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Loans
12 Months Ended
Dec. 31, 2017
Receivables [Abstract]  
Loans Loans
Loans at December 31 are summarized below.
 
2017
 
2016
 
($ in Thousands)
Commercial and industrial
$
6,399,693

 
$
6,489,014

Commercial real estate - owner occupied
802,209

 
897,724

Commercial and business lending
7,201,902

 
7,386,738

Commercial real estate - investor
3,315,254

 
3,574,732

Real estate construction
1,451,684

 
1,432,497

Commercial real estate lending
4,766,938

 
5,007,229

Total commercial
11,968,840

 
12,393,967

Residential mortgage
7,546,534

 
6,332,327

Home equity
883,804

 
934,443

Other consumer
385,813

 
393,979

Total consumer
8,816,151

 
7,660,749

Total loans
$
20,784,991

 
$
20,054,716


The Corporation has granted loans to its directors, executive officers, or their related interests. These loans were made on substantially the same terms, including rates and collateral, as those prevailing at the time for comparable transactions with other unrelated customers, and do not involve more than a normal risk of collection. These loans to related parties are summarized below.
 
2017
2016
 
($ in Thousands)
Balance at beginning of year
$
27,589

$
36,597

New loans
5,329

10,677

Repayments
(7,632
)
(11,089
)
Change due to status of executive officers and directors
(5,026
)
(8,596
)
Balance at end of year
$
20,260

$
27,589


The following table presents commercial and consumer loans by credit quality indicator at December 31, 2017.
 
Pass
 
Special Mention
 
Potential Problem
 
Nonaccrual
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,015,884

 
$
157,245

 
$
113,778

 
$
112,786

 
$
6,399,693

Commercial real estate - owner occupied
723,291

 
14,181

 
41,997

 
22,740

 
802,209

Commercial and business lending
6,739,175

 
171,426

 
155,775

 
135,526

 
7,201,902

Commercial real estate - investor
3,266,389

 
24,845

 
19,291

 
4,729

 
3,315,254

Real estate construction
1,421,504

 
29,206

 

 
974

 
1,451,684

Commercial real estate lending
4,687,893

 
54,051

 
19,291

 
5,703

 
4,766,938

Total commercial
11,427,068

 
225,477

 
175,066

 
141,229

 
11,968,840

Residential mortgage
7,490,860

 
426

 
1,616

 
53,632

 
7,546,534

Home equity
868,958

 
1,137

 
195

 
13,514

 
883,804

Other consumer
384,990

 
652

 

 
171

 
385,813

Total consumer
8,744,808

 
2,215

 
1,811

 
67,317

 
8,816,151

Total loans
$
20,171,876

 
$
227,692

 
$
176,877

 
$
208,546

 
$
20,784,991

The following table presents commercial and consumer loans by credit quality indicator at December 31, 2016. 
 
Pass
 
Special Mention
 
Potential Problem
 
Nonaccrual
 
Total
 
($ in Thousands)
Commercial and industrial
$
5,937,119

 
$
141,328

 
$
227,196

 
$
183,371

 
$
6,489,014

Commercial real estate - owner occupied
805,871

 
17,785

 
64,524

 
9,544

 
897,724

Commercial and business lending
6,742,990

 
159,113

 
291,720

 
192,915

 
7,386,738

Commercial real estate - investor
3,491,217

 
14,236

 
51,228

 
18,051

 
3,574,732

Real estate construction
1,429,083

 
105

 
2,465

 
844

 
1,432,497

Commercial real estate lending
4,920,300

 
14,341

 
53,693

 
18,895

 
5,007,229

Total commercial
11,663,290

 
173,454

 
345,413

 
211,810

 
12,393,967

Residential mortgage
6,275,162

 
1,314

 
5,615

 
50,236

 
6,332,327

Home equity
919,740

 
1,588

 
114

 
13,001

 
934,443

Other consumer
393,161

 
562

 

