Loans and Allowance for Credit Losses for Loans | Loans and Allowance for Credit Losses for Loans The detail of the loan portfolio as of June 30, 2020 and December 31, 2019 was as follows: June 30, 2020 December 31, 2019 (in thousands) Loans: Commercial and industrial * $ 6,884,689 $ 4,825,997 Commercial real estate: Commercial real estate 16,571,877 15,996,741 Construction 1,721,352 1,647,018 Total commercial real estate loans 18,293,229 17,643,759 Residential mortgage 4,405,147 4,377,111 Consumer: Home equity 471,115 487,272 Automobile 1,369,489 1,451,623 Other consumer 890,942 913,446 Total consumer loans 2,731,546 2,852,341 Total loans $ 32,314,611 $ 29,699,208 * Includes $2.2 billion of loans originated under the SBA Paycheck Protection Program (PPP), net of unearned fees totaling $62.1 million at June 30, 2020. Total loans includes net unearned discounts and deferred loan fees of $131.3 million at June 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 June 30, 2020 include the non-credit discount on PCD loans and net unearned fees related to SBA PPP loans. Accrued interest on loans, which is excluded from the amortized cost of loans held for investment, totaled $104.2 million and $86.3 million at June 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 $216.3 million of residential mortgage loans from the loan portfolio to loans held for sale during the six months ended June 30, 2020 and 2019 , respectively. Excluding the loan transfers, there were no sales of loans from the held for investment portfolio during the six months ended June 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 June 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) June 30, 2020 Commercial and industrial $ 6,206 $ 4,178 $ 5,220 $ 130,876 $ 146,480 $ 6,738,209 $ 6,884,689 $ 13,501 Commercial real estate: Commercial real estate 13,912 1,543 — 43,678 59,133 16,512,744 16,571,877 40,476 Construction — — — 3,308 3,308 1,718,044 1,721,352 2,830 Total commercial real estate loans 13,912 1,543 — 46,986 62,441 18,230,788 18,293,229 43,306 Residential mortgage 35,263 4,169 3,812 25,776 69,020 4,336,127 4,405,147 13,717 Consumer loans: Home equity 3,236 864 363 5,326 9,789 461,326 471,115 145 Automobile 8,254 2,171 1,173 1,621 13,219 1,356,270 1,369,489 — Other consumer 1,472 751 546 — 2,769 888,173 890,942 — Total consumer loans 12,962 3,786 2,082 6,947 25,777 2,705,769 2,731,546 145 Total $ 68,343 $ 13,676 $ 11,114 $ 210,585 $ 303,718 $ 32,010,893 $ 32,314,611 $ 70,669 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 June 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 estate 2,560 4,026 579 9,004 16,169 10,886,724 5,093,848 Construction 1,486 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 mortgage 17,143 4,192 2,042 12,858 36,235 3,760,707 580,169 Consumer loans: Home equity 1,051 80 — 1,646 2,777 373,243 111,252 Automobile 11,482 1,581 681 334 14,078 1,437,274 271 Other consumer 1,171 866 30 224 2,291 900,411 10,744 Total consumer loans 13,704 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 June 30, 2020 : Term Loans Amortized Cost Basis by Origination Year June 30, 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 $ 2,680,515 $ 697,134 $ 644,080 $ 306,259 $ 169,439 $ 422,608 $ 1,705,273 $ 466 $ 6,625,774 Special Mention 77 9,522 1,408 10,669 11,138 15,595 45,635 88 94,132 Substandard 5,963 7,356 1,269 2,155 3,331 13,704 13,040 57 46,875 Doubtful — 1,340 — 17,577 — 97,769 1,222 — 117,908 Total commercial and industrial $ 2,686,555 $ 715,352 $ 646,757 $ 336,660 $ 183,908 $ 549,676 $ 1,765,170 $ 611 $ 6,884,689 Commercial real estate Risk Rating: Pass $ 1,589,407 $ 3,175,366 $ 2,480,315 $ 2,059,141 $ 