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Allowance for Loan Losses
6 Months Ended
Jun. 30, 2017
Allowance for Loan and Lease Losses Write-offs, Net [Abstract]  
Allowance for Loan Losses

The following table presents the activity of the allowance for loan losses by portfolio segment for the three months
ended June 30. 
Allowance for Loan Losses:
 
June 30, 2017
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Beginning balance
 
$
9,377

 
$
1,496

 
$
6,334

 
$
2,188

 
$
19,395

Provision for loan losses
 
917

 
(231
)
 
817

 
(463
)
 
1,040

Loans charged -off
 
(360
)
 
(203
)
 
(1,527
)
 

 
(2,090
)
Recoveries
 
289

 
452

 
594

 

 
1,335

Ending Balance
 
$
10,223

 
$
1,514

 
$
6,218

 
$
1,725

 
$
19,680



Allowance for Loan Losses:
 
June 30, 2016
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Beginning balance
 
$
11,168

 
$
1,769

 
$
5,106

 
$
1,883

 
$
19,926

Provision for loan losses
 
(816
)
 
(22
)
 
749

 
524

 
435

Loans charged -off
 
(555
)
 
(232
)
 
(1,055
)
 

 
(1,842
)
Recoveries
 
447

 
80

 
458

 

 
985

Ending Balance
 
$
10,244

 
$
1,595

 
$
5,258

 
$
2,407

 
$
19,504



The following table presents the activity of the allowance for loan losses by portfolio segment for the six months
ended June 30. 
Allowance for Loan Losses:
 
June 30, 2017
 
 
 
 
 
 
 
 
 
 
 
Beginning balance
 
$
9,731

 
$
1,553

 
$
5,767

 
$
1,722

 
$
18,773

Provision for loan losses
 
403

 
(180
)
 
2,410

 
3

 
2,636

Loans charged -off
 
(778
)
 
(464
)
 
(3,122
)
 

 
(4,364
)
Recoveries
 
867

 
605

 
1,163

 

 
2,635

Ending Balance
 
$
10,223

 
$
1,514

 
$
6,218

 
$
1,725

 
$
19,680

Allowance for Loan Losses:
 
June 30, 2016
 
 
 
 
 
 
 
 
 
 
 
Beginning balance
 
$
11,482

 
$
1,834

 
$
4,945

 
$
1,685

 
$
19,946

Provision for loan losses
 
(1,091
)
 
103

 
1,536

 
722

 
1,270

Loans charged -off
 
(822
)
 
(471
)
 
(2,189
)
 

 
(3,482
)
Recoveries
 
675

 
129

 
966

 

 
1,770

Ending Balance
 
$
10,244

 
$
1,595

 
$
5,258

 
$
2,407

 
$
19,504


The following table presents the allocation of the allowance for loan losses and the recorded investment in loans by portfolio segment and based on the impairment method at June 30, 2017 and December 31, 2016
Allowance for Loan Losses
 
June 30, 2017
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Individually evaluated for impairment
 
$
359

 
$
48

 
$

 
$

 
$
407

Collectively evaluated for impairment
 
9,864

 
1,466

 
6,218

 
1,725

 
19,273

Acquired with deteriorated credit quality
 

 

 

 

 

Ending Balance
 
$
10,223

 
$
1,514

 
$
6,218

 
$
1,725

 
$
19,680

 
Loans:
 
June 30, 2017
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
 
 
Total
Individually evaluated for impairment
 
$
6,865

 
$
506

 
$

 
 
 
$
7,371

Collectively evaluated for impairment
 
1,104,804

 
430,487

 
317,753

 
 
 
1,853,044

Acquired with deteriorated credit quality
 
1,933

 

 

 
 
 
1,933

Ending Balance
 
$
1,113,602

 
$
430,993

 
$
317,753

 
 
 
$
1,862,348


Allowance for Loan Losses:
 
December 31, 2016
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Unallocated
 
Total
Individually evaluated for impairment
 
242

 
89

 

 

 
331

Collectively evaluated for impairment
 
9,489

 
1,464

 
5,767

 
1,722

 
18,442

Acquired with deteriorated credit quality
 

 

 

 

 

Ending Balance
 
$
9,731

 
$
1,553

 
$
5,767

 
$
1,722

 
$
18,773


Loans
 
December 31, 2016
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
 
 
Total
Individually evaluated for impairment
 
8,051

 
549

 

 
 
 
8,600

Collectively evaluated for impairment
 
1,101,269

 
423,099

 
307,226

 
 
 
1,831,594

Acquired with deteriorated credit quality
 
3,415

 
1,431

 

 
 
 
4,846

Ending Balance
 
$
1,112,735

 
$
425,079

 
$
307,226

 
 
 
$
1,845,040



In the second quarter of 2017, the Corporation revised its historical loss period from four years to seven years as the Corporation believes the longer period is more appropriate as net charge-offs have been lower in recent years. The impact of this change was not material to the overall allowance for loan losses balance, however the unallocated portion was reduced by the change.

