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, 2021 and 2020 was as follows: 2021 2020 (in thousands) Loans: Commercial and industrial: Commercial and industrial $ 5,411,601 $ 4,709,569 Commercial and industrial PPP loans * 435,950 2,152,139 Total commercial and industrial loans 5,847,551 6,861,708 Commercial real estate: Commercial real estate 18,935,486 16,724,998 Construction 1,854,580 1,745,825 Total commercial real estate loans 20,790,066 18,470,823 Residential mortgage 4,545,064 4,183,743 Consumer: Home equity 400,779 431,553 Automobile 1,570,036 1,355,955 Other consumer 1,000,161 913,330 Total consumer loans 2,970,976 2,700,838 Total loans $ 34,153,657 $ 32,217,112 * Represents SBA Paycheck Protection Program (PPP) loans, net of unearned fees totaling $12.1 million and $43.2 million at December 31, 2021 and 2020, respectively. Total loans include net unearned discounts and deferred loan fees of $78.5 million and $95.8 million at December 31, 2021 and 2020, respectively. Net unearned discounts and deferred loan fees include the non-credit discount on purchased credit deterioration (PCD) loans and net unearned fees related to PPP loans at December 31, 2021 and 2020. Accrued interest on loans, which is excluded from the amortized cost of loans held for investment, totaled $83.7 million and $90.2 million at December 31, 2021 and 2020, respectively, and is presented within total accrued interest receivable on the consolidated statements of financial condition. Valley transferred and sold approximately $30.0 million of residential mortgage loans from the loan portfolio to loans held for sale in 2020. Excluding the loan transfers, there were no other sales of loans from the held for investment portfolio during the years December 31, 2021 and 2020. 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, 2021. The following table summarizes the changes in the total amounts of loans and advances to the related parties during the year ended December 31, 2021: 2021 (in thousands) Outstanding at beginning of year $ 239,625 New loans and advances 7,613 Repayments (13,799) Outstanding at end of year $ 233,439 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. 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 credit worthy borrowers. Unsecured commercial and industrial loans totaled $1.0 billion and $2.7 billion at December 31, 2021 and 2020, respectively (including $436.0 million and $2.2 billion of SBA guaranteed PPP loans, respectively). The commercial portfolio also includes taxi medallion loans totaling approximately $86.0 million with related reserves of $58.5 million at December 31, 2021. 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. 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 $54.0 million and $49.4 million, including $12.8 million and $8.8 million of credit card loans, at December 31, 2021 and 2020, respectively. Management believes the aggregate risk exposure to unsecured loans and lines of credit was not significant at December 31, 2021. 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, 2021 and 2020: Past Due and Non-Accrual Loans 30-59 Days 60-89 Days 90 Days or More Non-Accrual Total Current Total Non-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 estate 14,421 — 32 83,592 98,045 18,837,441 18,935,486 70,719 Construction 1,941 — — 17,641 19,582 1,834,998 1,854,580 — Total commercial real estate loans 16,362 — 32 101,233 117,627 20,672,439 20,790,066 70,719 Residential mortgage 10,999 3,314 677 35,207 50,197 4,494,867 4,545,064 20,401 Consumer loans: Home equity 242 98 — 3,517 3,857 396,922 400,779 4 Automobile 6,391 656 271 240 7,558 1,562,478 1,570,036 — Other consumer 178 266 518 101 1,063 999,098 1,000,161 — Total consumer loans 6,811 1,020 789 3,858 12,478 2,958,498 2,970,976 4 Total $ 40,889 $ 12,204 $ 2,771 $ 240,216 $ 296,080 $ 33,857,577 $ 34,153,657 $ 100,190 Past Due and Non-Accrual Loans 30-59 Days 60-89 