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Loans and Allowance for Credit Losses for Loans
12 Months Ended
Dec. 31, 2022
Receivables [Abstract]  
Loans and Allowance for Credit Losses for Loans
LOANS AND ALLOWANCE FOR CREDIT LOSSES FOR LOANS (Note 5)
The detail of the loan portfolio as of December 31, 2022 and 2021 was as follows: 
 20222021
 (in thousands)
Loans:
Commercial and industrial:
Commercial and industrial$8,771,250 $5,411,601 
Commercial and industrial PPP loans *33,580 435,950 
Total commercial and industrial loans8,804,830 5,847,551 
Commercial real estate:
Commercial real estate25,732,033 18,935,486 
Construction3,700,835 1,854,580 
Total commercial real estate loans29,432,868 20,790,066 
Residential mortgage5,364,550 4,545,064 
Consumer:
Home equity503,884 400,779 
Automobile1,746,225 1,570,036 
Other consumer1,064,843 1,000,161 
Total consumer loans3,314,952 2,970,976 
Total loans$46,917,200 $34,153,657 
*    Represents SBA Paycheck Protection Program (PPP) loans, net of unearned fees totaling $667 thousand and $12.1 million at December 31, 2022 and 2021, respectively.
Total loans include net unearned discounts and deferred loan fees of $120.5 million and $78.5 million at December 31, 2022 and 2021, respectively. The increase in total loans at December 31, 2022 is partially attributed to $5.9 billion of loans acquired in the Bank Leumi USA acquisition, which was inclusive of a $98.6 million net purchase discount at the acquisition date. Net unearned discounts and deferred loan fees include the non-credit discount on acquired PCD loans and net unearned fees related to PPP loans at December 31, 2022 and 2021.
Accrued interest on loans, which is excluded from the amortized cost of loans held for investment, totaled $175.9 million and $83.7 million at December 31, 2022 and 2021, respectively, and is presented within total accrued interest receivable on the consolidated statements of financial condition.
There were no sales of loans from the held for investment portfolio during the years December 31, 2022 and 2021.
Related Party Loans
In the ordinary course of business, Valley has granted loans to certain directors, executive officers and their affiliates (collectively referred to as “related parties”). These loans were made on substantially the same terms, including interest rates and collateral, as those prevailing at the time for comparable transactions with other unaffiliated persons and do not involve more than normal risk of collectability. All loans to related parties are performing as of December 31, 2022.
The following table summarizes the changes in the total amounts of loans and advances to the related parties during the year ended December 31, 2022: 
 2022
 (in thousands)
Outstanding at beginning of year$233,439 
New loans and advances41,987 
Repayments(67,328)
Outstanding at end of year$208,098 
Loan Portfolio Risk Elements and Credit Risk Management
Credit risk management.  For all loan types discussed below, Valley adheres to a credit policy designed to minimize credit risk while generating the maximum income given the level of risk appetite. Management reviews and approves these policies and procedures on a regular basis with subsequent approval by the Board of Directors annually. Credit authority relating to a significant dollar percentage of the overall portfolio is centralized and controlled by the Credit Risk Management Division and by the Credit Committee. A reporting system supplements the management review process by providing management with frequent reports concerning loan production, loan quality, internal loan classification, concentrations of credit, loan delinquencies, non-performing, and potential problem loans. Loan portfolio diversification is an important factor utilized by Valley to manage its risk across business sectors and through cyclical economic circumstances. Additionally, Valley does not accept crypto assets as loan collateral for any of its loan portfolio classes discussed further below.
