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Loans and Allowance for Credit Losses for Loans
9 Months Ended
Sep. 30, 2020
Receivables [Abstract]  
Loans and Allowance for Credit Losses for Loans Loans and Allowance for Credit Losses for Loans
The detail of the loan portfolio as of September 30, 2020 and December 31, 2019 was as follows: 
 September 30, 2020December 31, 2019
 (in thousands)
Loans:
Commercial and industrial *$6,903,345 $4,825,997 
Commercial real estate:
Commercial real estate16,815,587 15,996,741 
Construction1,720,775 1,647,018 
Total commercial real estate loans18,536,362 17,643,759 
Residential mortgage4,284,595 4,377,111 
Consumer:
Home equity457,083 487,272 
Automobile1,341,659 1,451,623 
Other consumer892,542 913,446 
Total consumer loans2,691,284 2,852,341 
Total loans$32,415,586 $29,699,208 
*Includes $2.3 billion of loans originated under the Paycheck Protection Program (PPP), net of unearned fees totaling $54.4 million at September 30, 2020.

Total loans includes net unearned discounts and deferred loan fees of $116.2 million at September 30, 2020 and net unearned premiums and deferred loan costs of $12.6 million at December 31, 2019. Net unearned discounts and deferred loan fees at September 30, 2020 include the non-credit discount on PCD loans and net unearned fees related to PPP loans.

Accrued interest on loans, which is excluded from the amortized cost of loans held for investment, totaled $117.9 million and $86.3 million at September 30, 2020 and December 31, 2019, respectively, and is presented separately in the consolidated statements of financial condition.

Valley transferred and sold approximately $30.0 million and $303.0 million of residential mortgage loans from the loan portfolio to loans held for sale during the nine months ended September 30, 2020 and 2019, respectively.
Excluding the loan transfers, there were no other sales of loans from the held for investment portfolio during the nine months ended September 30, 2020 and 2019.

Credit Risk Management

For all of its loan types, 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. See Valley’s Annual Report on Form 10-K for the year ended December 31, 2019 for further details.

Credit Quality

Loans are deemed to be past due when the contractually required principal and interest payments have not been received as they become due. Loans are placed on non-accrual status generally, when they become 90 days past due and the full and timely collection of principal and interest becomes uncertain. When a loan is placed on non-accrual status, interest accruals cease and uncollected accrued interest is reversed and charged against current income. Cash collections from non-accrual loans are generally applied against principal, and no interest income is recognized on these loans until the principal balance has been determined to be fully collectible.

A loan in which the borrowers’ obligation has not been released in bankruptcy courts may be restored to an accruing basis when it becomes well secured and is in the process of collection, or all past due amounts become current under the loan agreement and collectability is no longer doubtful.
The following table presents past due, current and non-accrual loans without an allowance for credit losses by loan portfolio class (including PCD loans) at September 30, 2020.
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 Credit Losses
 (in thousands)
September 30, 2020
Commercial and industrial
$6,587 $3,954 $6,759 $115,667 $132,967 $6,770,378 $6,903,345 $16,812 
Commercial real estate:
Commercial real estate
26,038 610 1,538 41,627 69,813 16,745,774 16,815,587 35,798 
Construction142 — — 2,497 2,639 1,718,136 1,720,775 2,405 
Total commercial real estate loans
26,180 610 1,538 44,124 72,452 18,463,910 18,536,362 38,203 
Residential mortgage22,528 3,760 891 23,877 51,056 4,233,539 4,284,595 12,356 
Consumer loans:
Home equity1,281 299 — 6,969 8,549 448,534 457,083 70 
Automobile4,797 808 538 472 6,615 1,335,044 1,341,659 — 
Other consumer2,901 245 215 — 3,361 889,181 892,542 — 
Total consumer loans
8,979 1,352 753 7,441 18,525 2,672,759 2,691,284 70 
Total$64,274 $9,676 $9,941 $191,109 $275,000 $32,140,586 $32,415,586 $67,441 
The following table presents past due, non-accrual and current loans by loan portfolio class at December 31, 2019. At December 31, 2019, purchased credit-impaired (PCI) loans were excluded from past due and non-accrual loans reported because they continued to earn interest income from the accretable yield at the pool level. The PCI loan pools are accounted for as PCD loans (on a loan level basis with a related allowance for credit losses) under the CECL standard adopted at January 1, 2020 and reported in the past due loans and non-accrual loans in the tables above at September 30, 2020.
 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 Non-PCI Loans
PCI Loans
(in thousands)
December 31, 2019
Commercial and industrial$11,700 $2,227 $3,986 $68,636 $86,549 $4,057,434 $682,014 
Commercial real estate:
Commercial real estate2,560 4,026 579 9,004 16,169 10,886,724 5,093,848 
Construction1,486 1,343 — 356 3,185 1,492,532 151,301 
Total commercial real estate loans
4,046 5,369 579 9,360 19,354 12,379,256 5,245,149 
Residential mortgage17,143 4,192 2,042 12,858 36,235 3,760,707 580,169 
Consumer loans:
Home equity1,051 80 — 1,646 2,777 373,243 111,252 
Automobile11,482 1,581 681 334 14,078 1,437,274 271 
Other consumer1,171 866 30 224 2,291 900,411 10,744 
Total consumer loans13,704 2,527 711 2,204 19,146 2,710,928 122,267 
Total$46,593 $14,315 $7,318 $93,058 $161,284 $22,908,325 $6,629,599 

