Loans, Notes, Trade and Other Receivables Disclosure [Text Block] | Note 4 Loans The period end loan composition was as follows: ($ in Thousands) Dec 31, 2021 Dec 31, 2020 PPP $ 66,070 $ 767,757 Asset-based lending 178,027 137,476 Commercial and industrial 8,208,289 7,563,945 Commercial real estate - owner occupied 971,326 900,912 Commercial and business lending 9,423,711 9,370,091 Commercial real estate - investor 4,384,569 4,342,584 Real estate construction 1,808,976 1,840,417 Commercial real estate lending 6,193,545 6,183,001 Total commercial 15,617,256 15,553,091 Residential mortgage 7,567,310 7,878,324 Home equity 595,615 707,255 Other consumer 301,723 301,876 Auto 143,045 11,177 Total consumer 8,607,693 8,898,632 Total loans $ 24,224,949 $ 24,451,724 Accrued interest receivable on loans totaled $55 million at December 31, 2021, and $66 million at December 31, 2020, and is included in interest receivable on the consolidated balance sheets. Interest accrued but not received for loans placed on nonaccrual is reversed against interest income. The amount of accrued interest reversed totaled approximately $574,000 for the year ended December 31, 2021, and $3 million for the year ended December 31, 2020. The Corporation has granted loans to its directors, executive officers, or their related interests. These loans were made on substantially the same terms, including rates and collateral, as those prevailing at the time for comparable transactions with other unrelated customers, and do not involve more than a normal risk of collection. These loans to related parties are summarized below: ($ in Thousands) 2021 2020 Balance at beginning of year $ 29,420 $ 16,772 New loans 24,218 19,140 Repayments (8,244) (6,643) Change due to status of executive officers and directors (150) 152 Balance at end of year $ 45,245 $ 29,420 The following table presents commercial and consumer loans by credit quality indicator by vintage year at December 31, 2021: Term Loans Amortized Cost Basis by Origination Year (a) ($ in Thousands) Rev Loans Converted to Term (a) Rev Loans Amortized Cost Basis 2021 2020 2019 2018 2017 Prior Total PPP: (b) Risk rating: Pass $ — $ — $ 44,921 $ 18,610 $ — $ — $ — $ — $ 63,531 Special Mention — — 212 281 — — — — 493 Potential Problem — — 2,000 — — — — — 2,000 Nonaccrual — — — 46 — — — — 46 PPP $ — $ — $ 47,134 $ 18,936 $ — $ — $ — $ — $ 66,070 Commercial and industrial: (c) Risk rating: Pass $ 2,084 $ 2,371,605 $ 2,631,753 $ 852,758 $ 986,300 $ 710,491 $ 177,568 $ 493,876 $ 8,224,351 Special Mention — 7,068 5,900 1,695 — — — 2,811 17,474 Potential Problem 2,706 26,387 23,415 19,960 46,296 20,924 104 1,172 138,258 Nonaccrual 76 — 5,996 161 52 24 — — 6,233 Commercial and industrial $ 4,867 $ 2,405,059 $ 2,667,064 $ 874,575 $ 1,032,647 $ 731,439 $ 177,671 $ 497,860 $ 8,386,316 Commercial real estate - owner occupied: Risk rating: Pass $ 10,092 $ 30,869 $ 261,418 $ 178,424 $ 187,073 $ 110,169 $ 54,538 $ 117,011 $ 939,503 Special Mention — 226 — 4,628 — — — 245 5,100 Potential Problem — 526 5,953 4,721 10,047 727 2,204 2,546 26,723 Commercial real estate - owner occupied $ 10,092 $ 31,621 $ 267,371 $ 187,773 $ 197,120 $ 110,896 $ 56,742 $ 119,802 $ 971,326 Commercial and business lending: Risk rating: Pass $ 12,176 $ 2,402,474 $ 2,938,092 $ 1,049,792 $ 1,173,373 $ 820,660 $ 232,106 $ 610,887 $ 9,227,385 Special Mention — 7,294 6,112 6,604 — — — 3,056 23,066 Potential Problem 2,706 26,913 31,368 24,681 56,343 21,651 2,307 3,718 166,981 Nonaccrual 76 — 5,996 207 52 24 — — 6,279 Commercial and business lending $ 14,958 $ 2,436,680 $ 2,981,569 $ 1,081,284 $ 1,229,767 $ 842,335 $ 234,414 $ 617,662 $ 9,423,711 Commercial real estate - investor: Risk rating: Pass $ 37,430 $ 105,521 $ 1,650,936 $ 685,423 $ 867,606 $ 414,079 $ 139,320 $ 230,452 $ 4,093,337 Special Mention — — 57,163 27,384 33,016 72 — 6,781 124,416 Potential Problem — — 21,309 9,860 22,243 34,591 3,564 14,573 106,138 Nonaccrual — — 45,502 8,158 6,820 — — 197 60,677 Commercial real estate - investor $ 37,430 $ 105,521 $ 1,774,910 $ 730,825 $ 929,685 $ 448,741 $ 142,883 $ 252,003 $ 4,384,569 Real estate construction: Risk rating: Pass $ — $ 31,773 $ 843,664 $ 614,469 $ 204,337 $ 48,647 $ 2,229 $ 12,212 $ 1,757,331 Special Mention — — 2,203 11,929 — 15,885 41 2 30,060 Potential Problem — — 37 120 21,251 — — — 21,408 Nonaccrual — — — — — — — 177 177 Real estate construction $ — $ 31,773 $ 845,903 $ 626,518 $ 225,588 $ 64,532 $ 2,270 $ 12,392 $ 1,808,976 Commercial real estate lending: Risk rating: Pass $ 37,430 $ 137,294 $ 2,494,600 $ 1,299,893 $ 1,071,943 $ 462,726 $ 141,549 $ 242,664 $ 5,850,668 Special Mention — — 59,366 39,313 33,016 15,957 41 6,784 154,476 Potential Problem — — 21,345 9,980 43,494 34,591 3,564 14,573 127,546 Nonaccrual — — 45,502 8,158 6,820 — — 374 60,855 Commercial real estate lending $ 37,430 $ 137,294 $ 2,620,814 $ 1,357,343 $ 1,155,273 $ 513,273 $ 145,153 $ 264,395 $ 6,193,545 Term Loans Amortized Cost Basis by Origination Year (a) ($ in Thousands) Rev Loans Converted to Term (a) Rev Loans Amortized Cost Basis 2021 2020 2019 2018 2017 Prior Total Total commercial: Risk rating: Pass $ 49,606 $ 2,539,768 $ 5,432,693 $ 2,349,685 $ 2,245,316 $ 1,283,386 $ 373,655 $ 853,551 $ 15,078,053 Special Mention — 7,294 65,478 45,917 33,016 15,957 41 9,840 177,543 Potential Problem 2,706 26,913 52,713 34,660 99,837 56,241 5,871 18,291 294,527 Nonaccrual 76 — 51,498 8,365 6,872 24 — 374 67,134 Total commercial $ 52,388 $ 2,573,974 $ 5,602,382 $ 2,438,627 $ 2,385,040 $ 1,355,608 $ 379,567 $ 882,057 $ 15,617,256 Residential mortgage: Risk rating: Pass $ — $ — $ 1,771,447 $ 1,945,029 $ 974,188 $ 428,459 $ 673,447 $ 1,716,419 $ 7,508,989 Special Mention — — — — — 285 — 461 746 Potential Problem — — 475 332 404 265 81 658 2,214 Nonaccrual — — 1,993 2,911 4,479 6,224 6,019 33,734 55,362 Residential mortgage $ — $ — $ 1,773,915 $ 1,948,272 $ 979,071 $ 435,233 $ 679,547 $ 1,751,272 $ 7,567,310 Home equity: Risk rating: Pass $ 6,728 $ 498,970 $ 1,216 $ 1,401 $ 7,640 $ 8,742 $ 7,660 $ 61,251 $ 586,880 Special Mention 133 100 — 102 4 — — 638 844 Potential Problem 6 — 6 — — 13 — 146 165 Nonaccrual 925 35 9 92 211 305 302 6,772 7,726 Home equity $ 7,792 $ 499,104 $ 1,232 $ 1,595 $ 7,856 $ 9,059 $ 7,962 $ 68,807 $ 595,615 Other consumer: Risk rating: Pass $ 443 $ 180,312 $ 9,297 $ 4,987 $ 2,884 $ 371 $ 265 $ 103,075 $ 301,191 Special Mention 7 351 — 4 — — — 7 363 Nonaccrual 6 120 — 14 7 — 19 11 170 Other consumer $ 456 $ 180,783 $ 9,297 $ 5,005 $ 2,890 $ 371 $ 284 $ 103,093 $ 301,723 Auto: Risk rating: Pass $ — $ — $ 137,952 $ 707 $ 2,675 $ 1,200 $ 352 $ 107 $ 142,993 Nonaccrual — — — — 36 15 — — 52 Auto $ — $ — $ 137,952 $ 707 $ 2,711 $ 1,216 $ 352 $ 107 $ 143,045 Total consumer: Risk rating: Pass $ 7,171 $ 679,353 $ 1,919,912 $ 1,952,124 $ 987,387 $ 438,771 $ 681,725 $ 1,880,781 $ 8,540,053 Special Mention 140 451 — 106 4 285 — 1,106 1,952 Potential Problem 6 — 481 332 404 277 81 804 2,379 Nonaccrual 931 154 2,003 3,017 4,733 6,545 6,340 40,517 63,309 Total consumer $ 8,248 $ 679,959 $ 1,922,396 $ 1,955,579 $ 992,528 $ 445,878 $ 688,145 $ 1,923,208 $ 8,607,693 Total loans: Risk rating: Pass (d) $ 56,777 $ 3,219,121 $ 7,352,605 $ 4,301,809 $ 3,232,703 $ 1,722,157 $ 1,055,380 $ 2,734,332 $ 23,618,106 Special Mention 140 7,745 65,478 46,023 33,021 16,241 41 10,946 179,495 Potential Problem 2,713 26,913 53,194 34,992 100,240 56,519 5,952 19,095 296,905 Nonaccrual 1,006 154 53,501 11,382 11,605 6,569 6,340 40,891 130,443 Total loans $ 60,636 $ 3,253,933 $ 7,524,778 $ 4,394,206 $ 3,377,569 $ 1,801,486 $ 1,067,713 $ 2,805,265 $ 24,224,949 (a) Revolving loans converted to term loans are also reported in their year of origination. (b) The Corporation’s policy is to assign risk ratings at the borrower level. PPP loans are 100% guaranteed by the SBA and therefore the Corporation considers these loans to have a risk profile similar to pass rated loans. (c) Includes asset-based lending. (d) Accruing TDRs are included in pass unless otherwise rated as special mention. The following table presents commercial and consumer loans by