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Loans and Allowance (Tables)
3 Months Ended
Mar. 31, 2022
Receivables [Abstract]  
Schedule of Composition of Loan Portfolio by Loan Class
The following table illustrates the composition of the Corporation’s loan portfolio by loan class for the periods indicated:
March 31, 2022December 31, 2021
Commercial and industrial loans$2,826,660 $2,714,565 
Agricultural land, production and other loans to farmers209,077 246,442 
Real estate loans:
Construction552,975 523,066 
Commercial real estate, non-owner occupied2,073,197 2,135,459 
Commercial real estate, owner occupied974,521 986,720 
Residential1,226,695 1,159,127 
Home equity512,641 523,754 
Individuals' loans for household and other personal expenditures147,593 146,092 
Public finance and other commercial loans832,882 806,636 
Loans$9,356,241 $9,241,861 
Schedule of Credit Quality of Loan Portfolio by Loan Class
The following tables summarize the risk grading of the Corporation’s loan portfolio by loan class and by year of origination for the years indicated. Consumer loans are not risk graded. For the purposes of this disclosure, the consumer loans are classified in the following manner: loans that are less than 30 days past due are Pass, loans 30-89 days past due are Special Mention and loans greater than 89 days past due are Substandard. The entire balance of a loan is considered delinquent if the minimum payment contractually required to be made is not received by the specified due date. Loans that evidenced deterioration of credit quality since origination and it was probable, at acquisition, that all contractually required payments would not be collected are included in the applicable categories below. Commercial and industrial loan balances as of March 31, 2022 include PPP loans with an origination year of 2021 and 2020 of $48.5 million and $155,000, respectively. Commercial and industrial loan balances as of December 31, 2021 include PPP loans with an origination year of 2021 and 2020 of $100.3 million and $6.3 million, respectively.

