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Securities - Amortized Cost and Fair Value of Securities Available for Sale and Held to Maturity (Details) - USD ($)
$ in Thousands
Mar. 31, 2022
Dec. 31, 2021
Schedule of Available-for-sale Securities [Line Items]    
Amortized cost within one year $ 1,428 $ 22,980
Amortized cost one to five years 268,961 156,677
Amortized cost for five to ten years 296,072 315,630
Amortized cost for after ten years 322,823 340,539
Available for sale 889,284 835,826
Amortized Cost 1,186,135 1,153,611
Within one year, amortized cost 28,419 5,222
One to five years, amortized cost 199,131 65,739
Five to ten years, amortized cost 331,620 273,720
After ten years, amortized cost 988,992 870,896
Total amortized cost 1,548,162 1,215,577
Investment securities, held to maturity 2,006,129 1,552,443
Fair value within one year 1,406 22,984
Fair value for one to five years 259,422 156,397
Fair value for five to ten years 279,023 316,125
Fair value for after ten years 292,001 346,038
Total fair value 831,852 841,544
Investment securities, available for sale 1,112,512 1,160,812
Within one year, fair value 28,409 5,265
One to five years, fair value 194,886 66,982
Five to ten years, fair value 314,127 275,308
After ten years, fair value 868,008 880,830
Total fair value 1,405,430 1,228,385
Fair Value 1,827,845 1,559,991
Federal agency collateralized mortgage obligations    
Schedule of Available-for-sale Securities [Line Items]    
Available for sale 50,201 60,600
Amortized Cost 50,201 60,600
Investment securities, held to maturity 56,841 48,482
Investment securities, available for sale 49,592 61,577
Fair Value 52,605 47,465
Federal agency mortgage-backed pools    
Schedule of Available-for-sale Securities [Line Items]    
Available for sale 216,411 225,329
Amortized Cost 216,411 225,329
Investment securities, held to maturity 302,407 188,426
Investment securities, available for sale 202,435 226,074
Fair Value 279,050 185,965
Private labeled mortgage-backed pools    
Schedule of Available-for-sale Securities [Line Items]    
Available for sale 30,239 31,856
Amortized Cost 30,239 31,856
Investment securities, held to maturity 98,719 99,958
Investment securities, available for sale 28,633 31,617
Fair Value $ 90,760 $ 98,176