credit quality indicator by vintage year at December 31, 2020: Term Loans Amortized Cost Basis by Origination Year (a) ($ in Thousands) Rev Loans Converted to Term (a) Rev Loans Amortized Cost Basis 2020 2019 2018 2017 2016 Prior Total PPP: (b) Risk rating: Pass $ — $ — $ 745,767 $ — $ — $ — $ — $ — $ 745,767 Special Mention — — 3,988 — — — — — 3,988 Potential Problem — — 18,002 — — — — — 18,002 PPP $ — $ — $ 767,757 $ — $ — $ — $ — $ — $ 767,757 Commercial and industrial: (c) Risk rating: Pass $ 4,628 $ 2,177,138 $ 1,389,260 $ 1,435,519 $ 1,182,302 $ 483,957 $ 305,998 $ 453,734 $ 7,427,908 Special Mention — 10,159 2,719 39,854 37,042 113 215 67 90,169 Potential Problem 2,565 7,237 19,331 28,413 56,580 2,269 6,477 1,179 121,487 Nonaccrual 16,852 — 6,238 5,789 17,014 16,623 8,781 7,414 61,859 Commercial and industrial $ 24,045 $ 2,194,534 $ 1,417,548 $ 1,509,575 $ 1,292,938 $ 502,962 $ 321,471 $ 462,394 $ 7,701,422 Commercial real estate - owner occupied: Risk rating: Pass $ 1,150 $ 18,022 $ 185,861 $ 209,069 $ 128,360 $ 99,546 $ 147,366 $ 79,111 $ 867,335 Special Mention — 113 1,882 3,122 300 658 264 — 6,339 Potential Problem — 3,486 4,104 8,916 — 1,490 4,437 3,747 26,179 Nonaccrual — — — — — 318 — 740 1,058 Commercial real estate - owner occupied $ 1,150 $ 21,621 $ 191,847 $ 221,107 $ 128,660 $ 102,012 $ 152,067 $ 83,598 $ 900,912 Commercial and business lending: Risk rating: Pass $ 5,778 $ 2,195,160 $ 2,320,888 $ 1,644,588 $ 1,310,662 $ 583,503 $ 453,364 $ 532,845 $ 9,041,009 Special Mention — 10,272 8,589 42,976 37,342 771 479 67 100,496 Potential Problem 2,565 10,723 41,437 37,329 56,580 3,759 10,915 4,926 165,668 Nonaccrual 16,852 — 6,238 5,789 17,014 16,941 8,781 8,154 62,917 Commercial and business lending $ 25,195 $ 2,216,154 $ 2,377,152 $ 1,730,682 $ 1,421,598 $ 604,974 $ 473,539 $ 545,992 $ 9,370,091 Commercial real estate - investor: Risk rating: Pass $ 10,971 $ 171,497 $ 1,249,644 $ 976,332 $ 720,237 $ 271,987 $ 341,658 $ 211,360 $ 3,942,714 Special Mention — — 90,235 97,333 12,339 — 21,882 8,465 230,254 Potential Problem — 838 16,343 13,575 30,911 2,279 239 27,209 91,396 Nonaccrual 19,803 — 10,141 53,056 446 14,267 — 309 78,220 Commercial real estate - investor $ 30,774 $ 172,335 $ 1,366,364 $ 1,140,297 $ 763,933 $ 288,533 $ 363,779 $ 247,343 $ 4,342,584 Real estate construction: Risk rating: Pass $ 776 $ 47,880 $ 645,925 $ 738,561 $ 294,910 $ 25,219 $ 2,420 $ 16,768 $ 1,771,682 Special Mention — — 487 494 48,283 42 — 30 49,336 Potential Problem — — 135 — 18,803 — 93 15 19,046 Nonaccrual — — — — — 16 — 338 353 Real estate construction $ 776 $ 47,880 $ 646,547 $ 739,055 $ 361,996 $ 25,277 $ 2,513 $ 17,150 $ 1,840,417 Commercial real estate lending: Risk rating: Pass $ 11,746 $ 219,377 $ 1,895,569 $ 1,714,893 $ 1,015,146 $ 297,205 $ 344,078 $ 228,127 $ 5,714,396 Special Mention — — 90,722 97,827 60,622 42 21,882 8,494 279,590 Potential Problem — 838 16,479 13,575 49,714 2,279 332 27,224 110,442 Nonaccrual 19,803 — 10,141 53,056 446 14,283 — 647 78,573 Commercial real estate lending $ 31,549 $ 220,215 $ 2,012,911 $ 1,879,352 $ 1,125,929 $ 313,810 $ 366,292 $ 264,493 $ 6,183,001 Term Loans Amortized Cost Basis by Origination Year (a) ($ in Thousands) Rev Loans Converted to Term (a) Rev Loans Amortized Cost Basis 2020 2019 2018 2017 2016 Prior Total Total commercial: Risk rating: Pass $ 17,524 $ 2,414,537 $ 4,216,457 $ 3,359,482 $ 2,325,808 $ 880,708 $ 797,441 $ 760,973 $ 14,755,405 Special Mention — 10,272 99,311 140,803 97,964 813 22,361 8,562 380,086 Potential Problem 2,565 11,561 57,916 50,905 106,295 6,038 11,247 32,150 276,111 Nonaccrual 36,655 — 16,379 58,845 17,460 31,224 8,781 8,801 141,490 Total commercial $ 56,745 $ 2,436,370 $ 4,390,063 $ 3,610,033 $ 2,547,526 $ 918,783 $ 839,831 $ 810,485 $ 15,553,091 Residential mortgage: Risk rating: Pass $ — $ — $ 2,185,240 $ 1,490,589 $ 615,118 $ 998,072 $ 911,797 $ 1,612,971 $ 7,813,788 Special Mention — — — 355 330 102 126 537 1,450 Potential Problem — — 1,200 689 652 — 179 1,028 3,749 Nonaccrual — — 1,478 2,271 5,882 7,116 11,003 