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Allowance for Credit Losses
12 Months Ended
Dec. 31, 2021
Allowance For Loan And Lease Losses [Abstract]  
Allowance for Credit Losses Allowance for Credit Losses
The allowance for credit losses (ACL) was $85,376,000 as of December 31, 2021 as compared to $91,847,000 at December 31, 2020. Changes in loan volume and changes in credit quality associated with levels of classified, past due and non-performing loans in addition to changes in qualitative factors, result in the need for changes in the balance of the allowance for credit losses. In addition to the quantitative loan portfolio credit quality characteristics which are illustrated in the following tabular disclosures, the Company’s expected credit loss methodology incorporates the use of qualitative factors. The two most critical qualitative factors utilized by the Company include the actual and forecasted changes in both California unemployment and U.S. gross domestic product. During the year ended December 31, 2021, both the quantitative and qualitative factors improved which resulted in a decrease in the related components of the allowance for credit losses, despite the increases in non-PPP loan balances outstanding. The table below sets forth the components of the Company’s allowance for credit losses as of the dates indicated.
(dollars in thousands)December 31, 2021December 31, 2020
Allowance for credit losses:
Qualitative and forecast factor allowance$59,855 $61,935 
Quantitative (Cohort) model allowance reserves24,539 28,462 
Total allowance for credit losses84,394 90,397 
Allowance for individually evaluated loans982 1,450 
Allowance for PCD loan losses— — 
Total allowance for credit losses$85,376 $91,847 

The following tables summarize the activity in the allowance for loan losses, and ending balance of loans, net of unearned fees for the periods indicated.
Allowance for Credit Losses – December 31, 2021
(in thousands)Beginning
Balance
Charge-offsRecoveriesProvision for
(Benefit from)
Credit Losses
Ending 
Balance
Commercial real estate:
CRE non-owner occupied$29,380 $— $12 $(3,653)$25,739 
CRE owner occupied10,861 (18)794 (946)10,691 
Multifamily11,472 — — 923 12,395 
Farmland1,980 (126)— 461 2,315 
Total commercial real estate loans53,693 (144)806 (3,215)51,140 
Consumer:
SFR 1-4 1st DT liens10,117 (145)13 738 10,723 
SFR HELOCs and junior liens11,771 (29)1,127 (2,359)10,510 
Other3,260 (577)361 (803)2,241 
Total consumer loans25,148 (751)1,501 (2,424)23,474 
Commercial and industrial4,252 (1,470)755 325 3,862 
Construction7,540 (27)— (1,846)5,667 
Agriculture production1,209 — 24 (18)1,215 
Leases— — 13 18 
Allowance for credit losses on loans91,847 (2,392)3,086 (7,165)85,376 
Reserve for unfunded commitments3,400 — — 390 3,790 
Total$95,247 $(2,392)$3,086 $(6,775)$89,166 
Allowance for Credit Losses – December 31, 2020
(in thousands)Beginning
Balance
Impact of CECL AdoptionCharge-offsRecoveriesProvision for
(Benefit from)
Credit Losses
Ending 
Balance
Commercial real estate:
CRE non-owner occupied$5,948 $6,701 $— $198 $16,533 $29,380 
CRE owner occupied2,027 2,281 — 28 6,525 10,861 
Multifamily3,352 2,281 — — 5,839 11,472 
Farmland668 585 (182)— 909 1,980 
Total commercial real estate loans11,995 11,848 (182)226 29,806 53,693 
Consumer:
SFR 1-4 1st DT liens2,306 2,675 (13)416 4,733 10,117 
SFR HELOCs and junior liens6,183 4,638 (116)304 762 11,771 
Other1,595 971 (670)347 1,017 3,260 
Total consumer loans10,084 8,284 (799)1,067 6,512 25,148 
Commercial and industrial4,867 (1,961)(774)568 1,552 4,252 
Construction3,388 933 — — 3,219 7,540 
Agriculture production261 (179)— 24 1,103 1,209 
Leases21 (12)— — (4)
Allowance for loan losses30,616 18,913 (1,755)1,885 42,188 91,847 
Reserve for unfunded commitments2,775 — — — 625 3,400 
Total$33,391 $18,913 $(1,755)$1,885 $42,813 $95,247 
Allowance for Loan Losses – December 31, 2019
(in thousands)Beginning
Balance
Charge-offsRecoveriesProvision for
(Benefit from)
Credit Losses
Ending 
Balance
Commercial real estate:
CRE non-owner occupied$7,401 $— $1,486 $(2,939)$5,948 
CRE owner occupied2,711 (746)42 20 2,027 
Multifamily2,429 — — 923 3,352 
Farmland403 — — 265 668 
Total commercial real estate loans12,944 (746)1,528 (1,731)11,995 
Consumer:
SFR 1-4 1st DT liens2,676 (2)54 (422)2,306 
