturities of Investment Securities (Details) - USD ($)
$ in Thousands
Jun. 30, 2021
Dec. 31, 2020
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Amortized Cost Basis Rolling Maturity[Abstract]    
Due in One Year or Less $ 51,611  
Due After One Year Through Five Years 111,529  
Due After Five Years Through Ten Years 298,653  
Amortized Cost, Total 461,793  
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-Sale: Amortized Cost, Total 4,521,660 $ 3,721,636
Due in One Year or Less 51,642  
Due After One Year Through Five Years 114,504  
Due After Five Years Through Ten Years 301,024  
Fair Value, Total 467,170  
Available-for-Sale: Fair Value 4,522,941 3,791,689
Held-to-maturity Securities, Debt Maturities, Single Maturity Date, Amortized Cost Basis, Rolling Maturities (Abstract]    
Due in One Year or Less 33,425  
Due After One Year Through Five Years 18,040  
Due After Five Year Through Ten Years 123,935  
Amortized Cost, Total 175,400  
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Due in One Year or Less 33,769  
Due After One Year Through Five Years 18,105  
Due After Five Year Through Ten Years 124,850  
Fair Value, Total 176,724  
Held-to-Maturity: Amortized Cost 3,947,613  
Held-to-Maturity: Fair Value 3,965,117 3,348,693
Debt Securities Issued by Government Agencies    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 153,469  
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 154,990  
Residential - Government Agencies    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 1,538,897  
Available-for-Sale: Amortized Cost, Total 1,538,897 1,561,603
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 1,544,673  
Available-for-Sale: Fair Value 1,544,673 1,594,815
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 1,536,020  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 1,541,977  
Held-to-Maturity: Fair Value 1,541,977 948,010
Residential - U.S. Government-Sponsored Enterprises    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 2,170,640  
Available-for-Sale: Amortized Cost, Total 2,170,640 1,497,353
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 2,154,535  
Available-for-Sale: Fair Value 2,154,535 1,518,283
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 1,929,372  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 1,941,887  
Held-to-Maturity: Fair Value 1,941,887 2,150,497
Commercial - Government Agencies    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 196,861  
Available-for-Sale: Amortized Cost, Total 196,861 243,029
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 201,573  
Available-for-Sale: Fair Value 201,573 253,839
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 306,821  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 304,529  
Held-to-Maturity: Fair Value 304,529 195,900
Mortgage-Backed Securities    
Available-for-sale Securities, Debt Maturities, Single Maturity Date, Rolling Maturities [Abstract]    
Available-for-sale Securities: Amortized Cost 3,906,398  
Available-for-Sale: Amortized Cost, Total 3,906,398 3,301,985
Available-for-sale Securities, Debt Securities Issued by Government Agencies and Mortgage-Backed Securities: Fair Value 3,900,781  
Available-for-Sale: Fair Value 3,900,781 3,366,937
Held-to-Maturity Securities, Debt Maturities, Single Maturity Date, Fair Value, Rolling Maturities [Abstract]    
Held-to-Maturity: Mortgage-Backed Securities: Amortized Cost 3,772,213  
Held-to-Maturity: Mortgage-Backed Securities: Fair Value 3,788,393  
Held-to-Maturity: Fair Value $ 3,788,393 $ 3,294,407