31,587 59,337 Residential mortgage $ — $ — $ 2,187,918 $ 1,493,903 $ 621,983 $ 1,005,290 $ 923,105 $ 1,646,124 $ 7,878,324 Home equity: Risk rating: Pass $ 10,224 $ 569,389 $ 2,057 $ 12,968 $ 15,792 $ 11,594 $ 5,803 $ 76,165 $ 693,767 Special Mention 596 631 — 39 14 39 4 804 1,532 Potential Problem — 1,922 — — — — — 146 2,068 Nonaccrual 1,600 100 965 134 410 319 711 7,249 9,888 Home equity $ 12,421 $ 572,041 $ 3,022 $ 13,141 $ 16,216 $ 11,952 $ 6,518 $ 84,364 $ 707,255 Other consumer: (d) Risk rating: Pass $ 70 $ 165,114 $ 9,525 $ 10,309 $ 3,987 $ 1,872 $ 1,185 $ 120,425 $ 312,416 Special Mention 5 438 13 16 11 4 7 8 498 Nonaccrual 5 33 9 49 21 10 — 18 140 Other consumer $ 81 $ 165,585 $ 9,547 $ 10,374 $ 4,019 $ 1,886 $ 1,192 $ 120,451 $ 313,054 Total consumer: Risk rating: Pass $ 10,294 $ 734,502 $ 2,196,822 $ 1,513,865 $ 634,897 $ 1,011,539 $ 918,785 $ 1,809,561 $ 8,819,971 Special Mention 602 1,069 13 410 356 145 137 1,349 3,480 Potential Problem — 1,922 1,200 689 652 — 179 1,174 5,817 Nonaccrual 1,605 133 2,452 2,454 6,313 7,445 11,714 38,854 69,364 Total consumer $ 12,501 $ 737,626 $ 2,200,487 $ 1,517,417 $ 642,218 $ 1,019,128 $ 930,816 $ 1,850,939 $ 8,898,632 Total loans: Risk rating: Pass (e) $ 27,819 $ 3,149,039 $ 6,413,278 $ 4,873,347 $ 2,960,705 $ 1,892,247 $ 1,716,226 $ 2,570,534 $ 23,575,376 Special Mention 602 11,341 99,324 141,213 98,320 958 22,498 9,911 383,566 Potential Problem 2,565 13,483 59,116 51,593 106,947 6,038 11,426 33,324 281,928 Nonaccrual 38,260 133 18,831 61,298 23,773 38,669 20,496 47,655 210,854 Total loans $ 69,246 $ 3,173,996 $ 6,590,550 $ 5,127,451 $ 3,189,745 $ 1,937,912 $ 1,770,647 $ 2,661,424 $ 24,451,724 (b) The Corporation’s policy is to assign risk ratings at the borrower level. PPP loans are 100% guaranteed by the SBA and therefore the Corporation considers these loans to have a risk profile similar to pass rated loans. (c) Includes asset-based lending. (d) Includes auto. (e) Accruing TDRs are included in pass unless otherwise rated as special mention. Factors that are important to managing overall credit quality are sound loan underwriting and administration, systematic monitoring of existing loans and commitments, effective loan review on an ongoing basis, early identification of potential problems, and appropriate policies for allowance for loan losses, allowance for unfunded commitments, nonaccrual loans, and charge offs. See Note 1 for the Corporation's accounting policy for loans. For commercial loans, management has determined the pass credit quality indicator to include credits that exhibit acceptable financial statements, cash flow, and leverage. If any risk exists, it is mitigated by the loan structure, collateral, monitoring, or control. For consumer loans, performing loans include credits performing in accordance with the original contractual terms. Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Special mention credits have potential weaknesses that deserve management’s attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the credit. Potential problem loans are considered inadequately protected by the current net worth and paying capacity of the obligor or the collateral pledged. These loans generally have a well-defined weakness, or weaknesses, which may jeopardize liquidation of the debt, and are characterized by the distinct possibility that the Corporation will sustain some loss if the deficiencies are not corrected. Management has determined commercial loan relationships in nonaccrual status, and commercial and consumer loan relationships with their terms restructured in a TDR, meet the criteria to be individually evaluated. Commercial loans classified as special mention, potential problem, and nonaccrual are reviewed at a minimum on a quarterly basis, while pass credits, which are performing rated credits, are generally reviewed on an annual basis or more frequently if the loan renewal is less than one year or if otherwise warranted. The following table presents loans by past due status at December 31, 2021: Accruing ($ in