 
256

 
393,979

Total consumer
7,588,063

 
3,464

 
5,729

 
63,493

 
7,660,749

Total loans
$
19,251,353

 
$
176,918

 
$
351,142

 
$
275,303

 
$
20,054,716


Factors that are important to managing overall credit quality are sound loan underwriting and administration, systematic monitoring of existing loans and commitments, effective loan review on an ongoing basis, early identification of potential problems, an appropriate allowance for loan losses, allowance for unfunded commitments, nonaccrual, and charge off policies. See Note 1 for the Corporation's accounting policy for loans.
For commercial loans, management has determined the pass credit quality indicator to include credits that exhibit acceptable financial statements, cash flow, and leverage. If any risk exists, it is mitigated by the loan structure, collateral, monitoring, or control. For consumer loans, performing loans include credits that are performing in accordance with the original contractual terms. Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Special mention credits have potential weaknesses that deserve management’s attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the credit. Potential problem loans are considered inadequately protected by the current net worth and paying capacity of the obligor or the collateral pledged. These loans generally have a well-defined weakness, or weaknesses, that may jeopardize liquidation of the debt and are characterized by the distinct possibility that the Corporation will sustain some loss if the deficiencies are not corrected. Lastly, management considers a loan to be impaired when it is probable that the Corporation will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest. Management has determined that commercial and consumer loan relationships that have nonaccrual status or have had their terms restructured in a troubled debt restructuring meet this impaired loan definition. Commercial loans classified as special mention, potential problem, and nonaccrual loans are reviewed at a minimum on a quarterly basis, while pass rated credits are reviewed on an annual basis or more frequently if the loan renewal is less than one year or if otherwise warranted.
The following table presents loans by past due status at December 31, 2017.
 
Current
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or More
Past Due (a)
 
Nonaccrual (b)
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,286,369

 
$
170

 
$
101

 
$
267

 
$
112,786

 
$
6,399,693

Commercial real estate - owner occupied
779,421

 
48

 

 

 
22,740

 
802,209

Commercial and business lending
7,065,790

 
218

 
101

 
267

 
135,526

 
7,201,902

Commercial real estate - investor
3,310,000

 
374

 

 
151

 
4,729

 
3,315,254

Real estate construction
1,450,459

 
168

 
83

 

 
974

 
1,451,684

Commercial real estate lending
4,760,459

 
542

 
83

 
151

 
5,703

 
4,766,938

Total commercial
11,826,249

 
760

 
184

 
418

 
141,229

 
11,968,840

Residential mortgage
7,483,350

 
9,186

 
366

 

 
53,632

 
7,546,534

Home equity
863,465

 
5,688

 
1,137

 

 
13,514

 
883,804

Other consumer
382,186

 
1,227

 
780

 
1,449

 
171

 
385,813

Total consumer
8,729,001

 
16,101

 
2,283

 
1,449

 
67,317

 
8,816,151

Total loans
$
20,555,250

 
$
16,861

 
$
2,467

 
$
1,867

 
$
208,546

 
$
20,784,991

(a)
The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2017 (the same as the reported balances for the accruing loans noted above).
(b)
Of the total nonaccrual loans, $135 million or 65% were current with respect to payment at December 31, 2017.

The following table presents loans by past due status at December 31, 2016.
 
Current
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or More
Past Due (a)
 
Nonaccrual (b)
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,303,994

 
$
965

 
$
448

 
$
236

 
$
183,371

 
$
6,489,014

Commercial real estate - owner occupied
886,796

 
968

 
416

 

 
9,544

 
897,724

Commercial and business lending
7,190,790

 
1,933

 
864

 
236

 
192,915

 
7,386,738

Commercial real estate - investor
3,555,750

 
431

 
500

 

 
18,051

 
3,574,732

Real estate construction
1,431,284

 
264

 
105

 

 
844

 
1,432,497

Commercial real estate lending
4,987,034

 
695

 
605

 