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. Loans rated as Pass 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 (including PCD loans) based on the most recent analysis performed at September 30, 2020:
 Term Loans  
Amortized Cost Basis by Origination Year
September 30, 202020202019201820172016Prior to 2016Revolving Loans Amortized Cost BasisRevolving Loans Converted to Term LoansTotal
 (in thousands)
Commercial and industrial
Risk Rating:
Pass$2,656,655 $609,142 $523,833 $246,684 $185,298 $804,896 $1,613,011 $417 $6,639,936 
Special Mention724 10,634 11,786 10,236 11,310 14,895 44,412 68 104,065 
Substandard5,411 3,181 2,780 1,789 4,095 26,720 18,092 24 62,092 
Doubtful— 5,207 17,162 2,632 72,244 — — 97,252 
Total commercial and industrial$2,662,790 $628,164 $538,406 $275,871 $203,335 $918,755 $1,675,515 $509 $6,903,345 
Commercial real estate
Risk Rating:
Pass$2,456,797 $3,236,056 $2,360,488 $1,993,600 $1,929,677 $4,281,267 $189,008 $15,626 $16,462,519 
Special Mention23,864 — 26,028 7,197 42,882 86,098 3,481 — 189,550 
Substandard17,539 9,450 24,168 22,014 10,329 78,322 — — 161,822 
Doubtful— — — 787 — 909 — — 1,696 
Total commercial real estate$2,498,200 $3,245,506 $2,410,684 $2,023,598 $1,982,888 $4,446,596 $192,489 $15,626 $16,815,587 
Construction
Risk Rating:
Pass$105,422 $157,407 $123,416 $16,196 $47,202 $60,663 $1,162,297 $— $1,672,603 
Special Mention— — — — 10,058 — 32,407 — 42,465 
Substandard— 31 246 2,628 2,422 380 — — 5,707 
Total construction$105,422 $157,438 $123,662 $18,824 $59,682 $61,043 $1,194,704 $— $1,720,775 
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 (including PCD loans) based on payment activity by origination year as of September 30, 2020.
 Term Loans  
Amortized Cost Basis by Origination Year
September 30, 202020202019201820172016Prior to 2016Revolving Loans Amortized Cost BasisRevolving Loans Converted to Term LoansTotal
 (in thousands)
Residential mortgage
Performing$560,875 $807,219 $778,367 $645,289 $407,412 $1,019,903 $52,783 $— $4,271,848 
90 days or more past due— 1,459 2,947 2,849 3,895 1,597 — — 12,747 
Total residential mortgage $560,875 $808,678 $781,314 $648,138 $411,307 $1,021,500 $52,783 $— $4,284,595 
Consumer loans
Home equity
Performing$6,436 $12,015 $13,310 $10,178 $6,505 $17,626 $336,434 $52,986 $455,490 
90 days or more past due— — — — 25 111 617 840 1,593 
Total home equity6,436 12,015 13,310 10,178 6,530 17,737 337,051 53,826 457,083 
Automobile
Performing292,584 479,860 303,799 175,359 62,193 26,843 — — 1,340,638 
90 days or more past due40 304 270 246 16 145 — — 1,021 
Total automobile292,624 480,164 304,069 175,605 62,209 26,988 — — 1,341,659 
Other Consumer
Performing5,061 5,751 11,529 1,254 1,093 6,387 860,895 — 891,970 
90 days or more past due— — — — 20 136 408 572 
Total other consumer5,061 5,751 11,537 1,254 1,093 6,407 861,031 408 892,542 
Total Consumer$304,121 $497,930 $328,916 $187,037 $69,832 $51,132 $1,198,082 $54,234 $2,691,284 