The following tables present loans individually evaluated for impairment by class of loans. 

 
 
 
 
 
 
June 30, 2017
 
 
 
 
 
 
Unpaid
Principal
 
Recorded
 
Allowance
for Loan
Losses
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest
(Dollar amounts in thousands)
 
Balance
 
Investment
 
Allocated
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
968

 
$
968

 
$

 
$
1,079

 
$

 
$

Farmland
 
930

 
930

 

 
585

 

 

Non Farm, Non Residential
 
2,773

 
2,773

 

 
2,927

 

 

Agriculture
 

 

 

 
286

 

 

All Other Commercial
 
1,311

 
1,311

 

 
1,339

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
23

 
23

 

 
24

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
513

 
513

 
154

 
525

 

 

Farmland
 

 

 

 

 

 

Non Farm, Non Residential
 

 

 

 
219

 

 

Agriculture
 
571

 
370

 
205

 
123

 

 

All Other Commercial
 

 

 

 

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
483

 
483

 
48

 
503

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
7,572

 
$
7,371

 
$
407

 
$
7,610

 
$

 
$

 



 
 
 
 
 
 
December 31, 2016
 
 
 
 
 
 
Unpaid
Principal
 
Recorded
 
Allowance
for Loan
Losses
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest
Income
(Dollar amounts in thousands)
 
Balance
 
Investment
 
Allocated
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
1,181

 
$
1,181

 
$

 
$
981

 
$

 
$

Farmland
 
826

 
826

 

 
770

 

 

Non Farm, Non Residential
 
3,368

 
2,996

 

 
3,096

 

 

Agriculture
 
622

 
487

 

 
351

 

 

All Other Commercial
 
1,367

 
1,367

 

 
1,477

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
25

 
25

 

 
27

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
537

 
537

 
36

 
819

 

 

Farmland
 

 

 

 

 

 

Non Farm, Non Residential
 
657

 
657

 
206

 
1,016

 


 

Agriculture
 

 

 

 
114

 

 

All Other Commercial
 

 

 

 
45

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
524

 
524

 
89

 
647

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
9,107

 
$
8,600

 
$
331

 
$
9,343

 
$

 
$

 

 
 
Three Months Ended 
 June 30, 2017
 
Six Months Ended 
 June 30, 2017
 
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
(Dollar amounts in thousands)
 
Investment
 
Recognized
 
Recognized
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

 
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
1,029

 
$

 
$

 
$
1,079

 
$

 
$

Farmland
 
465

 

 

 
585

 

 

Non Farm, Non Residential
 
2,893

 

 

 
2,927

 

 

Agriculture
 
185

 

 

 
286

 

 

All Other Commercial
 
1,325

 

 

 
1,339

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
24

 

 

 
24

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
519

 

 

 
525

 

 

Farmland
 

 

 

 

 

 

Non Farm, Non Residential
 

 

 

 
219

 

 

Agriculture
 
185

 

 

 
123

 

 

All Other Commercial
 

 

 

 

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
493

 

 

 
503

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
7,118

 
$

 
$

 
$
7,610

 
$

 
$




 
 
Three Months Ended 
 June 30, 2016
 
Six Months Ended 
 June 30, 2016
 
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
 
Average
Recorded
 
Interest
Income
 
Cash Basis
Interest Income
(Dollar amounts in thousands)
 
Investment
 
Recognized
 
Recognized
 
Investment
 
Recognized
 
Recognized
With no related allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
650

 
$

 
$

 
$
841

 
$

 
$

Farmland
 
733

 

 

 
488

 

 

Non Farm, Non Residential
 
3,119

 

 

 
3,147

 

 

Agriculture
 
318

 

 

 
212

 

 

All Other Commercial
 
1,431

 

 

 
1,540

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
28

 

 

 
28

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

With an allowance recorded:
 
 

 
 

 
 

 
 

 
 

 
 

Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
797

 

 

 
864

 

 

Farmland
 

 

 

 

 

 

Non Farm, Non Residential
 
1,153

 

 

 
1,240

 

 

Agriculture
 

 

 

 

 

 

All Other Commercial
 

 

 

 
75

 

 

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
646

 

 

 
722

 

 

Home Equity
 

 

 

 

 

 

Junior Liens
 

 

 

 

 

 

Multifamily
 

 

 

 

 

 

All Other Residential
 

 

 

 

 

 

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 

 

 

 

All Other Consumer
 

 

 

 

 

 

TOTAL
 
$
8,875

 
$

 
$

 
$
9,157

 
$

 
$

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 








The tables below presents the recorded investment in non-performing loans.
 
