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LOANS AND ALLOWANCE (Tables)
3 Months Ended
Mar. 31, 2023
Receivables [Abstract]  
Summary 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, 2023December 31, 2022
Commercial and industrial loans$3,502,204 $3,437,126 
Agricultural land, production and other loans to farmers219,598 241,793 
Real estate loans:
Construction960,979 835,582 
Commercial real estate, non-owner occupied2,375,410 2,407,475 
Commercial real estate, owner occupied1,244,117 1,246,528 
Residential2,185,943 2,096,655 
Home equity621,354 630,632 
Individuals' loans for household and other personal expenditures172,389 175,211 
Public finance and other commercial loans959,467 932,892 
Loans$12,241,461 $12,003,894 
Summary 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.
March 31, 2023
Term Loans (amortized cost basis by origination year)Revolving loans amortizedRevolving loans converted
20232022202120202019Priorcost basisto termTotal
Commercial and industrial loans
Pass$344,116 $833,832 $459,180 $118,142 $110,854 $80,036 $1,351,418 $— $3,297,578 
Special Mention1,184 5,100 22,970 12,611 2,594 2,022 53,264 — 99,745 
Substandard— 35,900 13,576 2,748 10,391 5,012 36,459 — 104,086 
Doubtful— — 795 — — — — — 795 
Total Commercial and industrial loans345,300 874,832 496,521 133,501 123,839 87,070 1,441,141 — 3,502,204 
Current period gross write-offs— 57 37 88 31 30 — — 243 
Agricultural land, production and other loans to farmers
Pass12,568 42,153 35,465 34,244 14,954 30,246 47,301 — 216,931 
Special Mention— 286 760 — — 885 — — 1,931 
Substandard37 170 — 462 — 67 — — 736 
Total Agricultural land, production and other loans to farmers12,605 42,609 36,225 34,706 14,954 31,198 47,301 — 219,598 
Real estate loans:
Construction
Pass177,799 317,261 295,533 111,333 930 3,162 17,785 — 923,803 
Special Mention15,625 14,014 — — — — — — 29,639 
Substandard17 2,795 4,725 — — — — — 7,537 
Total Construction193,441 334,070 300,258 111,333 930 3,162 17,785 — 960,979 
Commercial real estate, non-owner occupied
Pass82,982 551,019 572,828 496,049 165,356 259,267 34,481 — 2,161,982 
Special Mention23,243 29,870 6,510 23,885 18,664 35,865 — — 138,037 
Substandard7,005 16,121 12,523 23,423 — 16,269 50 — 75,391 
Total Commercial real estate, non-owner occupied113,230 597,010 591,861 543,357 184,020 311,401 34,531 — 2,375,410 
Current period gross write-offs— — — — — — — 
Commercial real estate, owner occupied
Pass53,588 240,722 306,558 309,989 114,099 122,322 31,628 — 1,178,906 
Special Mention63 17,766 2,692 5,623 732 3,502 4,076 — 34,454 
Substandard11,480 3,654 334 5,138 1,859 8,292 — — 30,757 
Total Commercial real estate, owner occupied65,131 262,142 309,584 320,750 116,690 134,116 35,704 — 1,244,117 
Current period gross write-offs— — — — — — — 
Residential
Pass148,051 730,773 481,262 392,890 113,139 296,233 5,875 25 2,168,248 
Special Mention490 3,491 2,056 1,190 316 2,456 158 — 10,157 
Substandard— 1,168 2,099 717 480 3,074 — — 7,538 
Total Residential148,541 735,432 485,417 394,797 113,935 301,763 6,033 25 2,185,943 
Current period gross write-offs— 13 — 110 — — 131 
Home equity
Pass6,244 41,482 71,558 14,219 1,529 6,052 471,404 2,006 614,494 
Special Mention— 66 415 — 11 4,611 227 5,337 
Substandard— — 78 — — 354 1,050 41 1,523 
Total Home Equity6,244 41,548 72,051 14,226 1,529 6,417 477,065 2,274 621,354 
Current period gross write-offs— 18 25 20 169 — — 234 
Individuals' loans for household and other personal expenditures
Pass16,204 60,965 39,063 11,318 4,409 8,397 30,980 — 171,336 
Special Mention259 117 42 23 461 128 1,041 
Substandard— — — — — 12 — — 12 
Total Individuals' loans for household and other personal expenditures16,207 61,224 39,180 11,360 4,417 8,432 31,441 128 172,389 
Current period gross write-offs— 191 114 37 13 102 — — 457 
Public finance and other commercial loans