Commercial and industrial loans.  A significant portion of Valley’s commercial and industrial loan portfolio is granted to long standing customers of proven ability, strong repayment performance, and high character. Underwriting standards are designed to assess the borrower’s ability to generate recurring cash flow sufficient to meet the debt service requirements of loans granted. While such recurring cash flow serves as the primary source of repayment, a significant number of the loans are collateralized by borrower assets intended to serve as a secondary source of repayment should the need arise. Anticipated cash flows of borrowers, however, may not be as expected and the collateral securing these loans may fluctuate in value, or in the case of loans secured by accounts receivable, the ability of the borrower to collect all amounts due from its customers. Short-term loans may be made on an unsecured basis based on a borrower’s financial strength and past performance. Whenever possible, Valley will obtain the personal guarantee of the borrower’s principals to mitigate the risk. Unsecured loans, when made, are generally granted to the Bank’s most creditworthy borrowers. Unsecured commercial and industrial loans totaled $555.3 million and $1.0 billion at December 31, 2022 and 2021, respectively (including $33.6 million and $436.0 million of SBA guaranteed PPP loans, respectively). The commercial portfolio also includes taxi medallion loans totaling approximately $66.5 million with related reserves of $42.2 million at December 31, 2022. All of these loans are on non-accrual status due to ongoing weakness exhibited in the taxi industry caused by strong competition from alternative ride-sharing services and the economic stress caused by the COVID-19 pandemic and other factors.
Commercial real estate loans. Commercial real estate loans are subject to underwriting standards and processes similar to commercial and industrial loans but generally they involve larger principal balances and longer repayment periods as compared to commercial and industrial loans. Commercial real estate loans are viewed primarily as cash flow loans and secondarily as loans secured by real property. Repayment of most loans is dependent upon the cash flow generated from the property securing the loan or the business that occupies the property. Commercial real estate loans may be more adversely affected by conditions in the real estate markets or in the general economy and accordingly, conservative loan to value ratios are required at origination, as well as stress tested to evaluate the impact of market changes relating to key underwriting elements. The properties securing the commercial real estate portfolio represent diverse types, with most properties located within Valley’s primary markets.
Construction loans.  With respect to loans to developers and builders, Valley originates and manages construction loans structured on either a revolving or non-revolving basis, depending on the nature of the underlying development project. These loans are generally secured by the real estate to be developed and may also be secured by additional real estate to mitigate the risk. Non-revolving construction loans often involve the disbursement of substantially all committed funds with repayment substantially dependent on the successful completion and sale, or lease, of the project. Sources of repayment for these types of loans may be from pre-committed permanent loans from other lenders, sales of developed property, or an interim loan commitment from Valley until permanent financing is obtained elsewhere. Revolving construction loans (generally relating to single-family residential construction) are controlled with loan advances dependent upon the presale of housing units financed. These loans are closely monitored by on-site inspections and are considered to have higher risks than other real estate loans due to their ultimate repayment being sensitive to interest rate changes, governmental regulation of real property, general economic conditions and the availability of long-term financing.
Residential mortgages.  Valley originates residential, first mortgage loans based on underwriting standards that generally comply with Fannie Mae and/or Freddie Mac requirements. Appraisals and valuations of real estate collateral are contracted directly with independent appraisers or from valuation services and not through appraisal management companies. The Bank’s appraisal management policy and procedure is in accordance with regulatory requirements and guidance issued by the Bank’s primary regulator. Credit scoring, using FICO® and other proprietary credit scoring models are employed in the ultimate, judgmental credit decision by Valley’s underwriting staff. Valley does not use third party contract underwriting services. Residential mortgage loans include fixed and variable interest rate loans secured by one to four family homes mostly located in northern and central New Jersey, the New York City metropolitan area, and Florida. Valley’s ability to be repaid on such loans is closely linked to the economic and real estate market conditions in these regions. In deciding whether to originate each residential mortgage, Valley considers the qualifications of the borrower as well as the value of the underlying property.
Home equity loans.  Home equity lending consists of both fixed and variable interest rate products. Valley mainly provides home equity loans to its residential mortgage customers within the footprint of its primary lending territory. Valley generally will not exceed a combined (i.e., first and second mortgage) loan-to-value ratio of 80 percent when originating a home equity loan.
Automobile loans.  Valley uses both judgmental and scoring systems in the credit decision process for automobile loans. Automobile originations (including light truck and sport utility vehicles) are largely produced via indirect channels, originated through approved automobile dealers. Automotive collateral is generally a depreciating asset and there are times in the life of an automobile loan where the amount owed on a vehicle may exceed its collateral value. Additionally, automobile charge-offs will vary based on the strength or weakness of the used vehicle market, original advance rate, when in the life cycle of a loan a default occurs and the condition of the collateral being liquidated. Where permitted by law, and subject to the limitations of the bankruptcy code, deficiency judgments are sought and acted upon to ultimately collect all money owed, even when a default resulted in a loss at collateral liquidation. Valley uses a third party to actively track collision and comprehensive risk insurance required of the borrower on the automobile and this third party provides coverage to Valley in the event of an uninsured collateral loss.
