Loans and Allowance for Credit Losses | 90 Days or More Past Due Commercial and industrial loans $ 3,429,314 $ 4,904 $ 434 $ 2,474 $ 3,437,126 $ 1,147 Agricultural land, production and other loans to farmers 241,739 — — 54 241,793 — Real estate loans: Construction 832,716 2,436 418 12 835,582 — Commercial real estate, non-owner occupied 2,395,495 5,946 881 5,153 2,407,475 264 Commercial real estate, owner occupied 1,241,714 4,495 — 319 1,246,528 — Residential 2,079,959 8,607 2,278 5,811 2,096,655 — Home equity 624,543 2,206 1,782 2,101 630,632 326 Individuals' loans for household and other personal expenditures 174,629 343 142 97 175,211 — Public finance and other commercial loans 932,778 114 — — 932,892 — Loans $ 11,952,887 $ 29,051 $ 5,935 $ 16,021 $ 12,003,894 $ 1,737 December 31, 2021 Current 30-59 Days 60-89 Days 90 Days or More Past Due Total Loans > 90 Days or More Past Due Commercial and industrial loans $ 2,708,539 $ 2,602 $ 2,437 $ 987 $ 2,714,565 $ 675 Agricultural land, production and other loans to farmers 246,380 36 — 26 246,442 — Real estate loans: Construction 522,349 717 — — 523,066 — Commercial real estate, non-owner occupied 2,124,853 3,327 — 7,279 2,135,459 — Commercial real estate, owner occupied 985,785 643 — 292 986,720 — Residential 1,148,294 3,979 4,255 2,599 1,159,127 — Home equity 518,643 3,327 281 1,503 523,754 288 Individuals' loans for household and other personal expenditures 145,634 375 83 — 146,092 — Public finance and other commercial loans 806,636 — — — 806,636 — Loans $ 9,207,113 $ 15,006 $ 7,056 $ 12,686 $ 9,241,861 $ 963 Loans are reclassified to a non-accruing status when, in management’s judgment, the collateral value and financial condition of the borrower do not justify accruing interest. At the time the accrual is discontinued, all unpaid accrued interest is reversed against earnings. Interest income accrued in the prior year, if any, is charged to the allowance for credit losses. Payments subsequently received on non-accrual loans are applied to principal. A loan is returned to accrual status when principal and interest are no longer past due and collectability is probable, typically after a minimum of six consecutive months of performance. The following table summarizes the Corporation’s non-accrual loans by loan class for the periods indicated: December 31, 2022 December 31, 2021 Non-Accrual Loans Non-Accrual Loans with no Allowance for Credit Losses Non-Accrual Loans Non-Accrual Loans with no Allowance for Credit Losses Commercial and industrial loans $ 3,292 $ 481 $ 7,598 $ 263 Agricultural land, production and other loans to farmers 54 — 631 524 Real estate loans: Construction 12 — 685 — Commercial real estate, non-owner occupied 19,374 280 23,029 6,133 Commercial real estate, owner occupied 3,550 2,784 411 — Residential 13,685 702 9,153 2,160 Home equity 2,247 — 1,552 — Individuals' loans for household and other personal expenditures 110 — 3 — Loans $ 42,324 $ 4,247 $ 43,062 $ 9,080 Interest income on non-accrual loans is recognized only to the extent that cash payments are received in excess of principal due. There was no interest income recognized on non-accrual loans for the twelve months ended December 31, 2022 and 2021, respectively. Determining fair value for collateral dependent loans requires obtaining a current independent appraisal of the collateral and applying a discount factor, which includes selling costs if applicable, to the value. The fair value of real estate is generally based on appraisals by qualified licensed appraisers. The appraisers typically determine the value of the real estate by utilizing an income or market valuation approach. If an appraisal is not available, the fair value may be determined by using a cash flow analysis. Fair value on other collateral such as business assets is typically ascertained by assessing, either singularly or some combination of, asset appraisals, accounts receivable aging reports, inventory listings and or customer financial statements. Both appraised values and values based on borrower’s financial information are discounted as considered appropriate based on age and quality of the information and current market conditions. The following tables 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, for December 31, 2022 and 2021. The increase in collateral dependent loans of $38.8 million between 2022 and 2021, which is mostly in the commercial and industrial loan class, is primarily related to loans from the acquisition of Level One. December 31, 2022 Commercial Real Estate Residential Real Estate Other Total Allowance on Collateral Dependent Loans Commercial and industrial loans $ — $ — $ 42,101 $ 42,101 $ 8,367 Real estate loans: Construction — 10 — 10 1 Commercial real estate, non-owner occupied 26,534 — — 26,534 2,064 Commercial real estate, owner occupied 6,986 — — 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 December 31, 2021 Commercial Real Estate Residential Real Estate Other Total Allowance on Collateral Dependent Loans Commercial and industrial loans $ — $ — $ 8,075 $ 8,075 $ 2,672 Agricultural land, production and other loans to farmers 524 — 251 775 — Real estate loans: Construction — 685 — 685 82 Commercial real estate, non-owner occupied 23,652 — — 23,652 5,510 Commercial real estate, owner occupied 1,044 — — 1,044 — Residential — 4,906 — 4,906 305 Home equity — 394 — 394 64 Loans $ 25,220 $ 5,985 $ 8,326 $ 39,531 $ 8,633 In certain loan restructuring situations, the Corporation may grant a concession to a debtor experiencing financial difficulty, resulting in a troubled debt restructuring. A concession is deemed to be granted when, as a result of the restructuring, the Corporation does not expect to collect all original amounts due, including interest accrued at the original contract rate. If the payment of principal at original maturity is primarily dependent on the value of collateral, the current value of the collateral is considered in determining whether the principal will be repaid. The following tables summarize troubled debt restructures in the Corporation's loan portfolio that occurred during the twelve months ended December 31, 2022 and 2021, respectively. Twelve Months Ended December 31, 2022 Pre- Modification Recorded Balance Term Modification Rate Modification Post - Modification