March 31, 2022
Term Loans (amortized cost basis by origination year)Revolving loans amortizedRevolving loans converted
20222021202020192018Priorcost basisto termTotal
Commercial and industrial loans
Pass$233,494 $860,644 $292,449 $127,655 $64,212 $48,840 $1,124,742 $— $2,752,036 
Special Mention83 13,199 8,914 196 911 1,967 21,206 — 46,476 
Substandard68 2,665 1,883 1,664 79 1,111 20,112 — 27,582 
Doubtful— 566 — — — — — — 566 
Total Commercial and industrial loans233,645 877,074 303,246 129,515 65,202 51,918 1,166,060 — 2,826,660 
Agricultural land, production and other loans to farmers
Pass13,604 45,415 44,372 20,250 7,270 37,478 38,054 — 206,443 
Special Mention— — 1,543 — — 248 89 — 1,880 
Substandard— — 502 44 181 27 — — 754 
Total Agricultural land, production and other loans to farmers13,604 45,415 46,417 20,294 7,451 37,753 38,143 — 209,077 
Real estate loans:
Construction
Pass93,208 234,844 169,386 25,825 958 4,681 18,879 — 547,781 
Special Mention4,398 — — — — — — — 4,398 
Substandard15 — 758 — — 23 — — 796 
Total Construction97,621 234,844 170,144 25,825 958 4,704 18,879 — 552,975 
Commercial real estate, non-owner occupied
Pass123,966 528,861 627,820 177,465 109,147 186,777 30,535 — 1,784,571 
Special Mention35,142 75,275 144,704 — — 1,696 — — 256,817 
Substandard— 23,502 6,819 112 1,106 270 — — 31,809 
Total Commercial real estate, non-owner occupied159,108 627,638 779,343 177,577 110,253 188,743 30,535 — 2,073,197 
Commercial real estate, owner occupied
Pass60,735 288,076 353,021 83,799 42,142 78,463 36,565 — 942,801 
Special Mention229 5,575 7,858 798 1,518 1,965 — — 17,943 
Substandard3,143 4,221 5,384 — — 1,029 — — 13,777 
Total Commercial real estate, owner occupied64,107 297,872 366,263 84,597 43,660 81,457 36,565 — 974,521 
Residential
Pass129,643 344,654 331,532 95,511 64,998 244,562 3,158 13 1,214,071 
Special Mention27 1,140 741 695 572 1,601 — 15 4,791 
Substandard— 1,276 1,541 316 1,324 3,371 — 7,833 
Total Residential129,670 347,070 333,814 96,522 66,894 249,534 3,163 28 1,226,695 
Home equity
Pass4,403 55,867 15,465 1,857 1,884 4,171 423,635 15 507,297 
Special Mention— — 42 47 27 2,863 — 2,981 
Substandard132 345 84 — 171 1,623 — 2,363 
Total Home Equity4,535 56,212 15,591 1,904 1,919 4,344 428,121 15 512,641 
Individuals' loans for household and other personal expenditures
Pass19,616 57,759 20,371 9,519 8,947 6,024 24,836 — 147,072 
Special Mention13 176 113 34 83 53 47 — 519 
Substandard— — — — — — 
Total Individuals' loans for household and other personal expenditures19,629 57,936 20,485 9,553 9,030 6,077 24,883 — 147,593 
Public finance and other commercial loans
Pass54,959 222,676 176,446 99,935 38,565 213,118 27,183 — 832,882 
Total Public finance and other commercial loans54,959 222,676 176,446 99,935 38,565 213,118 27,183 — 832,882 
Loans$776,878 $2,766,737 $2,211,749 $645,722 $343,932 $837,648 $1,773,532 $43 $9,356,241 
December 31, 2021
Term Loans (amortized cost basis by origination year)Revolving loans amortizedRevolving loans converted
20212020201920182017Priorcost basisto termTotal
Commercial and industrial loans
Pass$1,019,757 $362,372 $144,520 $65,165 $21,575 $30,420 $990,335 $— $2,634,144 
Special Mention10,559 11,088 190 730 1,930 1,825 15,026 — 41,348 
Substandard2,811 2,127 7,432 2,932 431 747 22,593 — 39,073 
Total Commercial and industrial loans1,033,127 375,587 152,142 68,827 23,936 32,992 1,027,954 — 2,714,565 
Agricultural land, production and other loans to farmers
Pass50,251 45,164 22,195 7,689 6,153 36,074 74,871 — 242,397 
Special Mention— 1,543 — — — 252 264 — 2,059 
Substandard524 506 108 371 — 27 450 — 1,986 
Total Agricultural land, production and other loans to farmers50,775 47,213 22,303 8,060 6,153 36,353 75,585 — 246,442 
Real estate loans:
Construction
Pass215,167 200,169 63,589 979 1,762 2,453 17,201 — 501,320 
Special Mention20,737 270 — — — 46 — — 21,053 
Substandard— 693 — — — — — — 693 
Total Construction235,904 201,132 63,589 979 1,762 2,499 17,201 — 523,066 
Commercial real estate, non-owner occupied
Pass589,296 688,406 227,332 111,971 103,400 126,837 26,779 — 1,874,021 
Special Mention68,279 149,480 — — — 1,723 — — 219,482 
Substandard19,314 14,912 178 1,118 6,156 278 — — 41,956 
Total Commercial real estate, non-owner occupied676,889 852,798 227,510 113,089 109,556 128,838 26,779 — 2,135,459 
Commercial real estate, owner occupied
Pass299,186 392,383 92,338 43,252 46,044 48,571 33,998 — 955,772 
Special Mention5,665 5,953 738 1,532 902 1,301 149 — 16,240 
Substandard7,025 5,763 — 53 113 1,754 — — 14,708 
Total Commercial real estate, owner occupied311,876 404,099 93,076 44,837 47,059 51,626 34,147 — 986,720 
Residential
Pass349,726 353,691 103,028 69,745 55,240 210,669 2,955 73 1,145,127 
Special Mention1,034 1,394 1,456 306 172 2,106 — — 6,468 
Substandard1,004 1,575 335 1,248 108 3,257 — 7,532 
Total Residential351,764 356,660 104,819 71,299 55,520 216,032 2,955 78 1,159,127 
Home equity
Pass63,845 17,556 1,977 2,127 1,250 3,432 427,437 194 517,818 
Special Mention— 85 48 — — 24 3,451 — 3,608 
Substandard520 — — 91 70 1,639 — 2,328 
Total Home Equity64,365 17,641 2,025 2,135 1,341 3,526 432,527 194 523,754 
Individuals' loans for household and other personal expenditures
Pass67,749 23,452 11,893 11,197 2,008 4,928 24,406 — 145,633 
Special Mention79 85 50 33 20 58 134 — 459 
Total Individuals' loans for household and other personal expenditures67,828 23,537 11,943 11,230 2,028 4,986 24,540 — 146,092 
Public finance and other commercial loans
Pass231,319 178,316 100,679 39,098 105,964 128,942 22,318 — 806,636 
Total Public finance and other commercial loans231,319 178,316 100,679 39,098 105,964 128,942 22,318 — 806,636 
Loans$3,023,847 $2,456,983 $778,086 $359,554 $353,319 $605,794 $1,664,006 $272 $9,241,861 
The following table presents the amortized cost basis of collateral dependent loans, which are individually evaluated to determine expected credit losses:
March 31, 2022
Commercial Real EstateResidential Real EstateOtherTotal Allowance on Collateral Dependent Loans
Commercial and industrial loans$— $— $8,111 $8,111 $2,513 
Real estate loans:
Construction— 645 — 645 32 
Commercial real estate, non-owner occupied21,919 — — 21,919 3,190 
Commercial real estate, owner occupied2,351 — — 2,351 34 
Residential— 4,836 — 4,836 281 
Home equity— 388 — 388 63 
Loans$24,270 $5,869 $8,111 $38,250 $6,113 


