“For a successful technology, reality must take precedence over public relations, for Nature cannot be fooled.”

Richard Feynman

THE EVOLUTION OF THE WORLD’S HYDROCARBON RESERVES

by J.H. Laherrère

Lecture given in French on June 17, 1998, in Paris to SPE France

Introduction

The reserves of an oil or gas field cannot be measured directly but only estimated on the basis of geological and engineering knowledge and principles. Like all estimates, reserve estimates are subject to uncertainty. Furthermore, many are confidential or subject to “political” pressures. Companies use different numbers for internal and external purposes, and different companies involved in a particular field may report different estimates. It is accordingly very difficult to obtain valid current estimates, and even more difficult to determine their evolution over time.

 What are we talking about?

It is difficult even to clearly distinguish what is classed as an oilfield from what is classed as a gasfield. The US Department of Energy lists 46 000 fields in the United States but 4500 of them are classed both as oilfields and gasfields. Of the 18 000 fields in Petroconsultants’ database, about a thousand lack reserve data, meaning for the most part that an announced discovery was not substantiated. Fields may have different names in different databases, and may change their names where they straddle concession or national boundaries. For example the North Field in Qatar was found in 1971, but an extension into Iran is known as the South Pars Field and attributed to 1991. Reports even of world production range widely. The 1996 production of what was termed “oil” was variously reported as 62.7 Mb/d for crude oil (IEA); 64.1 Mb/d for crude oil and condensate (EIA/DOE); and 74.4 Mb/d for “liquids” (EIA/DOE). Synthetic oil is sometimes included, sometimes not. For these reasons, Cumulative Production has an accuracy of no more than ten percent.

The proportion of liquids derived from gas ranges from 26% (including 21% of NGL) in the United States to 6% in the world as a whole.

There is confusion between Initial Reserves, namely the total discovered, and Remaining Reserves, namely the reserves as of a reference date. There is confusion between Reserves and Resources, as well as between conventional and non-conventional categories. There is no consensus on the definition of these terms. Reserves yield production, but much of the resource base will never achieve reserve status. Some are non-economic; some would take more energy to produce than they deliver; and some will remain undiscovered due to the practical limits of exploration activity in the foreseeable future.

The initial reserves of a field will be known absolutely only on the day when it is finally abandoned, when they will equate with the Cumulative Production. Prior to that they are known only within a range of uncertainty which should be expressed in terms of a probability range. The traditional method, known as the Determinist Method, is used mainly in the United States, and classifies reserves as Proved, Probable or Possible. It ignores the range of uncertainty, giving a single number for each class of reserves. Only the Proved class is accepted for financial reporting purposes.

Figure 1 Curves of probability

Figure 1 illustrates a probability curve that represents the uncertainty of reserves in a field. The probability ranking on the Y-axis is that the actual number is greater than the corresponding value on the X-axis. Thus, in this particular example, the low (“mini-“) case, with a probability of 95%, is 20 Mb whereas the high (“maxi-“) case, with a probability of 5%, is 200 Mb. It means that there is a 90% probability that the actual reserves will fall between 20 and 200 Mb. Refining the analysis further, we may recognize the Mode value of 40 Mb which is the most likely, coming at the point of inflection, with a 65% probability; the Median of 60 Mb with a 50% probability; and the Mean of 80 Mb with a probability of 35%.

Superimposed on Figure 1 are the ranges of what are termed Proved (P); Proved + Probable (2P) and Proved + Probable + Possible (3P). It is necessary to show them as ranges because there is no consensus on how to define them.

There can be no absolute ranking of probability because each field in unique, but the distribution of probability can be built up from an evaluation of the probability ranking of the several physical parameters, such as reservoir thickness and porosity, that control the size of the reserves.

In practice, there is a tendency to prefer the simpler determinist method, which allows the evaluator to deliver the desired results, rather than deal with the more correct but more complex probability method. In the real world, there are pressures to both over- and under-report.

Motives for declaring the minimum:

Explorer: to avoid being regarded as a dreamer

Engineer: to reduce the risk of being contradicted (a mean estimate implies being wrong 60% of the time),

Company: to secure apparent reserve growth over time which presents a more attractive financial image, may reduce tax, and in some cases facilitate its competitive position

Motives for declaring the maximum:

Explorer: to make a small prospect sufficiently economic to pass corporate hurdles

Company: to augment its share values; sale value; the stock options of its executives; overcome government constraints to depletion rate (Frigg)

Countries: to provide collateral f or debt (Mexico)

OPEC: to increase quota (large increases in the late 1980s)

Soviet Union: to show the maximum theoretical recovery ignoring economic constraints

Motives for declaring the mean (the expected value):

Those seeking a valid national total. The mean value of a large number of fields is the sum of the mean value of each individual field, despite the fact that, statistically, 60% of the cases will prove incorrect.

Most international companies are quoted on the American Stock Exchange and are subject to the rules of the Securities and Exchange Commission, which were designed to protect investors from unscrupulous promoters in the onshore environment of the United States. These regulations accept, for financial purposes, only Proved reserves, based on the catchment area of producing wells (normally 40 acres) as deemed “reasonably certain” in relation to the technology and economics, including oil price, in effect at the end of the year in question. This practice naturally gives rise to “reserve growth” over time as the fields are drilled up and as probable and possible reserves are converted to proved status. The concept of “reserve growth” is much misunderstood, being commonly attributed to technological progress, when in reality it is mainly an artifact of the reporting procedure. There are many vested interests that benefit from the ambiguity surrounding reserve estimation and the illusion of “reserve growth” which conceals the reality of depletion.

The weakness of the system has been the subject of comment by many experts:

There are currently almost as many definitions for reserves as there are evaluators, oil and gas companies, securities commissions and government departments. Each one uses its own version of the definitions for its own purposes” DeSorcy 1993 (1)

The resource base [of the former Soviet Union] appeared to be strongly exaggerated due to inclusion of reserves and resources that are neither reliable nor technologically nor economically viable” Khalimov 1993 (2)

“An industry that prides itself on its use of science, technology and frontier risk assessment finds itself in the 1990s with a reserve definition more reminiscent of the 1890s” “illegal addition of proved reserves” Capen 1996

Why our reserves definition don’t work anymore” Caldwell 1996

Virtual reserves – and other measures designed to confuse the investing public” Tobin 1996

The term “reserves” often is treated as if it were synonymous with “proved reserves”. This practice completely ignores the fact that any prudent operator will have, at least internally, estimates of probable and possible reserves” Ross 1998 (3)

Defining Proved Reserves

The problem of defining what is meant by the commonly used term, Proved Reserves, has been addressed many times with a wide range of proposals. In fact, the term has been variously applied to reserves having a probability ranking from 50% to 95%. Some of the approaches are listed below:

1961 API : Proved = “beyond reasonable doubt”

1977 SEC-FASB : Proved = “with reasonable certainty”

1979 Kalimov : USSR A + B +C1 reserves = Proved Reserves

1979 Esso : Proved (P) = 95% probability; Proved + Probable (2P)= 50% probability; Proved + Probable + Possible (3P) = 5% probability