 
18,895

 
5,007,229

Total commercial
12,177,824

 
2,628

 
1,469

 
236

 
211,810

 
12,393,967

Residential mortgage
6,273,949

 
7,298

 
844

 

 
50,236

 
6,332,327

Home equity
915,593

 
4,265

 
1,584

 

 
13,001

 
934,443

Other consumer
389,157

 
2,471

 
718

 
1,377

 
256

 
393,979

Total consumer
7,578,699

 
14,034

 
3,146

 
1,377

 
63,493

 
7,660,749

Total loans
$
19,756,523

 
$
16,662

 
$
4,615

 
$
1,613

 
$
275,303

 
$
20,054,716

(a)
The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2016 (the same as the reported balances for the accruing loans noted above).
(b)
Of the total nonaccrual loans, $224 million or 81% were current with respect to payment at December 31, 2016.
The following table presents impaired loans individually evaluated under ASC Topic 310 at December 31, 2017.
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
81,649

 
$
83,579

 
$
10,838

 
$
58,494

 
$
2,629

Commercial real estate - owner occupied
23,796

 
23,937

 
2,973

 
12,124

 
736

Commercial and business lending
105,445

 
107,516

 
13,811

 
70,618

 
3,365

Commercial real estate - investor
17,823

 
17,862

 
1,597

 
16,924

 
1,694

Real estate construction
467

 
578

 
86

 
484

 
29

Commercial real estate lending
18,290

 
18,440

 
1,683

 
17,408

 
1,723

Total commercial
123,735

 
125,956

 
15,494

 
88,026

 
5,088

Residential mortgage
40,561

 
42,922

 
6,512

 
40,411

 
1,614

Home equity
10,250

 
10,986

 
3,718

 
10,521

 
549

Other consumer
1,135

 
1,138

 
122

 
1,140

 
3

Total consumer
51,946

 
55,046

 
10,352

 
52,072

 
2,166

Total loans
$
175,681

 
$
181,002

 
$
25,846

 
$
140,098

 
$
7,254

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
60,595

 
$
82,839

 
$

 
$
89,275

 
$
492

Commercial real estate - owner occupied
2,438

 
2,829

 

 
1,948

 
36

Commercial and business lending
63,033

 
85,668

 

 
91,223

 
528

Commercial real estate - investor
1,295

 
1,295

 

 

 
45

Real estate construction

 

 

 

 

Commercial real estate lending
1,295

 
1,295

 

 

 
45

Total commercial
64,328

 
86,963

 

 
91,223

 
573

Residential mortgage
6,925

 
7,204

 

 
4,999

 
217

Home equity
641

 
645

 

 
540

 
7

Other consumer

 

 

 

 

Total consumer
7,566

 
7,849

 

 
5,539

 
224

Total loans
$
71,894

 
$
94,812

 
$

 
$
96,762

 
$
797

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
142,244

 
$
166,418

 
$
10,838

 
$
147,769

 
$
3,121

Commercial real estate - owner occupied
26,234

 
26,766

 
2,973

 
14,072

 
772

Commercial and business lending
168,478

 
193,184

 
13,811

 
161,841

 
3,893

Commercial real estate - investor
19,118

 
19,157

 
1,597

 
16,924

 
1,739

Real estate construction
467

 
578

 
86

 
484

 
29

Commercial real estate lending
19,585

 
19,735

 
1,683

 
17,408

 
1,768

Total commercial
188,063

 
212,919

 
15,494

 
179,249

 
5,661

Residential mortgage
47,486

 
50,126

 
6,512

 
45,410

 
1,831

Home equity
10,891

 
11,631

 
3,718

 
11,061

 
556

Other consumer
1,135

 
1,138

 
122

 
1,140

 
3

Total consumer
59,512

 
62,895

 
10,352

 
57,611

 
2,390

Total loans (a)
$
247,575

 
$
275,814

 
$
25,846

 
$
236,860

 
$
8,051

(a)
The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 80% of the unpaid principal balance at December 31, 2017.
The following table presents impaired loans individually evaluated under ASC Topic 310 at December 31, 2016. 
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
99,786