Recorded Balance Number of Loans Commercial and industrial loans $ 61 $ 62 $ — $ 62 1 Real estate loans: Residential 53 — 56 56 1 Total $ 114 $ 62 $ 56 $ 118 2 Twelve Months Ended December 31, 2021 Pre- Modification Recorded Balance Term Modification Rate Modification Combination Post - Modification Recorded Balance Number of Loans Commercial and industrial loans $ 348 $ 348 $ — $ — $ 348 2 Real estate loans: Construction 16 — 16 — 16 1 Commercial real estate, non owner occupied 12,922 12,976 12,976 1 Commercial real estate, owner occupied 51 29 — 21 50 2 Residential 691 449 126 118 693 9 Total $ 14,028 $ 13,802 $ 142 $ 139 $ 14,083 15 Loans in the commercial and industrial and residential loan classes made up 52.5 percent and 47.5 percent, respectively, of the post-modification balances of the troubled debt restructured loans that occurred during the twelve months ending December 31, 2022. During the twelve months ended December 31, 2021, commercial real estate, non owner occupied made up 92.1 percent of the post-modification balance of the troubled debt restructured loans that occurred in the period. The following table summarizes troubled debt restructures that occurred during the twelve months ended December 31, 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. None of the troubled debt restructures that occurred during the twelve months ended December 31, 2022 resulted in a subsequent default that remained in default at period end. Twelve Months Ended December 31, 2021 Number of Loans Recorded Balance Real estate loans: Residential 5 $ 475 Total 5 $ 475 Commercial troubled debt restructured loans risk graded special mention, substandard, doubtful and loss are individually evaluated for apparent loss and may result in a specific reserve allocation in the allowance for credit loss. Commercial troubled debt restructures that are not individually evaluated for a specific reserve are included in the calculation of allowance for credit losses through the loan segment loss analysis. For all consumer loan modifications, an evaluation to identify if a troubled debt restructure has occurred is performed prior to making the modification. Any subsequent deterioration is addressed through the charge-off process or through a specific reserve allocation included in the allowance for credit loss. Consumer troubled debt restructures that are not individually evaluated for a specific reserve are included in the calculation of the allowance for credit losses through the loan segment loss analysis. Consumer loans secured by residential real estate properties for which formal foreclosure proceedings are in process totaled $2.6 million and $4.2 million at December 31, 2022 and December 31, 2021, respectively. Purchased Credit Deteriorated Loans The Corporation acquired Level One on April 1, 2022 and performed an evaluation of the loan portfolio in which there were loans that, at acquisition, had more than an insignificant amount of credit quality deterioration. 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 Allowance for Credit Losses on Loans The Allowance for Credit Losses on Loans ("ACL - Loans") is a valuation account that is deducted from the amortized cost basis of loans to present the net amount expected to be collected on loans over the contractual term. The ACL - Loans is adjusted by the provision for credit losses, which is reported in earnings, and reduced by charge offs for loans, net or recoveries. Provision for credit losses on loans reflects the totality of actions taken on all loans for a particular period including any necessary increases or decreases in the allowance related to changes in credit loss expectations associated with specific loans or pools of loans. Loans are charged off against the allowance when the uncollectibility of the loan is confirmed. Expected recoveries do not exceed the aggregate of amounts previously charged off and expected to be charged off. The allowance represents the Corporation’s best estimate of current expected credit losses on loans using relevant available information, from internal and external sources, related to past events, current conditions, and reasonable and supportable forecasts. Historical credit loss experience provides the basis for the estimation of expected credit losses. The current expected credit loss ("CECL") calculation is performed and evaluated quarterly and losses are estimated over the expected life of the loan. The level of the allowance for credit losses is believed to be adequate to absorb all expected future losses inherent in the loan portfolio at the measurement date. In calculating the allowance for credit losses, the loan portfolio was pooled into ten loan segments with similar risk characteristics. Common characteristics include the type or purpose of the loan, underlying collateral and historical/expected credit loss patterns. In developing the loan segments, the Corporation analyzed the degree of correlation in how loans within each portfolio respond when subjected to varying economic conditions and scenarios as well as other portfolio stress factors. The expected credit losses are measured over the life of each loan segment utilizing the Probability of Default / Loss Given Default methodology combined with economic forecast models to estimate the current expected credit loss inherent in the loan portfolio. This approach is also leveraged to estimate the expected credit losses associated with unfunded loan commitments incorporating expected utilization rates. The Corporation sub-segmented certain commercial portfolios by risk level and certain consumer portfolios by delinquency status where appropriate. The Corporation utilized a four-quarter reasonable and supportable economic forecast period followed by a six-quarter, straight-line reversion period to the historical macroeconomic mean for the remaining life of the loans. Econometric modeling was performed using historical default rates and a selection of economic forecast scenarios published by Moody’s to develop a range of estimated credit losses for which to determine the best credit loss estimate within. Macroeconomic factors utilized in the modeling process include the national unemployment rate, BBB US corporate index, CRE price index and the home price index. The Corporation