Other consumer loans.  Valley’s other consumer loan portfolio includes direct consumer term loans, both secured and unsecured. The other consumer loan portfolio includes exposures in personal lines of credit (mainly those secured by cash surrender value of life insurance), credit card loans and personal loans. Unsecured consumer loans totaled approximately $63.8 million and $54.0 million, including $16.8 million and $12.8 million of credit card loans, at December 31, 2022 and 2021, respectively. Management believes the aggregate risk exposure to unsecured loans and lines of credit was not significant at December 31, 2022.
Credit Quality
The following table presents past due, current and non-accrual loans without an allowance for loan losses by loan portfolio class at December 31, 2022 and 2021:
 Past Due and Non-Accrual Loans  
 30-59 Days
Past Due
Loans
60-89 Days
Past Due
Loans
90 Days or More
Past Due Loans
Non-Accrual
Loans
Total
Past Due
Loans
Current
Loans
Total
Loans
Non-Accrual Loans Without Allowance for Loan Losses
 (in thousands)
December 31, 2022
Commercial and industrial$11,664 $12,705 $18,392 $98,881 $141,642 $8,663,188 $8,804,830 $5,659 
Commercial real estate:
Commercial real estate6,638 3,167 2,292 68,316 80,413 25,651,620 25,732,033 66,066 
Construction— — 3,990 74,230 78,220 3,622,615 3,700,835 16,120 
Total commercial real estate loans6,638 3,167 6,282 142,546 158,633 29,274,235 29,432,868 82,186 
Residential mortgage16,146 3,315 1,866 25,160 46,487 5,318,063 5,364,550 14,224 
Consumer loans:
Home equity955 254 — 2,810 4,019 499,865 503,884 117 
Automobile5,974 630 271 6,876 1,739,349 1,746,225 — 
Other consumer2,158 695 46 93 2,992 1,061,851 1,064,843 — 
Total consumer loans9,087 1,579 47 3,174 13,887 3,301,065 3,314,952 117 
Total$43,535 $20,766 $26,587 $269,761 $360,649 $46,556,551 $46,917,200 $102,186 
 Past Due and Non-Accrual Loans  
 30-59 Days
Past Due
Loans
60-89 Days
Past Due
Loans
90 Days or More
Past Due Loans
Non-Accrual
Loans
Total
Past Due
Loans
Current LoansTotal LoansNon-Accrual Loans Without Allowance for Loan Losses
 (in thousands)
December 31, 2021
Commercial and industrial$6,717 $7,870 $1,273 $99,918 $115,778 $5,731,773 $5,847,551 $9,066 
Commercial real estate:
Commercial real estate14,421 — 32 83,592 98,045 18,837,441 18,935,486 70,719 
Construction1,941 — — 17,641 19,582 1,834,998 1,854,580 — 
Total commercial real estate loans16,362 — 32 101,233 117,627 20,672,439 20,790,066 70,719 
Residential mortgage10,999 3,314 677 35,207 50,197 4,494,867 4,545,064 20,401 
Consumer loans:
Home equity242 98 — 3,517 3,857 396,922 400,779 
Automobile6,391 656 271 240 7,558 1,562,478 1,570,036 — 
Other consumer178 266 518 101 1,063 999,098 1,000,161 — 
Total consumer loans6,811 1,020 789 3,858 12,478 2,958,498 2,970,976 
Total$40,889 $12,204 $2,771 $240,216 $296,080 $33,857,577 $34,153,657 $100,190 
If interest on non-accrual loans had been accrued in accordance with the original contractual terms, such interest income would have amounted to approximately $21.7 million, $7.1 million, and $6.2 million for the years ended December 31, 2022, 2021 and 2020, respectively; none of these amounts were included in interest income during these periods. 