1980 AAPG, SPE and API : uses SEC definitions

1983 WPC (Martinez) Proved = “reasonable certainty” or 90% probability

1985 Grossling : “expected value = 2.3 Proved for Non-OPEC; 1.5 Proved for OPEC

1985 Bourdaire (4) : Proved (P) = 95% (minimum); 2P = mode; 3P = 5% (maximum); mean = “expected value” = Proved + 2/3 Probable + 1/3 Possible

1987 WPC (Martinez) Proved = 85%-95% Probability = “high degree of certainty”

1990 Laherrère (5) : Proved(P) = 85%-95% ; 2P = 50% ; 3P = 5%-15%

1991 Ross notes that “reasonable certainty” is treated by some as having a probability of 65% or, even worse, 50%.

1991 Caldwell proposes that “reasonable certainty” equates with a 75% probability, between Proved and Probable

1993 DeSorcy : Proved = 80% probability; Probable = 40%-80% probability; Possible = 10%-40%; “Expected Reserves” = Proved + 0.6 Probable + 0.25 Possible; “Established Reserves” = Proved + 0.5 Probable

1994 Ross : Proved = 75% probability

1994 NPD drops Proved, Probable and Possible in favour of 90%; 50% (called Most Probable?) and 10%

1994 PdVSA (Roger) uses a probabilistic range of 80-50-20%

1996 SPE/WPC proposes a hybrid system whereby the Determinist terms are defined as follows : Proved = “reasonable certainty”, but also having a “high degree of confidence”; Probable = “more likely than not”; Possible = “less likely than not”; and the Probabilistic terms are defined as follows: Proved (P) =80% probability; Proved + Probable (2P) = 50% probability; and Proved + Probable + Possible (3P) = 10% probability

1997 SPE/WPC final text : Proved = P90.

The issue of reserve definition has become the prime responsibility of the a committee formed by the World Petroleum Congress and the Society of Petroleum Engineers under the direction of A. Martinez. It has endeavoured, without much success, to find a compromise between the determinist and the probabilist schools of thought. One of the obstacles to progress has been the huge amount of work and re-education that would be involved in financial reporting if the traditional determinist method were to be changed. An obvious solution would be to persuade the SEC to follow the UK accounting procedure that requires reserves to defined as Proved + Probable, which is normally taken at a P50 value, although strictly speaking it should be the Mean, with a Probability of about 40%. A discussion with SEC is presently in progress (Martinez July 1998).

Summing reserves of more than one field

The way in reserves are defined has much impact on cases where reserves from more than one field are summed to give national or corporate totals. Adding the Proved reserves of individual fields under-states the total. The proper procedure is to sum the mean values.

In the case of determining the reserves of a field from the constituent parameters, such as reservoir thickness, porosity, saturation etc., also requires proper handling. Multiplying the low case value for each parameter does not give the Proved reserves for the field as a whole: thus multiplying five parameters each having a probability of 90% would give a total of 0.9 power 5, namely 59%. The Most Likely (mode) value for the field is obtained by multiplying the mode value for each parameter.

There has been a tendency to use Monte Carlo simulations to make probability calculations, but it is not necessary to go to this length if one makes the reasonable assumption that the distribution of the parameters is lognormal (6) (7).

Norwegian System

The Norwegian Petroleum Directorate operates a particularly thorough and sound procedure recognizing as many as twelve categories, of which only three are covered in the SPE/WPC classification, in all cases referring to initial reserves and resources.

0 Reserves where production is ceased

1 Reserves in production

2 Reserves with an approved development plan

3 Resources in a late planning phase (PDO approval within 2 years)

4 Resources in an early planning phase (PDO approval within 10 years)

5 Resources which may be developed in the long term

6 Resources where development is not very likely

7 Resources in new discoveries for which the evaluation is not complete

8 Resources from possible future measures to increase the recovery factor (measures which are not planned, possibly superseding present-day technology)

9 Resources in prospects

10 Resources in leads

11 Unmapped resources

The volumes declared (Feb.1997) by the NDP are:

Oil

Gas

NGL

Total

M.m3

G.m3

Mt

M.m3 o.e.

0: Production ceased

0

41

0

41

1: In production

2702

1639

122

4499

2: Development approved

448

294

31

782

subtotal = reserves

3150

1974

153

5322

3: Late planning phase

540

365

23

935

4: Early planning phase

123

655

21

805

5: Can be developed in the long term

135

435

24

601

6: Development very uncertain

24

47

1

72

7: New discoveries

10

17

0

27

Total discovered (resources)

3982

3493

222

7762

Reserves as % of resources

79%

56%

69%

69%

It should ne noted that Norway accords Reserve status to no more than 69 percent of its discovered resources.

The U.S. oil resource agencies (Department of Energy , Department of the Interior Geological Survey and Mineral anagement Service) that are not bound by the SEC regulations do not use the terms Proved, Probable and Possible.

The Minerals Management Service, which is responsible for the offshore, explains its definitions:

“Cumulative probability distributions: A distribution showing the probability of a given amount or more occurring. These distributions include the values for the resource estimates presented throughout this report: a low estimate having a 95 percent probability (19 in 20 chance) of at least that amount (F95), a high estimate having a 5 percent probability (1 in 20 chance) of at least that amount (F5), and a mean (m) estimate representing the average of all possible values. Values of the fractiles are not additive. These distributions are often referred to as S-curves.

Deterministic : a process in which future states can be forecast exactly from knowledge of the present state and rules governing the process. It contains no random or uncertain components” It is obvious that they regard the determinist method as stretching credulity, given the many uncertainties”.

Recovery Factors

The growth of reserves is often taken as a reflection of an improvement in the percentage of the oil-in-place to be recovered. We must note that the uncertainty relating to the size of the reserves is large at the outset but reduces progressively until the abandonment of the field when all uncertainty has been removed. By contrast, the oil-in-place is estimated at an early stage from seismic surveys and other data, and the uncertainty does not improve over the life of the field unless additional seismic surveys and drilling are undertaken. Recovery factor is used to estimate reserves only at the beginning of the project: later estimates come from well performance and simulation techniques. This is illustrated, for example, by the fact that a manual on reservoir engineering issued by the Institut du Petrole Francaise (8) makes no reference to the use of recovery factor. The fact that recovery factors are commonly quoted in round numbers, such as 30%, 1/3, 40%, 50%, demonstrates what an imprecise method it is. NDP has taken 50% for its last oil estimates and 75% for its gas estimates.

It is clear that, in the same way as reserves should be reported as a range, so should the even more uncertain values of oil-in-place. Furthermore, the probability ranking of the reserves should be match by an equivalent ranking of the oil-in-place. Knowledge of both improve over the life of a field but not necessarily proportionately.

For these reasons, an improvement in apparent recovery factor normally simply reflects the progressive addition of Probable reserves that were omitted from the initial estimate.