Pass13,114 214,727 210,600 159,678 97,254 242,322 21,772 — 959,467 
Total Public finance and other commercial loans13,114 214,727 210,600 159,678 97,254 242,322 21,772 — 959,467 
Loans$913,813 $3,163,594 $2,541,697 $1,723,708 $657,568 $1,125,881 $2,112,773 $2,427 $12,241,461 
Total current period gross charge-offs$— $275 $189 $128 $66 $411 $— $— $1,069 
December 31, 2022
Term Loans (amortized cost basis by origination year)Revolving loans amortizedRevolving loans converted
20222021202020192018Priorcost basisto termTotal
Commercial and industrial loans
Pass$1,064,687 $531,504 $141,985 $114,999 $43,136 $45,310 $1,302,562 $5,048 $3,249,231 
Special Mention2,164 18,005 11,900 5,727 1,012 2,181 27,702 150 68,841 
Substandard27,512 26,571 5,531 10,606 4,674 567 43,450 143 119,054 
Total Commercial and industrial loans1,094,363 576,080 159,416 131,332 48,822 48,058 1,373,714 5,341 3,437,126 
Agricultural land, production and other loans to farmers
Pass44,446 36,299 35,791 15,296 3,752 28,910 73,402 — 237,896 
Special Mention286 784 — — 281 632 — — 1,983 
Substandard178 — 490 — 94 1,152 — — 1,914 
Total Agricultural land, production and other loans to farmers44,910 37,083 36,281 15,296 4,127 30,694 73,402 — 241,793 
Real estate loans:
Construction
Pass366,414 301,986 117,541 11,428 857 3,224 17,167 — 818,617 
Special Mention16,922 — — — — — — — 16,922 
Substandard31 — — — — 12 — — 43 
Total Construction383,367 301,986 117,541 11,428 857 3,236 17,167 — 835,582 
Commercial real estate, non-owner occupied
Pass560,146 603,254 550,605 168,701 116,859 190,264 31,196 3,803 2,224,828 
Special Mention49,439 4,026 38,268 18,785 11,546 17,992 — — 140,056 
Substandard21,123 8,128 8,026 — 4,442 872 — — 42,591 
Total Commercial real estate, non-owner occupied630,708 615,408 596,899 187,486 132,847 209,128 31,196 3,803 2,407,475 
Commercial real estate, owner occupied
Pass260,725 316,665 330,441 114,015 63,816 81,286 33,123 3,378 1,203,449 
Special Mention7,744 6,125 2,245 3,481 1,210 2,984 1,328 — 25,117 
Substandard3,124 1,214 2,376 1,608 2,920 6,720 — — 17,962 
Total Commercial real estate, owner occupied271,593 324,004 335,062 119,104 67,946 90,990 34,451 3,378 1,246,528 
Residential
Pass758,161 489,301 401,353 114,420 77,768 229,812 5,365 46 2,076,226 
Special Mention2,839 2,924 1,972 513 396 2,588 34 — 11,266 
Substandard1,399 1,824 1,811 805 1,468 1,741 60 55 9,163 
Total Residential762,399 494,049 405,136 115,738 79,632 234,141 5,459 101 2,096,655 
Home equity
Pass40,768 75,670 14,621 1,572 1,348 3,325 486,924 281 624,509 
Special Mention— — — — 115 3,698 — 3,821 
Substandard— 79 — — 65 60 2,098 — 2,302 
Total Home Equity40,768 75,749 14,621 1,572 1,528 3,393 492,720 281 630,632 
Individuals' loans for household and other personal expenditures
Pass67,883 43,639 13,025 5,389 5,830 3,775 35,091 — 174,632 
Special Mention178 134 77 33 28 17 16 — 483 
Substandard— — 84 — — 96 
Total Individuals' loans for household and other personal expenditures68,062 43,773 13,105 5,422 5,942 3,800 35,107 — 175,211 
Public finance and other commercial loans
Pass187,125 212,702 165,019 98,687 43,760 204,719 20,880 — 932,892 
Total Public finance and other commercial loans187,125 212,702 165,019 98,687 43,760 204,719 20,880 — 932,892 
Loans$3,483,295 $2,680,834 $1,843,080 $686,065 $385,461 $828,159 $2,084,096 $12,904 $12,003,894 
The tables below present the amortized cost basis of collateral dependent loans by loan class and their respective collateral type, which are individually evaluated to determine expected credit losses. Commercial and Industrial collateral dependent loans and related allowance increased $8.9 million and $5.6 million, respectively, for the three months ended March 31, 2023. The total increase in the collateral dependent balance was offset by a decrease in the commercial real estate, non-owner occupied segment of $3.6 million for the three months ended March 31, 2023.