Credit quality indicators. Valley utilizes an internal loan classification system as a means of reporting problem loans within commercial and industrial, commercial real estate, and construction loan portfolio classes. Under Valley’s internal risk rating system, loan relationships could be classified as “Pass,” “Special Mention,” “Substandard,” “Doubtful,” and “Loss.” Substandard loans include loans that exhibit well-defined weakness and are characterized by the distinct possibility that Valley will sustain some loss if the deficiencies are not corrected. Loans classified as Doubtful have all the weaknesses inherent in those classified as Substandard with the added characteristic that the weaknesses present make collection or liquidation in full, based on currently existing facts, conditions and values, highly questionable and improbable. Loans classified as Loss are those considered uncollectible with insignificant value and are charged-off immediately to the allowance for loan losses, and, therefore, not presented in the table below. Loans that do not currently pose a sufficient risk to warrant classification in one of the aforementioned categories but pose weaknesses that deserve management’s close attention are deemed Special Mention. Pass rated loans do not currently pose any identified risk and can range from the highest to average quality, depending on the degree of potential risk. Risk ratings are updated any time the situation warrants.
The following table presents the internal loan classification risk by loan portfolio class by origination year based on the most recent analysis performed at December 31, 2022 and 2021:
 Term Loans  
Amortized Cost Basis by Origination Year
December 31, 202220222021202020192018Prior to 2018Revolving Loans Amortized Cost BasisRevolving Loans Converted to Term LoansTotal
 (in thousands)
Commercial and industrial
Risk Rating:
Pass$1,600,747 $1,089,386 $590,406 $322,564 $250,031 $386,085 $4,307,163 $144 $8,546,526 
Special Mention31,557 3,367 19,492 4,732 4,369 3,558 51,021 118,103 
Substandard288 1,734 4,121 1,412 4,256 4,879 31,698 — 48,388 
Doubtful886 20,844 — 2,692 — 64,158 3,233 — 91,813 
Total commercial and industrial$1,633,478 $1,115,331 $614,019 $331,400 $258,656 $458,680 $4,393,115 $151 $8,804,830 
Commercial real estate
Risk Rating:
Pass$6,815,115 $5,168,127 $3,246,885 $2,672,223 $1,536,327 $5,027,128 $452,461 $3,504 $24,921,770 
Special Mention93,286 48,007 60,169 45,447 62,111 125,414 8,188 — 442,622 
Substandard15,088 34,475 32,630 34,622 59,337 183,341 7,986 — 367,479 
Doubtful— — — — — 162 — — 162 
Total commercial real estate$6,923,489 $5,250,609 $3,339,684 $2,752,292 $1,657,775 $5,336,045 $468,635 $3,504 $25,732,033 
Construction
Risk Rating:
Pass$942,380 $512,046 $61,131 $22,845 $8,676 $20,599 $2,040,866 $— $3,608,543 
Special Mention— — — — — — 14,268 — 14,268 
Substandard12,969 12,601 — 974 — 17,599 20,138 — 64,281 
Doubtful— — — — — 13,743 — — 13,743 
Total construction$955,349 $524,647 $61,131 $23,819 $8,676 $51,941 $2,075,272 $— $3,700,835 
 Term Loans  
Amortized Cost Basis by Origination Year
December 31, 202120212020201920182017Prior to 2017Revolving Loans Amortized Cost BasisRevolving Loans Converted to Term LoansTotal
 (in thousands)
Commercial and industrial
Risk Rating:
Pass$1,563,050 $743,165 $461,022 $362,748 $143,753 $337,713 $1,968,513 $247 $5,580,211 
Special Mention4,182 1,195 3,217 14,143 1,726 9,869 102,145 40 136,517 
Substandard8,248 4,823 3,139 7,077 910 408 19,642 109 44,356 
Doubtful— — 2,733 — 16,355 67,379 — — 86,467 
Total commercial and industrial$1,575,480 $749,183 $470,111 $383,968 $162,744 $415,369 $2,090,300 $396 $5,847,551 
Commercial real estate
Risk Rating:
Pass$4,517,917 $2,983,140 $2,702,580 $1,734,922 $1,474,770 $4,557,011 $195,851 $13,380 $18,179,571 
Special Mention7,700 50,019 46,911 44,187 65,623 143,540 50,168 — 408,148 
