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Income Taxes - Components of Deferred Tax Assets and Deferred Tax Liabilities (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Deferred tax assets:    
Allowance for loan losses $ 30,335 $ 34,397
Leases 25,389 24,098
Charitable contribution limitation carryover 18,278 22,942
Employee benefits 13,996 0
Unrealized loss on available for sale securities 17,370 0
Investment losses 10,680 0
Accrued expenses 6,888 5,047
Fixed assets 3,799 4,183
Loan basis difference fair value adjustments 3,949 461
PPP loans fee income 2,967 5,969
Other 1,783 967
Total deferred tax assets before valuation allowance 135,434 98,064
Valuation allowance (700) (12,000)
Total deferred tax assets 134,734 86,064
Deferred tax liabilities:    
Amortization of intangibles 17,339 13,585
Unrealized gain on available for sale securities 0 13,005
Partnerships 3,324 1,448
Cash flow hedges 2,878 11,658
Trading securities 6,482 5,110
Lease obligation 23,849 23,048
Employee benefits 0 1,613
Other 4,327 3,368
Total deferred tax liabilities 58,199 72,835
Net deferred income tax assets $ 76,535 $ 13,229