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Allowance for Credit Losses - Activity (Details) - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | $ 208,454 | $ 130,530 | $ 141,718
Adoption of ASU 2016-13 |  | 770 |
Charge-offs | (23,623) | (47,563) | (35,987)
Recoveries | 11,150 | 16,702 | 10,999
Increase (decrease) in Provision | (38,719) | 108,015 | 13,800
Balance at end of period | 157,262 | 208,454 | 130,530
Commercial and Industrial |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | 24,711 | 28,975 | 34,501
Adoption of ASU 2016-13 |  | (16,105) |
Charge-offs | (5,949) | (15,572) | (2,718)
Recoveries | 867 | 5,005 | 410
Increase (decrease) in Provision | 451 | 22,408 | (3,218)
Balance at end of period | 20,080 | 24,711 | 28,975
Commercial real estate |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | 58,123 | 22,325 | 19,725
Adoption of ASU 2016-13 |  | 10,559 |
Charge-offs | (66) | (2,753) |
Recoveries | 39 | 615 | 263
Increase (decrease) in Provision | (15,145) | 27,377 | 2,337
Balance at end of period | 42,951 | 58,123 | 22,325
Construction |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | 10,039 | 4,844 | 5,813
Adoption of ASU 2016-13 |  | (1,803) |
Charge-offs |  | (379) |
Recoveries | 266 | 200 |
Increase (decrease) in Provision | (532) | 7,177 | (969)
Balance at end of period | 9,773 | 10,039 | 4,844
Lease financing |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | 3,298 | 424 | 432
Adoption of ASU 2016-13 |  | 207 |
Charge-offs |  |  | (24)
Increase (decrease) in Provision | (1,639) | 2,667 | 16
Balance at end of period | 1,659 | 3,298 | 424
Residential Mortgage |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period |  | 39,179 | 44,906
Charge-offs |  |  | (438)
Recoveries |  |  | 967
Increase (decrease) in Provision |  |  | (6,256)
Balance at end of period |  |  | 39,179
Consumer |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | 64,659 | 34,644 | 35,813
Adoption of ASU 2016-13 |  | 15,575 |
Charge-offs | (16,634) | (28,791) | (32,807)
Recoveries | 9,600 | 10,499 | 9,359
Increase (decrease) in Provision | (14,832) | 32,732 | 22,279
Balance at end of period | 42,793 | 64,659 | 34,644
Unallocated |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period |  | 139 | 528
Adoption of ASU 2016-13 |  | (139) |
Increase (decrease) in Provision |  |  | (389)
Balance at end of period |  |  | 139
Residential mortgage |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | 40,461 | 29,303 |
Adoption of ASU 2016-13 |  | (2,793) |
Charge-offs | (632) | (14) |
Recoveries | 261 | 216 |
Increase (decrease) in Provision | (5,726) | 13,749 |
Balance at end of period | 34,364 | 40,461 | 29,303
Home equity |  |  |
Allowance for loan and lease losses: |  |  |
Balance at beginning of period | 7,163 | 9,876 |
Adoption of ASU 2016-13 |  | (4,731) |
Charge-offs | (342) | (54) |
Recoveries | 117 | 167 |
Increase (decrease) in Provision | (1,296) | 1,905 |
Balance at end of period | $ 5,642 | $ 7,163 | $ 9,876

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- Definition Amount of recovery of loans and lease receivables which had previously been fully or partially written-off as bad debts. + References Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 310 -SubTopic 10 -Section 50 -Paragraph 11B -Subparagraph (c)(4) -URI http://asc.fasb.org/extlink&oid=123577603&loc=SL6953423-111524 + Details
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