 
$
105,175

 
$
21,047

 
$
104,808

 
$
2,345

Commercial real estate - owner occupied
5,544

 
5,568

 
23

 
5,840

 
263

Commercial and business lending
105,330

 
110,743

 
21,070

 
110,648

 
2,608

Commercial real estate - investor
26,764

 
27,031

 
3,410

 
30,665

 
2,120

Real estate construction
509

 
648

 
84

 
529

 
31

Commercial real estate lending
27,273

 
27,679

 
3,494

 
31,194

 
2,151

Total commercial
132,603

 
138,422

 
24,564

 
141,842

 
4,759

Residential mortgage
37,902

 
39,979

 
6,438

 
38,608

 
1,551

Home equity
11,070

 
11,909

 
3,943

 
11,420

 
627

Other consumer
1,012

 
1,023

 
109

 
1,021

 
2

Total consumer
49,984

 
52,911

 
10,490

 
51,049

 
2,180

Total loans
$
182,587

 
$
191,333

 
$
35,054

 
$
192,891

 
$
6,939

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
113,485

 
$
134,863

 
$

 
$
117,980

 
$
1,519

Commercial real estate - owner occupied
8,439

 
9,266

 

 
8,759

 
138

Commercial and business lending
121,924

 
144,129

 

 
126,739

 
1,657

Commercial real estate - investor
6,144

 
6,478

 

 
7,092

 

Real estate construction

 

 

 

 

Commercial real estate lending
6,144

 
6,478

 

 
7,092

 

Total commercial
128,068

 
150,607

 

 
133,831

 
1,657

Residential mortgage
5,974

 
6,998

 

 
6,610

 
184

Home equity
106

 
107

 

 
107

 
4

Other consumer

 

 

 

 

Total consumer
6,080

 
7,105

 

 
6,717

 
188

Total loans
$
134,148

 
$
157,712

 
$

 
$
140,548

 
$
1,845

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
213,271

 
$
240,038

 
$
21,047

 
$
222,788

 
$
3,864

Commercial real estate - owner occupied
13,983

 
14,834

 
23

 
14,599

 
401

Commercial and business lending
227,254

 
254,872

 
21,070

 
237,387

 
4,265

Commercial real estate - investor
32,908

 
33,509

 
3,410

 
37,757

 
2,120

Real estate construction
509

 
648

 
84

 
529

 
31

Commercial real estate lending
33,417

 
34,157

 
3,494

 
38,286

 
2,151

Total commercial
260,671

 
289,029

 
24,564

 
275,673

 
6,416

Residential mortgage
43,876

 
46,977

 
6,438

 
45,218

 
1,735

Home equity
11,176

 
12,016

 
3,943

 
11,527

 
631

Other consumer
1,012

 
1,023

 
109

 
1,021

 
2

Total consumer
56,064

 
60,016

 
10,490

 
57,766

 
2,368

Total loans (a)
$
316,735

 
$
349,045

 
$
35,054

 
$
333,439

 
$
8,784

(a)
The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 81% of the unpaid principal balance at December 31, 2016.
Troubled Debt Restructurings (“Restructured Loans”)
Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. See Note 1 for the Corporation's accounting policy for troubled debt restructurings. The Corporation had a recorded investment of approximately $9 million in loans modified in troubled debt restructurings for the year ended December 31, 2017, of which approximately $6 million were in accrual status and $3 million were in nonaccrual pending a sustained period of repayment. As of December 31, 2017 there was approximately $9 million of commitments to lend additional funds to borrowers with restructured loans. The following table presents nonaccrual and performing restructured loans by loan portfolio.
 