qualitatively adjusts model results for risk factors that are not inherently considered in the quantitative modeling process, but are nonetheless relevant in assessing the expected credit losses within the loan portfolio. These adjustments may increase or decrease the estimate of expected credit losses based upon the assessed level of risk for each qualitative factor. The various risks that may be considered in making qualitative adjustments include, among other things, the impact of (i) changes in the nature and volume of the loan portfolio, (ii) changes in the existence, growth and effect of any concentrations in credit, (iii) changes in lending policies and procedures, including changes in underwriting standards and practices for collections, write-offs, and recoveries, (iv) changes in the quality of the credit review function, (v) changes in the experience, ability and depth of lending management and staff, and (vi) other environmental factors of a borrower such as regulatory, legal and technological considerations, as well as competition. In some cases, management may determine that an individual loan exhibits unique risk characteristics which differentiate the loan from other loans within the loan segments. In such cases, the loans are evaluated for expected credit losses on an individual basis and excluded from the collective evaluation. Specific reserve allocations of the allowance for credit losses are determined by analyzing the borrower’s ability to repay amounts owed, collateral deficiencies, the relative risk grade of the loan and economic conditions affecting the borrower’s industry, among other things. A loan is considered to be collateral dependent when, based upon management's assessment, the borrower is experiencing financial difficulty and repayment is expected to be provided substantially through the operation or sale of the collateral. In such cases, expected credit losses are based on the fair value of the collateral at the measurement date, adjusted for estimated selling costs if satisfaction of the loan depends on the sale of the collateral. The fair value of collateral supporting collateral dependent loans is evaluated on a quarterly basis. No allowance for credit losses has been recognized for PPP loans as such loans are fully guaranteed by the Small Business Administration ("SBA"). The risk characteristics of the Corporation’s portfolio segments are as follows: Commercial Commercial lending is primarily based on the identified cash flows of the borrower and secondarily on the underlying collateral provided by the borrower. The cash flows of borrowers, however, may not be as expected and the collateral securing these loans may fluctuate in value. Most commercial loans are secured by the tangible assets being financed such as equipment or real estate or other business assets such as accounts receivable or inventory and may incorporate a personal guarantee. Other loans may be unsecured, secured but under-collateralized or otherwise made on the basis of the enterprise value of an organization. In the case of loans secured by accounts receivable, the availability of funds for the repayment of these loans may be substantially dependent on the ability of the borrower to collect amounts due from its customers. Commercial real estate Commercial real estate loans are viewed primarily as cash flow loans and secondarily as loans secured by real estate. Commercial real estate lending typically involves higher loan principal amounts and the repayment of these loans is generally dependent on the successful operation of the property securing the loan or the business conducted on the property securing the loan. The Corporation monitors commercial real estate loans based on collateral and risk grade criteria, as well as the levels of owner-occupied versus non-owner occupied loans. Construction Construction loans are underwritten utilizing a combination of tools and techniques including feasibility and market studies, independent appraisals and appraisal reviews, absorption and interest rate sensitivity analysis as well as the financial analysis of the developer and all guarantors. Construction loans are monitored by either in house or third party inspectors limiting advances to a percentage of costs or stabilized project value. These loans frequently involve the disbursement of significant funds with the repayment dependent upon the successful completion and, where necessary, the future stabilization of the project. The predominant inherent risk of this portfolio is associated with the borrower's ability to successfully complete a project on time, within budget and stabilize the projected as originally projected. Consumer and Residential With respect to residential loans that are secured by 1-4 family residences, which are typically owner occupied, the Corporation generally establishes a maximum loan-to-value ratio and requires private mortgage insurance if that ratio is exceeded. Home equity loans are secured by a subordinate interest in 1-4 family residences, and consumer loans are secured by consumer assets such as automobiles or recreational vehicles. Some consumer loans, such as small installment loans and certain lines of credit, are unsecured. Repayment of these loans is primarily dependent on the personal income and credit rating of the borrowers and can also be impacted by changes in property values. Risk is mitigated by the fact that the loans are of smaller individual amounts and spread over a large number of borrowers. The allowance for credit losses increased $27.9 million during the twelve months ended December 31, 2022. The allowance increased primarily due to $16.6 million of allowance for credit losses on PCD loans acquired in the Level One acquisition established through accounting adjustments on the acquisition date. In addition, a provision of $14.0 million was recorded to establish an allowance for credit losses on non-PCD loans acquired in the Level One acquisition. The allowance also had net charge offs of $2.7 million for the twelve months ended December, 31 2022. The following tables summarize changes in the allowance for credit losses by loan segment for the twelve months ended December 31, 2022 and 2021: Twelve Months Ended December 31, 2022 Commercial Commercial Real Estate