Days 90 Days or More Non-Accrual Total Current Loans Total Loans Non-Accrual Loans Without Allowance for Loan Losses (in thousands) December 31, 2020 Commercial and industrial $ 6,393 $ 2,252 $ 9,107 $ 106,693 $ 124,445 $ 6,737,263 $ 6,861,708 $ 4,075 Commercial real estate: Commercial real estate 35,030 1,326 993 46,879 84,228 16,640,770 16,724,998 32,416 Construction 315 — — 84 399 1,745,426 1,745,825 — Total commercial real estate loans 35,345 1,326 993 46,963 84,627 18,386,196 18,470,823 32,416 Residential mortgage 17,717 10,351 3,170 25,817 57,055 4,126,688 4,183,743 11,610 Consumer loans: Home equity 953 492 — 4,936 6,381 425,172 431,553 50 Automobile 8,056 1,107 245 338 9,746 1,346,209 1,355,955 — Other consumer 1,248 224 26 535 2,033 911,297 913,330 — Total consumer loans 10,257 1,823 271 5,809 18,160 2,682,678 2,700,838 50 Total $ 69,712 $ 15,752 $ 13,541 $ 185,282 $ 284,287 $ 31,932,825 $ 32,217,112 $ 48,151 If interest on non-accrual loans had been accrued in accordance with the original contractual terms, such interest income would have amounted to approximately $7.1 million , $6.2 million, and $2.5 million for the years ended December 31, 2021, 2020 and 2019, 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, 2021 and 2020: Term Loans Amortized Cost Basis by Origination Year December 31, 2021 2021 2020 2019 2018 2017 Prior to 2017 Revolving Loans Amortized Cost Basis Revolving Loans Converted to Term Loans Total (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 Mention 4,182 1,195 3,217 14,143 1,726 9,869 102,145 40 136,517 Substandard 8,248 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 Mention 7,700 50,019 46,911 44,187 65,623 143,540 50,168 — 408,148 Substandard 735 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 Mention 4,131 — 1,009 — — — 18,449 — 23,589 Substandard 199 19 6 246 — 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 Term Loans Amortized Cost Basis by Origination Year December 31, 2020 2020 2019 2018 2017 2016 Prior to 2016 Revolving Loans Amortized Cost Basis Revolving Loans Converted to Term Loans Total (in thousands) Commercial and industrial Risk Rating: Pass $ 3,058,596 $ 605,112 $ 556,284 $ 212,215 $ 162,483 $ 337,484 $ 1,677,559 $ 350 $ 6,610,083 Special Mention 819 10,236 2,135 9,502 10,228 14,165 49,883 51 97,019 Substandard 5,215 3,876 12,481 1,798 4,215 12,965 18,913 462 59,925 Doubtful — 5,203 1 17,010 2,596 69,871 — — 94,681 Total commercial and industrial $ 3,064,630 $ 624,427 $ 570,901 $ 240,525 $ 179,522 $ 434,485 $ 1,746,355 $ 863 $ 6,861,708 Commercial real estate Risk Rating: Pass $ 3,096,549 $ 3,052,076 $ 2,230,047 $ 1,767,528 $ 1,798,137 $ 3,916,990 $ 199,145 $ 15,532 $ 16,076,004 Special Mention 50,193 68,203 44,336 48,813 66,845 109,295 1,705 — 389,390 Substandard 18,936 17,049 30,997 59,618 11,541 118,725 2,531 — 259,397 Doubtful — — — — — 207 — — 207 Total commercial real estate $ 3,165,678 $ 3,137,328 $ 2,305,380 $ 1,875,959 $ 1,876,523 $ 4,145,217 $ 203,381 $ 15,532 $ 16,724,998 Construction Risk Rating: Pass $ 145,246 $ 120,800 $ 111,174 $ 15,497 $ 47,971 $ 20,029 $ 1,199,034 $ — $ 1,659,751 Special Mention — 1,043 — — 9,996 17,414 47,311 — 75,764 Substandard — 26 246 2,628 17 380 7,013 — 10,310 Total construction $ 145,246 $ 121,869 $ 111,420 $ 18,125 $ 57,984 $ 37,823 $ 1,253,358 $ — $ 1,745,825 For residential mortgages, automobile, home equity and other consumer loan portfolio classes, Valley also evaluates credit quality based on the aging status of the loan, which was previously presented, 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, 2021 and 2020: Term Loans Amortized Cost Basis by Origination Year December 31, 2021 2021 2020 2019 2018 2017 Prior to 2017 Revolving Loans Amortized Cost Basis Revolving Loans Converted to Term Loans Total (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 equity 13,847 5,723 6,994 7,384 5,359 13,632 304,424 43,416 400,779 Automobile