Thousands) Current (a) 30-59 Days 60-89 Days 90+ Days Nonaccrual (b)(c) Total PPP $ 65,941 $ 40 $ 43 $ — $ 46 $ 66,070 Asset-based lending 178,027 — — — — 178,027 Commercial and industrial 8,201,272 579 54 151 6,233 8,208,289 Commercial real estate - owner occupied 971,163 163 — — — 971,326 Commercial and business lending 9,416,403 781 97 151 6,279 9,423,711 Commercial real estate - investor 4,323,276 142 474 — 60,677 4,384,569 Real estate construction 1,807,178 1,618 2 — 177 1,808,976 Commercial real estate lending 6,130,454 1,759 477 — 60,855 6,193,545 Total commercial 15,546,857 2,541 573 151 67,134 15,617,256 Residential mortgage 7,505,654 5,500 669 126 55,362 7,567,310 Home equity 584,177 2,867 844 — 7,726 595,615 Other consumer 298,261 1,835 472 986 170 301,723 Auto 142,982 11 — — 52 143,045 Total consumer 8,531,074 10,213 1,985 1,111 63,309 8,607,693 Total loans $ 24,077,931 $ 12,754 $ 2,558 $ 1,263 $ 130,443 $ 24,224,949 (a) Any loans deferred in connection with the COVID-19 pandemic are considered current in accordance with Section 4103 of the CARES Act. (b) Of the total nonaccrual loans, $84 million, or 65%, were current with respect to payment at December 31, 2021. (c) No interest income was recognized on nonaccrual loans for the year ended December 31, 2021. In addition, there were $9 million of nonaccrual loans for which there was no related ACLL at December 31, 2021. The following table presents loans by past due status at December 31, 2020: Accruing ($ in Thousands) Current (a) 30-59 Days 60-89 Days 90+ Days Nonaccrual (b)(c) Total PPP $ 767,757 $ — $ — $ — $ — $ 767,757 Asset-based lending 137,476 — — — — 137,476 Commercial and industrial 7,495,792 2,819 3,300 175 61,859 7,563,945 Commercial real estate - owner occupied 899,480 158 215 — 1,058 900,912 Commercial and business lending 9,300,506 2,977 3,516 175 62,917 9,370,091 Commercial real estate - investor 4,251,571 1,024 11,769 — 78,220 4,342,584 Real estate construction 1,839,073 991 — — 353 1,840,417 Commercial real estate lending 6,090,644 2,015 11,769 — 78,573 6,183,001 Total commercial 15,391,150 4,992 15,284 175 141,490 15,553,091 Residential mortgage 7,808,294 8,975 1,410 308 59,337 7,878,324 Home equity 692,565 3,071 1,731 — 9,888 707,255 Other consumer 299,128 998 545 1,115 91 301,876 Auto 11,072 41 15 — 49 11,177 Total consumer 8,811,060 13,085 3,701 1,423 69,364 8,898,632 Total loans $ 24,202,209 $ 18,077 $ 18,985 $ 1,598 $ 210,854 $ 24,451,724 (a) Any loans deferred in connection with the COVID-19 pandemic are considered current in accordance with Section 4103 of the CARES Act. (b) Of the total nonaccrual loans, $128 million, or 61%, were current with respect to payment at December 31, 2020. (c) No interest income was recognized on nonaccrual loans for the year ended December 31, 2020. In addition, there were $28 million of nonaccrual loans for which there was no related ACLL at December 31, 2020. Troubled Debt Restructurings Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. See Note 1 for the Corporation's accounting policy for TDRs. The following table presents nonaccrual and performing restructured loans by loan portfolio: December 31, 2021 December 31, 2020 December 31, 2019 ($ in Thousands) Performing Nonaccrual Restructured Loans (a) Performing Nonaccrual Restructured Loans (a) Performing Nonaccrual Restructured Loans (a) Commercial and industrial $ 8,687 $ — $ 12,713 $ 6,967 $ 16,678 $ 7,376 Commercial real estate - owner occupied 967 — 1,711 — 1,676 — Commercial real estate - investor 12,866 3,093 26,435 225 293 — Real estate construction 242 45 260 111 298 179 Residential mortgage 16,316 13,483 7,825 11,509 3,955 13,035 Home equity 2,648 806 1,957 1,379 1,896 1,904 Other consumer 803 — 1,191 — 1,246 1 Total restructured loans (b) $ 42,530 $ 17,426 $ 52,092 $ 20,190 $ 26,041 $ 22,494 (a) Nonaccrual restructured loans have been included within nonaccrual loans. (b) Does not include any restructured loans related to the COVID-19 pandemic in accordance with Section 4013 of the CARES Act. The Corporation