The following table presents the credit exposure by internally assigned risk rating by class of loans (excluding PCI loans) based on the most recent analysis performed at December 31, 2019: 
Credit exposure—
by internally assigned risk rating
 Special  Total Non-PCI
PassMentionSubstandardDoubtfulLoans
 (in thousands)
December 31, 2019
Commercial and industrial$3,982,453 $33,718 $66,511 $61,301 $4,143,983 
Commercial real estate10,781,587 77,884 42,560 862 10,902,893 
Construction1,487,877 7,486 354 — 1,495,717 
Total$16,251,917 $119,088 $109,425 $62,163 $16,542,593 
For residential mortgages, automobile, home equity and other consumer loan portfolio classes (excluding PCI loans), Valley also evaluates credit quality based on the aging status of the loan, which is presented above, and by payment activity. The following table presents the recorded investment in those loan classes based on payment activity as of December 31, 2019:
Credit exposure—
by payment activity
Performing
Loans
Non-Performing
Loans
Total Non-PCI
Loans
 (in thousands)
December 31, 2019
Residential mortgage$3,784,084 $12,858 $3,796,942 
Home equity374,374 1,646 376,020 
Automobile1,451,018 334 1,451,352 
Other consumer902,478 224 902,702 
Total$6,511,954 $15,062 $6,527,016 

The following table summarizes information pertaining to loans that were identified as PCI loans by class based on individual loan payment activity as of December 31, 2019:  
Credit exposure—
by payment activity
Performing
Loans
Non-Performing
Loans
Total Non-PCI
Loans
 (in thousands)
December 31, 2019
Commercial and industrial$653,997 $28,017 $682,014 
Commercial real estate5,065,388 28,460 5,093,848 
Construction148,692 2,609 151,301 
Residential mortgage571,006 9,163 580,169 
Consumer120,356 1,911 122,267 
Total$6,559,439 $70,160 $6,629,599 
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). At the adoption of ASU 2016-13, Valley was not required to reassess whether modifications to individual PCI loans prior to January 1, 2020 met the TDR loan criteria.
The majority of 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 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 $58.1 million and $73.0 million as of September 30, 2020 and December 31, 2019, respectively. Non-performing TDRs totaled $96.8 million and $65.1 million as of September 30, 2020 and December 31, 2019, respectively.
The following table presents the pre- and post-modification amortized cost of loans by loan class modified as TDRs (excluding PCI loans prior to the adoption of ASU 2016-13) during the three and nine months ended September 30, 2020 and 2019. Post-modification amounts are presented as of September 30, 2020 and 2019.
Three Months Ended September 30,
20202019
Troubled Debt RestructuringsNumber
of
Contracts
Pre-Modification
Amortized Carrying Amount
Post-Modification
Amortized Carrying Amount
Number
of
Contracts
Pre-Modification
Amortized Carrying Amount
Post-Modification
Amortized Carrying Amount
 ($ in thousands)
Commercial and industrial28 $31,237 $30,938 53 $42,902 $41,772 
Commercial real estate4,249 4,240 75 75 
Residential mortgage247 247 — — — 
Consumer72 72 19 19 
Total32 $35,805 $35,497 55 $42,996 $41,866 


Nine Months Ended September 30,
20202019
Troubled Debt RestructuringsNumber
of
Contracts
Pre-Modification
Amortized Carrying Amount
Post-Modification
Amortized Carrying Amount
Number
of
Contracts
Pre-Modification
Amortized Carrying Amount
Post-Modification
Amortized Carrying Amount
 ($ in thousands)
Commercial and industrial33 $40,537 $38,204 104 $78,601 $72,183 
Commercial real estate8,996 9,000 4,740 4,699 
Residential mortgage247 247 155 154 
Consumer72 72 19 19 
Total39 $49,852 $47,523 109 $83,515 $77,055 

The total TDRs presented in the above table had allocated reserves for loan losses of $18.7 million and $29.6 million at September 30, 2020 and 2019, respectively. There were $1.9 million and $5.6 million of partial charge-offs related to TDRs for the three and nine months ended September 30, 2020, respectively. There were no partial charge-offs related to TDR loan modifications during three months ended September 30, 2020 and $2.0 million of partial charge-offs related to TDRs for the nine months ended September 30, 2019, respectively. Valley did not extend any commitments to lend additional funds to borrowers whose loans have been modified as TDRs during the three and nine months ended September 30, 2020 and 2019.