The notion of “reserve growth” largely reflects the bad practices widely used in reserve estimation. Figure 2 illustrates the position.

Figure 2. Evolution of the uncertainties of reserves and recovery factor

Published Reserves

Published reserve estimates range widely, and are commonly contradictory as reported by Greenpeace on Internet.

Table 1

Global and Regional Oil Reserves at the end of 1995 (Gb)

Regions

OGJ

World Oil

Petroconsultants

USGS

North America

77

77

64

103

South America

78

85

51

74

Europe

16

31

30

37

FSU

59

191

76

121

Africa

73

79

53

72

Middle East

660

590

439

583

Far East

42

51

38

62

Australasia

2

4

3

4

TOTAL

1007

1107

746

1056

Notes:

OGJ = Oil and Gas Journal – Estimated Proven Reserves at 1.1.96.

World Oil – Estimated Proven Reserves at 21.12.95.

Petroconsultants – Assessed Reserves, 1995.

USGS = United States Geological Survey – Identified Reserves at 1.1.93. adjusted for subsequent production from 1993 to 1995.

The US DOE/EIA (Annual Report 1996) gives in Table 5 these values that differ by factors of one to three (especially for Non-OPEC countries where there is a average discrepancy by 1.7 ), yet it does not comment on the discrepancies nor indicate a preference.

International Oil (Million Barrels) Reserves as of December 31, 1996
(major discrepancies in bold face)
RankCountry

Oil & Gas Journal

World Oil

1Saudi Arabia

261 500

261 800

2Former U.S.S.R.

57 000

183 831

3Iraq

112 000

112 000

4Kuwait

96 500

94 700

5Iran

93 000

90 500

6United Arab Emirates

97 800

63 510

7Venezuela

64 878

72 603

8Mexico

48 796

48 472

9Libya

29 500

29 500

10China

24 000

34 055

Top 10 Total

884 974 (87%)

990 971 (85%)

11United States

22 351

22 050

12Norway

11 234

26 874

13Nigeria

15 521

20 800

14Algeria

9 200

12 960

15Indonesia

4 980

9 241

16Brazil

4 800

6 970

17Canada

4 894

5 537

18United Kingdom

4 517

5 003

19India

4 333

5 049

20Malaysia

4 000

5 170

21Angola

5 412

3 601

22Oman

5 138

3 614

23Qatar

3 700

3 916

24Egypt

3 696

3 700

25Yemen

4 000

3 100

Discrepancy
Top 25 Total

992 749 (97%)

1 128 556 (97%)

14%

OPEC Total

788 579 (77%)

771 530 (67%)

-2%

Non-OPEC

230 270 (23%)

388 574 (33%)

69%

World Total

1 018 849 (100%)

1 160 104 (100%)

14%

We may note that there is a discrepancy of 14 percent for the world as a whole and as much as 69 percent for the Non-OPEC countries. The uncertainties are evident, yet these estimates are quoted in exact numbers implying a more than justified accuracy. Such estimates should be quoted to no more than two significant figures.

Comparison of data from the Oil & Gas Journal and World Oil

The Oil & Gas Journal gives its data in the last few weeks of the year in question, and the figure can accordingly be no more than an estimate, whereas World Oil publishes its data in August of the succeeding year. Both journals publish what are reported as Proved Reserves. World Oil corrects the data in their subsequent report but the Oil & Gas Journal does not.. We have compiled the data from these two sources and compared them with the backdated Proved + Probable (P50) data provided by Petroconsultants. Backdating attributes any reserve revisions to the discovery date of the relevant fields. It does not take into account the impact of subsequent investments but certainly provides a better picture of the discovery trend than accepting, on a current basis, the revisions, which are mainly due to flawed estimation procedures rather than any dynamic addition. It would be still better to backdate to the date of the commitment of investment rather than to the discovery itself, but to do so is beyond the available database.

Figure 3 compares the two data sets for the FSU. The abrupt fluctuations in 1968-71, 1980-85 and in 1991, shown by World Oil is as implausible as is the constant value reported by the Oil & Gas Journal.

Figure 4 shows equally implausible World Oil fluctuations for the United Kingdom. Figure 5 shows the other anomalies in Norway, where the data is in the public domain, and Figure 6 illustrates Iraq and Saudi Arabia where large spurious increases were announced for quota reasons.

Figure 3. FSU : Comparison of different data sets

Figure 4 UK : Comparison of different data sets

Figure 5 Norway : Comparison of different data sets

Figure 6 Iraq and Saudi Arabia : Comparison of different data sets

Figure 7 Trends of World data

Figure 7 illustrates the three data sets for the world as a whole with the trends extrapolated. World Oil shows a rising trend; the Oil & Gas Journal shows a stable trend; and Petroconsultants, which records properly backdated Proved + Probable (P50) reserves, shows a plausible decline, remembering the production inexorably consumes reserves unless matched by new discovery. With the current discovery rate down to about 6 Gb/a, about a quarter of consumption, it can be no surprise that the reserves are declining.

Reserves reported by companies

Many companies provide reserve data on the Internet, and much useful information can be gleaned from analysing the reports in detail. The data are shown on the following table. It is revealing that Exxon admits that only 30% of its discoveries are booked as Proved, which explains why it attributes only 7% of the increase over the period quoted to “Improved Oil Recovery”. This contrasts with Mobil which recognizes only Proved yet attributes 44% to IOR. Since all these companies have comparable worldwide positions and apply similar technological skills, the wide range in reporting procedure is truly remarkable, and a cause for serious concern.

http://www.

Proved oil/

%

%

%

Proved+Unproved

Revision

IOR

Extension &

Period

Discovery

exxon.com

0,3

48

7

44

87-96

total.com

0,8

23

0

78

91-95

saga.no

0,7

?

?

?

95-97

npd.no

0,8

?

?

?

96

statoil.com/english

only 2P

41

0

59

94-97

shell.com

1

41

20

39

92-96

bp.com

1

13

24

63

93-97

mobil.com

1

22

44

34

92-96

arco.com

1

52

5

43

95-97

bhp.com.au

1

66

0

34

95-97

chevron.com

1

?

?

?

texaco.com

1

?

?

?

amoco.com

1

?

?

?

hydro.com

1

?

?

?

conoco.com

1

?

?

?

elf.fr

?

?

?