had a recorded investment of $18 million in loans modified as TDRs during the year ended December 31, 2021, of which $8 million were in accrual status, included in pass or special mention based on their risk rating within the credit quality tables, and $10 million were in nonaccrual, within the credit quality tables, pending a sustained period of repayment. Short-term loan modifications made in good faith to help ease the adverse effects of the COVID-19 pandemic are not categorized as TDRs in accordance with the CARES Act. As of December 31, 2021, there were $13 million of commitments to lend additional funds to borrowers with restructured loans. The following table provides the number of loans modified in a TDR by loan portfolio, the recorded investment, and unpaid principal balance: Years Ended December 31, 2021 2020 2019 ($ in Thousands) Number Recorded Investment (a) Unpaid Principal Balance (b) Number Recorded Investment (a) Unpaid Principal Balance (b) Number Recorded Investment (a) Unpaid Principal Balance (b) Commercial and industrial 4 $ 610 $ 610 7 $ 1,823 $ 2,059 6 $ 7,588 $ 7,703 Commercial real estate - owner occupied — — — 4 658 689 — — — Commercial real estate - investor 6 4,259 10,166 10 26,563 26,567 — — — Real estate construction — — — — — — 1 77 77 Residential mortgage 69 12,415 12,463 36 6,031 6,113 53 7,436 7,517 Home equity 9 932 963 20 1,078 1,697 24 831 845 Other consumer — — — — — — 1 8 8 Total loans modified 88 $ 18,216 $ 24,201 77 $ 36,154 $ 37,125 85 $ 15,940 $ 16,150 (a) Represents post-modification outstanding recorded investment. (b) Represents pre-modification outstanding recorded investment. Restructured loan modifications may include payment schedule modifications, interest rate concessions, maturity date extensions, modification of note structure (A/B Note), non-reaffirmed Chapter 7 bankruptcies, principal reduction, or some combination of these concessions. For the year ended December 31, 2021, restructured loan modifications of commercial loans primarily included maturity date extensions and payment schedule modifications. Restructured loan modifications of consumer loans primarily included maturity date extensions, interest rate concessions, non-reaffirmed Chapter 7 bankruptcies, or a combination of these concessions for the year ended December 31, 2021. The following table provides the number of loans modified in a TDR during the previous twelve months which subsequently defaulted during the years ended December 31, 2021, 2020, and 2019, respectively, as well as the recorded investment in these restructured loans as of December 31, 2021, 2020, and 2019, respectively: Years Ended December 31, 2021 2020 2019 ($ in Thousands) Number of Recorded Number of Recorded Number of Recorded Commercial real estate — investor 1 164 — — 1 461 Residential mortgage 11 1,171 5 1,036 38 5,630 Home equity — — 4 208 27 868 Total loans modified 12 $ 1,334 9 $ 1,244 66 $ 6,959 All loans modified in a TDR are individually evaluated for impairment. The nature and extent of the impairment of restructured loans, including those which have experienced a subsequent payment default, are considered in the determination of an appropriate level of the ACLL. The Corporation analyzes loans for classification as a probable TDR. This analysis includes identifying customers that are showing possible liquidity issues in the near term without reasonable access to alternative sources of capital. At December 31, 2021, the Corporation had a single $7 million oil & gas loan that met this classification, compared to $68 million at December 31, 2020. Allowance for Credit Losses on Loans The ACLL is comprised of the allowance for loan losses and the allowance for unfunded commitments. The level of the ACLL represents management’s estimate of an amount appropriate to provide for expected lifetime credit losses in the loan portfolio at the balance sheet date. The expected lifetime credit losses are the product of multiplying the Corporation's estimates of probability of default, loss given