December 31, 2017
December 31, 2016
December 31, 2015
 
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
 
($ in Thousands)
Commercial and industrial
$
30,047

$
1,776

$
31,884

$
1,276

$
29,293

$
1,714

Commercial real estate - owner occupied
3,989


5,490

2,220

7,877

2,703

Commercial real estate - investor
14,389


15,289

924

21,915

3,936

Real estate construction
310

157

359

150

510

177

Residential mortgage
17,068

18,991

18,100

21,906

19,870

24,592

Home equity
7,705

2,537

7,756

2,877

7,069

4,522

Other consumer
1,110

25

979

32

829

40

   Total restructured loans
$
74,618

$
23,486

$
79,857

$
29,385

$
87,363

$
37,684

(a)
Nonaccrual restructured loans have been included within nonaccrual loans.

The following table provides the number of loans modified in a troubled debt restructuring by loan portfolio during the years ended December 31, 2017, 2016 and 2015, respectively, and the recorded investment and unpaid principal balance as of December 31, 2017, 2016 and 2015, respectively.
 
Year Ended December 31, 2017
Year Ended December 31, 2016
Year Ended December 31, 2015
 
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment
(a)
Unpaid
Principal
Balance
(b)
 
($ in Thousands)
Commercial and industrial
8

$
3,991

$
6,339

8

$
1,509

$
1,526

12

$
2,219

$
2,900

Commercial real estate - owner occupied
2

690

690

1

116

122

5

3,694

3,901

Commercial real estate - investor






5

21,573

21,640

Real estate construction



1

65

91

4

78

79

Residential mortgage
45

4,238

4,364

63

5,535

5,792

97

10,464

10,996

Home equity
22

507

507

57

2,030

2,084

88

3,103

3,249

Other consumer



1

15

16




   Total
77

$
9,426

$
11,900

131

$
9,270

$
9,631

211

$
41,131

$
42,765

(a)
Represents post-modification outstanding recorded investment.
(b)
Represents pre-modification outstanding recorded investment.

Restructured loan modifications may include payment schedule modifications, interest rate concessions, maturity date extensions, modification of note structure (A/B Note), non-reaffirmed Chapter 7 bankruptcies, principal reduction, or some combination of these concessions. For the year ended December 31, 2017, restructured loan modifications of commercial and industrial, commercial real estate, and real estate construction loans primarily included maturity date extensions, interest rate concessions, payment schedule modifications, or a combination of these concessions. Restructured loan modifications of home equity and residential mortgage loans primarily included maturity date extensions, interest rate concessions, non-reaffirmed Chapter 7 bankruptcies, or a combination of these concessions for the year ended December 31, 2017.
The following table provides the number of loans modified in a troubled debt restructuring during the previous twelve months which subsequently defaulted during the year ended December 31, 2017, 2016 and 2015, respectively, as well as the recorded investment in these restructured loans as of December 31, 2017, 2016 and 2015, respectively.
 
Year Ended December 31, 2017
Year Ended December 31, 2016
Year Ended December 31, 2015
 
Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
 
($ in Thousands)
Commercial and industrial
2

$


$

2

$
197

Residential mortgage
36

3,137

44

4,102

61

6,815

Home equity
27

735

23

457

28

1,220

Other consumer
1

7

1

15



   Total
66

$
3,879

68

$
4,574

91

$
8,232


All loans modified in a troubled debt restructuring are evaluated for impairment. The nature and extent of the impairment of restructured loans, including those which have experienced a subsequent payment default, is considered in the determination of an appropriate level of the allowance for loan losses.
Allowance for Credit Losses
The allowance for credit losses is comprised of the allowance for loan losses and the allowance for unfunded commitments. The level of the allowance for loan losses represents management’s estimate of an amount appropriate to provide for probable credit losses in the loan portfolio at the balance sheet date. See Note 1 for the Corporation's accounting policy on the allowance for loan losses. The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. See Note 16 for additional information on the allowance for unfunded commitments.
A summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2017, was as follows.
 
Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
 
($ in Thousands)
December 31, 2016
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Charge offs
(44,533
)
(344
)
(991
)
(604
)
(2,611
)
(2,724
)
(4,439
)
(56,246
)
Recoveries
11,465

173

242

74

927

3,194

716

16,791

Net charge offs
(33,068
)
(171
)
(749
)
(530
)
(1,684
)
470

(3,723
)
(39,455
)
Provision for loan losses
16,010

(3,511
)
(3,477
)
7,968

4,245

1,292

4,473

27,000

December 31, 2017
$
123,068

$
10,352

$
41,059

$
34,370

$
29,607

$
22,126

$
5,298

$
265,880

Allowance for loan losses
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
10,838

$
2,973

$
1,597

$
86

$
6,512

$
3,718

$
122

$
25,846

Collectively evaluated for impairment
112,230

7,379

39,462

34,284

23,095

18,408

5,176

240,034

Total allowance for loan losses
$
123,068

$
10,352

$
41,059

$
34,370

$
29,607

$
22,126

$
5,298

$
265,880

Loans
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
142,244

$
26,234

$
19,118

$
467

$
47,486

$
10,891

$
1,135

$
247,575

Collectively evaluated for impairment
6,257,449

775,975

3,296,136

1,451,217

7,499,048

872,913

384,678

20,537,416

Total loans
$
6,399,693

$
802,209

$
3,315,254

$
1,451,684

$
7,546,534

$
883,804

$
385,813

$
20,784,991

For comparison purposes, a summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2016, was as follows.
 
Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
 
($ in Thousands)
December 31, 2015
$
129,959

$
18,680

$
43,018

$
25,266

$
28,261

$
23,555

$
5,525

$
274,264

Charge offs
(71,016
)
(512
)
(1,504
)
(558
)
(4,332
)
(4,686
)
(3,831
)
(86,439
)
Recoveries
14,543

74

1,624

203

755

3,491

820

21,510

Net charge offs
(56,473
)
(438
)
120

(355
)
(3,577
)
(1,195
)
(3,011
)
(64,929
)
Provision for loan losses
66,640

(4,208
)
2,147

2,021

2,362

(1,996
)
2,034

69,000

December 31, 2016
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Allowance for loan losses
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
21,047

$
23

$
3,410

$
84

$
6,438

$
3,943

$
109

$
35,054

Collectively evaluated for impairment
119,079

14,011

41,875

26,848

20,608

16,421

4,439

243,281

Total allowance for loan losses
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Loans
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
213,271

$
13,983

$
32,908

$
509

$
43,876

$
11,176

$
1,012

$
316,735

Collectively evaluated for impairment
6,275,743

883,741

3,541,824

1,431,988

6,288,451

923,267

392,967

19,737,981

Total loans
$
6,489,014

$
897,724

$
3,574,732

$
1,432,497

$
6,332,327

$
934,443

$
393,979

$
20,054,716


The allowance related to the oil and gas portfolio was $27 million at December 31, 2017 and represented 4.5% of total oil and gas loans.
 
Year Ended December 31, 2017
Year Ended December 31, 2016
 
($ in Millions)
Balance at beginning of period
$
38

$
42

Charge offs
(25
)
(59
)
Recoveries


Net Charge offs
(25
)
(59
)
Provision for loan losses
14

55

Balance at end of period
$
27

$
38

Allowance for loan losses
 
 
Individually evaluated for impairment
$
5

$
14

Collectively evaluated for impairment
22

24

Total allowance for loan losses
$
27

$
38

Loans
 
 
Individually evaluated for impairment
$
77

$
147

Collectively evaluated for impairment
523

521

Total loans
$
600

$
668





The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. See Note 16 for additional information on the allowance for unfunded commitments and see Note 1 for the Corporation's accounting policy for allowance for unfunded commitments. A summary of the changes in the allowance for unfunded commitments was as follows.
 
Years Ended December 31,
 
2017
2016
2015
 
($ in Thousands)
Allowance for Unfunded Commitments
 
 
 
Balance at beginning of period
$
25,400

$
24,400

$
24,900

Provision for unfunded commitments
(1,000
)
1,000

(500
)
Balance at end of period
$
24,400

$
25,400

$
24,400