?

eia.doe.gov

1

64

0

36

85-96

In the United States, the data show that the reserves, although reported as Proved (which should be with a probability of 90%), are in fact closer to Proved + Probable with only a probability of about 65% of being higher than indicated, which corresponds to the Mode or Most Likely case (see Figure 1). In effect, the DOE/IEA Annual Reports for 1995 and 1996 give the additions to Proved Reserves over the period 1977-1996:

US Proved Reserves of crude oil in Mb

Category

1977-1995

%

1996

1996

1996

Average

Additions

Alaska

48 States

US

Adjustments

209

10%

3

172

175

Revisions increase

2522

116%

69

1654

1723

Revisions decrease

1348

-62%

-60

-926

-986

sub total Adjustments & Revisions

1383

64%

12

900

912

Extensions

508

23%

64

479

543

New Field Discoveries

137

6%

128

115

243

New Reservoirs Discoveries in old fields

139

6%

0

141

141

Sub total Extensions &Discoveries

785

36%

192

735

927

Total= Additions

2168

100%

204

1635

1839

US Proved reserves of gas in Gcf

Category

1986-1996

%

1988

1996

%

Average

Additions

Additions

Adjustments

1984

13%

2193

3785

14%

Revisions increase

20211

136%

23367

17132

64%

Revisions decrease

17162

-115%

38427

13046

49%

sub total Adjustments & Revisions

5033

34%

-12867

7871

29%

Extensions

6287

42%

6803

1451

5%

New Field Discoveries

1335

9%

1638

3990

15%

New Reservoirs Discoveries in old fields

2188

15%

1909

12318

52%

Sub total Extensions & Discoveries

9810

66%

10305

18861

71%

Total= Additions

14843

100%

-2562

26732

100%

US Proved Reserves of Condensate & NGL in Mb

Category

1986-1996

%

1996

%

Average Additions

Additions

Adjustments

138

20%

474

44%

Revisions increase

918

134%

844

78%

Revisions decrease

702

-102%

669

-62%

sub total Adjustments & Revisions

354

52%

649

60%

Extensions

284

41%

451

42%

New Field Discoveries

43

6%

65

6%

New Reservoirs Discoveries in old fields

76

11%

109

10%

sub total Extensions & Discoveries

403

59%

625

58%

Total= Additions

687

100%

1076

100%

For more than twenty years, positive revisions to US oil reserves have exceeded negative revisions by a factor of two, giving an overall increase of 65 % (2522 out of 2522+1348). In addition, there has been an increase of 24% from field extensions; 6% from new reservoirs in old fields ; and only 6% from new discovery. In 1996, Alaska had as much negative revision as positive.

Gas revisions have been on average equally up as down over an eleven year period, due to a 25 Tcf downward revision of Alaskan North Slope gas in 1988. Prudhoe Bay’s gas had apparently been declared as Proved initially but had to be downgraded when a proposed gasline did not materialise. In 1996, there were upward revisions of 8.4 Tcf and downward revisions of 6.7 Tcf, meaning that only 55% of the revisions were positive. It demonstrates that in reality what is classed as Proved in fact has a probability not of 90% but of 54% (20 211 out of 20 211+17 162). In the case of Natural Gas Liquids, the revisions both in 1996 and over eleven preceding years were also only 57% positive (918 out of 918+702).

Grace (9) has commented on the US resources reported by the DOI

Resource

Onshore

Offshore

Total

Onshore

Offshore

Total

liq. Gb

liq. Gb

liq. Gb

gas Tcf

gas Tcf gas Tcf

Cum. production

162

10

172

764

113

877

Reserves

26

3

29

135

28

163

Expected growth

73

4

77

322

39

361

Estimated undiscovered

37

46

83

259

268

527

Ultimate resource

298

63

361

1480

448

1928

% growth/discovered

39%

31%

38%

36%

28%

35%

% Undisc./Ultimate

12%

73%

23%

18%

60%

27%

At current discovery rates, it would take 615 years to find the 83 Gb of liquids and 400 years to find the 527 Tcf, which is hardly plausible even if 11Gb of liquids and 361 Tcf are attributed to what is called “Reserve Growth”. This conclusion has been confirmed by the USGS when it comments “The US consumes 7 Mb/d more than it produces….. Last year in the entire United States less than four days of oil supply was found by new discoveries” (10)

The USGS has adopted a model whereby “field growth” one barrel onshore becomes seven barrels fifty years later. But the MMS has recently concluded that the factor is only 1 : 4 for the offshore.

The Use of the term Proved

Every company whose shares are traded on the American Stock Exchange has to respect its regulations in declaring reserves, but for internal purposes can use better methods of definition. The requirement imposed by the SEC to omit reserves in the Probable and Possible status, means that so-called Proved reserves increase over time as an artifact of reporting, and not from discovery or the application of new technology. It is clearly a very unsatisfactory system that has far outlived its purpose.

There is no consensus on how to define reserves because everyone in practice wants to retain the flexibility to report them in whatever fashion serves his purpose. In particular, American consultants, such as Scott Hickman (11), prefer to retain the “determinist” approach whereby Proved Reserves, which are supposed to have a 90% probability that the actual number is greater than quoted, in reality have a probability of around 65%. They themselves have a very limited understanding of modern statistical theory. The term “reasonable certainty”, which is used to define Proved status, can mean anything with a probability of between 50% and 90%, and twenty years of US experience shows in fact that it has a probability of about 65%.That US “proved” oil reserve addition were split 65% (and gas and gas liquids 55%) increase and 35% decrease, demonstrates that the Proved status does not in reality have a 90% probability.

Outside the United States, most companies prefer the probabilistic method, using P90, P50 and P10 values to generate a mean or expected value. Also, the US government agencies, which are not bound by SEC regulations, avoid reference to Proved Reserves.

It is important to note that the sum of proved reserves of individual fields does not correspond to the proved reserves of a country or basin. It is also worth pointing out that quoting reserves to six significant numbers as is commonly done is misleading when the reserve estimates themselves rarely have an accuracy of better than ten percent and two significant numbers are enough.

In short, what is termed Proved for reporting purposes is close to Proved + Probable in a technical sense.

Examples of Reserve Revision by Field

North Sea

A 1998 study by the Department of Trade & Industry (1998) on UK oilfields shows both positive and negative revisions over the period 1986-1996 as given in the following table. The corresponding revisions as based on SPE/WPC guidelines is given in parenthesis.

Reserves

No. of fields

Positive Revision

No Revision

Negative Revision

3P >10 Mboe

144

70 (14)

7

72

2P>10 Mboe

86

46 (40)

5

35 (40)

P>10 Mboe

58

44

4

10 (5)

2P>50 Mboe

66

33 (31)

4

29 (31)

A number of observations may be made:

The low number of Proved (P) estimates shows that the US system is not applied in the North Sea;

The Proved + Probable + Possible (3P) estimates are too low, having been exceeded 70 times rather than the 14 times indicated by definition

The Proved (P) estimates are too high, having failed 10 times rather than 5 as indicated by definition

The Proved + Probable (2P) estimates are close to a 50% probability especially in the case of the larger fields (>50 Mboe)

Another study by BP (12) shows that there have been as many positive as negative revisions, and that the simple fields tend to be underestimated whereas the more complex ones are overestimated. A Statoil study (13) shows that the revision of Norwegian fields have been more or less random.