Substandard735 34,655 29,029 41,231 70,941 169,041 1,949 — 347,581 
Doubtful— — — — — 186 — — 186 
Total commercial real estate$4,526,352 $3,067,814 $2,778,520 $1,820,340 $1,611,334 $4,869,778 $247,968 $13,380 $18,935,486 
Construction
Risk Rating:
Pass$274,097 $98,609 $48,555 $32,781 $6,061 $28,419 $1,313,555 $— $1,802,077 
Special Mention4,131 — 1,009 — — — 18,449 — 23,589 
Substandard199 19 246 — 17,842 10,602 — 28,914 
Total construction$278,427 $98,628 $49,570 $33,027 $6,061 $46,261 $1,342,606 $— $1,854,580 
For residential mortgages, automobile, home equity and other consumer loan portfolio classes, Valley evaluates credit quality based on the aging status of the loan and by payment activity. The following table presents the amortized cost in those loan classes based on payment activity by origination year as of December 31, 2022 and 2021:
 Term Loans  
Amortized Cost Basis by Origination Year
December 31, 202220222021202020192018Prior to 2018Revolving Loans Amortized Cost BasisRevolving Loans Converted to Term LoansTotal
 (in thousands)
Residential mortgage
Performing$1,302,279 $1,502,622 $571,390 $500,197 $338,062 $1,073,995 $66,706 $— $5,355,251 
90 days or more past due— 197 217 1,835 2,876 4,174 — — 9,299 
Total residential mortgage $1,302,279 $1,502,819 $571,607 $502,032 $340,938 $1,078,169 $66,706 $— $5,364,550 
Consumer loans
Home equity
Performing$47,084 $12,432 $4,592 $5,024 $5,581 $13,007 $376,608 $38,570 $502,898 
90 days or more past due— — — — — — 276 710 986 
Total home equity47,084 12,432 4,592 5,024 5,581 13,007 376,884 39,280 503,884 
Automobile
Performing724,557 525,017 204,578 166,103 80,012 45,415 — — 1,745,682 
90 days or more past due38 116 36 180 101 72 — — 543 
Total automobile724,595 525,133 204,614 166,283 80,113 45,487 — — 1,746,225 
Other consumer
Performing24,140 10,144 8,206 7,435 7,406 15,736 991,737 — 1,064,804 
90 days or more past due— — — — — 38 — 39 
Total other consumer24,140 10,144 8,206 7,435 7,406 15,774 991,738 — 1,064,843 
Total consumer$795,819 $547,709 $217,412 $178,742 $93,100 $74,268 $1,368,622 $39,280 $3,314,952 
 Term Loans  
Amortized Cost Basis by Origination Year
December 31, 202120212020201920182017Prior to 2017Revolving Loans Amortized Cost BasisRevolving Loans Converted to Term LoansTotal
 (in thousands)
Residential mortgage
Performing$1,448,602 $635,531 $572,911 $425,152 $368,164 $1,014,190 $70,342 $— $4,534,892 
90 days or more past due— 357 2,627 2,056 2,794 2,338 — — 10,172 
Total residential mortgage $1,448,602 $635,888 $575,538 $427,208 $370,958 $1,016,528 $70,342 $— $4,545,064 
Consumer loans
Home equity
Performing$13,847 $5,723 $6,994 $7,384 $5,359 $13,597 $303,888 $42,822 $399,614 
90 days or more past due— — — — — 35 536 594 1,165 
Total home equity13,847 5,723 6,994 7,384 5,359 13,632 304,424 43,416 400,779 
Automobile
Performing735,446 309,856 278,828 157,450 72,753 15,171 — — 1,569,504 
90 days or more past due129 — 78 163 81 81 — — 532 
Total automobile735,575 309,856 278,906 157,613 72,834 15,252 — — 1,570,036 
Other consumer
Performing2,949 6,717 6,468 7,017 1,009 14,483 961,027 — 999,670 
90 days or more past due— — — — — — 491 — 491 
Total other consumer2,949 6,717 6,468 7,017 1,009 14,483 961,518 — 1,000,161 
Total consumer$752,371 $322,296 $292,368 $172,014 $79,202 $43,367 $1,265,942 $43,416 $2,970,976 
Troubled debt restructured loans. From time to time, Valley may extend, restructure, or otherwise modify the terms of existing loans, on a case-by-case basis, to remain competitive and retain certain customers, as well as assist other customers who may be experiencing financial difficulties. If the borrower is experiencing financial difficulties and a concession has been made at the time of such modification, the loan is classified as a troubled debt restructured loan (TDR).