Loans modified as TDRs (excluding PCI loan modifications prior to the adoption of ASU 2016-13) within the previous 12 months and for which there was a payment default (90 or more days past due) for the three and nine months ended September 30, 2020 and 2019 were as follows:
 Three Months Ended September 30,
20202019
Troubled Debt Restructurings Subsequently DefaultedNumber of
Contracts
Amortized CostNumber of
Contracts
Recorded
Investment
 ($ in thousands)
Commercial and industrial30 $17,496 $604 
Residential mortgage— — 154 
Total30 $17,496 $758 
 Nine Months Ended September 30,
20202019
Troubled Debt Restructurings Subsequently DefaultedNumber of
Contracts
Amortized CostNumber of
Contracts
Recorded
Investment
 ($ in thousands)
Commercial and industrial35 $20,099 19 $12,235 
Commercial real estate— — 283 
Residential mortgage— — 369 
Consumer18 18 
Total36 $20,117 24 $12,905 

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 that were insignificant, when requested by customers. These modifications complied with the Coronavirus Aid, Relief, and Economic Security (CARES) Act to provide temporary payment relief to those borrowers directly impacted by COVID-19 who were not more than 30 days past due as of December 31, 2019. Generally, the modification terms allow for a deferral of payments for up to 90 days, which Valley may extend for an additional 90 days, for a maximum of 180 days on a cumulative and successive basis. As of September 30, 2020, Valley had approximately 1,400 of these loans with total outstanding balances of $1.1 billion remaining in their payment deferral period under short-term modifications. Under the applicable guidance, none of these loans were considered TDRs as of September 30, 2020.

Loans in Process of Foreclosure. Other real estate owned (OREO) totaled $7.7 million and $9.4 million at September 30, 2020 and December 31, 2019, respectively. OREO included foreclosed residential real estate properties totaling $799 thousand and $2.1 million at September 30, 2020 and December 31, 2019, respectively. Residential mortgage and consumer loans secured by residential real estate properties for which formal foreclosure proceedings are in process totaled $2.0 million and $2.8 million at September 30, 2020 and December 31, 2019, respectively.

Allowance for Credit Losses for Loans
The allowance for credit losses for loans under the new CECL standard adopted on January 1, 2020, consisted of the allowance for loan losses and the allowance for unfunded credit commitments. Prior periods reflect the allowance for credit losses for loans under the incurred loss model.
The following table summarizes the allowance for credit losses for loans at September 30, 2020 and December 31, 2019: 
September 30,
2020
December 31,
2019
 (in thousands)
Components of allowance for credit losses for loans:
Allowance for loan losses$325,032 $161,759 
Allowance for unfunded credit commitments10,296 2,845 
Total allowance for credit losses for loans$335,328 $164,604 
The following table summarizes the provision for credit losses for loans for the periods indicated:
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2020201920202019
 (in thousands)
Components of provision for credit losses for loans:
Provision for loan losses$30,833 $8,757 $105,709 $20,319 
Provision for unfunded credit commitments187 (57)350 (1,519)
Total provision for credit losses for loans$31,020 $8,700 $106,059 $18,800 
Allowance for Loan Losses

The allowance for loan losses is a valuation account that is deducted from loans' amortized cost basis to present the net amount expected to be collected on loans. Valley's methodology to establish the allowance for loan losses has two basic components: (1) a collective (pooled) reserve component for estimated lifetime expected credit losses for pools of loans that share similar risk characteristics and (2) an individual reserve component for loans that do not share common risk characteristics.

Reserves for loans that share common risk characteristics. In estimating the component of the allowance on a collective basis, Valley uses a transition matrix model which calculates an expected life of loan loss percentage for each loan pool by generating probability of default and loss given default metrics. The metrics are based on the migration of loans from performing to loss by credit quality rating or delinquency categories using historical life-of-loan analysis periods for each loan portfolio pool, and the severity of loss, based on the aggregate net lifetime losses incurred. The model's expected losses based on loss history are adjusted for qualitative factors. Among other things, these adjustments include and account for differences in: (i) lending policies and procedures, (ii) current business conditions and economic developments that affect the loan collectability, (iii) concentration risks by size, type, and geography, (iv) the potential volume and migration of loan forbearances to non-performing status, and (v) the effect of external factors such as legal and regulatory requirements on the level of estimated credit losses in the existing portfolio.