December 31, 2021
Commercial Real EstateResidential Real EstateOtherTotal Allowance on Collateral Dependent Loans
Commercial and industrial loans$— $— $8,075 $8,075 $2,672 
Agricultural land, production and other loans to farmers524 — 251 775 — 
Real estate loans:
Construction— 685 — 685 82 
Commercial real estate, non-owner occupied23,652 — — 23,652 5,510 
Commercial real estate, owner occupied1,044 — — 1,044 — 
Residential— 4,906 — 4,906 305 
Home equity— 394 — 394 64 
Loans$25,220 $5,985 $8,326 $39,531 $8,633 
Schedule of Past Due Aging of Loan Portfolio by Loan Class The tables below show a past due aging of the Corporation’s loan portfolio, by loan class, for the years indicated:
March 31, 2022
Current30-59 Days
Past Due
60-89 Days
Past Due
90 Days or More Past DueTotalLoans > 90 Days or More Past Due
And Accruing
Commercial and industrial loans$2,807,708 $9,181 $5,862 $3,909 $2,826,660 $1,424 
Agricultural land, production and other loans to farmers209,050 — — 27 209,077 — 
Real estate loans:
Construction552,866 — 109 — 552,975 — 
Commercial real estate, non-owner occupied2,057,043 11,851 — 4,303 2,073,197 — 
Commercial real estate, owner occupied973,075 1,182 27 237 974,521 — 
Residential1,217,155 3,697 713 5,130 1,226,695 132 
Home equity507,837 2,219 999 1,586 512,641 527 
Individuals' loans for household and other personal expenditures147,071 450 70 147,593 
Public finance and other commercial loans832,882 — — — 832,882 — 
Loans$9,304,687 $28,580 $7,780 $15,194 $9,356,241 $2,085 


December 31, 2021
Current30-59 Days
Past Due
60-89 Days
Past Due
90 Days or More Past DueTotalLoans > 90 Days or More Past Due
And Accruing
Commercial and industrial loans$2,708,539 $2,602 $2,437 $987 $2,714,565 $675 
Agricultural land, production and other loans to farmers246,380 36 — 26 246,442 — 
Real estate loans:
Construction522,349 717 — — 523,066 — 
Commercial real estate, non-owner occupied2,124,853 3,327 — 7,279 2,135,459 — 
Commercial real estate, owner occupied985,785 643 — 292 986,720 — 
Residential1,148,294 3,979 4,255 2,599 1,159,127 — 
Home equity518,643 3,327 281 1,503 523,754 288 
Individuals' loans for household and other personal expenditures145,634 375 83 — 146,092 — 
Public finance and other commercial loans806,636 — — — 806,636 — 
Loans$9,207,113 $15,006 $7,056 $12,686 $9,241,861 $963 
Schedule of Non-Accrual Loans by Loan class
The following table summarizes the Corporation’s non-accrual loans by loan class for the periods indicated:

March 31, 2022December 31, 2021
Non-Accrual LoansNon-Accrual Loans with no Allowance for Credit LossesNon-Accrual LoansNon-Accrual Loans with no Allowance for Credit Losses
Commercial and industrial loans$8,696 $— $7,598 $263 
Agricultural land, production and other loans to farmers103 — 631 524 
Real estate loans:
Construction740 — 685 — 
Commercial real estate, non-owner occupied21,427 4,201 23,029 6,133 
Commercial real estate, owner occupied1,689 1,320 411 — 
Residential8,553 2,920 9,153 2,160 
Home equity1,490 — 1,552 — 
Individuals' loans for household and other personal expenditures— — — 
Loans$42,698 $8,441 $43,062 $9,080 
Schedule of Troubled Debt Restructuring
The following tables summarize troubled debt restructures in the Corporation's loan portfolio that occurred during the three months ended March 31, 2022 and 2021.

Three Months Ended March 31, 2022
Pre- Modification Recorded BalanceTerm ModificationRate ModificationCombinationPost - Modification Recorded BalanceNumber of Loans
Real estate loans:
Residential$53 $— $56 $— $56 1
Total$53 $— $56 $— $56 1

Three Months Ended March 31, 2021
Pre- Modification Recorded BalanceTerm ModificationRate ModificationCombinationPost - Modification Recorded BalanceNumber of Loans
Commercial and industrial loans$348 $348 $— $— $348 2
Real estate loans:
Residential625 383 126 118627 7
Total$973 $731 $126 $118 $975 
The following tables summarize troubled debt restructures that occurred during the twelve months ended March 31, 2022 and 2021, that subsequently defaulted during the period indicated and remained in default at period end. For purposes of this schedule, a loan is considered in default if it is 30-days or more past due.
Three Months Ended March 31, 2022
Number of LoansRecorded Balance
Real estate loans:  
Commercial real estate, owner occupied$27 
Total$27 


Three Months Ended March 31, 2021
Number of LoansRecorded Balance
Real estate loans:  
Residential$197 
Home equity91 
Individuals' loans for household and other personal expenditures
Total$290 
Schedule of Changes in Allowance for Loan Losses
The following tables summarize changes in the allowance for credit losses by loan segment for the three months ended March 31, 2022 and 2021:

Three Months Ended March 31, 2022
CommercialCommercial Real EstateConstructionConsumer & ResidentialTotal
Allowance for credit losses
Balances, December 31, 2021$69,935 $60,665 $20,206 $44,591 $195,397 
Provision for credit losses7,571 (8,250)554 125 — 
Recoveries on loans139 707 — 206 1,052 
Loans charged off(8)(122)— (335)(465)
Balances, March 31, 2022$77,637 $53,000 $20,760 $44,587 $195,984 


Three Months Ended March 31, 2021
CommercialCommercial Real EstateConstructionConsumerResidentialConsumer & ResidentialTotal
Allowance for credit losses
Balances, December 31, 2020$47,115 $51,070 $— $9,648 $22,815 $— $130,648 
Credit risk reclassifications— (10,284)10,284 (9,648)(22,815)32,463 — 
Balances, December 31, 2020 after reclassifications47,115 40,786 10,284 — — 32,463 130,648 
Impact of adopting ASC 32620,024 34,925 8,805 — — 10,301 74,055 
Balances, January 1, 2021 Post-ASC 326 adoption67,139 75,711 19,089 — — 42,764 204,703 
Provision for credit losses(932)(1,701)1,095 — — 1,538 — 
Recoveries on loans188 164 — — — 342 694 
Loans charged off(673)(3,313)(2)— — (327)(4,315)
Balances, March 31, 2021$65,722 $70,861 $20,182 $— $— $44,317 $201,082 
Schedule of Financial Instruments with Off-balance Sheet Risk
Financial instruments with off-balance sheet risk were as follows:
March 31, 2022December 31, 2021
Amounts of commitments:
Loan commitments to extend credit$3,958,844 $3,917,215 
Standby letters of credit$31,854 $34,613 
Schedule of Allowance for Credit Losses, Off-balance Sheet
The following table details activity in the allowance for credit losses on off-balance sheet commitments:
Three Months Ended
March 31, 2022
Balances, December 31, 2021$20,500 
Provision for credit losses— 
Balances, March 31, 2022$20,500