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Loans and Allowance (Tables)
9 Months Ended
Sep. 30, 2021
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:
September 30, 2021December 31, 2020
Commercial and industrial loans$2,573,615 $2,776,699 
Agricultural land, production and other loans to farmers240,686 281,884 
Real estate loans:
Construction521,889 484,723 
Commercial real estate, non-owner occupied2,150,387 2,220,949 
Commercial real estate, owner occupied952,441 958,501 
Residential1,154,373 1,234,741 
Home equity531,307 508,259 
Individuals' loans for household and other personal expenditures135,093 129,479 
Public finance and other commercial loans781,785 647,939 
Loans$9,041,576 $9,243,174 
Schedule of credit quality and collateral 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 September 30, 2021 with an origination year of 2021 and 2020 include PPP loans of $182.2 million and $15.9 million, respectively.


Term Loans (amortized cost basis by origination year)
20212020201920182017PriorRevolving loans amortized cost basisRevolving loans converted to termTotal
Commercial and industrial loans
Pass$795,366 $458,425 $188,155 $74,791 $24,767 $41,419 $884,233 $— $2,467,156 
Special Mention10,551 27,059 211 992 2,032 2,026 17,466 — 60,337 
Substandard5,912 2,327 6,058 2,948 480 776 27,621 — 46,122 
Total Commercial and industrial loans$811,829 $487,811 $194,424 $78,731 $27,279 $44,221 $929,320 $— $2,573,615 
Agricultural land, production and other loans to farmers
Pass37,000 48,740 23,447 9,152 7,451 39,875 63,254 — 228,919 
Special Mention84 1,561 — — — 391 274 — 2,310 
Substandard719 538 137 1,798 — 2,925 3,340 — 9,457 
Total Agricultural land, production and other loans to farmers$37,803 $50,839 $23,584 $10,950 $7,451 $43,191 $66,868 $— $240,686 
Real estate loans:
Construction
Pass132,653 202,455 114,065 31,056 2,229 2,559 15,671 500,688 
Special Mention20,839 275 — — — — — — 21,114 
Substandard— 25 — 62 — — — — 87 
Total Construction$153,492 $202,755 $114,065 $31,118 $2,229 $2,559 $15,671 $— $521,889 
Commercial real estate, non-owner occupied
Pass455,140 740,465 228,864 132,584 127,045 156,901 26,696 — 1,867,695 
Special Mention52,739 172,621 — 98 — 2,698 — — 228,156 
Substandard19,437 25,983 180 1,169 7,477 290 — — 54,536 
Total Commercial real estate, non-owner occupied$527,316 $939,069 $229,044 $133,851 $134,522 $159,889 $26,696 $— $2,150,387 
Commercial real estate, owner occupied
Pass221,409 423,411 99,381 45,467 49,800 58,497 32,468 — 930,433 
Special Mention1,548 6,064 745 1,604 — 1,326 149 — 11,436 
Substandard1,687 4,565 — 53 2,413 1,854 — — 10,572 
Total Commercial real estate, owner occupied$224,644 $434,040 $100,126 $47,124 $52,213 $61,677 $32,617 $— $952,441 
Residential
Pass263,658 381,258 115,505 80,009 60,398 235,365 4,306 44 1,140,543 
Special Mention874 1,131 464 27 229 2,200 — 4,930 
Substandard1,103 3,134 105 1,267 109 3,182 — — 8,900 
Total Residential$265,635 $385,523 $116,074 $81,303 $60,736 $240,747 $4,311 $44 $1,154,373 
Home equity
Pass68,318 21,473 2,315 2,374 1,419 3,982 427,901 195 527,977 
Special Mention— 87 — — 17 1,378 — 1,491 
Substandard472 — — — 94 200 1,073 — 1,839 
Total Home Equity$68,790 $21,560 $2,315 $2,383 $1,513 $4,199 $430,352 $195 $531,307 
Individuals' loans for household and other personal expenditures
Pass41,367 30,506 17,797 13,132 2,657 5,684 23,659 — 134,802 
Special Mention31 101 65 45 15 11 — 275 
Substandard— — — — 13 — — 16 
Total Individuals' loans for household and other personal expenditures$41,398 $30,610 $17,862 $13,177 $2,664 $5,712 $23,670 $— $135,093 
Public finance and other commercial loans
Pass203,809 179,913 100,892 39,236 107,674 129,488 20,773 — 781,785 
Total Public finance and other commercial loans$203,809 $179,913 $100,892 $39,236 $107,674 $129,488 $20,773 $— $781,785 
Loans$2,334,716 $2,732,120 $898,386 $437,873 $396,281 $691,683 $1,550,278 $239 $9,041,576 
December 31, 2020
Commercial
Pass
Commercial
Special
Mention
Commercial SubstandardCommercial
Doubtful
Commercial LossConsumer PerformingConsumer
Non-Performing
Total
Commercial and industrial loans$2,562,077 $117,503 $97,119 $— $— $— $— $2,776,699 
Agricultural land, production and other loans to farmers243,991 26,835 9,885 — — 1,173 — 281,884 
Real estate Loans:
Construction446,846 10,445 5,549 — — 21,763 120 484,723 
Commercial real estate, non-owner occupied1,979,827 160,304 80,818 — — — — 2,220,949 
Commercial real estate, owner occupied907,566 17,641 33,294 — — 958,501 
Residential199,338 2,261 7,058 — — 1,020,687 5,397 1,234,741 
Home equity12,714 — 989 — — 492,999 1,557 508,259 
Individuals' loans for household and other personal expenditures— — — — — 129,440 39 129,479 
Public finance and other commercial loans647,939 — — — — — — 647,939 
Loans$7,000,298 $334,989 $234,712 $— $— $1,666,062 $7,113 $9,243,174 
The following table presents the amortized cost basis of collateral dependent loans, which are individually evaluated to determine expected credit losses:
September 30, 2021
Commercial Real EstateResidential Real EstateOtherTotal Allowance on Collateral Dependent Loans
Commercial and industrial loans$— $— $17,450 $17,450 $4,985 
Agricultural land, production and other loans to farmers— — 300 300 — 
Real estate loans:
Construction— 15 — 15 
Commercial real estate, non-owner occupied26,703 — — 26,703 6,463 
Commercial real estate, owner occupied1,846 — — 1,846 21 
Residential— 2,927 — 2,927 327 
Home equity— 402 — 402 66 
Loans$28,549 $3,344 $17,750 $49,643 $11,863 
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:
September 30, 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$2,554,111 $2,667 $507 $16,330 $2,573,615 $
Agricultural land, production and other loans to farmers240,660 — — 26 240,686 — 
Real estate loans:
Construction521,889 — — — 521,889 — 
Commercial real estate, non-owner occupied2,142,055 4,698 424 3,210 2,150,387 — 
Commercial real estate, owner occupied950,676 393 1,017 355 952,441 — 
Residential1,147,965 2,982 1,195 2,231 1,154,373 111 
Home equity528,760 1,197 355 995 531,307 43 
Individuals' loans for household and other personal expenditures134,801 233 43 16 135,093 
Public finance and other commercial loans781,785 — — — 781,785 — 
Loans$9,002,702 $12,170 $3,541 $23,163 $9,041,576 $157 


