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Loans and Allowance for Credit Losses - Allowance for Credit Losses Based on Portfolio Segment (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2021
Mar. 31, 2020
Dec. 31, 2020
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance $ 41,910 $ 26,911 $ 26,911
Initial allowance on loans purchased with credit deterioration 2,074    
Provision for credit loss expense 12,136 5,481 16,103
Loans charged off 968 1,423 3,844
Recoveries collected 266 235 1,068
Allowance for credit losses, Ending Balance 55,418 32,876 41,910
Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   1,672 1,672
Construction and Land Development | Real Estate Loan      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance 1,666 1,146 1,146
Initial allowance on loans purchased with credit deterioration 261    
Provision for credit loss expense 359 587 646
Loans charged off 0 0 13
Recoveries collected 0 0 0
Allowance for credit losses, Ending Balance 2,286 1,620 1,666
Construction and Land Development | Real Estate Loan | Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   (113) (113)
Agricultural | Real Estate Loan      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance 1,084 1,093 1,093
Initial allowance on loans purchased with credit deterioration 44    
Provision for credit loss expense 500 12 (239)
Loans charged off 0 0 0
Recoveries collected 0 0 0
Allowance for credit losses, Ending Balance 1,628 1,335 1,084
Agricultural | Real Estate Loan | Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   230 230
Residential Properties | Real Estate Loan | 1-4 Family      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance 2,322 1,386 1,386
Initial allowance on loans purchased with credit deterioration 328    
Provision for credit loss expense 617 (77) 274
Loans charged off 182 196 393
Recoveries collected 8 62 299
Allowance for credit losses, Ending Balance 3,093 1,931 2,322
Residential Properties | Real Estate Loan | 1-4 Family | Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   756 756
Commercial | Real Estate Loan      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance 19,660 11,198 11,198
Initial allowance on loans purchased with credit deterioration 646    
Provision for credit loss expense 5,902 1,961 8,581
Loans charged off 480 84 829
Recoveries collected 9 5 169
Allowance for credit losses, Ending Balance 25,737 13,621 19,660
Commercial | Real Estate Loan | Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   541 541
Agricultural Loans      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance 1,526 1,386 1,386
Initial allowance on loans purchased with credit deterioration 0    
Provision for credit loss expense (645) 41 503
Loans charged off 0 0 0
Recoveries collected 0 0 0
Allowance for credit losses, Ending Balance 881 1,064 1,526
Agricultural Loans | Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   (363) (363)
Commercial and Industrial Loans      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance 13,485 9,273 9,273
Initial allowance on loans purchased with credit deterioration 795    
Provision for credit loss expense 4,674 2,815 5,869
Loans charged off 18 972 1,991
Recoveries collected 18 23 179
Allowance for credit losses, Ending Balance 18,954 11,294 13,485
Commercial and Industrial Loans | Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   155 155
Consumer Loans      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance 2,167 1,429 1,429
Initial allowance on loans purchased with credit deterioration 0    
Provision for credit loss expense 729 142 469
Loans charged off 288 171 618
Recoveries collected 231 145 421
Allowance for credit losses, Ending Balance $ 2,839 2,011 2,167
Consumer Loans | Cumulative Change in Accounting Principal, Adjustment | ASU 2016-13      
Allowance for loan losses [Abstract]      
Allowance for credit losses, Beginning Balance   $ 466 $ 466