Generally, the concessions made for TDRs involve lowering the monthly payments on loans through either a reduction in interest rate below a market rate, an extension of the term of the loan without a corresponding adjustment to the risk premium reflected in the interest rate, or a combination of these two methods. The concessions may also involve payment deferrals but rarely result in the forgiveness of principal or accrued interest. In addition, Valley frequently obtains additional collateral or guarantor support when modifying such loans. If the borrower has demonstrated performance under the previous terms of the loan and Valley’s underwriting process shows the borrower has the capacity to continue to perform under the restructured terms, the loan will continue to accrue interest. Non-accruing restructured loans may be returned to accrual status when there has been a sustained period of repayment performance (generally six consecutive months of payments) and both principal and interest are deemed collectible.
Performing TDRs (not reported as non-accrual loans) totaled $77.5 million and $71.3 million as of December 31, 2022 and 2021, respectively. Non-performing TDRs totaled $124.0 million and $117.2 million as of December 31, 2022 and 2021, respectively.
The following table presents pre- and post-modification amortized cost of loans by loan class modified as TDRs during the years ended December 31, 2022 and 2021. Post-modification amounts are presented as of December 31, 2022 and 2021, respectively.
Troubled Debt
Restructurings
Number of
 Contracts
Pre-Modification
Outstanding
Recorded Investment
Post-Modification
Outstanding
Recorded Investment
  ($ in thousands)
December 31, 2022
Commercial and industrial95 $117,429 $90,259 
Commercial real estate:
Commercial real estate26,375 25,608 
Construction11,025 9,077 
Total commercial real estate37,400 34,685 
Residential mortgage3,206 3,209 
Consumer125 116 
Total112 $158,160 $128,269 
December 31, 2021
Commercial and industrial70 $52,790 $48,764 
Commercial real estate:
Commercial real estate12 29,480 29,313 
Construction22,049 18,418 
Total commercial real estate15 51,529 47,731 
Residential mortgage14 9,663 9,578 
Consumer170 161 
Total100 $114,152 $106,234 
The total TDRs presented in the table above had allocated a specific allowance for loan losses that totaled $63.0 million and $29.1 million at December 31, 2022 and 2021, respectively. There were $26.2 million and $6.0 million of charge-offs related to TDRs for the years ended December 31, 2022 and 2021, respectively. As of December 31, 2022 and 2021, the commercial and industrial loan category in the above table mostly consisted of non-accrual TDR taxi medallion loans classified as substandard and doubtful. Valley did not extend any commitments to lend additional funds to borrowers whose loans have been modified as TDRs during the year ended December 31, 2022.
Loans modified as TDRs within the previous 12 months and for which there was a payment default (90 or more days past due) in the years ended December 31, 2022 and 2021 were as follows:
 Years Ended December 31,
20222021
Troubled Debt Restructurings Subsequently DefaultedNumber of
Contracts
Recorded
Investment
Number of
Contracts
Recorded
Investment
 ($ in thousands)
Commercial and industrial$20,844 — $— 
Commercial real estate:
Commercial real estate5,207 10,261 
Construction— — 17,599 
Total commercial real estate5,207 27,860 
Residential mortgage1,071 — — 
Total$27,122 $27,860 

Collateral dependent loans. Loans are collateral-dependent when the debtor is experiencing financial difficulty and repayment is expected to be provided substantially through the sale or operation of the collateral. When Valley determines that foreclosure is probable, the collateral dependent loan balances are written down to the estimated current fair value (less estimated selling costs) resulting in an immediate charge-off to the allowance, excluding any consideration for personal guarantees that may be pursued in the Bank’s collection process.
