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LOANS AND THE ALLOWANCE FOR LOAN LOSSES - Summary (Details) - USD ($) $ in Thousands | 3 Months Ended | 9 Months Ended
--- | --- | ---
Sep. 30, 2020 | Sep. 30, 2019 | Sep. 30, 2020 | Sep. 30, 2019
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | $ 29,723 | $ 22,542 | $ 22,299 | $ 20,509
Provision for loan losses | 2,174 | 684 | 10,102 | 3,266
Charge-offs | (1,078) | (937) | (2,459) | (2,436)
Recoveries | 835 | 472 | 1,712 | 1,422
Allowance for loan losses at end of period | 31,654 | 22,761 | 31,654 | 22,761
Commercial and industrial |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 4,356 | 5,187 | 4,441 | 3,748
Provision for loan losses | (98) | (915) | 565 | 700
Charge-offs | (881) | (32) | (1,690) | (315)
Recoveries | 517 | 313 | 578 | 420
Allowance for loan losses at end of period | 3,894 | 4,553 | 3,894 | 4,553
Agricultural and farmland |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 2,890 | 2,862 | 2,766 | 2,650
Provision for loan losses | (585) | (133) | (434) | 109
Charge-offs |  |  | (27) | (30)
Allowance for loan losses at end of period | 2,305 | 2,729 | 2,305 | 2,729
Commercial real estate - owner occupied |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 3,257 | 2,487 | 1,779 | 2,506
Provision for loan losses | 86 | (482) | 1,124 | (356)
Charge-offs | (39) | (216) | (39) | (382)
Recoveries |  | 26 | 440 | 47
Allowance for loan losses at end of period | 3,304 | 1,815 | 3,304 | 1,815
Commercial real estate - non-owner occupied |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 6,767 | 2,721 | 3,663 | 2,644
Provision for loan losses | 2,496 | 521 | 5,591 | 588
Charge-offs |  | (111) | (56) | (111)
Recoveries | 5 | 5 | 70 | 15
Allowance for loan losses at end of period | 9,268 | 3,136 | 9,268 | 3,136
Multi-family |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 1,581 | 1,153 | 1,024 | 912
Provision for loan losses | 614 | (182) | 1,171 | 59
Charge-offs |  | (41) |  | (41)
Allowance for loan losses at end of period | 2,195 | 930 | 2,195 | 930
Construction and land development |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 3,366 | 3,723 | 2,977 | 4,176
Provision for loan losses | 179 | (601) | 551 | (1,478)
Charge-offs | (26) |  | (27) | (9)
Recoveries | 198 | 1 | 216 | 434
Allowance for loan losses at end of period | 3,717 | 3,123 | 3,717 | 3,123
One-to-four family residential |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 3,010 | 3,569 | 2,540 | 2,782
Provision for loan losses | 138 | (692) | 598 | 541
Charge-offs | (42) | (387) | (154) | (1,026)
Recoveries | 46 | 42 | 168 | 235
Allowance for loan losses at end of period | 3,152 | 2,532 | 3,152 | 2,532
Municipal, consumer, and other |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 4,496 | 840 | 3,109 | 1,091
Provision for loan losses | (656) | 3,168 | 936 | 3,103
Charge-offs | (90) | (150) | (466) | (522)
Recoveries | 69 | 85 | 240 | 271
Allowance for loan losses at end of period | $ 3,819 | $ 3,943 | $ 3,819 | $ 3,943

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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=121611835&loc=SL6953423-111524 + Details
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