March 31, 2023
Commercial Real EstateResidential Real EstateOtherTotal Allowance on Collateral Dependent Loans
Commercial and industrial loans$— $— $50,996 $50,996 $13,937 
Real estate loans:
Construction— 10 — 10 
Commercial real estate, non-owner occupied22,908 — — 22,908 1,656 
Commercial real estate, owner occupied6,396 — — 6,396 361 
Residential— 1,588 — 1,588 253 
Home equity— 283 — 283 42 
Loans$29,304 $1,881 $50,996 $82,181 $16,250 


December 31, 2022
Commercial Real EstateResidential Real EstateOtherTotal Allowance on Collateral Dependent Loans
Commercial and industrial loans$— $— $42,101 $42,101 $8,367 
Real estate loans:
Construction— 10 — 10 
Commercial real estate, non-owner occupied26,534 — — 26,534 2,064 
Commercial real estate, owner occupied6,986 — — 6,986 776 
Residential— 2,382 — 2,382 260 
Home equity— 289 — 289 44 
Loans$33,520 $2,681 $42,101 $78,302 $11,512 
Summary 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 periods indicated:
March 31, 2023
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$3,480,761 $4,438 $9,995 $7,010 $3,502,204 $4,631 
Agricultural land, production and other loans to farmers219,571 — — 27 219,598 — 
Real estate loans:
Construction957,367 3,612 — — 960,979 — 
Commercial real estate, non-owner occupied2,353,426 7,154 3,891 10,939 2,375,410 797 
Commercial real estate, owner occupied1,231,113 3,757 7,444 1,803 1,244,117 1,588 
Residential2,170,577 6,667 2,759 5,940 2,185,943 — 
Home equity615,199 2,626 2,214 1,315 621,354 16 
Individuals' loans for household and other personal expenditures171,336 408 633 12 172,389 — 
Public finance and other commercial loans959,258 209 — — 959,467 — 
Loans$12,158,608 $28,871 $26,936 $27,046 $12,241,461 $7,032 


December 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$3,429,314 $4,904 $434 $2,474 $3,437,126 $1,147 
Agricultural land, production and other loans to farmers241,739 — — 54 241,793 — 
Real estate loans:
Construction832,716 2,436 418 12 835,582 — 
Commercial real estate, non-owner occupied2,395,495 5,946 881 5,153 2,407,475 264 
Commercial real estate, owner occupied1,241,714 4,495 — 319 1,246,528 — 
Residential2,079,959 8,607 2,278 5,811 2,096,655 — 
Home equity624,543 2,206 1,782 2,101 630,632 326 
Individuals' loans for household and other personal expenditures174,629 343 142 97 175,211 — 
Public finance and other commercial loans932,778 114 — — 932,892 — 
Loans$11,952,887 $29,051 $5,935 $16,021 $12,003,894 $1,737 
Summary 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, 2023December 31, 2022
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$11,051 $856 $3,292 $481 
Agricultural land, production and other loans to farmers64 — 54 — 
Real estate loans:
Construction— — 12 — 
Commercial real estate, non-owner occupied16,550 1,830 19,374 280 
Commercial real estate, owner occupied2,926 2,236 3,550 2,784 
Residential14,154 — 13,685 702 
Home equity1,811 — 2,247 — 
Individuals' loans for household and other personal expenditures20 — 110 — 
Loans$46,576 $4,922 $42,324 $4,247 
Summary of Modified Loans The following table presents the amortized cost basis of loans at March 31, 2023 that were both experiencing financial difficulty and modified during the three months ended March 31, 2023, by class and by type of modification. The percentage of the amortized cost basis of loans that were modified to borrowers in financial distress as compared to the amortized cost basis of each class of financing receivable is also presented below.