SFR HELOCs and junior liens7,582 (3)935 (2,331)6,183 
Other793 (765)321 1,246 1,595 
Total consumer loans11,051 (770)1,310 (1,507)10,084 
Commercial and industrial5,610 (2,104)513 848 4,867 
Construction2,497 — — 891 3,388 
Agriculture production480 (19)12 (212)261 
Leases— — — 21 21 
Allowance for loan losses$32,582 $(3,639)$3,363 $(1,690)$30,616 
Reserve for Unfunded Commitments - December 31, 2019
Reserve for unfunded commitments$2,575 $— $— $200 $2,775 
As part of the on-going monitoring of the credit quality of the Company’s loan portfolio, management tracks certain credit quality indicators including, but not limited to, trends relating to (i) the level of criticized and classified loans, (ii) net charge-offs, (iii) non-performing loans, and (iv) delinquency within the portfolio. The Company analyzes loans individually to classify the loans as to credit risk and grading. This analysis is performed annually for all outstanding balances greater than $1,000,000 and non-homogeneous loans, such as commercial real estate loans, unless other indicators, such as delinquency, trigger more frequent evaluation. Loans below the $1,000,000 threshold and homogenous in nature are evaluated as needed for proper grading based on delinquency and borrower credit scores.
Collateral values may be determined by appraisals obtained through Bank approved, licensed appraisers, qualified independent third parties, public value information (blue book values for autos), sales invoices, or other appropriate means. Appropriate valuations are obtained at initiation of the credit and periodically (every 3-12 months depending on collateral type) once repayment is questionable and the loan has been classified.
The Company utilizes a risk grading system to assign a risk grade to each of its loans. Loans are graded on a scale ranging from Pass to Loss. A description of the general characteristics of the risk grades is as follows:
Pass – This grade represents loans ranging from acceptable to very little or no credit risk. These loans typically meet most if not all policy standards in regard to: loan amount as a percentage of collateral value, debt service coverage, profitability, leverage, and working capital.
Special Mention – This grade represents “Other Assets Especially Mentioned” in accordance with regulatory guidelines and includes loans that display some potential weaknesses which, if left unaddressed, may result in deterioration of the repayment prospects for the asset or may inadequately protect the Company’s position in the future. These loans warrant more than normal supervision and attention.

Substandard – This grade represents “Substandard” loans in accordance with regulatory guidelines. Loans within this rating typically exhibit weaknesses that are well defined to the point that repayment is jeopardized. Loss potential is, however, not necessarily evident. The underlying collateral supporting the credit appears to have sufficient value to protect the Company from loss of principal and accrued interest, or the loan has been written down to the point where this is true. There is a definite need for a well-defined workout/rehabilitation program.

Doubtful – This grade represents “Doubtful” loans in accordance with regulatory guidelines. An asset classified as Doubtful has all the weaknesses inherent in a loan classified Substandard with the added characteristic that the weaknesses make collection or liquidation in full, on the basis of currently existing facts, conditions and values, highly questionable and improbable. Pending factors include proposed merger, acquisition, or liquidation procedures, capital injection, perfecting liens on additional collateral, and financing plans.

Loss – This grade represents “Loss” loans in accordance with regulatory guidelines. A loan classified as Loss is considered uncollectible and of such little value that its continuance as a bankable asset is not warranted. This classification does not mean that the loan has absolutely no recovery or salvage value, but rather that it is not practical or desirable to defer writing off the loan, even though some recovery may be affected in the future. The portion of the loan that is graded loss should be charged off no later than the end of the quarter in which the loss is identified.