The case of the Forties Field is illustrated in Figures 8a and 8b, based on BP’s data. Figure 8a shows the growth of cumulative production and published reserves. It is evident that the 1986 reserve estimate was too close to Cumulative Production and was due for upward revision, irrespective of the construction of a fifth platform and the application of gas lift in 1987.. Figure 8b shows annual production as a function of Cumulative Production with a straight decline trend demonstrating that the additional platform and gas lift temporarily increased production without affecting the reserves. It is a compelling argument against the widely promoted view that technology increases reserves.

Two billion barrels of reserves were reported in 1986 when it was already evident that they should be 2.7 Gb. (They were still understated in 1995 at 2.5 Gb).

Figure 8a Forties Field: Growth of Cumulative Production and Reserves

Figure 8b Forties Field: Annual Production versus Cumulative Production

The United States

The production data given by the Oil & Gas Journal (last January issue) for the major US oilfields (>100 Mb) since 1960 may be used to estimate ultimate recovery and to compare that with the reported reserves. These 300 fields represent less than one percent of all fields but contain 66% of the total reserves. Figure 9 shows the growth of reserves as a function of discovery date, and presents a beautiful example of a historical creaming curve (a form of logistic curve) interrupted only by the late opening of Alaska. The standard creaming curve displays the cumulative discoveries versus cumulative New Field Wildcats (when available) and usually is hyperbolic.

Figure 9 USA : Cumulative Discovery by Year (major oilfields)

Figure 10 shows the evolution of 200 fields, on which there are continuous data, for the period 1960-1998. Cumulative production and reserves grew regularly save for an interruption in 1975, when the first oil shock caused a sudden increase in reported reserves. The percentage of remaining reserves to cumulative production shows that the United States will have depleted its reserves by around 2020 unless new provinces are found.

Figure 10 Evolution of US major oilfields

East Texas Field

Decline curves for East Texas and Wilmington, the two largest fields in the United States, are illustrated in Figures 11 and 12. The East Texas field with a 380 API at a depth of about 1100 m was found in 1930. Its reserves were estimated at 6 Gb in 1970, even though Cumulative Production was then close to 4 Gb. Its reserves were revised downwards to 5.4 Gb in 1992. Figure 11a shows Cumulative Production and ultimate recovery since 1970. Figure 11b shows annual production as a function of Cumulative Production with two very clear decline trends. The first was at 5%/a lasting until 1993, and the second from that date onwards is at 10%/a despite the possiblity of applying modern technology. Figure 11c shows the number of wells, which have declined regularly since 1960, together with daily production per well which has also declined regularly since 1975. It also shows the Reserve to Production Ratio which was high prior to 1992 but now stands at about five years, close to the US average. An extrapolation of the number of wells and production per well over the next twenty years indicates that there is about 110 Mb yet-to-produce, which is consistent with the decline curve and the Oil & Gas Journal data

Figure 11a East Texas Field: Cumulative Reserves and Production

Figure 11b East Texas Field : Annual Production versus Cumulative Production

Figure 11c East Texas Field : Number of wells, daily production

Wilmington Field

The Wilmington Field was found in the Los Angeles Basin in 1932. It contains oil ranging in gravity from 120API to 340API at a depth of 600 – 1200m and has an estimated 8.8 Gb of oil-in-place. Figure 12a shows that the reserves had increased regularly to 2.8 Gb by 1985. Figure 12b shows a constant decline rate since 1970 also pointing to an Ultimate of 2.8 Gb. This decline rate has been constant despite the application of various new approaches, including water injection and unitization in 1960; steam injection from 1980 and horizontal drilling since 1993. (The extraction of oil has led to a surface subsidence of as much as 8 m by 1969). Enhanced recovery techniques have been tried for forty years without much success, and a current project sponsored by the Department of Energy has the objective of extracting no more than 28 Mb (0.3% of the Oil-in-Place). It is a sanguine commentary on the contribution that EOR can make to world supply.

Figure 12a: Wilmington Field: Cumulative Reserves and Production

Figure 12b: Wilmington Field: Annual Production versus Cumulative Production

Figure 12c shows an extrapolation of the number of wells and productivity per well over twenty years, pointing to the extraction of 230 Mb, close the Oil & Gas Journal estimate of remaining reserves at 290 Mb.

Figure 12c: Wilmington Field: Number of wells, daily production

We have studied a number of other large fields in several different basins. Their combined Cumulative Production is 13.7 Gb, their reported Ultimate is 14.3 Gb and their Ultimate based on decline analysis is 14.7 Gb. It suggests that the Oil & Gas numbers are 0.35 Gb too low, that is to say, 2.5% for the Ultimate and 50% for the remaining reserves. This 2.5% confounds the Department of Energy’s estimate that a 38% addition will come from so-called reserve growth for the country as a whole. The two heavy oil fields, which should be treated as non-conventional, are Midway-Sunset with 2.8 Gb of 180 API oil and Kern River with 2 Gb of 13o API oil and do not indicate decline rates capable of extrapolation. They have accordingly have been ignored. New technology may prove effective for such non-conventional fields.

The World outside North America

Petroconsultants’ records for 1993-1997

The Petroconsultants’ database is a dynamic one, subject to continuous revision as more information come in. It is accordingly difficult to make comparisons over time without accessing the historic backup files. Instead, we may consult our two reports, based on 1993 and 1997 data (15) for a number of petroleum systems. The comparison over this four-year interval is mainly straightforward, although a few fields have changed their names or have been removed as unconfirmed discoveries.

The number of variations and the volumes involved are given in the following table

Oilfields in Petroleum Systems: variations from 1993 to 1997

Petroleum System

No. of fields

number of changes

Reserves change Mb

(+)

0

(-)

(+)

(-)

Niger delta

583

86

399

98

3299

2071

Arabo-Iranian

444

116

247

81

53063

43473

North Sea grabens

399

98

211

90

6029

2190

Sirte

223

23

174

26

4687

1317

Timan-Pechora

141

10

123

8

69

239

Paris

75

8

40

27

3

17

Saharian Triassic

70

14

51

5

696

265

Gippsland

35

9

23

3

200

10

total

1970

364

1268

338

68046

49582

% No. of fields

100%

18%

64%

17%

% change in reserves

58%

42%

Giants

347

105

176

66

68398

65851

% No. of fields

100%

30%

51%

19%

% change in reserves

51%

49%

Out of a total of almost 2000 fields, the 18% with positive revisions were almost exactly matched by 17% with negative revisions, but in terms of reserves there was a wider range with 58% up and 42% down. In regard to the giant fields (>500 Mb) the number with positive revisions is 30% compared with 19% for those with negative revisions, but the change in reserve volume is barely changed (51% up, 49% down)

It is interesting to note that the Niger Delta exhibits variations that are much influenced by the status of production. Most of the positive revisions both for number and volume apply to fields in production, whereas most of the negative revisions apply to discoveries awaiting development.