Construction Consumer & Residential Total Allowance for credit losses Balances, December 31, 2021 $ 69,935 $ 60,665 $ 20,206 $ 44,591 $ 195,397 Provision for credit losses 16,697 (20,425) 6,367 (2,639) — CECL Day 1 non-PCD provision for credit losses 2,957 5,539 871 4,588 13,955 CECL Day 1 PCD ACL 12,970 2,981 648 — 16,599 Recoveries on loans 872 1,096 863 1,096 3,927 Loans charged off (1,215) (3,017) — (2,369) (6,601) Balances. December 31, 2022 $ 102,216 $ 46,839 $ 28,955 $ 45,267 $ 223,277 Twelve Months Ended December 31, 2021 Commercial Commercial Real Estate Construction Consumer Residential Consumer & Residential Total 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 reclassifications 47,115 40,786 10,284 — — 32,463 130,648 Impact of adopting ASC 326 20,024 34,925 8,805 — — 10,301 74,055 Balances, Janua" id="sjs-B4">LOANS AND ALLOWANCE FOR CREDIT LOSSES The Corporation's primary lending focus is small business and middle market commercial, commercial real estate, public finance and residential real estate, which results in portfolio diversification. The following tables show the composition of the loan portfolio and credit quality characteristics by collateral classification, excluding loans held for sale. Loans held for sale at December 31, 2022 and December 31, 2021, were $9.1 million and $11.2 million, respectively. The following table illustrates the composition of the Corporation’s loan portfolio by loan class for the periods indicated: December 31, 2022 December 31, 2021 Commercial and industrial loans $ 3,437,126 $ 2,714,565 Agricultural land, production and other loans to farmers 241,793 246,442 Real estate loans: Construction 835,582 523,066 Commercial real estate, non-owner occupied 2,407,475 2,135,459 Commercial real estate, owner occupied 1,246,528 986,720 Residential 2,096,655 1,159,127 Home equity 630,632 523,754 Individuals' loans for household and other personal expenditures 175,211 146,092 Public finance and other commercial loans 932,892 806,636 Loans $ 12,003,894 $ 9,241,861 The Level One acquisition added $1.6 billion in loans at acquisition, which included $43.5 million of Paycheck Protection Program ("PPP") loans. Additional details of the Level One acquisition are included in NOTE 2. ACQUISITIONS of these Notes to Consolidated Financial Statements. As of December 31, 2022, the Corporation had $4.7 million of PPP loans compared to the December 31, 2021 balance of $106.6 million. Additional details of the PPP are included in NOTE 1. NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES of these Notes to Consolidated Financial Statements. Credit Quality As part of the ongoing monitoring of the credit quality of the Corporation's loan portfolio, management tracks certain credit quality indicators including trends related to: (i) the level of criticized commercial loans, (ii) net charge-offs, (iii) non-performing loans, (iv) covenant failures and (v) the general national and local economic conditions. The Corporation utilizes a risk grading of pass, special mention, substandard, doubtful and loss to assess the overall credit quality of large commercial loans. All large commercial credit grades are reviewed at a minimum of once a year for pass grade loans. Loans with grades below pass are reviewed more frequently depending on the grade. A description of the general characteristics of these grades is as follows: • Pass - Loans that are considered to be of acceptable credit quality. • Special Mention - Loans which possess some credit deficiency or potential weakness, which deserves close attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the asset or in the Corporation's credit position at some future date. Special mention assets are not adversely classified and do not expose the Corporation to sufficient risk to warrant adverse classification. • Substandard - A substandard loan is inadequately protected by the current net worth and paying capacity of the obligor or of the collateral pledged, if any. Assets so classified have a well-defined weakness that jeopardizes the liquidation of the debt. They are characterized by the distinct possibility that the Corporation will sustain some loss if the deficiencies are not corrected. • Doubtful - Loans that have all of the weaknesses of those classified as Substandard. However, based on currently existing facts, conditions and values, these weaknesses make full collection of principal highly questionable and improbable. • Loss – Loans that are considered uncollectible and of such little value that continuing to carry them as an asset is not warranted. Loans will be classified as Loss when it is neither practical or desirable to defer writing off or reserving all or a portion of a basically worthless asset, even though partial recovery may be possible at some time in the future. 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 December 31, 2022 include PPP loans with an origination year of 2021 and 2020 of $4.6 million and $102,000, 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. December 31, 2022 Term Loans (amortized cost basis by origination year) 2022 2021 2020 2019 2018 Prior Revolving loans amortized cost basis Revolving loans converted to term Total 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 Mention 2,164 18,005 11,900 5,727 1,012 2,181 27,702 150 68,841 Substandard 27,512 26,571 5,531 10,606 4,674 567 43,450 143 119,054 Total Commercial and industrial loans 1,094,363 576,080 159,416 131,332 48,822 48,058 1,373,714 5,341 3,437,126 Agricultural land, production and other loans to farmers Pass 44,446 36,299 35,791 15,296 3,752 28,910 73,402 — 237,896 Special Mention 286 784 — — 281 632 — — 1,983 Substandard 178 — 490 — 94 1,152 — — 1,914 Total Agricultural land, production and other loans to farmers 44,910 37,083 36,281 15,296 4,127 30,694 73,402 — 241,793 Real estate loans: Construction Pass 366,414 301,986 117,541 11,428 857 3,224 17,167 — 818,617 Special Mention 16,922 — — — — — — — 16,922 Substandard 31 — — — — 12 — — 43 Total Construction 383,367 301,986 117,541 11,428 857 3,236 17,167 — 835,582 Commercial real estate, non-owner occupied Pass 560,146 603,254 550,605 168,701 116,859 190,264 31,196 3,803 2,224,828 Special Mention 49,439 4,026 38,268 18,785 11,546 17,992 — — 140,056 Substandard 21,123 8,128 8,026 — 4,442 