The following tables present ending loan balances by loan category and risk grade for the periods indicated:
Term Loans Amortized Cost Basis by Origination Year - As of December 31, 2021
(in thousands)20212020201920182017PriorRevolving Loans Amortized Cost BasisRevolving Loans Converted to TermTotal
Commercial real estate:
CRE non-owner occupied risk ratings
Pass$275,305 $127,299 $199,764 $133,046 $224,581 $543,430 $49,899 $— $1,553,324 
Special Mention— — 8,386 399 4,390 20,612 1,732 35,519 
Substandard— — — 1,382 739 12,177 — 14,298 
Doubtful/Loss— — — — — — — — — 
Total CRE non-owner occupied risk ratings$275,305 $127,299 $208,150 $134,827 $229,710 $576,219 $51,631 $— $1,603,141 
Commercial real estate:
CRE owner occupied risk ratings
Pass$178,092 $104,571 $63,979 $48,721 $55,399 $203,431 $22,745 $— $676,938 
Special Mention15,515 — — 289 2,964 3,833 — — 22,601 
Substandard— — 858 1,214 455 4,241 — — 6,768 
Doubtful/Loss— — — — — — — — — 
Total CRE owner occupied risk ratings$193,607 $104,571 $64,837 $50,224 $58,818 $211,505 $22,745 $— $706,307 
Term Loans Amortized Cost Basis by Origination Year - As of December 31, 2021
(in thousands)20212020201920182017PriorRevolving Loans Amortized Cost BasisRevolving Loans Converted to TermTotal
Commercial real estate:
Multifamily risk ratings
Pass$278,942 $100,752 $71,822 $109,374 $85,932 $146,984 $25,236 $— $819,042 
Special Mention— — — — — — — — — 
Substandard— — 4,305 — — 153 — — 4,458 
Doubtful/Loss— — — — — — — — — 
Total multifamily loans$278,942 $100,752 $76,127 $109,374 $85,932 $147,137 $25,236 $— $823,500 
Commercial real estate:
Farmland risk ratings
Pass$43,601 $17,399 $20,223 $15,119 $9,129 $18,455 $37,612 $— $161,538 
Special Mention— — — — 1,197 2,519 1,491 — 5,207 
Substandard— — 2,895 — 578 1,371 1,517 — 6,361 
Doubtful/Loss— — — — — — — — — 
Total farmland loans$43,601 $17,399 $23,118 $15,119 $10,904 $22,345 $40,620 $— $173,106 
Consumer loans:
SFR 1-4 1st DT liens risk ratings
Pass$268,743 $159,860 $40,661 $30,880 $36,197 $113,519 $— $3,527 $653,387 
Special Mention— — 286 3,282 416 1,476 — 383 5,843
Substandard1,103 — — 1,089 256 4,758 — 524 7,730
Doubtful/Loss— — — — — — — — 
Total SFR 1st DT liens$269,846 $159,860 $40,947 $35,251 $36,869 $119,753 $— $4,434 $666,960 

Consumer loans:
SFR HELOCs and Junior Liens risk ratings
Pass$494 $— $— $— $— $185 $317,381 $9,675 $327,735 
Special Mention— — — — — 53 3,655 832 4,540
Substandard— — — — — 4,164 1,072 5,238
Doubtful/Loss— — — — — — — — 
Total SFR HELOCs and Junior Liens$494 $— $— $— $— $240 $325,200 $11,579 $337,513 
Consumer loans:
Other risk ratings
Pass$20,920 $15,939 $17,316 $8,016 $2,137 $1,079 $612 $— $66,019 
Special Mention— 46 157 233 98 51 69 — 654
Substandard— 53 96 94 67 85 10 — 405
Doubtful/Loss— — — — — — — — 
Total other consumer loans$20,920 $16,038 $17,569 $8,343 $2,302 $1,215 $691 $— $67,078 
Term Loans Amortized Cost Basis by Origination Year - As of December 31, 2021
(in thousands)20212020201920182017PriorRevolving Loans Amortized Cost BasisRevolving Loans Converted to TermTotal
Commercial and industrial loans:
Commercial and industrial risk ratings
Pass$92,972 $17,933 $27,335 $11,335 $6,355 $6,774 $89,358 $860 $252,922 
Special Mention— 2,417 69 152 71 80 116 — 2,905
Substandard— — 146 152 804 414 1,832 180 3,528
Doubtful/Loss— — — — — — — 
Total commercial and industrial loans$92,972 $20,350 $27,550 $11,639 $7,230 $7,268 $91,306 $1,040 $259,355 
Construction loans:
Construction risk ratings