December 31, 2020
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$2,761,473 $5,866 $6,571 $2,789 $2,776,699 $594 
Agricultural land, production and other loans to farmers280,615 146 226 897 281,884 — 
Real estate loans:
Construction484,706 — 17 — 484,723 — 
Commercial real estate, non-owner occupied2,184,681 2,525 2,109 31,634 2,220,949 — 
Commercial real estate, owner occupied951,561 4,854 180 1,906 958,501 — 
Residential1,226,779 3,269 1,429 3,264 1,234,741 133 
Home equity503,596 2,644 559 1,460 508,259 19 
Individuals' loans for household and other personal expenditures129,049 334 96 — 129,479 — 
Public finance and other commercial loans647,939 — — — 647,939 — 
Loans$9,170,399 $19,638 $11,187 $41,950 $9,243,174 $746 
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:

September 30, 2021December 31, 2020
Non-Accrual LoansNon-Accrual Loans with no Allowance for Credit LossesNon-Accrual Loans
Commercial and industrial loans$16,817 $628 $2,329 
Agricultural land, production and other loans to farmers119 — 1,012 
Real estate loans:
Construction15 — 123 
Commercial real estate, non-owner occupied26,176 3,816 46,316 
Commercial real estate, owner occupied1,002 545 3,040 
Residential5,556 797 6,517 
Home equity1,804 — 2,095 
Individuals' loans for household and other personal expenditures13 — 39 
Loans$51,502 $5,786 $61,471 
Schedules of troubled debt restructurings
The following tables summarize troubled debt restructures in the Corporation's loan portfolio that occurred during the three months and nine months ended September 30, 2021 and 2020, respectively.