 
June 30, 2017
 
 
Loans Past
Due Over
90 Day Still
 
Troubled
Debt
 
Nonaccrual Excluding
(Dollar amounts in thousands)
 
Accruing
 
Accruing
 
Nonaccrual
 
TDR
Commercial
 
 

 
 

 
 

 
 

Commercial & Industrial
 
$

 
$
3

 
$
327

 
$
1,928

Farmland
 
20

 

 

 
1,032

Non Farm, Non Residential
 

 
2

 
2,730

 
371

Agriculture
 
64

 

 

 
578

All Other Commercial
 

 

 

 
1,330

Residential
 
 

 
 

 
 
 
 

First Liens
 
748

 
3,464

 
806

 
4,573

Home Equity
 
14

 

 

 
272

Junior Liens
 
28

 

 

 
160

Multifamily
 

 

 

 

All Other Residential
 
13

 

 

 
86

Consumer
 
 

 
 

 
 
 
 

Motor Vehicle
 
298

 
16

 

 
233

All Other Consumer
 

 
166

 
540

 
692

TOTAL
 
$
1,185

 
$
3,651

 
$
4,403

 
$
11,255



Subsequent to June 30, 2017, the Corporation place a $2.8 million loan on nonaccrual that is not included in the table above.
 
 
December 31, 2016
 
 
Loans Past
Due Over
90 Day Still
 
Troubled
Debt
 
Nonaccrual Excluding
(Dollar amounts in thousands)
 
Accruing
 
Accruing
 
Nonaccrual
 
TDR
Commercial
 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
45

 
$
3

 
$
383

 
$
2,405

Farmland
 

 

 

 
978

Non Farm, Non Residential
 

 
60

 
2,941

 
1,027

Agriculture
 

 

 

 
744

All Other Commercial
 

 

 

 
1,380

Residential
 
 

 
 

 
 
 
 

First Liens
 
276

 
3,525

 
995

 
5,496

Home Equity
 

 

 

 
285

Junior Liens
 
55

 

 

 
202

Multifamily
 

 

 

 

All Other Residential
 

 

 

 
94

Consumer
 
 

 
 

 
 
 
 

Motor Vehicle
 
293

 
60

 

 
140

All Other Consumer
 

 
150

 
517

 
741

TOTAL
 
$
669

 
$
3,798

 
$
4,836

 
$
13,492



There were $121 thousand of loans covered by loss share agreements with the FDIC included in loans past due over 90 days still on accrual at June 30, 2017 and there were $80 thousand at December 31, 2016. There were $66 thousand of covered loans included in non-accrual loans at June 30, 2017 and there were $112 thousand at December 31, 2016. There were no covered loans at June 30, 2017 or December 31, 2016 that were deemed impaired.

Non-performing loans include both smaller balance homogeneous loans that are collectively evaluated for impairment and individually classified impaired loans.

The following tables presents the aging of the recorded investment in loans by past due category and class of loans.  
 
 
June 30, 2017
 
 
30-59 Days
 
60-89 Days
 
Greater
than 90 days
 
Total
 
 
 
 
(Dollar amounts in thousands)
 
Past Due
 
Past Due
 
Past Due
 
Past Due
 
Current
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
605

 
$
77

 
$
938

 
$
1,620

 
$
461,790

 
$
463,410

Farmland
 
678

 
2,309

 
950

 
3,937

 
105,852

 
109,789

Non Farm, Non Residential
 
152

 

 

 
152

 
203,835

 
203,987

Agriculture
 
287

 

 
434

 
721

 
147,025

 
147,746

All Other Commercial
 
1

 

 
19

 
20

 
188,650

 
188,670

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
725

 
910

 
1,542

 
3,177

 
257,853

 
261,030

Home Equity
 
93

 
46

 
25

 
164

 
35,265

 
35,429

Junior Liens
 
235

 
145

 
100

 
480

 
37,730

 
38,210

Multifamily
 

 

 

 

 
83,053

 
83,053

All Other Residential
 

 

 
13

 
13

 
13,258

 
13,271

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 
2,639

 
525

 
311

 
3,475

 
289,787

 
293,262

All Other Consumer
 
83

 
7

 
1

 
91

 
24,400

 
24,491

TOTAL
 
$
5,498

 
$
4,019

 
$
4,333

 
$
13,850

 
$
1,848,498

 
$
1,862,348

 
 
