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LOANS AND THE ALLOWANCE FOR LOAN LOSSES - Summary (Details) - USD ($) $ in Thousands | 3 Months Ended | 9 Months Ended
--- | --- | ---
Sep. 30, 2021 | Sep. 30, 2020 | Sep. 30, 2021 | Sep. 30, 2020
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | $ 26,507 | $ 29,723 | $ 31,838 | $ 22,299
Provision for loan losses | (1,667) | 2,174 | (7,234) | 10,102
Charge-offs | (278) | (1,078) | (875) | (2,459)
Recoveries | 299 | 835 | 1,132 | 1,712
Allowance for loan losses at end of period | 24,861 | 31,654 | 24,861 | 31,654
Commercial and industrial |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 2,717 | 4,356 | 3,929 | 4,441
Provision for loan losses | 162 | (98) | (1,062) | 565
Charge-offs | (135) | (881) | (430) | (1,690)
Recoveries | 114 | 517 | 421 | 578
Allowance for loan losses at end of period | 2,858 | 3,894 | 2,858 | 3,894
Agricultural and farmland |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 781 | 2,890 | 793 | 2,766
Provision for loan losses | (26) | (585) | (38) | (434)
Charge-offs |  |  |  | (27)
Allowance for loan losses at end of period | 755 | 2,305 | 755 | 2,305
Commercial real estate - owner occupied |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 1,946 | 3,257 | 3,141 | 1,779
Provision for loan losses | (395) | 86 | (1,590) | 1,124
Charge-offs |  | (39) |  | (39)
Recoveries |  |  |  | 440
Allowance for loan losses at end of period | 1,551 | 3,304 | 1,551 | 3,304
Commercial real estate - non-owner occupied |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 9,825 | 6,767 | 11,251 | 3,663
Provision for loan losses | (710) | 2,496 | (2,149) | 5,591
Charge-offs |  |  |  | (56)
Recoveries | 6 | 5 | 19 | 70
Allowance for loan losses at end of period | 9,121 | 9,268 | 9,121 | 9,268
Multi-family |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 2,009 | 1,581 | 1,957 | 1,024
Provision for loan losses | (228) | 614 | (176) | 1,171
Allowance for loan losses at end of period | 1,781 | 2,195 | 1,781 | 2,195
Construction and land development |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 3,924 | 3,366 | 4,232 | 2,977
Provision for loan losses | 413 | 179 | (164) | 551
Charge-offs |  | (26) |  | (27)
Recoveries | 1 | 198 | 270 | 216
Allowance for loan losses at end of period | 4,338 | 3,717 | 4,338 | 3,717
One-to-four family residential |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 1,520 | 3,010 | 1,801 | 2,540
Provision for loan losses | (499) | 138 | (742) | 598
Charge-offs | (48) | (42) | (161) | (154)
Recoveries | 135 | 46 | 210 | 168
Allowance for loan losses at end of period | 1,108 | 3,152 | 1,108 | 3,152
Municipal, consumer, and other |  |  |  |
Activity in the allowance for loan losses |  |  |  |
Allowance for loan losses at beginning of period | 3,785 | 4,496 | 4,734 | 3,109
Provision for loan losses | (384) | (656) | (1,313) | 936
Charge-offs | (95) | (90) | (284) | (466)
Recoveries | 43 | 69 | 212 | 240
Allowance for loan losses at end of period | $ 3,349 | $ 3,819 | $ 3,349 | $ 3,819

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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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