Valley utilizes a two-year reasonable and supportable forecast period followed by a one-year period over which estimated losses revert to historical loss experience for the remaining life of the loan. The forecasts consist of a multi-scenario economic forecast model to estimate future credit losses that is governed by a cross-functional committee. The committee meets each quarter to determine which economic scenarios developed by Moody's will be incorporated into the model, as well as the relative probability weightings of the selected scenarios, based upon all readily available information. The model projects economic variables under each scenario based on detailed statistical analyses. Valley has identified and selected key variables that most closely correlated to its historical credit performance, which include: GDP, unemployment and the Case-Shiller Home Price Index.
Reserves for loans that that do not share common risk characteristics. Valley measures specific reserves for individual loans that do not share common risk characteristics with other loans, consisting of collateral dependent, TDR, and expected TDR loans, based on the amount of lifetime expected credit losses calculated on those loans and charge-offs of those amounts determined to be uncollectible. Factors considered by Valley in measuring the extent of expected credit loss include payment status, collateral value, borrower financial condition, guarantor support and the probability of collecting scheduled principal and interest payments when due. If repayment is based upon future expected cash flows, the present value of the expected future cash flows discounted at the loan’s original effective interest rate is compared to the carrying value of the loan, and any shortfall is recorded as the allowance for credit losses. The effective interest rate used to discount expected cash flows is adjusted to incorporate expected prepayments, if applicable.

When Valley determines that foreclosure is probable, collateral dependent loan balances are written down to the estimated current fair value (less estimated selling costs) of each loan’s underlying collateral 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. Valley elected a practical expedient to use the estimated current fair value (less estimated selling costs) of the collateral to measure expected credit losses on collateral dependent loans when foreclosure is not probable.
The following table presents collateral dependent loans by class as of September 30, 2020:
 September 30,
2020
 (in thousands)
Commercial and industrial$115,877 
Commercial real estate:
Commercial real estate44,638 
Construction2,405 
Total commercial real estate loans
47,043 
Residential mortgage28,856 
Home equity88 
Total $191,864 

Commercial and industrial loans are primarily collateralized by taxi medallions in the table above. Commercial real estate loans are collateralized by real estate and construction loans are generally secured by the real estate to be developed and may also be secured by additional real estate to mitigate the risk. Residential and home equity loans are collateralized by residential real estate.

Allowance for Unfunded Credit Commitments

The allowance for unfunded credit commitments generally consists of undisbursed non-cancellable lines of credit, new loan commitments and commercial letters of credit valued using a similar methodology as used for loans. Management's estimate of expected losses inherent in these off-balance sheet credit exposures also incorporates estimated usage factors over the commitment's contractual period or an expected pull-through rate for new loan commitments. The allowance for unfunded credit commitments totaling $10.3 million at September 30, 2020 is included in accrued expenses and other liabilities on the consolidated statements of financial condition.
The following table details the activity in the allowance for loan losses by loan portfolio segment for the three and nine months ended September 30, 2020 and 2019: 
Commercial
and Industrial
Commercial
Real Estate
Residential
Mortgage
ConsumerTotal
 (in thousands)
Three Months Ended
September 30, 2020
Allowance for loan losses:
Beginning balance$132,039 $131,702 $29,630 $16,243 $309,614 
Loans charged-off(13,965)(695)(7)(2,458)(17,125)
Charged-off loans recovered 428 100 31 1,151 1,710 
Net (charge-offs) recoveries(13,537)(595)24 (1,307)(15,415)
Provision for loan losses11,907 13,543 (1,040)6,423 30,833 
Ending balance$130,409 $144,650 $28,614 $21,359 $325,032 
Three Months Ended
September 30, 2019
Allowance for losses:
Beginning balance$94,384 $48,978 $5,219 $6,524 $155,105 
Loans charged-off (527)(158)(111)(2,191)(2,987)
Charged-off loans recovered 330 28 617 978 
Net charge-offs(197)(130)(108)(1,574)(2,009)
Provision for loan losses6,815 (77)191 1,828 8,757 
Ending balance$101,002 $48,771 $5,302 $6,778 $161,853 