 
December 31, 2016
 
 
30-59 Days
 
60-89 Days
 
Greater
than 90 days
 
Total
 
 
 
 
(Dollar amounts in thousands)
 
Past Due
 
Past Due
 
Past Due
 
Past Due
 
Current
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
370

 
$
114

 
$
1,199

 
$
1,683

 
$
474,406

 
$
476,089

Farmland
 
235

 
22

 
46

 
303

 
110,897

 
111,200

Non Farm, Non Residential
 
153

 

 
215

 
368

 
195,120

 
195,488

Agriculture
 
246

 

 
467

 
713

 
151,059

 
151,772

All Other Commercial
 
15

 

 

 
15

 
178,171

 
178,186

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
3,862

 
954

 
1,516

 
6,332

 
264,446

 
270,778

Home Equity
 
186

 
64

 
27

 
277

 
35,782

 
36,059

Junior Liens
 
271

 

 
224

 
495

 
36,912

 
37,407

Multifamily
 

 

 

 

 
67,799

 
67,799

All Other Residential
 
42

 
12

 

 
54

 
12,982

 
13,036

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 
4,048

 
732

 
313

 
5,093

 
277,604

 
282,697

All Other Consumer
 
143

 
22

 
3

 
168

 
24,361

 
24,529

TOTAL
 
$
9,571

 
$
1,920

 
$
4,010

 
$
15,501

 
$
1,829,539

 
$
1,845,040






During the three and six months ended June 30, 2017 and 2016, the terms of certain loans were modified as troubled debt restructurings (TDRs). The following tables present the activity for TDR's.
 
 
 
 
2017
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
April 1,
 
$
3,302

 
$
4,068

 
$
788

 
$
8,158

    Added
 

 
227

 
41

 
268

    Charged Off
 

 
(7
)
 
(48
)
 
(55
)
    Payments
 
(241
)
 
(90
)
 
(56
)
 
(387
)
June 30,
 
$
3,061

 
$
4,198

 
$
725

 
$
7,984

 
 
 
 
2017
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
January 1,
 
$
3,386

 
$
4,447

 
$
732

 
$
8,565

    Added
 

 
227

 
209

 
436

    Charged Off
 

 
(40
)
 
(71
)
 
(111
)
    Payments
 
(325
)
 
(436
)
 
(145
)
 
(906
)
June 30,
 
$
3,061

 
$
4,198

 
$
725

 
$
7,984

 
 
 
 
2016
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
April 1,
 
3,529

 
5,285

 
695

 
9,509

    Added
 

 
43

 
62

 
105

    Charged Off
 

 
(125
)
 
(6
)
 
(131
)
    Payments
 
(76
)
 
(170
)
 
(82
)
 
(328
)
June 30,
 
3,453

 
5,033

 
669

 
9,155

 
 
 
 
2016
 
 
(Dollar amounts in thousands)
 
Commercial
 
Residential
 
Consumer
 
Total
January 1,
 
3,584

 
5,593

 
683

 
9,860

    Added
 

 
123

 
150

 
273

    Charged Off
 

 
(181
)
 
(26
)
 
(207
)
    Payments
 
(131
)
 
(502
)
 
(138
)
 
(771
)
June 30,
 
3,453

 
5,033

 
669

 
9,155



Modification of the terms of such loans typically include one or a combination of the following: a reduction of the stated interest rate of the loan; an extension of the maturity date at a stated rate of interest lower than the current market rate for new debt with similar risk; or a permanent reduction of the recorded investment in the loan. No modification in 2017 or 2016 resulted in the permanent reduction of the recorded investment in the loan. Modifications involving a reduction of the stated interest rate of the loan were for periods ranging from twelve months to five years. Modifications involving an extension of the maturity date were for periods ranging from twelve months to ten years. Troubled debt restructurings during the three and six months ended June 30, 2017 and 2016 did not result in any material charge-offs or additional provision expense.

The Corporation has no allocations as of June 30, 2017 and has allocated $7 thousand of specific reserves to customers whose loan terms have been modified in troubled debt restructurings at June 30, 2016. The Corporation has not committed to lend additional amounts as of June 30, 2017 and 2016 to customers with outstanding loans that are classified as troubled debt restructurings. None of the charge-offs during the three and six months ended June 30, 2017 and 2016 were of restructurings that had occurred in the previous 12 months.