Pass$66,318 $79,567 $58,383 $4,849 $1,716 $8,148 $— $— $218,981 
Special Mention— — — — — — — — 
Substandard2,675 472 — — — 153 — — 3,300
Doubtful/Loss— — — — — — — — 
Total construction loans$68,993 $80,039 $58,383 $4,849 $1,716 $8,301 $— $— $222,281 
Agriculture production loans:
Agriculture production risk ratings
Pass$2,068 $878 $1,393 $801 $940 $853 $43,686 $— $50,619 
Special Mention— — — 150 — 42 — — 192 
Substandard— — — — — — — — — 
Doubtful/Loss— — — — — — — — — 
Total agriculture production loans$2,068 $878 $1,393 $951 $940 $895 $43,686 $— $50,811 
Leases:
Lease risk ratings
Pass$6,572 $— $— $— $— $— $— $— $6,572 
Special Mention— — — — — — — — — 
Substandard— — — — — — — — — 
Doubtful/Loss— — — — — — — — — 
Total leases$6,572 $— $— $— $— $— $— $— $6,572 
Total loans outstanding:
Risk ratings
Pass$1,234,027 $624,198 $500,876 $362,141 $422,386 $1,042,858 $586,529 $14,062 $4,787,077 
Special Mention15,515 2,463 8,898 4,505 9,136 28,666 7,063 1,215 77,461 
Substandard3,778 525 8,300 3,931 2,899 23,354 7,523 1,776 52,086 
Doubtful/Loss— — — — — — — — — 
Total loans outstanding$1,253,320 $627,186 $518,074 $370,577 $434,421 $1,094,878 $601,115 $17,053 $4,916,624 
The following information related to loan originations by vintage are presented for comparison purposes only.
Term Loans Amortized Cost Basis by Origination Year – As of December 31, 2020
(in thousands)20202019201820172016PriorRevolving Loans Amortized Cost BasisRevolving Loans Converted to TermTotal
Commercial real estate:
CRE non-owner occupied risk ratings
Pass$120,520 $207,899 $155,730 $256,677 $179,523 $460,644 $76,730 $— $1,457,723 
Special Mention— 7,455 11,692 5,407 15,773 18,832 12,205 — 71,364
Substandard— — 1,449 584 2,147 2,288 — — 6,468
Doubtful/Loss— — — — — — — — 
Total CRE non-owner occupied risk ratings$120,520 $215,354 $168,871 $262,668 $197,443 $481,764 $88,935 $— $1,535,555 
Commercial real estate:
CRE owner occupied risk ratings
Pass$105,896 $75,144 $53,816 $58,371 $54,541 $227,828 $25,508 $— $601,104 
Special Mention— — 288 7,451 2,955 6,140 — — 16,834 
Substandard— 1,533 1,301 475 1,306 1,822 — — 6,437 
Doubtful/Loss— — — — — — — — — 
Total CRE owner occupied risk ratings$105,896 $76,677 $55,405 $66,297 $58,802 $235,790 $25,508 $— $624,375 
Commercial real estate:
Multifamily risk ratings
Pass$77,646 $118,725 $113,882 $70,112 $67,457 $123,518 $19,007 $— $590,347 
Special Mention9,441 — — 603 24,687 772 9,259 — 44,762 
Substandard— 4,371 — — — — — — 4,371 
Doubtful/Loss— — — — — — — — — 
Total multifamily loans$87,087 $123,096 $113,882 $70,715 $92,144 $124,290 $28,266 $— $639,480 
Commercial real estate:
Farmland risk ratings
Pass$17,640 $25,003 $19,148 $12,834 $7,377 $17,129 $39,411 $— $138,542 
Special Mention— 2,567 — 1,271 227 3,107 2,258 — 9,430 
Substandard— 700 — 602 — 1,214 2,004 — 4,520 
Doubtful/Loss— — — — — — — — — 
Total farmland loans$17,640 $28,270 $19,148 $14,707 $7,604 $21,450 $43,673 $— $152,492 
Consumer loans:
SFR 1-4 1st DT liens risk ratings
Pass$183,719 $80,717 $36,342 $53,001 $46,467 $126,465 $76 $5,507 $532,294 
Special Mention— 290 684 110 15 2,936 — 934 4,969 
Substandard— — 1,174 929 935 5,763 — 528 9,329 
Doubtful/Loss— — — — — — — — — 
Total SFR 1st DT liens$183,719 $81,007 $38,200 $54,040 $47,417 $135,164 $76 $6,969 $546,592 
Term Loans Amortized Cost Basis by Origination Year – As of December 31, 2020
(in thousands)20202019201820172016PriorRevolving Loans Amortized Cost BasisRevolving Loans Converted to TermTotal