Loan Modifications Made to Borrowers Experiencing Financial Difficulty
Term ExtensionCombination Interest Rate Reduction & Term Extension% of Total Class of Financing Receivable
Commercial and industrial loans$9,224 $— 0.26 %
Agricultural land, production and other loans to farmers37 — 0.02 %
Real estate loans:
Construction17 — — %
Commercial Real Estate, Non Owner Occupied97 5,966 0.26 %
Commercial Real Estate, Owner Occupied10,822 82 0.88 %
Total$20,197 $6,048 
The following table presents the financial effect of the loan modifications presented above to borrowers experiencing financial difficulty for the three months ended March 31, 2023.

Financial Effect of Loan Modifications
Term ExtensionCombination Interest Rate Reduction & Term Extension
Commercial and industrial loans
Added a weighted average life of 4 months to the life of the loans, which reduced monthly payment amounts for the borrowers.
Agricultural land, production and other loans to farmers
Added a weighted average life of 60 months to the life of the loans, which reduced monthly payment amounts for the borrowers.
Real estate loans:
Construction
Added a weighted average life of 24 months to the life of the loans, which reduced monthly payment amounts for the borrowers.
Commercial Real Estate, Non Owner Occupied
Added a weighted average life of 12 months to the life of the loans, which reduced monthly payment amounts for the borrowers.
Reduced the weighted average contractual interest rate from 7.81 percent to 7.40 percent. Added a weighted average 41 months to the life of loans, which reduced monthly payment amounts for the borrowers.
Commercial Real Estate, Owner Occupied
Added a weighted average life of 9 months to the life of the loans, which reduced monthly payment amounts for the borrowers.
Reduced the weighted average contractual interest rate from 10.25 percent to 6.61 percent. Added a weighted average 114 months to the life of loans, which reduced monthly payment amounts for the borrowers.
The following table presents the amortized cost basis of loans that had a payment default and were modified during the three months ended March 31, 2023 due to the borrowers experiencing financial difficulty. At this time, all of the modifications are current.

Payment Status
Current
Commercial and industrial loans$9,224 
Agricultural land, production and other loans to farmers37 
Real estate loans:
Construction17 
Commercial Real Estate, Non Owner Occupied6,063 
Commercial Real Estate, Owner Occupied10,904 
Total$26,245 
Schedule of Purchased Credit Deteriorated Loans The carrying amount of those loans is shown in the table below:
Level One
Purchase price of loans at acquisition$41,347 
CECL Day 1 PCD ACL 16,599 
Par value of acquired loans at acquisition$57,946 
Summary 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, 2023 and 2022:
Three Months Ended March 31, 2023
CommercialCommercial Real EstateConstructionConsumer & ResidentialTotal
Allowance for credit losses
Balances, December 31, 2022$102,216 $46,839 $28,955 $45,267 $223,277 
Provision for credit losses(1,199)(583)(384)2,166 — 
Recoveries on loans530 56 — 258 844 
Loans charged off(243)(4)— (822)(1,069)
Balances, March 31, 2023$101,304 $46,308 $28,571 $46,869 $223,052 

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 
Summary of Financial Instruments with Off-balance Sheet Risk
Financial instruments with off-balance sheet risk were as follows:
March 31, 2023December 31, 2022
Amounts of commitments:
Loan commitments to extend credit$5,075,753 $4,950,724 
Standby letters of credit$42,898 $40,784 
Summary of Allowance for Credit Losses, Off-balance Sheet
The table below reflects the total allowance for credit losses for the off-balance sheet commitment for March 31, 2023 and 2022:
Three Months Ended
March 31, 2023
Balances, December 31, 2022$23,300 
Provision for credit losses— 
Balances, March 31, 2023$23,300 

Three Months Ended
March 31, 2022
Balances, December 31, 2021$20,500 
Provision for credit losses— 
Balances, March 31, 2022$20,500