Changes in Niger delta from 1993 to 1997 versus production status

Production

Number

97-93

Change

no Change

Status

of fields

Mb

reserves %

No.

nb %

category

Producing

225

1416

115%

95

24%

42%

Developing

19

148

12%

11

3%

58%

Discovery

339

-335

-27%

293

73%

86%

Total

583

1228

100%

399

100%

68%

Comparison of 1986 Mobil and 1996 Petroconsultants reports

Roadifer of Mobil published in 1987 a list of giant fields as of the end of the preceding year, giving reserves and oil-in-place. Figure 13 compares this data set with that furnished by Petroconsultants in 1996 in respect of the oil-in-place for 148 fields and the reserves for 245 fields. There is a wide range: reserves show a 19% increase whereas oil-in-place shows a 4% decrease. It shows that oil-in-place is not well known, confirming that the concept of recovery factor has little practical meaning.

Figure 13 1986 and 1996 data compared

Reserves in relation to the status of production

As shown in the following table, as many as 44% of reported discoveries that are not yet in production, which is a surprisingly high number. But in terms of reserves the amount reduces to 8% for oil and 19% for gas, suggesting that it is mainly small fields that are not yet in production.

World outside North America: Production status

Producing

In Development

Discovery

Total

Number of fields

8900

745

7520

17165

% number

52%

4%

44%

100%

Oil reserves Gb

1251

83

115

1449

% oil reserves

86%

6%

8%

100%

Gas reserves Tcf

4035

724

1117

5876

%gas reserves

69%

12%

19%

100%

Synthesis

There are as many negative as positive revisions but globally the revision of reserves has been positive, by about 0.5% per year for oil (less for giant fields) and 2% for gas. But the number of fields awaiting development, which are presumably mainly small, may well reduce these numbers.

Comparison between reserves reported by Petroconsultants and those based on decline analysis

The production data in the Petroconsultants database is sufficient to allow the analysis of decline curves on a sample of large fields (>100 Mb). The results are given below. The greatest variation is in Russia, confirming the statements by Khalimov that the official reserves were exaggerated under the Soviet classification which ignored technological and economic factors. The decline curve for the Swing Producers of the Middle East has to be viewed with caution because these fields were not produced to capacity.

Decline analysis of the 528 fields evaluated showed that the estimated reserves are 80 Gb too high, namely 16% of the Ultimate and 42% of the Remaining Reserves. This is a significant number, remembering that the Yet-to-Find of conventional oil is estimated as less than 200 Gb.

Comparison of Petroconsultants reserve data and decline estimates

No of

Estimated

Decline

Cum.

%.

%

Fields

Reserves

Curve

Prod.

Ultimate

Remaining

Gb

Gb

Gb

Russia85

107

85

70

-20

-58

Iran

14

61

52

33

-16 ?

-34 ?

Venezuela

45

53

47

38

-11

-39

Saudi Arabia

6

35

26

13

-24 ?

-39 ?

Libya

19

28

20

14

-30

-60

Iraq

5

22

18

17

-17 ?

-73 ?

Kuwait

4

21

4

3

-81 ?

-94 ?

Nigeria

57

17

15

10

-8

-21

Mexico

36

14

12

10

-16

-49

Algeria

13

13

15

8

11

32

U.K.

23

13

13

11

4

31

Indonesia

30

12

13

11

7

50

Other <10Gb

191

83

81

60

-2

-8

Total

528

478

401

298

-16

-42

Comparison of USGS estimates since 1981

In 1997, the USGS published two contradictory documents on the Internet (16). One recognizes the 1994 study by Masters, the other the successor study by Ahlbrandt for 1997. As much as 200 Gb has disappeared from the world numbers in the latter study.

USGS Report

145-97

145-97

145-97

145-97

97-463

Ref. Date

1/01/81

1/01/85

1/01/90

1/01/93

1995-6

oil Gb

oil Gb

oil Gb

oil Gb

oil Gb

Cum. production.

445

524

629

699

Discovered

724

795

1053

1103

Total discovered

1169

1319

1682

1802

1608

Undiscovered

550

425

489

471

?

Total

1719

1744

2171

2273

?

Difference on total oil discovered

-194 Gb

USGS Rreport

145-97

145-97

145-97

97-463

97-463

Ref Date

1/01/85

1/01/90

1/01/93

1995-96

1995-96

gas Gboe

gas Gboe

gas Gboe

gas Gboe

NGL Gb

Cum. production

196

266

292

Discovered

651

750

856

Total discovered

847

1016

1148

1126

109

Undiscovered

700

736

780

?

?

Total

1547

1752

1928

?

?

Difference on total gas discovered

-22 Gboe

The USGS World Energy Programme, directed by Tom Ahlbrandt in Denver, is an ambitious project to evaluate world resources on the basis of petroleum systems as identified by a group of oil companies (17) and government agencies who plan to have quaterly meetings in 1998. The plan to use the databases of Petroconsultants and Dwights and choose a standard methodology. This is the same approach already followed by Petroconsultants in its Strategic Assessment Series of Reports.

Future Production

The world’s endowment of oil comprises at any particular date the Cumulative Production, the Reserves and the Yet-to-Find, adding up to the Ultimate Recovery. The Yet-to-Produce is the sum of the Reserves and the Yet-to-Find.

M.King Hubbert of the USGS predicted in 1957 that peak production would come at the midpoint of depletion and that the production curve would be symmetrical. He was much derided at the time because individual fields tend to have an asymmetrical depletion, skewed to the left. But Hubbert’s views were amply vindicated when production in the US-48 peaked in 1970, following a symmetrical curve. The explanation for the symmetry is provided by a law of statistics “The Central Limit Theorem” which states that the sum of many asymmetrical distributions becomes symmetrical. Furthermore, discovery is cyclical and production mirrors discovery after a time-lag.

A single Hubbert curve applies well in countries having a large population of fields and basins, but in other cases it is better to model discovery and production with multiple curves, each reflecting different cycles (Laherrère 1996). Al-Jarri & Startzman have modeled the world prouction by country with Hubbert curves and found an Ultimate of 1760 Gb.

1976 US Forecast

The United States shows a single cycle with respect to the Lower 48 States and a subsidiary cycle for Alaska. In 1976, Hartnett published a forecast of oil and gas production for the United States anticipating cycles for Alaska and the proceeds of Enhanced Oil Recovery. There was a belief then, as now, that new technologies, such as 3D seismic and steam injection would have a great impact. Figure 14 demonstrates that the hopes for EOR failed to materialize.

Figure 14 1976 Forecasts for EOR

The 1976 forecast (Figure 15) for gas assumed a contribution from Alaska that was not realised. Thus, the limited success of technological stimulation failed to compensate for the loss of Alaskan gas. It is much more difficult to forecast gas production than is the case for oil. Technology can have an important impact on non-conventional gas, despite the disappointing results of application to conventional types.

Figure 15 1976 Gas Forecasts not realised

Moody and Halbouty, two well known oilmen, presented forecasts of oil production and population at the World Petroleum Congress of 1979, as shown in Figure 16. They anticipated a production peak of 38 Gb/a in 1990 which was reasonable in resource terms, save that it failed to take into account the effects of the oil shocks of the 1970s which cut demand, such that 1979 production was not surpassed for fifteen years. So far as their population forecast is concerned, they assume exponential growth, which has not been experienced since.