872 — — 42,591 Total Commercial real estate, non-owner occupied 630,708 615,408 596,899 187,486 132,847 209,128 31,196 3,803 2,407,475 Commercial real estate, owner occupied Pass 260,725 316,665 330,441 114,015 63,816 81,286 33,123 3,378 1,203,449 Special Mention 7,744 6,125 2,245 3,481 1,210 2,984 1,328 — 25,117 Substandard 3,124 1,214 2,376 1,608 2,920 6,720 — — 17,962 Total Commercial real estate, owner occupied 271,593 324,004 335,062 119,104 67,946 90,990 34,451 3,378 1,246,528 Residential Pass 758,161 489,301 401,353 114,420 77,768 229,812 5,365 46 2,076,226 Special Mention 2,839 2,924 1,972 513 396 2,588 34 — 11,266 Substandard 1,399 1,824 1,811 805 1,468 1,741 60 55 9,163 Total Residential 762,399 494,049 405,136 115,738 79,632 234,141 5,459 101 2,096,655 Home equity Pass 40,768 75,670 14,621 1,572 1,348 3,325 486,924 281 624,509 Special Mention — — — — 115 8 3,698 — 3,821 Substandard — 79 — — 65 60 2,098 — 2,302 Total Home Equity 40,768 75,749 14,621 1,572 1,528 3,393 492,720 281 630,632 Individuals' loans for household and other personal expenditures Pass 67,883 43,639 13,025 5,389 5,830 3,775 35,091 — 174,632 Special Mention 178 134 77 33 28 17 16 — 483 Substandard 1 — 3 — 84 8 — — 96 Total Individuals' loans for household and other personal expenditures 68,062 43,773 13,105 5,422 5,942 3,800 35,107 — 175,211 Public finance and other commercial loans Pass 187,125 212,702 165,019 98,687 43,760 204,719 20,880 — 932,892 Total Public finance and other commercial loans 187,125 212,702 165,019 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 December 31, 2021 Term Loans (amortized cost basis by origination year) 2021 2020 2019 2018 2017 Prior Revolving loans amortized cost basis Revolving loans converted to term Total Commercial and industrial loans Pass $ 1,019,757 $ 362,372 $ 144,520 $ 65,165 $ 21,575 $ 30,420 $ 990,335 $ — $ 2,634,144 Special Mention 10,559 11,088 190 730 1,930 1,825 15,026 — 41,348 Substandard 2,811 2,127 7,432 2,932 431 747 22,593 — 39,073 Total Commercial and industrial loans 1,033,127 375,587 152,142 68,827 23,936 32,992 1,027,954 — 2,714,565 Agricultural land, production and other loans to farmers Pass 50,251 45,164 22,195 7,689 6,153 36,074 74,871 — 242,397 Special Mention — 1,543 — — — 252 264 — 2,059 Substandard 524 506 108 371 — 27 450 — 1,986 Total Agricultural land, production and other loans to farmers 50,775 47,213 22,303 8,060 6,153 36,353 75,585 — 246,442 Real estate loans: Construction Pass 215,167 200,169 63,589 979 1,762 2,453 17,201 — 501,320 Special Mention 20,737 270 — — — 46 — — 21,053 Substandard — 693 — — — — — — 693 Total Construction 235,904 201,132 63,589 979 1,762 2,499 17,201 — 523,066 Commercial real estate, non-owner occupied Pass 589,296 688,406 227,332 111,971 103,400 126,837 26,779 — 1,874,021 Special Mention 68,279 149,480 — — — 1,723 — — 219,482 Substandard 19,314 14,912 178 1,118 6,156 278 — — 41,956 Total Commercial real estate, non-owner occupied 676,889 852,798 227,510 113,089 109,556 128,838 26,779 — 2,135,459 Commercial real estate, owner occupied Pass 299,186 392,383 92,338 43,252 46,044 48,571 33,998 — 955,772 Special Mention 5,665 5,953 738 1,532 902 1,301 149 — 16,240 Substandard 7,025 5,763 — 53 113 1,754 — — 14,708 Total Commercial real estate, owner occupied 311,876 404,099 93,076 44,837 47,059 51,626 34,147 — 986,720 Residential Pass 349,726 353,691 103,028 69,745 55,240 210,669 2,955 73 1,145,127 Special Mention 1,034 1,394 1,456 306 172 2,106 — — 6,468 Substandard 1,004 1,575 335 1,248 108 3,257 — 5 7,532 Total Residential 351,764 356,660 104,819 71,299 55,520 216,032 2,955 78 1,159,127 Home equity Pass 63,845 17,556 1,977 2,127 1,250 3,432 427,437 194 517,818 Special Mention — 85 48 — — 24 3,451 — 3,608 Substandard 520 — — 8 91 70 1,639 — 2,328 Total Home Equity 64,365 17,641 2,025 2,135 1,341 3,526 432,527 194 523,754 Individuals' loans for household and other personal expenditures Pass 67,749 23,452 11,893 11,197 2,008 4,928 24,406 — 145,633 Special Mention 79 85 50 33 20 58 134 — 459 Total Individuals' loans for household and other personal expenditures 67,828 23,537 11,943 11,230 2,028 4,986 24,540 — 146,092 Public finance and other commercial loans Pass 231,319 178,316 100,679 39,098 105,964 128,942 22,318 — 806,636 Total Public finance and other commercial loans 231,319 178,316 100,679 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 Total past due loans equaled $51.0 million as of December 31, 2022, a $16.3 million increase from the total of $34.7 million for December 31, 2021. At December 31, 2022, 30-59 Days Past Due loans totaled $29.1 million, an increase of $14.0 million from December 31, 2021. The primary increases were in commercial real estate owner and non-owner occupied and residential portfolios. At December 31, 2022, 60-89 Days Past Due loans totaled $5.9 million, a decrease of $1.1 million from December 31, 2021. The primary decreases were in commercial and industrial loans and residential portfolios, offset by an increase in the home equity portfolio. At December 31, 2022, 90 Days or More Past Due loans totaled $16.0 million, an increase of $3.3 million from December 31, 2021. The primary increases were in the commercial and industrial and residential portfolios, offset by a decrease in the non-owner occupied commercial real estate portfolio. The tables below show a past due aging of the Corporation’s loan portfolio, by loan class, for the years indicated: December 31, 2022 Current 30-59 Days 60-89 Days 90 Days or More Past Due Total Loans > 90 Days or More Past Due Commercial and industrial loans $ 3,429,314 $ 4,904 $ 434 $ 2,474 $ 3,437,126 $ 1,147 Agricultural land, production and other loans to farmers 241,739 — — 54 241,793 — Real estate loans: Construction 832,716 2,436 418 12 835,582 — Commercial real estate, non-owner occupied 2,395,495 5,946 881 5,153 2,407,475 264 Commercial real estate, owner occupied 1,241,714 4,495 — 319 1,246,528 — Residential 2,079,959 8,607 2,278 5,811 2,096,655 — Home equity 624,543 2,206 1,782 2,101 630,632 326 Individuals' loans for household and other personal expenditures 174,629 343 142 97 175,211 — Public finance and other commercial loans 932,778 114 — — 932,892 — Loans $ 11,952,887 $ 29,051 $ 5,935 $ 16,021 $ 12,003,894 $ 1,737 December 31, 2021 Current 30-59 Days 