Consumer loans:
SFR HELOCs and Junior Liens risk ratings
Pass$793 $— $13 $360 $300 $910 $297,160 $14,051 $313,587 
Special Mention— — 16 — — 83 4,504 789 5,392 
Substandard— — — — — 39 6,698 1,768 8,505 
Doubtful/Loss— — — — — — — — — 
Total SFR HELOCs and Junior Liens$793 $— $29 $360 $300 $1,032 $308,362 $16,608 $327,484 
Consumer loans:
Other risk ratings
Pass$25,876 $29,539 $14,170 $4,238 $1,020 $967 $986 $— $76,796 
Special Mention43 208 147 74 24 65 90 — 651 
Substandard58 82 210 74 12 140 — 585 
Doubtful/Loss— — — — — — — — — 
Total other consumer loans$25,977 $29,829 $14,527 $4,386 $1,056 $1,172 $1,085 $— $78,032 
Commercial and industrial loans:
Commercial and industrial risk ratings
Pass$356,701 $48,838 $20,463 $13,151 $5,185 $9,490 $65,938 $1,085 $520,851 
Special Mention— 102 698 195 20 178 207 11 1,411 
Substandard— 301 53 1,142 823 148 1,519 79 4,065 
Doubtful/Loss— — — — — — — — — 
Total commercial and industrial loans$356,701 $49,241 $21,214 $14,488 $6,028 $9,816 $67,664 $1,175 $526,327 
Construction loans:
Construction risk ratings
Pass$69,133 $41,786 $92,191 $51,082 $20,868 $2,876 $— $— $277,936 
Special Mention— — — 346 — 1,780 — — 2,126 
Substandard— — — — 4,529 251 — — 4,780 
Doubtful/Loss— — — — — — — — — 
Total construction loans$69,133 $41,786 $92,191 $51,428 $25,397 $4,907 $— $— $284,842 
Agriculture production loans:
Agriculture production risk ratings
Pass$977 $2,079 $1,590 $1,838 $663 $708 $36,051 $— $43,906 
Special Mention— — 203 — 49 — — — 252 
Substandard— — — — — — — 
Doubtful/Loss— — — — — — — — — 
Total agriculture production loans$977 $2,079 $1,793 $1,838 $718 $708 $36,051 $— $44,164 
Term Loans Amortized Cost Basis by Origination Year – As of December 31, 2020
(in thousands)20202019201820172016PriorRevolving Loans Amortized Cost BasisRevolving Loans Converted to TermTotal
Leases:
Lease risk ratings
Pass$3,784 $— $— $— $— $— $— $— $3,784 
Special Mention— — — — — — — — — 
Substandard— — — — — — — — — 
Doubtful/Loss— — — — — — — — — 
Total leases$3,784 $— $— $— $— $— $— $— $3,784 

Total loans outstanding:
Risk ratings
Pass$962,685 $629,730 $507,345 $521,664 $383,401 $970,535 $560,867 $20,643 $4,556,870 
Special Mention9,484 10,622 13,728 15,457 43,750 33,893 28,523 1,734 157,191 
Substandard58 6,987 4,187 3,806 9,758 11,665 10,230 2,375 49,066 
Doubtful/Loss— — — — — — — — — 
Total loans outstanding$972,227 $647,339 $525,260 $540,927 $436,909 $1,016,093 $599,620 $24,752 $4,763,127 
Once a loan becomes delinquent and repayment becomes questionable, a Bank collection officer will address collateral shortfalls with the borrower and attempt to obtain additional collateral. If this is not forthcoming and payment in full is unlikely, the Bank will estimate its probable loss, using a recent valuation as appropriate to the underlying collateral less estimated costs of sale, and charge the loan down to the estimated net realizable amount. Depending on the length of time until ultimate collection, the Bank may revalue the underlying collateral and take additional charge-offs as warranted. Revaluations may occur as often as every 3-12 months depending on the underlying collateral and volatility of values. Final charge-offs or recoveries are taken when collateral is liquidated and actual loss is known. Unpaid balances on loans after or during collection and liquidation may also be pursued through lawsuit and attachment of wages or judgment liens on borrower’s other assets.