Figure 16 1979 Forecasts of oil and population

The Halbouty-Moody forecasts are superimposed in Figure 17 on the discovery and production trends. The forecast of cumulative discovery is placed within the maxi- and mini- curves. The reality is that the 1965-74 estimates were too low, whereas the subsequent ones were valid but closer to the low end of the range of uncertainty. The curve of Cumulative Production is too high because the impact of the oil shocks was under-estimated.

Figure 17 1979 Forecasts of discovery and production

Comparison of IEA and DOE forecasts

The International Energy Agency (IEA) submitted a report to the G8 Ministers on March 31st 1998 showing a peak in oil production by around 2010. By contrast, the DOE forecast reaches a similar level by 2010 but continues to grow thereafter (Figure 18). Even more striking is the difference in the estimates for the non-swing producers (world outside the Persian Gulf) which peak in 2000 according to the IEA and in 2020 according to the DOE.

Figure 18 IEA and DOE Forecasts

The IEA forecasts a shortfall of 17 Mb/d by 2020, which it euphemistically suggests will be made up by “unidentified unconventional”. Considering that most heavy oils and tarsands lie at or close to the surface, it is indeed unrealistic to assume that more deposits remain to be identified.

Figure 19 shows the extrapolation of the IEA and DOE forecasts to depletion using Hubbert curves (18) . The DOE forecast implies a minimum Ultimate of 4700 Gb, which is a number far in excess of all known conventional and non-conventional reserves (19), and is absolutely implausible. The IEA forecast implies an Ultimate of 2700 Gb.

Figure 19 Ultimates needed for IEA & DOE/EIA forecasts

A recent study published by the Petroleum Economist (20) gives the following estimates

Gb

low

mean

high

Conventional oil

1700

1800

2200

Conventional gas liquids

200

250

400

Non-conventional liquids

300

700

1000

Total

2300

2750

4000

Population

It is obvious that world oil production will affect and be affected by population levels, and it is accordingly instructive to consider population in relation to oil.

In 1988 Bourgeois-Pichat (21) modelled the growth of world population with the help of two symmetrical curves (similar to Hubbert curves). The first referred to industrial countries with a fertility rate of 1.7, which is below the replacement level of 2.1, and it peaked around 2010. The second related to developing countries where the fall in fertility is delayed. In Figure 20 we have added a third curve for a notional basic simple population, such as represented to-day by for example the descendants of the once glorious Maya civilization. Also shown is the recent UN forecast (February 1998).

Figure 20: World population model and UN scenarios

UN forecasts for the next fifty years have consistently reduced since 1990 the estimated size and date of peak. World population growth as a percentage of total propulation peaked in 1964 at 2.1%/a and is now down to 1.4%/a ; and in absolute terms peaked in 1990 at 90 million.

Date of Forecast

Average forecast for 2025 in millions

1980

8195

1982

8177

1990

8504

1994

8294

1998

7900

Conclusions

The size of the reserves of a field is uncertain, but the range of uncertainty declines as the field is produced. This uncertainty must be expressed by quoting a range of estimates, either stated or implicit. By using a single number without specifying its position in the range, the author can express whatever value meets his purpose.

The regulations of the Securities and Exchange Commission in the United States were designed to protect investors. By rejecting, the Proved and Probable categories, they lead to the understatement of reserves, which accordingly are subject to upward revision over time. The new classification proposed by the SPE/WPC is a compromise that scarcely represents an improvement. The only solution is to persuade the SEC to update its requirements, and discussions to this end are in progress. In reality, lax definition is found attractive to many vested interests. It is of no particular consequence for normal financial reporting, but is a serious obstacle to studies of future production.

The apparent “field growth” is an artifact of reporting due to the unsatisfactory procedures, and is not due to technological advances as is often claimed.

Internally, most companies do use probabilistic methods in economic studies, although the correct theoretical procedures are not always applied. To be statistically correct, it is necessary to use the mean or “expected value”. Reported reserves of countries range over a factor of one to three, and are often quoted with a precision that masks their true uncertainty, which is in the order of 10%. US reserve estimates already include provision for the impact of technological advances save in the case of non-conventional resources.

Estimates of Proved + Probable reserves of oil show as many positive as negative reserve revisions, but overall there has been a slight upward revision of initial reserves of about 0.5% per year, but less in the case of giant fields. It is mainly due to the over-estimation of small and difficult fields (fear to be rejected) and the under-estimation of the large and simple fields (fear to appear too optimistic). The increase in reserves of about 5% over ten years has to be offset against the inclusion of numerous discoveries (44% of the fields by number and 8% by reserves) that fail to be developed because they are marginal or unsubstantiated. A comparison between reported reserves and the evidence of decline curve analysis shows that reserves are overstated, especially in the FSU.

Estimates of Ultimate recovery are of little interest except when used as a basis for forecasting production. The estimates of oil production by the DOE and the IEA differ significantly. The DOE estimate is unrealistic, implying an ultimate far in excess of both conventional and non-conventional reserves, foreseeable under any remotely plausible scenario.

World liquid production is likely to peak at latest around 2015-2020, whereas world population is likely to peak around 2040-2050. The alarmist forecasts of a population explosion are unlikely to be realised, and accordingly the tensions associated with peak oil will be less severe than would have otherwise been the case. Mankind will always adapt itself to Nature, both having their limits.

Petroconsultants is thanked for permission to use their confidential database.

Dr C.J.Campbell assisted with the translation.

Sources of Data

US : Fields>100 Mb: O&GJ Forecast Review each January 1960-1998

US Federal: USDOI/MMS: Internet

Country and World: O&GJ each December 1960-1997

WO (World Oil) each August 1960-1997

USDOE/EIA (Energy Information Agency): Internet reports

Norway: NPD Internet

Companies: Internet annual reports

World: IEA (International Energy Agency) Internet

World outside N.America Petroconsultants database (18 000 fields) 1993-1997

References:

Bourdaire J.M., R.J.Byramjee & R.Pattinson, 1985,” Reserve assessment under uncertainty -a new approach”; Oil & Gas Journal June 10, 135-140

C.J.Campbell C.J.& J Laherrère, 1995.”The world’s oil supply -1930-2050″; Petroconsultants Report 650p, CD-ROM

Capen E.C. ,1996, “A consistent probabilistic approach”; SPE Reservoir Eng. Feb. 1/1

Cadwell R.H.& D.I.Heather, 1996; “Why our reserves definitions don’t work anymore”; SPE Reservoir Engineering, Feb. 1/1

DTI – J.M.Thomas, 1998, “Estimation of ultimate recovery for UK oil fields: the results of the DTI questionnaire and a historical analysis”: Petroleum Geoscience v 4.157-163