default, and the individual loan level exposure at default on an undiscounted basis. A main factor in the determination of the ACLL is the economic forecast. The Corporation utilized Moody's baseline forecast, updated during December 2021, in the allowance model. The forecast is applied over a 2 year reasonable and supportable period with straight-line reversion to the historical losses over the second year of the period. See Note 1 for the Corporation's accounting policy on the ACLL. The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb expected lifetime losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit). See Note 16 for additional information on the change in the allowance for unfunded commitments. The following table presents a summary of the changes in the ACLL by portfolio segment for the year ended December 31, 2021: ($ in Thousands) Dec. 31, 2020 Charge offs Recoveries Net Charge offs Provision for credit losses Dec. 31, 2021 ACLL / Loans Allowance for loan losses PPP $ 531 $ — $ — $ — $ (480) $ 51 Asset-based lending 2,077 — 412 412 1,693 4,182 Commercial and industrial 140,716 (21,564) 8,152 (13,412) (41,680) 85,624 Commercial real estate — owner occupied 11,274 — 120 120 80 11,473 Commercial and business lending 154,598 (21,564) 8,684 (12,880) (40,388) 101,330 Commercial real estate — investor 93,435 (14,346) 3,162 (11,184) (9,448) 72,803 Real estate construction 59,193 (5) 126 121 (21,672) 37,643 Commercial real estate lending 152,629 (14,351) 3,288 (11,063) (31,120) 110,446 Total commercial 307,226 (35,915) 11,972 (23,943) (71,508) 211,776 Residential mortgage 42,996 (880) 841 (38) (2,170) 40,787 Home equity 18,849 (668) 2,854 2,186 (7,024) 14,011 Other consumer 14,456 (3,168) 1,267 (1,901) (1,113) 11,441 Auto 174 (22) 31 9 1,816 1,999 Total consumer 76,475 (4,738) 4,993 256 (8,492) 68,239 Total $ 383,702 $ (40,652) $ 16,965 $ (23,687) $ (80,000) $ 280,015 Allowance for unfunded commitments Asset-based lending $ 901 $ — $ — $ — $ (43) $ 857 Commercial and industrial 21,411 — — — (3,809) 17,601 Commercial real estate — owner occupied 266 — — — (58) 208 Commercial and business lending 22,577 — — — (3,911) 18,667 Commercial real estate — investor 636 — — — 300 936 Real estate construction 18,887 — — — (3,301) 15,586 Commercial real estate lending 19,523 — — — (3,001) 16,522 Total commercial 42,101 — — — (6,912) 35,189 Home equity 3,118 — — — (526) 2,592 Other consumer 2,557 — — — (563) 1,995 Total consumer 5,675 — — — (1,088) 4,587 Total $ 47,776 $ — $ — $ — $ (8,000) $ 39,776 Allowance for credit losses on loans PPP $ 531 $ — $ — $ — $ (480) $ 51 0.08 % Asset-based lending 2,978 — 412 412 1,649 5,040 2.83 % Commercial and industrial (a) 162,126 (21,564) 8,152 (13,412) (45,490) 103,225 1.26 % Commercial real estate — owner occupied 11,539 — 120 120 22 11,681 1.20 % Commercial and business lending (b) 177,175 (21,564) 8,684 (12,880) (44,299) 119,997 1.27 % Commercial real estate — investor 94,071 (14,346) 3,162 (11,184) (9,148) 73,739 1.68 % Real estate construction 78,080 (5) 126 121 (24,972) 53,229 2.94 % Commercial real estate lending 172,152 (14,351) 3,288 (11,063) (34,121) 126,968 2.05 % Total commercial 349,327 (35,915) 11,972 (23,943) (78,419) 246,965 1.58 % Residential mortgage 42,996 (880) 841 (38) (2,170) 40,787 0.54 % Home equity 21,967 (668) 2,854 2,186 (7,550) 16,603 2.79 % Other consumer 17,013 (3,168) 1,267 (1,901) (1,676) 13,436 4.45 % Auto 174 (22) 31 9 1,816 1,999 1.40 % Total consumer 82,150 (4,738) 4,993 256 (9,581) 72,825 0.85 % Total $ 431,478 $ (40,652) $ 16,965 $ (23,687) $ (88,000) $ 319,791 1.32 % (a) The December 31, 2021 ACLL includes $6 million of oil and gas related ACLL. (b) The ACLL/Loans for commercial and business lending, excluding oil & gas and PPP loans, was 1.22% at December 31, 2021. The following table presents a summary of the changes in the ACLL by portfolio segment for the year ended December 31, 2020: ($ in Thousands) Dec. 31, 2019 Cumulative effect of ASU 2016-13 adoption (CECL) Jan. 1, 2020 Charge offs Recoveries Net Charge offs