The following table shows the ending balance of current and past due originated loans by loan category as of the date indicated:

Analysis of Past Due Loans - As of December 31, 2021
(in thousands)30-59 days60-89 days> 90 daysTotal Past
Due Loans
CurrentTotal
Commercial real estate:
CRE non-owner occupied$226 $37 $— $263 $1,602,878 $1,603,141 
CRE owner occupied271 127 273 671 705,636 706,307 
Multifamily— — — — 823,500 823,500 
Farmland— — 575 575172,531173,106
Total commercial real estate loans497 164 848 1,509 3,304,545 3,306,054 
Consumer:
SFR 1-4 1st DT liens— 13 362 375 666,585 666,960 
SFR HELOCs and junior liens36 361 1,212 1,609 335,904 337,513 
Other109 28 144 66,934 67,078 
Total consumer loans1453811,6022,1281,069,4231,071,551
Commercial and industrial146 245 166 557 258,798 259,355 
Construction— 90 — 90 222,191 222,281 
Agriculture production48 — — 48 50,763 50,811 
Leases— — — — 6,572 6,572 
Total$836 $880 $2,616 $4,332 $4,912,292 $4,916,624 
The following table shows the ending balance of current and past due originated loans by loan category as of the date indicated:
Analysis of Past Due Loans - As of December 31, 2020
(in thousands)30-59 days60-89 days> 90 daysTotal Past
Due Loans
CurrentTotal
Commercial real estate:
CRE non-owner occupied$127 $173 $239 $539 $1,535,016 $1,535,555 
CRE owner occupied297 — 824 1,121 623,254 624,375 
Multifamily— — — — 639,480 639,480 
Farmland899— 70 969151,523152,492
Total commercial real estate loans1,323 173 1,133 2,629 2,949,273 2,951,902 
Consumer:
SFR 1-4 1st DT liens37 — 960 997 545,595 546,592 
SFR HELOCs and junior liens418 212 1,671 2,301 325,183 327,484 
Other41 13 100 154 77,878 78,032 
Total consumer loans4962252,7313,452948,656952,108
Commercial and industrial155 426 105 686 525,641 526,327 
Construction— — — — 284,842 284,842 
Agriculture production— — — — 44,164 44,164 
Leases— — — — 3,784 3,784 
Total$1,974 $824 $3,969 $6,767 $4,756,360 $4,763,127 
The following table shows the ending balance of non accrual loans by loan category as of the date indicated:
Non Accrual Loans
As of December 31, 2021As of December 31, 2020
(in thousands)Non accrual with no allowance for credit lossesTotal non accrualPast due 90 days or more and still accruingNon accrual with no allowance for credit lossesTotal non accrualPast due 90 days or more and still accruing
Commercial real estate:
CRE non-owner occupied$7,899 $7,899 $— $3,110 $3,110 $— 
CRE owner occupied4,763 5,036 — 3,111 4,061 — 
Multifamily4,457 4,457 — — — — 
Farmland452 3,020 — 1,468 1,538 — 
Total commercial real estate loans17,571 20,412 — 7,689 8,709 — 
Consumer:
SFR 1-4 1st DT liens3,594 3,595 — 4,950 5,093 — 
SFR HELOCs and junior liens3,285 3,801 — 4,480 6,148 — 
Other48 71 — 68 167 — 
Total consumer loans6,927 7,467 — 9,498 11,408 — 
Commercial and industrial1,904 2,416 — 652 2,183 — 
Construction15 55 — 4,546 4,546 — 
Agriculture production— — — 18 — 
Leases— — — — — 
Sub-total26,41730,350— 22,39026,864— 
Less: Guaranteed loans(713)(775)— (687)(811)— 
Total, net$25,704 $29,575 $— $21,703 $26,053 $— 
Interest income on non accrual loans that would have been recognized during the years ended December 31, 2021, 2020, and 2019, if all such loans had been current in accordance with their original terms, totaled $2,226,000, $1,804,000, and $1,201,000, respectively. Interest income actually recognized on these loans during the years ended December 31, 2021, 2020, and 2019 was $471,000, $701,000, and $372,000, respectively.