Dromgoole P. & R.Speers, 1997, “Geoscore: a method for quantifying uncertainty in field reserve estimates”; Petroleum Geoscience v3/11-12

Grace J.D. 1998,” US resources estimates give insights to key oil, gas plays”; Oil & Gas Journ. Mar 31

Greenpeace: http://www.greenpeace.org.uk/atlantic/library/oil/

Hartnett J.P. 1976, “Alternative energy sources”; Academic Press 35p

Hermanrud C., K.Abrahamsen, J.Vollset, S.Nordahl & C.Jourdan, 1996, “Evaluation of undrilled prospects-sensitivity to economic and geological factors”; in Spencer A.M. (Ed) Quantification and prediction of petroleum resources; NPF Special Publications 6 325-337

IEA (International Energy Agency), 1998, “World energy prospects to 2020”; prepared for the G8 Energy Ministers’ meeting Moscow 31 March, Internet (iea.gov)

Khalimov E.M., 1993, “Classification of oil reserves and resources in the Former Soviet Union” AAPG 77/9 Sept p.1636

Laherrère, J.H. A.Perrodon, and G.Demaison, 1994,” Undiscovered Petroleum Potential”; Petroconsultants Report 383p March

Laherrère J.H., 1994, “Réserves mondiales de pétrole: quel chiffre croire?”; Bulletin d’Informations Pétroliéres n 7727, 7728, 7729 – 13p – 22, 23, 24 Novembre

Laherrère J.H., A.Perrodon, and C.J.Campbell, 1996, “The world’s gas potential” Petroconsultants Report July, 200p, CD-ROM

Laherrère J.H., 1997, “Evolution of “development lag” and “development ratio” IEA Oil reserves conference Paris Nov 11

Laherrère J.H., 1997, “Distribution and evolution of recovery factor”; IEA Oil reserves conference Paris Nov 11

Laherrère J.H., 1997, “Production decline and peak reveal true reserve figures”; World Oil, Dec. 77-80

Laherrère J.H., 1997, “Future sources of crude oil supply and quality considerations”; DRI/McGraw-Hill/IFP Conference Oil markets over the next two decades: surplus or shortage? June 12, , 10p 20 fig

Laherrère, A.Perrodon, 1997, “Technologie et réserves”; Pétrole et Techniques 406- Jan-Fév 11-28

Laherrère J.H., 1998, “Development ratio evolves as true measures of exploitation;” World Oil Feb 1998 117-120

Masters C.D., E.D.Attanasi & D.Root, 1994, “World petroleum assessment and analysis”; Proc. 14th World Petroleum Congress, 2 529-542, Stavanger Norway, John Wiley

Moody J.D, Halbouty, 1979, “World’s ultimate reserves of crude oil”; WPC

Perrodon A., J.H. Laherrère and C.J.Campbell, 1998, “The world’s non-conventional oil and gas”; Petroleum Economist March report 113p.

Roadifer, 1987, “Size distributions of the World’s largest known oil and tar accumulations”; AAPG Studies in Geology No.25, 3-23

Ross J., 1998, “Non standard reserves estimates lead to resource underestimation”; Oil & Gas Journ. Mar 2

Tobin J.C. 1996, “Virtual reserves- and other measures designed to confuse the investing public”; SPE Reservoir Engineering Feb. v 11 n 1

USDOE/EIA (Energy Information Agency),1992, “Geologic distributions of US oil and gas”; Report-0557

USDOE/EIA, 1998, “International Energy Outlook”; April Internet

USDOI MMS (Minerals Management Services) 1995, “Summary of the 1995 Assessment of Conventionally Recoverable Hydrocarbon Resources of the Gulf of Mexico and Atlantic Outer Continental Shelf”;Internet (mms.gov/omm/gomr)

USGS, J.W.Schmoker & T.S.Dyman, 1997, “Changing perceptions of World oil and gas resources as shown by recent USGS petroleum assessments”; Fact sheet-145-97 (oct 97)

USGS T.R.Klett, T.S.Ahlbrandt, J.W.Schmoker & G.L.Dolton, 1997, “Ranking of the world’s oil and gas provinces by known petroleum volumes”; Internet Report 97-463

NOTES

(1) Canadian Standing Committee on Reserve Definition

(2) Khalimov AAPG 1993 and WPC Budapest 1979

(3) Ross of Gaffney Cline & Associated 199! who incidentally himslef confuses the P50 and the mode (right only for normal distribution but wrong for any asymmetrical distribution)

(4) Oil & Gas Journal of June 10, 1985

(5) Oil & Gas Journal of August 13, 1990

(6) Bourdaire 1985 (estimate OIP from distribution of area, pay, porosity, water saturation, volume factor): mini= 95%, mode = most likely (near 65%), maxi= 5%; x= product minis; y= product modes; z= product maxis; m= 1/2 (ln x + ln z); -s2 = 1/2 ( ln x + ln z) -ln y = m-ln y; -Mini OIP = Exp (m-1.65s); -Mode OIP = y ; -Maxi OIP = Exp (m+1.65s); -Standard deviation = 1/3 ( Maxi – Mini); -mean = 1/3 (mini + mode + maxi) = proven + 2/3 probable + 1/3 possible

(7) Capen 1993 : (estimate reserves from distribution of area, pay and recovery per acre-foot): m= 1/2 (ln X90 + ln X10); s2 = ((lnX90 – ln X10)/(2×1.28))2; -m(res) = m(area)+ m(pay) + m(rec); -s2 (res) = s2 (area) + s2 (pay)+ s2 (rec); -Mean reserves = Exp (m+ s2 /2); -Mode = Exp (m+ s2 ); -R10 = Exp (m-1.28s); -R50 = Exp (m); -R90 = Exp (m+1.28s)

(8) Cossé 1993 “Basics of reservoir engineering” Editions Technip

(9) Grace 1998

(10) T.Ahlbrandt USGS Fact sheet FS-007-97 (http://energy.cr.usgs.gov/energy/worldenergy/WEvision.htm)

(11) President of the Society of Petroleum Engineers 1996-1997

(12) Dromgoole 1997

(13) Hermanrud 1996

(14) Montgomery S. AAPG March 1998

(15)see Strategic Assessments series http://www.petroconsultants.com/products/hydro_strat.htm

(16) USGS Fact Sheet 145-97 and USGS Open File Report 97-463 (http://energy.cr.usgs.gov/energy/worldenergy/OF97-463/97463.html)

(17) Exxon, Amoco, Mobil, Conoco, Phillips, Oryx, Shell, Petroconsultants, DOE/EIA

(18) Starztman of the University of Texas A&M

(19) Oil shales are to be excluded, being neither shale nor oil but immature hydrocarbon source rocks that have to be retorted to give up hydrocarbons. They have more in common with coal, which can be also used to produce liquid hydrocarbons, than oil

(20) Perrodon A., J.H.Laherrere & C.J.Campbell 1998 “The world’s non-conventional oil and gas”

(21) Former director of INED Institut National des Etudes Demographiques