1,957,684 $ 4,775,400 $ 198,836 $ 12,031 $ 16,248,180 Special Mention — 18,913 31,799 18,620 32,853 73,609 3,496 — 179,290 Substandard 4,783 100 10,855 18,186 5,636 102,424 — — 141,984 Doubtful — — — 811 — 1,612 — — 2,423 Total commercial real estate $ 1,594,190 $ 3,194,379 $ 2,522,969 $ 2,096,758 $ 1,996,173 $ 4,953,045 $ 202,332 $ 12,031 $ 16,571,877 Construction Risk Rating: Pass $ 43,118 $ 135,181 $ 160,452 $ 28,928 $ 49,000 $ 99,014 $ 1,186,010 $ — $ 1,701,703 Special Mention — — — — 9,774 435 6,114 — 16,323 Substandard — — — — 2,405 921 — — 3,326 Total construction $ 43,118 $ 135,181 $ 160,452 $ 28,928 $ 61,179 $ 100,370 $ 1,192,124 $ — $ 1,721,352 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 June 30, 2020 . Term Loans Amortized Cost Basis by Origination Year June 30, 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 $ 414,014 $ 827,300 $ 851,792 $ 701,366 $ 426,897 $ 1,097,287 $ 73,757 $ — $ 4,392,413 90 days or more past due — 1,316 2,973 3,880 4,565 — — — 12,734 Total residential mortgage $ 414,014 $ 828,616 $ 854,765 $ 705,246 $ 431,462 $ 1,097,287 $ 73,757 $ — $ 4,405,147 Consumer loans Home equity Performing $ 3,816 $ 12,678 $ 15,090 $ 11,387 $ 6,941 $ 18,823 $ 347,142 $ 53,086 $ 468,963 90 days or more past due — — — — 25 321 1,046 760 2,152 Total home equity 3,816 12,678 15,090 11,387 6,966 19,144 348,188 53,846 471,115 Automobile Performing 184,095 524,849 338,665 200,947 75,553 42,550 — — 1,366,659 90 days or more past due 49 921 824 620 197 219 — — 2,830 Total automobile 184,144 525,770 339,489 201,567 75,750 42,769 — — 1,369,489 Other Consumer Performing 910 6,286 13,232 1,306 1,723 12,179 854,340 408 890,384 90 days or more past due — 15 — — — 4 539 — 558 Total other consumer 910 6,301 13,232 1,306 1,723 12,183 854,879 408 890,942 Total Consumer $ 188,870 $ 544,749 $ 367,811 $ 214,260 $ 84,439 $ 74,096 $ 1,203,067 $ 54,254 $ 2,731,546 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 Pass Mention Substandard Doubtful Loans (in thousands) December 31, 2019 Commercial and industrial $ 3,982,453 $ 33,718 $ 66,511 $ 61,301 $ 4,143,983 Commercial real estate 10,781,587 77,884 42,560 862 10,902,893 Construction 1,487,877 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 equity 374,374 1,646 376,020 Automobile 1,451,018 334 1,451,352 Other consumer 902,478 224 902,702 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 estate 5,065,388 28,460 5,093,848 Construction 148,692 2,609 151,301 Residential mortgage 571,006 9,163 580,169 Consumer 120,356 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 $53.9 million and $73.0 million as of June 30, 2020 and December 31, 2019 , respectively. Non-performing TDRs totaled $85.6 million and $65.1 million as of June 30, 2020 and December 31, 2019 , respectively. The following table presents the pre- and post-modification amortized cost of loans by loan class modified as TDRs (excluding PCI loans prior to the adoption of ASU 2016-13) during the three and six months ended June 30, 2020 and 2019 . Post-modification amounts are presented as of June 30, 2020 and 2019 . Three Months Ended June 30, 2020 2019 Troubled Debt Restructurings Number of Contracts Pre-Modification Amortized Carrying Amount Post-Modification Amortized Carrying Amount Number of Contracts Pre-Modification Amortized Carrying Amount Post-Modification Amortized Carrying Amount ($ in thousands) Commercial and industrial 4 $ 9,052 $ 7,047 17 $ 14,663 $ 14,187 Commercial real estate: Commercial real estate 1 885 900 1 3,067 3,067 Construction 2 435 218 — — — Total commercial real estate 3 1,320 1,118 1 3,067 3,067 Residential mortgage — — — 1 155 155 Total 7 $ 10,372 $ 8,165 19 $ 