Performing 735,446 309,856 278,828 157,450 72,753 15,171 — — 1,569,504 90 days or more past due 129 — 78 163 81 81 — — 532 Total automobile 735,575 309,856 278,906 157,613 72,834 15,252 — — 1,570,036 Other consumer Performing 2,949 6,717 6,468 7,017 1,009 14,483 961,027 — 999,670 90 days or more past due — — — — — — 491 — 491 Total other consumer 2,949 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 Term Loans Amortized Cost Basis by Origination Year December 31, 2020 2020 2019 2018 2017 2016 Prior to 2016 Revolving Loans Amortized Cost Basis Revolving Loans Converted to Term Loans Total (in thousands) Residential mortgage Performing $ 730,764 $ 778,161 $ 684,761 $ 582,650 $ 380,723 $ 943,616 $ 64,798 $ — $ 4,165,473 90 days or more past due — 3,085 4,212 3,464 4,144 3,365 — — 18,270 Total residential mortgage $ 730,764 $ 781,246 $ 688,973 $ 586,114 $ 384,867 $ 946,981 $ 64,798 $ — $ 4,183,743 Consumer loans Home equity Performing $ 8,580 $ 10,634 $ 11,756 $ 8,886 $ 5,340 $ 15,393 $ 318,869 $ 50,879 $ 430,337 90 days or more past due — — — — 25 83 378 730 1,216 Total home equity 8,580 10,634 11,756 8,886 5,365 15,476 319,247 51,609 431,553 Automobile Performing 426,121 438,181 272,075 151,523 50,853 16,550 — — 1,355,303 90 days or more past due 19 108 173 223 35 94 — — 652 Total automobile 426,140 438,289 272,248 151,746 50,888 16,644 — — 1,355,955 Other consumer Performing 12,271 5,558 6,815 1,112 1,077 5,314 880,748 — 912,895 90 days or more past due — — — — — 22 5 408 435 Total other consumer 12,271 5,558 6,815 1,112 1,077 5,336 880,753 408 913,330 Total consumer $ 446,991 $ 454,481 $ 290,819 $ 161,744 $ 57,330 $ 37,456 $ 1,200,000 $ 52,017 $ 2,700,838 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 Performing TDRs (not reported as non-accrual loans) totaled $71.3 million and $57.4 million as of December 31, 2021 and 2020, respectively. Non-performing TDRs totaled $117.2 million and $92.8 million as of December 31, 2021 and 2020, respectively. The following table presents pre- and post-modification amortized cost of loans by loan class modified as TDRs during the years ended December 31, 2021 and 2020. Post-modification amounts are presented as of December 31, 2021 and 2020, respectively. Troubled Debt Number of Pre-Modification Post-Modification ($ in thousands) December 31, 2021 Commercial and industrial 70 $ 52,790 $ 48,764 Commercial real estate: Commercial real estate 12 29,480 29,313 Construction 3 22,049 18,418 Total commercial real estate 15 51,529 47,731 Residential mortgage 14 9,663 9,578 Consumer 1 170 161 Total 100 $ 114,152 $ 106,234 December 31, 2020 Commercial and industrial 42 $ 46,090 $ 42,679 Commercial real estate: Commercial real estate 6 24,683 21,654 Construction — — — Total commercial real estate 6 24,683 21,654 Residential mortgage 12 2,377 2,323 Consumer 1 72 70 Total 61 $ 73,222 $ 66,726 The total TDRs presented in the table above had allocated a specific allowance for loan losses that totaled $29.1 million and $21.1 million at December 31, 2021 and 2020, respectively. There were $6.0 million and $7.7 million of charge-offs related to TDRs for the years ended December 31, 2021 and 2020, respectively . At December 31, 2021, the commercial and industrial loan category in the above table mostly consisted of non-accrual TDR taxi medallion loans classified as substandard and doubtful. Valley did not extend any commitments to lend additional funds to borrowers whose loans have been modified as TDRs during the year ended December 31, 2021. Loans modified as TDRs within the previous 12 months and for which there was a payment default (90 or more days past due) in the years ended December 31, 2021 and 2020 were as follows: Years Ended December 31, 2021 2020 Troubled Debt Restructurings Subsequently Defaulted Number of Recorded Number of Recorded ($ in thousands) Commercial and industrial — $ — 27 $ 23,247 Commercial real estate: Commercial real estate 1 10,261 — — Construction 2 17,599 — — Total commercial real estate 3 27,860 — — Residential mortgage — — 1 247 Total 3 $ 27,860 28 $ 23,494 Forbearance . In response to the COVID-19 pandemic and its economic impact to certain customers, Valley implemented short-term loan modifications such as payment deferrals, fee waivers, extensions of repayment terms, or delays in payment, when requested by customers, all of which were insignificant. As of December 31, 2021, Valley had approximately $28 million of outstanding loans remaining in their payment deferral period under short-term modifications as compared to approximately $361 million of loans in deferral at December 31, 2020. Under the applicable guidance, none of these loans were classified as TDRs at December 31, 2021 and 2020. 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, 2021 and 2020: 2021 2020 (in thousands) Collateral dependent loans: Commercial and industrial * $ 95,335 $ 106,239 Commercial real estate 110,174 41,562 Residential mortgage 35,745 28,176 Home equity 4 50 Total $ 241,258 $ 176,027 * Commercial and industrial loans 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, 2021 and 2020: 2021 2020 (in thousands) Components of allowance for credit losses for loans: Allowance for loan losses $ 359,202 $ 340,243 Allowance for unfunded credit commitments 16,500 11,111 Total allowance for credit losses for loans $ 375,702 $ 351,354 The following table summarizes the provision for credit losses for loans for the years ended December 31, 2021, 2020 and 2019: 2021 2020 2019 (in thousands) Components of provision for credit losses for loans: Provision for loan losses $ 27,507 $ 123,922 $ 25,809 Provision for unfunded credit commitments 5,389 1,165 (1,591) Total provision for credit losses for loans $ 32,896 $ 125,087 $ 24,218 The following table details the activity in the allowance for loan losses by portfolio segment for the years ended December 31, 2021 and 2020: Commercial Commercial Residential Consumer Total (in thousands) December 31, 2021 Allowance for loan losses: Beginning balance $ 131,070 $ 164,113 $ 28,873 $ 16,187 $ 340,243 Allowance for purchased credit deteriorated (PCD) loans 3,528 2,953 57 4 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 December 31, 2020 Allowance for loan losses: Beginning balance $ 104,059 $ 45,673 $ 5,060 $ 6,967 $ 161,759 Impact of ASU 2016-13 adoption* 15,169 49,797 20,575 6,990 92,531 Beginning balance, adjusted 119,228 95,470 25,635 13,957 254,290 Loans charged-off (34,630) (767) (598) (9,294) (45,289) Charged-off loans recovered 1,956 1,506 670 3,188 7,320 Net (charge-offs) recoveries (32,674) 739 72 (6,106) (37,969) Provision for loan losses 44,516 67,904 3,166 8,336 123,922 Ending balance $ 131,070 $ 164,113 $ 28,873 $ 16,187 $ 340,243 * Includes a $61.6 million increase representing the estimated expected credit losses for PCD loans as a result of the ASU 2016-13 adoption on January 1, 2020. 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, 2021 and 2020. Commercial Commercial Residential Consumer Total (in thousands) December 31, 2021 Allowance for loan losses: Individually evaluated for credit losses $ 64,359 $ 6,277 $ 470 $ 390 $ 71,496 Collectively evaluated for credit losses 38,731 211,213 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 losses 5,727,791 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 December 31, 2020 Allowance for loan losses: Individually evaluated for credit losses $ 73,063 $ 1,338 $ 1,206 $ 264 $ 75,871 Collectively evaluated for credit losses 58,007 162,775 27,667 15,923 264,372 Total $ 131,070 $ 164,113 $ 28,873 $ 16,187 $ 340,243 Loans: Individually evaluated for credit losses $ 131,057 $ 61,754 $ 35,151 $ 1,631 $ 229,593 Collectively evaluated for credit losses 6,730,651 18,409,069 4,148,592 2,699,207 31,987,519 Total $ 6,861,708 $ 18,470,823 $ 4,183,743 $ 2,700,838 $ 32,217,112 |