Commercial
and Industrial
Commercial
Real Estate
Residential
Mortgage
ConsumerTotal
 (in thousands)
Nine Months Ended
September 30, 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 
Loans charged-off(31,349)(766)(348)(7,624)(40,087)
Charged-off loans recovered 1,796 244 626 2,454 5,120 
Net (charge-offs) recoveries(29,553)(522)278 (5,170)(34,967)
Provision for loan losses40,734 49,702 2,701 12,572 105,709 
Ending balance$130,409 $144,650 $28,614 $21,359 $325,032 
Nine Months Ended
September 30, 2019
Allowance for losses:
Beginning balance$90,956 $49,650 $5,041 $6,212 $151,859 
Loans charged-off (7,882)(158)(126)(5,971)(14,137)
Charged-off loans recovered 2,008 71 13 1,720 3,812 
Net charge-offs(5,874)(87)(113)(4,251)(10,325)
Provision for loan losses15,920 (792)374 4,817 20,319 
Ending balance$101,002 $48,771 $5,302 $6,778 $161,853 
*    Includes a $61.6 million increase representing the estimated expected credit losses for PCD loans as a result of the adoption of CECL 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 at September 30, 2020 and December 31, 2019.
Commercial
and Industrial
Commercial
Real Estate
Residential
Mortgage
ConsumerTotal
 (in thousands)
September 30, 2020
Allowance for loan losses:
Individually evaluated for credit losses
$66,444 $2,058 $830 $1,232 $70,564 
Collectively evaluated for credit losses
63,965 142,592 27,784 20,127 254,468 
Total$130,409 $144,650 $28,614 $21,359 $325,032 
Loans:
Individually evaluated for credit losses
$136,696 $70,145 $35,551 $4,019 $246,411 
Collectively evaluated for credit losses
6,766,649 18,466,217 4,249,044 2,687,265 32,169,175 
Total$6,903,345 $18,536,362 $4,284,595 $2,691,284 $32,415,586 
December 31, 2019
Allowance for loan losses:
Individually evaluated for credit losses
$36,662 $1,338 $518 $58 $38,576 
Collectively evaluated for credit losses
67,397 44,335 4,542 6,909 123,183 
Total$104,059 $45,673 $5,060 $6,967 $161,759 
Loans:
Individually evaluated for credit losses
$100,860 $51,242 $10,689 $853 $163,644 
Collectively evaluated for credit losses
4,043,123 12,347,368 3,786,253 2,729,221 22,905,965 
Loans acquired with discounts related to credit quality
682,014 5,245,149 580,169 122,267 6,629,599 
Total$4,825,997 $17,643,759 $4,377,111 $2,852,341 $29,699,208 

Impaired loans. Impaired loans disclosures presented below as of December 31, 2019 represent requirements prior to the adoption of ASU No. 2016-13 on January 1, 2020. Impaired loans, consisting of non-accrual commercial and industrial loans, commercial real estate loans over $250 thousand and all loans which were modified in troubled debt restructurings, were individually evaluated for impairment. PCI loans were not classified as impaired loans because they are accounted for on a pool basis and were paying as expected.
The following table presents information about impaired loans by loan portfolio class at December 31, 2019:
Recorded
Investment
With No
Related
Allowance
Recorded
Investment
With
Related
Allowance
Total
Recorded
Investment
Unpaid
Contractual
Principal
Balance
Related
Allowance
 (in thousands)
December 31, 2019
Commercial and industrial$14,617 $86,243 $100,860 $114,875 $36,662 
Commercial real estate:
Commercial real estate26,046 24,842 50,888 51,258 1,338 
Construction354 — 354 354 — 
Total commercial real estate loans26,400 24,842 51,242 51,612 1,338 
Residential mortgage5,836 4,853 10,689 11,800 518 
Consumer loans:
Home equity366 487 853 956 58 
Total consumer loans366 487 853 956 58 
Total$47,219 $116,425 $163,644 $179,243 $38,576 

Purchased Credit-Impaired Loans

The table below includes disclosure requirements prior to the adoption of ASU No. 2016-13 on January 1, 2020, and presents the changes in the accretable yield for PCI loans during the three and nine months ended September 30, 2019:
 Three Months Ended
September 30, 2019
Nine Months Ended
September 30, 2019
 (in thousands)
Balance, beginning of period$853,887 $875,958 
Accretion(47,475)(155,981)
Net (decrease) increase in expected cash flows(58,268)28,167 
Balance, end of period$748,144 $748,144