Credit Quality Indicators:
 
The Corporation categorizes loans into risk categories based on relevant information about the ability of borrowers to service their debt such as: current financial information, historical payment experience, credit documentation, public information, and current economic trends, among other factors. The Corporation analyzes loans individually by classifying the loans as to credit risk. This analysis includes non-homogeneous loans, such as commercial loans, with an outstanding balance greater than $100 thousand. Any consumer loans outstanding to a borrower who had commercial loans analyzed will be similarly risk rated. This analysis is performed on a quarterly basis. The Corporation uses the following definitions for risk ratings:
 
Special Mention: Loans classified as special mention have a potential weakness that deserves management’s close attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the loan or of the institution’s credit position at some future date.
 
Substandard: Loans classified as substandard are inadequately protected by the current net worth and debt service capacity of the borrower or of any pledged collateral. These loans have a well-defined weakness or weaknesses which have clearly jeopardized repayment of principal and interest as originally intended. They are characterized by the distinct possibility that the institution will sustain some future loss if the deficiencies are not corrected.
 
Doubtful: Loans classified as doubtful have all the weaknesses inherent in those graded substandard, with the added characteristic that the severity of the weaknesses makes collection or liquidation in full highly questionable or improbable based upon currently existing facts, conditions, and values.

Furthermore, non-homogeneous loans which were not individually analyzed, but are 90+ days past due or on non-accrual are classified as substandard. Loans included in homogeneous pools, such as residential or consumer may be classified as substandard due to 90+ days delinquency, non-accrual status, bankruptcy, or loan restructuring.
 
Loans not meeting the criteria above that are analyzed individually as part of the above described process are considered to be pass rated loans. Loans listed as not rated are either less than $100 thousand or are included in groups of homogeneous loans. As of June 30, 2017 and December 31, 2016, and based on the most recent analysis performed, the risk category of loans by class of loans are as follows:
 
 
June 30, 2017
(Dollar amounts in thousands)
 
Pass
 
Special
Mention
 
Substandard
 
Doubtful
 
Not Rated
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
423,394

 
$
9,541

 
$
21,668

 
$
339

 
$
7,123

 
$
462,065

Farmland
 
89,607

 
9,108

 
9,511

 

 
11

 
108,237

Non Farm, Non Residential
 
185,767

 
2,924

 
14,858

 

 

 
203,549

Agriculture
 
117,685

 
12,637

 
15,358

 

 
384

 
146,064

All Other Commercial
 
177,635

 
372

 
7,869

 

 
1,867

 
187,743

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
44,650

 
1,613

 
3,909

 
13

 
210,014

 
260,199

Home Equity
 
375

 

 
89

 

 
34,902

 
35,366

Junior Liens
 
1,750

 
81

 
328

 
101

 
35,869

 
38,129

Multifamily
 
82,793

 

 

 

 
101

 
82,894

All Other Residential
 

 

 
31

 

 
13,208

 
13,239

Consumer
 
 

 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 
435

 

 
291,716

 
292,151

All Other Consumer
 

 

 
34

 

 
24,357

 
24,391

TOTAL
 
$
1,123,656

 
$
36,276

 
$
74,090

 
$
453

 
$
619,552

 
$
1,854,027

 
 
December 31, 2016
(Dollar amounts in thousands)
 
Pass
 
Special
Mention
 
Substandard
 
Doubtful
 
Not Rated
 
Total
Commercial
 
 

 
 

 
 

 
 

 
 

 
 

Commercial & Industrial
 
$
427,262

 
$
16,286

 
$
25,177

 
$
449

 
$
5,730

 
$
474,904

Farmland
 
95,115

 
8,300

 
5,238

 

 
532

 
109,185

Non Farm, Non Residential
 
172,739

 
5,745

 
16,601

 

 

 
195,085

Agriculture
 
121,983

 
13,885

 
12,301

 

 
1,366

 
149,535

All Other Commercial
 
163,492

 
596

 
10,058

 
76

 
3,251

 
177,473

Residential
 
 

 
 

 
 

 
 

 
 

 
 

First Liens
 
43,674

 
1,541

 
4,466

 
18

 
220,249

 
269,948

Home Equity
 
363

 

 
86

 

 
35,554

 
36,003

Junior Liens
 
1,826

 
85

 
401

 
26

 
34,977

 
37,315

Multifamily
 
66,133

 
1,430

 
15

 

 
65

 
67,643

All Other Residential
 

 

 

 

 
13,002

 
13,002

Consumer
 


 
 

 
 

 
 

 
 

 
 

Motor Vehicle
 

 

 
331

 

 
281,134

 
281,465

All Other Consumer
 

 

 
25

 

 
24,391

 
24,416

TOTAL
 
$
1,092,587

 
$
47,868

 
$
74,699

 
$
569

 
$
620,251

 
$
1,835,974