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Allowance for Loan and Lease Losses - Summary of Allowance for Loan Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Sep. 30, 2016
Sep. 30, 2015
Sep. 30, 2014
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance $ 57,200 $ 47,518 $ 55,864
Charge-offs (14,166) (15,714) (13,743)
Recoveries 4,653 6,355 4,713
Provision 18,011 19,718 4,456
Allowance for loan losses, ending balance 64,642 57,200 47,518
Receivables acquired with deteriorated credit quality      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 2,776    
(Improvement) impairment of ASC 310-30 loans (1,056) (677) (3,772)
Allowance for loan losses, ending balance 1,679 2,776  
Residential real estate      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 8,025 8,342 11,779
Charge-offs (1,157) (238) (631)
Recoveries 495 231 233
Provision 419 849 (788)
Allowance for loan losses, ending balance 7,106 8,025 8,342
Residential real estate | Receivables acquired with deteriorated credit quality      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 1,624    
(Improvement) impairment of ASC 310-30 loans (676) (1,159) (2,251)
Allowance for loan losses, ending balance 907 1,624  
Commercial real estate      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 18,014 16,884 22,562
Charge-offs (3,625) (1,971) (3,199)
Recoveries 719 1,339 1,470
Provision 3,148 1,325 (4,114)
Allowance for loan losses, ending balance 17,946 18,014 16,884
Commercial real estate | Receivables acquired with deteriorated credit quality      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 1,082    
(Improvement) impairment of ASC 310-30 loans (310) 437 165
Allowance for loan losses, ending balance 772 1,082  
Commercial non real estate      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 15,996 10,550 11,222
Charge-offs (2,629) (11,153) (5,380)
Recoveries 1,429 3,407 1,439
Provision (1,736) 13,122 4,980
Allowance for loan losses, ending balance 12,990 15,996 10,550
Commercial non real estate | Receivables acquired with deteriorated credit quality      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 70    
(Improvement) impairment of ASC 310-30 loans (70) 70 (1,711)
Allowance for loan losses, ending balance 0 70  
Agriculture      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 13,952 10,655 9,296
Charge-offs (4,294) (606) (2,429)
Recoveries 556 131 58
Provision 14,901 3,772 3,730
Allowance for loan losses, ending balance 25,115 13,952 10,655
Agriculture | Receivables acquired with deteriorated credit quality      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 0    
(Improvement) impairment of ASC 310-30 loans 0 0 0
Allowance for loan losses, ending balance 0 0  
Consumer      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 348 264 312
Charge-offs (206) (129) (211)
Recoveries 149 104 156
Provision 147 134 (18)
Allowance for loan losses, ending balance 438 348 264
Consumer | Receivables acquired with deteriorated credit quality      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 0    
(Improvement) impairment of ASC 310-30 loans 0 (25) 25
Allowance for loan losses, ending balance 0 0  
Other      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 865 823 693
Charge-offs (2,255) (1,617) (1,893)
Recoveries 1,305 1,143 1,357
Provision 1,132 516 666
Allowance for loan losses, ending balance 1,047 865 823
Other | Receivables acquired with deteriorated credit quality      
Financing Receivable, Allowance for Credit Losses [Roll Forward]      
Allowance for loan losses, beginning balance 0    
(Improvement) impairment of ASC 310-30 loans 0 0 $ 0
Allowance for loan losses, ending balance $ 0 $ 0