17,885 $ 17,409 Six Months Ended June 30, 2020 2019 Troubled Debt Restructurings Number 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 industrial 20 $ 22,196 $ 19,674 53 $ 38,216 $ 37,248 Commercial real estate: Commercial real estate 2 4,748 4,762 2 4,665 4,665 Construction 2 435 218 — — — Total commercial real estate 4 5,183 4,980 2 4,665 4,665 Residential mortgage — — — 1 155 155 Total 24 $ 27,379 $ 24,654 56 $ 43,036 $ 42,068 The total TDRs presented in the above table had allocated reserves for loan losses of $8.4 million and $11.7 million at June 30, 2020 and 2019 , respectively. There were $2.9 million and $3.7 million of partial charge-offs related to TDRs for the three and six months ended June 30, 2020 , respectively. There were $1.1 million and $2.0 million of partial charge-offs related to TDRs for the three and six months ended June 30, 2019 , respectively. Valley did not extend any commitments to lend additional funds to borrowers whose loans have been modified as TDRs during the three and six months ended June 30, 2020 and 2019 . Loans modified as TDRs (excluding PCI loan modifications prior to the adoption of ASU 2016-13) within the previous 12 months and for which there was a payment default ( 90 or more days past due) for the three and six months ended June 30, 2020 and 2019 were as follows: Three Months Ended June 30, 2020 2019 Troubled Debt Restructurings Subsequently Defaulted Number of Contracts Amortized Cost Number of Contracts Recorded Investment ($ in thousands) Commercial and industrial 20 $ 14,986 18 $ 12,322 Commercial real estate — — 1 383 Residential mortgage 1 220 — — Consumer 2 204 — — Total 23 $ 15,410 19 $ 12,705 Six Months Ended June 30, 2020 2019 Troubled Debt Restructurings Subsequently Defaulted Number of Contracts Amortized Cost Number of Contracts Recorded Investment ($ in thousands) Commercial and industrial 20 $ 14,986 18 $ 12,322 Commercial real estate — — 1 383 Residential mortgage 1 220 2 215 Consumer 2 204 1 18 Total 23 $ 15,410 22 $ 12,938 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 June 30, 2020 , Valley had approximately 7,000 loans totaling approximately $3.1 billion in their contractual deferred payment period in accordance with short-term modification terms. Under the applicable guidance, none of these loans were considered TDRs as of June 30, 2020 . Loans in Process of Foreclosure. Other real estate owned (OREO) totaled $8.3 million and $9.4 million at June 30, 2020 and December 31, 2019 , respectively. OREO included foreclosed residential real estate properties totaling $2.5 million and $2.1 million at June 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 $1.8 million and $2.8 million at June 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: (1) the allowance for loan losses and (2) 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 June 30, 2020 and December 31, 2019 : June 30, December 31, (in thousands) Components of allowance for credit losses for loans: Allowance for loan losses $ 309,614 $ 161,759 Allowance for unfunded credit commitments 10,109 2,845 Total allowance for credit losses for loans $ 319,723 $ 164,604 The following table summarizes the provision for credit losses for loans for the periods indicated: Three Months Ended Six Months Ended 2020 2019 2020 2019 (in thousands) Components of provision for credit losses for loans: Provision for loan losses $ 41,025 $ 3,706 $ 74,876 $ 11,562 Provision for unfunded credit commitments 90 (1,606 ) 163 (1,462 ) Total provision for credit losses for loans $ 41,115 $ 2,100 $ 75,039 $ 10,100 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 our 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 