Three Months Ended September 30, 2021
Pre- Modification Recorded BalanceTerm ModificationRate ModificationPost - Modification Recorded BalanceNumber of Loans
Real estate loans:
Construction$16 $— $16 $16 1
Commercial real estate, non owner occupied12,922 12,976 — 12,976 1
Total$12,938 $12,976 $16 $12,992 2

Three Months Ended September 30, 2020
Pre- Modification Recorded BalanceTerm ModificationRate ModificationPost - Modification Recorded BalanceNumber of Loans
Real estate loans:
Residential$2,314 $2,275 $51 $2,326 30
Home Equity307212 95 3072
Individuals' loans for household and other personal expenditures1919— 192
Total$2,640 $2,506 $146 $2,652 34 

Nine Months Ended September 30, 2021
Pre- Modification Recorded BalanceTerm ModificationRate ModificationCombinationPost - Modification Recorded BalanceNumber of Loans
Commercial and industrial loans$348 $348 $— $— $348 2
Real estate loans:
Construction16 — 16— 161
Commercial real estate, non owner occupied12,922 12,976 — — 12,976 1
Commercial real estate, owner occupied21— — 21211
Residential6914491261186939
Total$13,998 $13,773 $142 $139 $14,054 14 
Nine Months Ended September 30, 2020
Pre- Modification Recorded BalanceTerm ModificationRate ModificationCombinationPost - Modification Recorded BalanceNumber of Loans
Commercial and industrial loans$654 $654 $— $— $654 3
Agricultural land, production and other loans to farmers458458— — 4581
Real estate loans:
Commercial real estate, owner occupied107107— — 1071
Residential2,614 2,276 1632242,663 36
Home Equity30721196— 3072
Individuals' loans for household and other personal expenditures1919— — 192
Total$4,159 $3,725 $259 $224 $4,208 45 
The following tables summarize troubled debt restructures that occurred during the twelve months ended September 30, 2021 and 2020, 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 September 30, 2021Nine Months Ended September 30, 2021
Number of LoansRecorded BalanceNumber of LoansRecorded Balance
Commercial and industrial loans$160 $160 
Real estate loans:    
Residential599 599 
Total$759 $759 


Three Months Ended September 30, 2020Nine Months Ended September 30, 2020
Number of LoansRecorded BalanceNumber of LoansRecorded Balance
Commercial and industrial loans$317 $585 
Real estate loans:    
Commercial real estate, non owner occupied106 106 
Total$423 $691 
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 and nine months ended September 30, 2021:

Three Months Ended September 30, 2021
CommercialCommercial Real EstateConstructionConsumer & ResidentialTotal
Allowance for credit losses
Balances, June 30, 2021$63,681 $72,701 $17,077 $46,316 $199,775 
Provision for credit losses3,496 (3,850)567 (213)— 
Recoveries on loans204 370 — 261 835 
Loans charged off(137)(115)(4)(382)(638)
Balances, September 30, 2021$67,244 $69,106 $17,640 $45,982 $199,972 


Nine Months Ended September 30, 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 losses666 (2,709)(1,444)— — 3,487 — 
Recoveries on loans544 567 — — 829 1,941 
Loans charged off(1,105)(4,463)(6)— — (1,098)(6,672)
Balances, September 30, 2021$67,244 $69,106 $17,640 $— $— $45,982 $199,972 


Allowance for Loan Losses under prior GAAP ("Incurred Loss Model")

Prior to the adoption of ASU No. 2016-13, Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments on January 1, 2021, the Corporation maintained an allowance for loan losses in accordance with the incurred loss model as disclosed in the Corporation's 2020 Annual Report on Form 10-K.