60-89 Days 90 Days or More Past Due Total Loans > 90 Days or More Past Due Commercial and industrial loans $ 2,708,539 $ 2,602 $ 2,437 $ 987 $ 2,714,565 $ 675 Agricultural land, production and other loans to farmers 246,380 36 — 26 246,442 — Real estate loans: Construction 522,349 717 — — 523,066 — Commercial real estate, non-owner occupied 2,124,853 3,327 — 7,279 2,135,459 — Commercial real estate, owner occupied 985,785 643 — 292 986,720 — Residential 1,148,294 3,979 4,255 2,599 1,159,127 — Home equity 518,643 3,327 281 1,503 523,754 288 Individuals' loans for household and other personal expenditures 145,634 375 83 — 146,092 — Public finance and other commercial loans 806,636 — — — 806,636 — Loans $ 9,207,113 $ 15,006 $ 7,056 $ 12,686 $ 9,241,861 $ 963 Loans are reclassified to a non-accruing status when, in management’s judgment, the collateral value and financial condition of the borrower do not justify accruing interest. At the time the accrual is discontinued, all unpaid accrued interest is reversed against earnings. Interest income accrued in the prior year, if any, is charged to the allowance for credit losses. Payments subsequently received on non-accrual loans are applied to principal. A loan is returned to accrual status when principal and interest are no longer past due and collectability is probable, typically after a minimum of six consecutive months of performance. The following table summarizes the Corporation’s non-accrual loans by loan class for the periods indicated: December 31, 2022 December 31, 2021 Non-Accrual Loans Non-Accrual Loans with no Allowance for Credit Losses Non-Accrual Loans Non-Accrual Loans with no Allowance for Credit Losses Commercial and industrial loans $ 3,292 $ 481 $ 7,598 $ 263 Agricultural land, production and other loans to farmers 54 — 631 524 Real estate loans: Construction 12 — 685 — Commercial real estate, non-owner occupied 19,374 280 23,029 6,133 Commercial real estate, owner occupied 3,550 2,784 411 — Residential 13,685 702 9,153 2,160 Home equity 2,247 — 1,552 — Individuals' loans for household and other personal expenditures 110 — 3 — Loans $ 42,324 $ 4,247 $ 43,062 $ 9,080 Interest income on non-accrual loans is recognized only to the extent that cash payments are received in excess of principal due. There was no interest income recognized on non-accrual loans for the twelve months ended December 31, 2022 and 2021, respectively. Determining fair value for collateral dependent loans requires obtaining a current independent appraisal of the collateral and applying a discount factor, which includes selling costs if applicable, to the value. The fair value of real estate is generally based on appraisals by qualified licensed appraisers. The appraisers typically determine the value of the real estate by utilizing an income or market valuation approach. If an appraisal is not available, the fair value may be determined by using a cash flow analysis. Fair value on other collateral such as business assets is typically ascertained by assessing, either singularly or some combination of, asset appraisals, accounts receivable aging reports, inventory listings and or customer financial statements. Both appraised values and values based on borrower’s financial information are discounted as considered appropriate based on age and quality of the information and current market conditions. The following tables 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, for December 31, 2022 and 2021. The increase in collateral dependent loans of $38.8 million between 2022 and 2021, which is mostly in the commercial and industrial loan class, is primarily related to loans from the acquisition of Level One. December 31, 2022 Commercial Real Estate Residential Real Estate Other Total Allowance on Collateral Dependent Loans Commercial and industrial loans $ — $ — $ 42,101 $ 42,101 $ 8,367 Real estate loans: Construction — 10 — 10 1 Commercial real estate, non-owner occupied 26,534 — — 26,534 2,064 Commercial real estate, owner occupied 6,986 — — 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 December 31, 2021 Commercial Real Estate Residential Real Estate Other Total Allowance on Collateral Dependent Loans Commercial and industrial loans $ — $ — $ 8,075 $ 8,075 $ 2,672 Agricultural land, production and other loans to farmers 524 — 251 775 — Real estate loans: Construction — 685 — 685 82 Commercial real estate, non-owner occupied 23,652 — — 23,652 5,510 Commercial real estate, owner occupied 1,044 — — 1,044 — Residential — 4,906 — 4,906 305 Home equity — 394 — 394 64 Loans $ 25,220 $ 5,985 $ 8,326 $ 39,531 $ 8,633 In certain loan restructuring situations, the Corporation may grant a concession to a debtor experiencing financial difficulty, resulting in a troubled debt restructuring. A concession is deemed to be granted when, as a result of the restructuring, the Corporation does not expect to collect all original amounts due, including interest accrued at the original contract rate. If the payment of principal at original maturity is primarily dependent on the value of collateral, the current value of the collateral is considered in determining whether the principal will be repaid. The following tables summarize troubled debt restructures in the Corporation's loan portfolio that occurred during the twelve months ended December 31, 2022 and 2021, respectively. Twelve Months Ended December 31, 2022 Pre- Modification Recorded Balance Term Modification Rate Modification Post - Modification Recorded Balance Number of Loans Commercial and industrial loans $ 61 $ 62 $ — $ 62 1 Real estate loans: Residential 53 — 56 56 1 Total $ 114 $ 62 $ 56 $ 118 2 Twelve Months Ended December 31, 2021 Pre- Modification Recorded Balance Term Modification Rate Modification Combination Post - Modification Recorded Balance Number of Loans Commercial and industrial loans $ 348 $ 348 $ — $ — $ 348 2 Real estate loans: Construction 16 — 16 — 16 1 Commercial real estate, non owner occupied 12,922 12,976 12,976 1 Commercial real estate, owner occupied 51 29 — 21 50 2 Residential 691 449 126 118 693 9 Total $ 14,028 $ 13,802 $ 142 $ 139 $ 14,083 15 Loans in the commercial and industrial and residential loan classes made up 52.5 percent and 47.5 percent, respectively, of the post-modification balances of the troubled