The following tables present the amortized cost basis of collateral dependent loans by class of loans as of the following periods:
As of December 31, 2021
(in thousands)RetailOfficeWarehouseOtherMultifamilyFarmlandSFR -1st DeedSFR -2nd DeedAutomobile/TruckA/R and InventoryEquipmentTotal
Commercial real estate:
CRE non-owner occupied$2,591 $1,253 $1,545 $7,272 $— $— $— $— $— $— $— $12,661 
CRE owner occupied— — — — — — — — — — — — 
Multifamily— — — — 4,458 — — — — — — 4,458 
Farmland— — — — — 1,027 — — — — — 1,027 
Total commercial real estate loans2,591 1,253 1,545 7,272 4,458 1,027 — — — — 18,146 
Consumer:
SFR 1-4 1st DT liens— — — — — — 3,589 — — — — 3,589 
SFR HELOCs and junior liens— — — — — — 1,649 1,636 — — — 3,285 
Other— — — 43 — — — — — 53 
Total consumer loans— — — 43 — — 5,238 1,636 — 6,927 
Commercial and industrial— — — — — — — — — 2,162 112 2,274 
Construction— — — — — — 15 — — — — 15 
Agriculture production— — — — — — — — — — — — 
Leases— — — — — — — — — — — — 
Total$2,591 $1,253 $1,545 $7,315 $4,458 $1,027 $5,253 $1,636 $$2,162 $117 $27,362 


As of December 31, 2020
(in thousands)RetailOfficeWarehouseOtherMultifamilyFarmlandSFR -1st DeedSFR -2nd DeedAutomobile/TruckA/R and InventoryEquipmentTotal
Commercial real estate:
CRE non-owner occupied$2,445 $435 $— $— $— $— $— $— $— $— $— $2,880 
CRE owner occupied796 1,176 1,668 — — — — — — — — 3,640 
Multifamily— — — — — — — — — — — — 
Farmland— — — — — 1,538 — — — — — 1,538 
Total commercial real estate loans3,241 1,611 1,668 — — 1,538 — — — — — 8,058 
Consumer:
SFR 1-4 1st DT liens— — — — — — 5,068 — — — — 5,068 
SFR HELOCs and junior liens— — — — — — 1,855 2,839 — — — 4,694 
Other— — — 42 — — — — 97 — — 139 
Total consumer loans— — — 42 — — 6,923 2,839 97 — — 9,901 
Commercial and industrial— — — 292 — — — — — 1,173 75 1,540 
Construction— — — — — — 4,547 — — — — 4,547 
Agriculture production— — — — — — — — — 13 18 
Leases— — — — — — — — — — 
Total$3,241 $1,611 $1,668 $334 $— $1,538 $11,470 $2,839 $97 $1,186 $80 $24,064 
The following tables show certain information regarding Troubled Debt Restructurings that occurred during the periods indicated: Modifications classified as TDRs can include one or a combination of the following: rate modifications, term extensions, interest only modifications, either temporary or long-term, payment modifications, and collateral substitutions/additions.