The following tables summarize changes in the allowance for loan losses by loan segment for the three and nine months ended September 30, 2020:
Three Months Ended September 30, 2020
 CommercialCommercial
Real Estate
ConsumerResidentialTotal
Allowance for loan losses:    
Balances, June 30, 2020$44,678 $46,918 $8,445 $21,078 $121,119 
Provision for losses7,299 2,990 971 1,284 12,544 
Recoveries on loans197 46 54 130 427 
Loans charged off(6,827)— (92)(445)(7,364)
Balances, September 30, 2020$45,347 $49,954 $9,378 $22,047 $126,726 

 Nine Months Ended September 30, 2020
 CommercialCommercial
Real Estate
ConsumerResidentialTotal
Allowance for loan losses:     
Balances, December 31, 2019$32,902 $28,778 $4,035 $14,569 $80,284 
Provision for losses19,240 21,129 5,678 8,144 54,191 
Recoveries on loans746 271 152 248 1,417 
Loans charged off(7,541)(224)(487)(914)(9,166)
Balances, September 30, 2020$45,347 $49,954 $9,378 $22,047 $126,726 
Schedule of allowance for credit losses and loan portfolio by loan segment The table below shows the Corporation’s allowance for loan losses under the incurred loss model and loan portfolio by loan segment as of December 31, 2020.
 December 31, 2020
 CommercialCommercial
Real Estate
ConsumerResidentialTotal
Allowance Balances:     
Individually evaluated for impairment$223 $12,246 $— $432 $12,901 
Collectively evaluated for impairment46,892 38,824 9,648 22,383 117,747 
Total Allowance for Loan Losses$47,115 $51,070 $9,648 $22,815 $130,648 
Loan Balances:     
Individually evaluated for impairment$1,258 $51,605 $$3,291 $56,156 
Collectively evaluated for impairment3,505,863 3,805,808 129,477 1,739,709 9,180,857 
Loans acquired with deteriorated credit quality577 5,584 — — 6,161 
Loans$3,507,698 $3,862,997 $129,479 $1,743,000 $9,243,174 
Schedule of composition of impaired loans by loan class
The following tables show the composition of the Corporation’s impaired loans, related allowance under the incurred loss model and interest income recognized while impaired by loan class as of the periods indicated:
 December 31, 2020
 Unpaid
Principal
Balance
Recorded
Investment
Related
Allowance
Impaired loans with no related allowance:   
Commercial and industrial loans$1,059 $991 $— 
Real estate Loans:
Commercial real estate, non-owner occupied4,958 4,694 — 
Commercial real estate, owner occupied 2,125 1,310 — 
Residential957 816 — 
Individuals' loans for household and other personal expenditures— 
Total$9,101 $7,813 $— 
Impaired loans with related allowance:   
Commercial and industrial loans$268 $268 $223 
Agricultural land, production and other loans to farmers640 562 
Real estate Loans:  
Commercial real estate, non-owner occupied44,016 43,715 11,686 
Commercial real estate, owner occupied2,061 1,323 557 
Residential2,041 2,014 352 
Home equity487 461 80 
Total$49,513 $48,343 $12,901 
Total Impaired Loans$58,614 $56,156 $12,901 


 Three Months Ended September 30, 2020Nine Months Ended September 30, 2020
 Average
Recorded Investment
Interest
Income Recognized
Average
Recorded Investment
Interest
Income Recognized
Impaired loans with no related allowance:    
Commercial and industrial loans$8,625 $— $9,225 $— 
Real estate Loans:
Commercial and farmland10,812 37 11,059 113 
Residential58 59 
Individuals' loans for household and other personal expenditures— — 
Total$19,498 $38 $20,346 $115 
Impaired loans with related allowance:
Commercial and industrial loans$1,018 $— $1,018 $— 
Real estate Loans:
Commercial and farmland33,390 — 33,543 — 
Residential2,921 18 2,951 53 
Home equity482 488 11 
Total$37,811 $22 $38,000 $64 
Total Impaired Loans$57,309 $60 $58,346 $179 
Schedule of financial instruments with off-balance sheet risk
Financial instruments with off-balance sheet risk were as follows:
September 30, 2021December 31, 2020
Amounts of commitments:
Loan commitments to extend credit$3,938,075 $3,443,514 
Standby letters of credit$33,986 $29,555 
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
September 30, 2021
Balances, June 30, 2021$20,500 
Provision for credit losses— 
Balances, September 30, 2021$20,500