Gross up of allowance for PCD loans at acquisition Provision recorded at acquisition Provision for credit losses Dec. 31, 2020 ACLL / Loans Allowance for loan losses PPP $ — $ — $ — $ — $ — $ — $ — $ — $ 531 $ 531 Asset-based lending 3,407 64 3,470 (6,650) 561 (6,090) — — 4,697 2,077 Commercial and industrial 87,727 52,856 140,582 (73,670) 6,444 (67,226) 293 408 66,658 140,716 Commercial real estate — owner occupied 10,284 (1,851) 8,433 (419) 147 (272) 890 255 1,967 11,274 Commercial and business lending 101,417 51,068 152,485 (80,739) 7,151 (73,588) 1,183 663 73,853 154,598 Commercial real estate — investor 40,514 2,041 42,555 (22,920) 643 (22,277) 753 472 71,933 93,435 Real estate construction 24,915 7,467 32,382 (19) 49 31 435 492 25,854 59,193 Commercial real estate lending 65,428 9,508 74,937 (22,938) 692 (22,246) 1,188 964 97,787 152,629 Total commercial 166,846 60,576 227,422 (103,677) 7,844 (95,834) 2,371 1,627 171,641 307,226 Residential mortgage 16,960 33,215 50,175 (1,867) 500 (1,367) 651 403 (6,864) 42,996 Home equity 10,926 11,649 22,575 (1,719) 1,978 259 422 374 (4,781) 18,849 Other consumer (a) 6,639 7,016 13,655 (4,790) 1,101 (3,689) 61 140 4,462 14,630 Total consumer 34,525 51,880 86,405 (8,376) 3,579 (4,797) 1,134 917 (7,183) 76,475 Total $ 201,371 $ 112,457 $ 313,828 $ (112,053) $ 11,422 $ (100,631) $ 3,504 $ 2,543 $ 164,457 $ 383,702 Allowance for unfunded commitments Asset-based lending $ 471 $ (144) $ 328 $ — $ — $ — $ — $ — $ 573 $ 901 Commercial and industrial 11,805 (3,854) 7,950 — — — — 61 13,399 21,411 Commercial real estate — owner occupied 127 — 127 — — — — 4 135 266 Commercial and business lending 12,403 (3,998) 8,405 — — — — 65 14,108 22,577 Commercial real estate — investor 530 246 776 — — — — 2 (141) 636 Real estate construction 7,532 18,347 25,879 — — — — 45 (7,038) 18,887 Commercial real estate lending 8,062 18,593 26,655 — — — — 47 (7,179) 19,523 Total commercial 20,465 14,595 35,060 — — — — 112 6,929 42,101 Home equity 1,038 2,591 3,629 — — — — 66 (577) 3,118 Other consumer 405 1,504 1,909 — — — — — 649 2,557 Total consumer 1,443 4,095 5,538 — — — — 66 72 5,675 Total $ 21,907 $ 18,690 $ 40,597 $ — $ — $ — $ — $ 179 $ 7,000 $ 47,776 Allowance for credit losses on loans PPP $ — $ — $ — $ — $ — $ — $ — $ — $ 531 $ 531 0.07 % Asset-based lending 3,878 (80) 3,798 (6,650) 561 (6,090) — — 5,270 2,978 2.17 % Commercial and industrial 99,531 49,001 148,532 (73,670) 6,444 (67,226) 293 469 80,058 162,126 2.14 % Commercial real estate — owner occupied 10,411 (1,851) 8,560 (419) 147 (272) 890 259 2,102 11,539 1.28 % Commercial and business lending 113,820 47,070 160,890 (80,739) 7,151 (73,588) 1,183 728 87,961 177,175 1.89 % Commercial real estate — investor 41,044 2,287 43,331 (22,920) 643 (22,277) 753 474 71,792 94,071 2.17 % Real estate construction 32,447 25,814 58,261 (19) 49 31 435 537 18,816 78,080 4.24 % Commercial real estate lending 73,490 28,101 101,591 (22,938) 692 (22,246) 1,188 1,011 90,608 172,152 2.78 % Total commercial 187,311 75,171 262,482 (103,677) 7,844 (95,834) 2,371 1,739 178,569 349,327 2.25 % Residential mortgage 16,960 33,215 50,175 (1,867) 500 (1,367) 651 403 (6,864) 42,996 0.55 % Home equity 11,964 14,240 26,204 (1,719) 1,978 259 422 440 (5,358) 21,967 3.11 % Other consumer (a) 7,044 8,520 15,564 (4,790) 1,101 (3,689) 61 140 5,111 17,187 5.49 % Total consumer 35,968 55,975 91,943 (8,376) 3,579 (4,797) 1,134 983 (7,112) 82,150 0.92 % Total $ 223,278 $ 131,147 $ 354,425 $ (112,053) $ 11,422 $ (100,631) $ 3,504 $ 2,722 $ 171,457 $ 431,478 1.76 % (a) Includes auto Loans Acquired in Acquisitions Loans acquired in a business combination after January 1, 2020 are recorded in accordance with ASC Topic 326. See Note 2 for more information on loans acquired in a business combination. After January 1, 2020, acquired loans were segregated into two types: • Non-PCD loans are accounted for in accordance with ASC Topic 310-20 "Nonrefundable Fees and Other Costs" as these loans do not show evidence of credit deterioration since origination. The allowa |