The following table presents collateral dependent loans by class as of December 31, 2022 and 2021:
 20222021
 (in thousands)
Collateral dependent loans:
Commercial and industrial *$94,433 $95,335 
Commercial real estate130,199 110,174 
Residential mortgage33,865 35,745 
Home equity195 
Total $258,692 $241,258 
* Commercial and industrial loans presented in the table above are primarily collateralized by taxi medallions.
Allowance for Credit Losses for Loans
The following table summarizes the allowance for credit losses for loans at December 31, 2022 and 2021:
20222021
 (in thousands)
Components of allowance for credit losses for loans:
Allowance for loan losses$458,655 $359,202 
Allowance for unfunded credit commitments24,600 16,500 
Total allowance for credit losses for loans$483,255 $375,702 
The following table summarizes the provision for credit losses for loans for the years ended December 31, 2022, 2021 and 2020: 
202220212020
 (in thousands)
Components of provision for credit losses for loans:
Provision for loan losses$48,236 $27,507 $123,922 
Provision for unfunded credit commitments8,100 5,389 1,165 
Total provision for credit losses for loans$56,336 $32,896 $125,087 
The following table details the activity in the allowance for loan losses by portfolio segment for the years ended December 31, 2022 and 2021: 
Commercial
and Industrial
Commercial
Real Estate
Residential
Mortgage
ConsumerTotal
 (in thousands)
December 31, 2022
Allowance for loan losses:
Beginning balance$103,090 $217,490 $25,120 $13,502 $359,202 
Allowance for PCD loans (1)
33,452 36,618 206 43 70,319 
Loans charged-off(33,250)(4,561)(28)(4,057)(41,896)
Charged-off loans recovered 17,081 2,073 711 2,929 22,794 
Net (charge-offs) recoveries(16,169)(2,488)683 (1,128)(19,102)
Provision for loan losses19,568 7,788 13,011 7,869 48,236 
Ending balance$139,941 $259,408 $39,020 $20,286 $458,655 
December 31, 2021
Allowance for loan losses:
Beginning balance$131,070 $164,113 $28,873 $16,187 $340,243 
Allowance for PCD loans (2)
3,528 2,953 57 6,542 
Loans charged-off (21,507)(382)(140)(4,303)(26,332)
Charged-off loans recovered 3,934 2,557 676 4,075 11,242 
Net (charge-offs) recoveries(17,573)2,175 536 (228)(15,090)
(Credit) provision for loan losses(13,935)48,249 (4,346)(2,461)27,507 
Ending balance$103,090 $217,490 $25,120 $13,502 $359,202 
(1)    The allowance for PCD loans is presented net of PCD loan charge-offs totaling $62.4 million in the second quarter 2022 related to the Bank Leumi USA acquisition.
(2)    The allowance for PCD loans related to the Westchester acquisition during the fourth quarter 2021.
The following table represents the allocation of the allowance for loan losses and the related loans by loan portfolio segment disaggregated based on the allowance measurement methodology for the years ended December 31, 2022 and 2021.
Commercial
and Industrial
Commercial
Real Estate
Residential
Mortgage
ConsumerTotal
 (in thousands)
December 31, 2022
Allowance for loan losses:
Individually evaluated for credit losses$68,745 $13,174 $337 $4,338 $86,594 
Collectively evaluated for credit losses71,196 246,234 38,683 15,948 372,061 
Total$139,941 $259,408 $39,020 $20,286 $458,655 
Loans:
Individually evaluated for credit losses$117,644 $213,522 $28,869 $14,058 $374,093 
Collectively evaluated for credit losses8,687,186 29,219,346 5,335,681 3,300,894 46,543,107 
Total$8,804,830 $29,432,868 $5,364,550 $3,314,952 $46,917,200 
December 31, 2021
Allowance for loan losses:
Individually evaluated for credit losses$64,359 $6,277 $470 $390 $71,496 
Collectively evaluated for credit losses38,731 211,213 24,650 13,112 287,706 
Total$103,090 $217,490 $25,120 $13,502 $359,202 
Loans:
Individually evaluated for credit losses$119,760 $134,135 $42,469 $2,431 $298,795 
Collectively evaluated for credit losses5,727,791 20,655,931 4,502,595 2,968,545 33,854,862 
Total$5,847,551 $20,790,066 $4,545,064 $2,970,976 $34,153,657