debt restructured loans that occurred during the twelve months ending December 31, 2022. During the twelve months ended December 31, 2021, commercial real estate, non owner occupied made up 92.1 percent of the post-modification balance of the troubled debt restructured loans that occurred in the period. The following table summarizes troubled debt restructures that occurred during the twelve months ended December 31, 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. None of the troubled debt restructures that occurred during the twelve months ended December 31, 2022 resulted in a subsequent default that remained in default at period end. Twelve Months Ended December 31, 2021 Number of Loans Recorded Balance Real estate loans: Residential 5 $ 475 Total 5 $ 475 Commercial troubled debt restructured loans risk graded special mention, substandard, doubtful and loss are individually evaluated for apparent loss and may result in a specific reserve allocation in the allowance for credit loss. Commercial troubled debt restructures that are not individually evaluated for a specific reserve are included in the calculation of allowance for credit losses through the loan segment loss analysis. For all consumer loan modifications, an evaluation to identify if a troubled debt restructure has occurred is performed prior to making the modification. Any subsequent deterioration is addressed through the charge-off process or through a specific reserve allocation included in the allowance for credit loss. Consumer troubled debt restructures that are not individually evaluated for a specific reserve are included in the calculation of the allowance for credit losses through the loan segment loss analysis. Consumer loans secured by residential real estate properties for which formal foreclosure proceedings are in process totaled $2.6 million and $4.2 million at December 31, 2022 and December 31, 2021, respectively. Purchased Credit Deteriorated Loans The Corporation acquired Level One on April 1, 2022 and performed an evaluation of the loan portfolio in which there were loans that, at acquisition, had more than an insignificant amount of credit quality deterioration. 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 Allowance for Credit Losses on Loans The Allowance for Credit Losses on Loans ("ACL - Loans") is a valuation account that is deducted from the amortized cost basis of loans to present the net amount expected to be collected on loans over the contractual term. The ACL - Loans is adjusted by the provision for credit losses, which is reported in earnings, and reduced by charge offs for loans, net or recoveries. Provision for credit losses on loans reflects the totality of actions taken on all loans for a particular period including any necessary increases or decreases in the allowance related to changes in credit loss expectations associated with specific loans or pools of loans. Loans are charged off against the allowance when the uncollectibility of the loan is confirmed. Expected recoveries do not exceed the aggregate of amounts previously charged off and expected to be charged off. The allowance represents the Corporation’s best estimate of current expected credit losses on loans using relevant available information, from internal and external sources, related to past events, current conditions, and reasonable and supportable forecasts. Historical credit loss experience provides the basis for the estimation of expected credit losses. The current expected credit loss ("CECL") calculation is performed and evaluated quarterly and losses are estimated over the expected life of the loan. The level of the allowance for credit losses is believed to be adequate to absorb all expected future losses inherent in the loan portfolio at the measurement date. In calculating the allowance for credit losses, the loan portfolio was pooled into ten loan segments with similar risk characteristics. Common characteristics include the type or purpose of the loan, underlying collateral and historical/expected credit loss patterns. In developing the loan segments, the Corporation analyzed the degree of correlation in how loans within each portfolio respond when subjected to varying economic conditions and scenarios as well as other portfolio stress factors. The expected credit losses are measured over the life of each loan segment utilizing the Probability of Default / Loss Given Default methodology combined with economic forecast models to estimate the current expected credit loss inherent in the loan portfolio. This approach is also leveraged to estimate the expected credit losses associated with unfunded loan commitments incorporating expected utilization rates. The Corporation sub-segmented certain commercial portfolios by risk level and certain consumer portfolios by delinquency status where appropriate. The Corporation utilized a four-quarter reasonable and supportable economic forecast period followed by a six-quarter, straight-line reversion period to the historical macroeconomic mean for the remaining life of the loans. Econometric modeling was performed using historical default rates and a selection of economic forecast scenarios published by Moody’s to develop a range of estimated credit losses for which to determine the best credit loss estimate within. Macroeconomic factors utilized in the modeling process include the national unemployment rate, BBB US corporate index, CRE price index and the home price index. The Corporation qualitatively adjusts model results for risk factors that are not inherently considered in the quantitative modeling process, but are nonetheless relevant in assessing the expected credit losses within the loan portfolio. These adjustments may increase or decrease the estimate of expected credit losses based upon the assessed level of risk for each qualitative factor. The various risks that may be considered in making qualitative adjustments include, among other things, the impact of (i) changes in the nature and volume of the loan portfolio, (ii) changes in the existence, growth and effect of any concentrations in credit, (iii) changes in lending policies and procedures, including changes in underwriting standards and practices for collections, write-offs, and recoveries, (iv) changes in the quality of the