TDR information for the year ended December 31, 2021
(dollars in thousands)NumberPre-mod
outstanding
principal
balance
Post-mod
outstanding
principal
balance
Financial
impact due to
TDR taken as
additional
provision
Number that
defaulted during
the period
Recorded
investment of
TDRs that
defaulted during
the period
Financial impact
due to the
default of
previous TDR
taken as charge-
offs or additional
provisions
Commercial real estate:
CRE non-owner occupied$4,966 $4,956 $1,020 — $— $— 
CRE owner occupied740 742 742 — — — 
Multifamily— — — — — — — 
Farmland701 703 50 847 — 
Total commercial real estate loans6,407 6,401 1,812 847 — 
Consumer:
SFR 1-4 1st DT liens— — — — — — — 
SFR HELOCs and junior liens200 247 — — — — 
Other— — — — — — — 
Total consumer loans200 247 — — — — 
Commercial and industrial2,476 2,468 709 260 (5)
Construction— — — — — — — 
Agriculture production— — — — — — — 
Leases— — — — — — — 
Total16 $9,083 $9,116 $2,521 $1,107 $(5)

TDR information for the year ended December 31, 2020
(dollars in thousands)NumberPre-mod
outstanding
principal
balance
Post-mod
outstanding
principal
balance
Financial
impact due to
TDR taken as
additional
provision
Number that
defaulted during
the period
Recorded
investment of
TDRs that
defaulted during
the period
Financial impact
due to the
default of
previous TDR
taken as charge-
offs or additional
provisions
Commercial real estate:
CRE non-owner occupied$319 $314 $314 $141 $— 
CRE owner occupied1,847 1,877 67 950 — 
Multifamily— — — — — — — 
Farmland1,566 1,636 — 451 — 
Total commercial real estate loans10 3,732 3,827 381 1,542 — 
Consumer:
SFR 1-4 1st DT liens— — — — 1,180 — 
SFR HELOCs and junior liens172 169 — 140 (90)
Other— — — — — — — 
Total consumer loans172 169 — 1,320 (90)
Commercial and industrial2,106 2,078 90 — — — 
Construction— — — — — — — 
Agriculture production— — — — — — — 
Leases— — — — — — — 
Total18 $6,010 $6,074 $471 2,862 $(90)
TDR information for the year ended December 31, 2019
(in thousands)NumberPre-mod
outstanding
principal
balance
Post-mod
outstanding
principal
balance
Financial
impact due to
TDR taken as
additional
provision
Number that
defaulted during
the period
Recorded
investment of
TDRs that
defaulted during
the period
Financial impact
due to the
default of
previous TDR
taken as charge-
offs or additional
provisions
Commercial real estate:
CRE non-owner occupied— $— $— $— — $— $— 
CRE owner occupied60 67 — — — — 
Multifamily— — — — — — — 
Farmland— — — — — — — 
Total commercial real estate loans60 67 — — — — 
Consumer:
SFR 1-4 1st DT liens659 662 30 — — — 
SFR HELOCs and junior liens214 215 29 — — — 
Other— — — — — — — 
Total consumer loans873 877 59 — — — 
Commercial and industrial10 1,918 1,885 — — 
Construction— — — — — — — 
Agriculture production— — — — — — — 
Leases— — — — — — — 
Total18 $2,851 $2,829 $59 $$$— 
For all new TDRs, an impairment analysis is conducted. If the loan is determined to be collateral dependent, any additional amount of impairment will be calculated based on the difference between estimated collectible value and the current carrying balance of the loan. This difference could result in an increased provision and is typically charged off. If the asset is determined not to be collateral dependent, the impairment is measured on the net present value difference between the expected cash flows of the restructured loan and the cash flows which would have been received under the original terms. The effect of this could result in a requirement for additional provision to the reserve. The effect of these required provisions for the period are indicated above.
Typically if a TDR defaults during the period, the loan is then considered collateral dependent and, if it was not already considered collateral dependent, an appropriate provision will be reserved or charge will be taken. The additional provisions required resulting from default of previously modified TDR’s are noted above.