June 30, 2020 : June 30, (in thousands) Commercial and industrial $ 124,323 Commercial real estate: Commercial real estate 51,386 Construction 2,830 Total commercial real estate loans 54,216 Residential mortgage 15,581 Home equity 276 Total $ 194,396 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 $10.1 million at June 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 three and six months ended June 30, 2020 and 2019 : Commercial and Industrial Commercial Real Estate Residential Mortgage Consumer Total (in thousands) Three Months Ended Allowance for loan losses: Beginning balance $ 127,437 $ 111,585 $ 29,456 $ 14,864 $ 283,342 Loans charged-off (14,024 ) (27 ) (5 ) (2,601 ) (16,657 ) Charged-off loans recovered 799 51 545 509 1,904 Net (charge-offs) recoveries (13,225 ) 24 540 (2,092 ) (14,753 ) Provision for loan losses 17,827 20,093 (366 ) 3,471 41,025 Ending balance $ 132,039 $ 131,702 $ 29,630 $ 16,243 $ 309,614 Three Months Ended Allowance for losses: Beginning balance $ 94,630 $ 47,762 $ 5,139 $ 6,850 $ 154,381 Loans charged-off (3,073 ) — — (1,752 ) (4,825 ) Charged-off loans recovered 1,195 22 9 617 1,843 Net (charge-offs) recoveries (1,878 ) 22 9 (1,135 ) (2,982 ) Provision for loan losses 1,632 1,194 71 809 3,706 Ending balance $ 94,384 $ 48,978 $ 5,219 $ 6,524 $ 155,105 Commercial and Industrial Commercial Real Estate Residential Mortgage Consumer Total (in thousands) Six Months Ended 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 (17,384 ) (71 ) (341 ) (5,166 ) (22,962 ) Charged-off loans recovered 1,368 144 595 1,303 3,410 Net (charge-offs) recoveries (16,016 ) 73 254 (3,863 ) (19,552 ) Provision for loan losses 28,827 36,159 3,741 6,149 74,876 Ending balance $ 132,039 $ 131,702 $ 29,630 $ 16,243 $ 309,614 Six Months Ended Allowance for losses: Beginning balance $ 90,956 $ 49,650 $ 5,041 $ 6,212 $ 151,859 Loans charged-off (7,355 ) — (15 ) (3,780 ) (11,150 ) Charged-off loans recovered 1,678 43 10 1,103 2,834 Net (charge-offs) recoveries (5,677 ) 43 (5 ) (2,677 ) (8,316 ) Provision for loan losses 9,105 (715 ) 183 2,989 11,562 Ending balance $ 94,384 $ 48,978 $ 5,219 $ 6,524 $ 155,105 * Includes a $61.6 million reclassification adjustment representing the estimated expected credit losses for PCD loans. 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 June 30, 2020 and December 31, 2019 . Commercial and Industrial Commercial Real Estate Residential Mortgage Consumer Total (in thousands) June 30, 2020 Allowance for loan losses: Individually evaluated for credit losses $ 69,333 $ 1,237 $ 430 $ 498 $ 71,498 Collectively evaluated for credit losses 62,706 130,465 29,200 15,745 238,116 Total $ 132,039 $ 131,702 $ 29,630 $ 16,243 $ 309,614 Loans: Individually evaluated for credit losses $ 138,120 $ 77,914 $ 22,148 $ 3,096 $ 241,278 Collectively evaluated for credit losses 6,746,569 18,215,315 4,382,999 2,728,450 32,073,333 Total $ 6,884,689 $ 18,293,229 $ 4,405,147 $ 2,731,546 $ 32,314,611 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. 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 estate 26,046 24,842 50,888 51,258 1,338 Construction 354 — 354 354 — Total commercial real estate loans 26,400 24,842 51,242 51,612 1,338 Residential mortgage 5,836 4,853 10,689 11,800 518 Consumer loans: Home equity 366 487 853 956 58 Total consumer loans 366 487 853 956 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 six months ended June 30, 2019: Three Months Ended Six Months Ended (in thousands) Balance, beginning of period $ 890,771 $ 875,958 Accretion (55,014 ) (108,506 ) Net increase in expected cash flows 18,130 86,435 Balance, end of period $ 853,887 $ 853,887 |