credit review function, (v) changes in the experience, ability and depth of lending management and staff, and (vi) other environmental factors of a borrower such as regulatory, legal and technological considerations, as well as competition. In some cases, management may determine that an individual loan exhibits unique risk characteristics which differentiate the loan from other loans within the loan segments. In such cases, the loans are evaluated for expected credit losses on an individual basis and excluded from the collective evaluation. Specific reserve allocations of the allowance for credit losses are determined by analyzing the borrower’s ability to repay amounts owed, collateral deficiencies, the relative risk grade of the loan and economic conditions affecting the borrower’s industry, among other things. A loan is considered to be collateral dependent when, based upon management's assessment, the borrower is experiencing financial difficulty and repayment is expected to be provided substantially through the operation or sale of the collateral. In such cases, expected credit losses are based on the fair value of the collateral at the measurement date, adjusted for estimated selling costs if satisfaction of the loan depends on the sale of the collateral. The fair value of collateral supporting collateral dependent loans is evaluated on a quarterly basis. No allowance for credit losses has been recognized for PPP loans as such loans are fully guaranteed by the Small Business Administration ("SBA"). The risk characteristics of the Corporation’s portfolio segments are as follows: Commercial Commercial lending is primarily based on the identified cash flows of the borrower and secondarily on the underlying collateral provided by the borrower. The cash flows of borrowers, however, may not be as expected and the collateral securing these loans may fluctuate in value. Most commercial loans are secured by the tangible assets being financed such as equipment or real estate or other business assets such as accounts receivable or inventory and may incorporate a personal guarantee. Other loans may be unsecured, secured but under-collateralized or otherwise made on the basis of the enterprise value of an organization. In the case of loans secured by accounts receivable, the availability of funds for the repayment of these loans may be substantially dependent on the ability of the borrower to collect amounts due from its customers. Commercial real estate Commercial real estate loans are viewed primarily as cash flow loans and secondarily as loans secured by real estate. Commercial real estate lending typically involves higher loan principal amounts and the repayment of these loans is generally dependent on the successful operation of the property securing the loan or the business conducted on the property securing the loan. The Corporation monitors commercial real estate loans based on collateral and risk grade criteria, as well as the levels of owner-occupied versus non-owner occupied loans. Construction Construction loans are underwritten utilizing a combination of tools and techniques including feasibility and market studies, independent appraisals and appraisal reviews, absorption and interest rate sensitivity analysis as well as the financial analysis of the developer and all guarantors. Construction loans are monitored by either in house or third party inspectors limiting advances to a percentage of costs or stabilized project value. These loans frequently involve the disbursement of significant funds with the repayment dependent upon the successful completion and, where necessary, the future stabilization of the project. The predominant inherent risk of this portfolio is associated with the borrower's ability to successfully complete a project on time, within budget and stabilize the projected as originally projected. Consumer and Residential With respect to residential loans that are secured by 1-4 family residences, which are typically owner occupied, the Corporation generally establishes a maximum loan-to-value ratio and requires private mortgage insurance if that ratio is exceeded. Home equity loans are secured by a subordinate interest in 1-4 family residences, and consumer loans are secured by consumer assets such as automobiles or recreational vehicles. Some consumer loans, such as small installment loans and certain lines of credit, are unsecured. Repayment of these loans is primarily dependent on the personal income and credit rating of the borrowers and can also be impacted by changes in property values. Risk is mitigated by the fact that the loans are of smaller individual amounts and spread over a large number of borrowers. The allowance for credit losses increased $27.9 million during the twelve months ended December 31, 2022. The allowance increased primarily due to $16.6 million of allowance for credit losses on PCD loans acquired in the Level One acquisition established through accounting adjustments on the acquisition date. In addition, a provision of $14.0 million was recorded to establish an allowance for credit losses on non-PCD loans acquired in the Level One acquisition. The allowance also had net charge offs of $2.7 million for the twelve months ended December, 31 2022. The following tables summarize changes in the allowance for credit losses by loan segment for the twelve months ended December 31, 2022 and 2021: Twelve Months Ended December 31, 2022 Commercial Commercial Real Estate Construction Consumer & Residential Total Allowance for credit losses Balances, December 31, 2021 $ 69,935 $ 60,665 $ 20,206 $ 44,591 $ 195,397 Provision for credit losses 16,697 (20,425) 6,367 (2,639) — CECL Day 1 non-PCD provision for credit losses 2,957 5,539 871 4,588 13,955 CECL Day 1 PCD ACL 12,970 2,981 648 — 16,599 Recoveries on loans 872 1,096 863 1,096 3,927 Loans charged off (1,215) (3,017) — (2,369) (6,601) Balances. December 31, 2022 $ 102,216 $ 46,839 $ 28,955 $ 45,267 $ 223,277 Twelve Months Ended December 31, 2021 Commercial Commercial Real Estate Construction Consumer Residential Consumer & Residential Total 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 reclassifications 47,115 40,786 10,284 — — 32,463 130,648 Impact of adopting ASC 326 20,024 34,925 8,805 — — 10,301 74,055 Balances, Janua |