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Amplified Geochemical Imaging SM m Finding Petroleum Feb 15, 2011 © Copyright 2011 W. L. Gore & Associates www.gore.com/surveys Gore® Amplified Geochemical Imaging SM - The advanced tool for derisking HC exploration FINDING PETROLEUM, Feb 15, 2011 Presented by Dirk Hellwig, W.L. Gore & Associates

Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

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Page 1: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Gore® Amplified Geochemical ImagingSM -

The advanced tool for derisking HC exploration

FINDING PETROLEUM, Feb 15, 2011

Presented by

Dirk Hellwig, W.L. Gore & Associates

Page 2: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Today´s Menu

Innovation Runs through everything we do, Gore Enterprise & Surveys

Amplified Geochemical ImagingEarth´s Fractionation ProcessAGI How it worksThe advanced tool

Case studies

Track Record & Wrap-up

Page 3: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Innovation Runs Through Everything We Do

Established in 1958, Privately held~ $2.5 billion annual sales9,000+ associatesRecognized as a Best Company to Work For50 offices worldwideDedication to R&D

Medical Products

Electronic Products

Industrial Products

Fabrics

Page 4: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Gore Survey Products Group, Global resources & locations

Location Resources

Elkton, MD, USA Manufacturing, Lab, Interp., Sales, Leadership

Munich, Germany Interp., Sales, Sales Admin.

Page 5: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

GORE Amplified Geochemical Imaging service is:- a surface based- passive- geochemical method- Direct Hydrocarbon Indicator

It measures and maps- HC compounds from the soil gas in the sub part per billion range

It uses- Gore´s unique and highly sensitive passive diffusion module- advanced mathematical and statistical techniques to identifyand analyze the microseepage signal

It creates- a comprehensive geochemical dataset that can beinterpreted with various techniques (incl. AGI modelling)

Page 6: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Benefit of AGI to yourExploration Program

15.0

20.0

25.0

30.0

35.0

40.0

45.0

50.0

55.0

60.0

65.0

70.0

75.0

80.0

85.0

90.0

95.0

Probability%

OIL Well

DRY Well

Frontier Acreage is my concessionprospective (evidence of a petroleum system)?

Assess charge potential in defined leads tohelp reduce drilling risks

Field development to find field extents and/orbypassed pay

Onshore & Offshore Capability

Frontier Acreage is my concessionprospective (evidence of a petroleum system)?

Assess charge potential in defined leads tohelp reduce drilling risks

Field development to find field extents and/orbypassed pay

Onshore & Offshore Capability

Page 7: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Hydrocarbons from reservoir

Background hydrocarbons

Hydrocarbons along faults

Vertical Migration

The Earth´s Fractionation Process

Macroseepage:Detectable in visible amountsPathway follows discontinuitiesOffset from source/reservoir

Microseepage:Detectable in analytical amounts

Pathway is nearly verticalOverlie source/reservoir

VS

Page 8: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Four possible mechanisms:1) Diffusion - gradient movement of dissolved gases2) Aqueous transport - movement in ascending water3) Continuous gas phase flow

Favoured mechanism:4) Microbuoyancy - transport in buoyant microbubbles

Direct surface projection of reservoirsMigration in the absence of faultsRapid changes in surface anomalies as production starts

Vertical

Migration

Mechanisms

Klusman, R.W., and M.A. Saeed, 1996, Comparison of light hydrocarbon microseepage mechanisms, in D. Schumacher

and M.A. Abrams, eds., Hydrocarbon migration and its near-surface expression: AAPG Memoir 66, pp. 157-168.

Brown, A., 2000, Evaluation of possible gas microseepage mechanisms, AAPG Bulletin, pp. 1775-1789.

Vertical Migration - Microseepage

The Earth´s Fractionation Process

Page 9: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Before Charge - July After Charge - October

DuringDraw down - January

AfterDraw down - April

CST Oil & GasExeter Oil & Gas

Hydrocarbon Seepage Response SpeedKeota Dome Iowa 700 m

The Earth´s Fractionation Process

Page 10: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Gore Sampler (Module)

Patented, passive, sorbent-basedChemically-inert, waterproof, vapor permeableDirect detection of organic compoundsSample integrity protected

Engineered sorbentsConsistent sampling mediumMinimal water vapor uptake

Time-integrated samplingMinimize near-surface variabilityMaximize sensitivity (up to C20)Avoids variables inherent ininstantaneous sampling

Duplicate samples

Amplified Geochemical Imaging - How it works

GORETM

vaporpermeablemembranecasing

Adsorbent

Page 11: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Module installation & retrieval

Amplified Geochemical Imaging - How it works

Secure module, mark fieldlocation, record GPS data andfield notes

Create installation hole

Insert module intohole & cover

Onshore

Page 12: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Slick sampling and analysis to validate petroleum systems

Macroseep & seabed feature targeting to validate petroleum system

Transition zone (0-40 meters) mapping of direct hydrocarbons for prospectranking

Shallow (40 m) to Deep water (3000 m) coring & mapping of directhydrocarbons for prospect ranking

Site Survey Sampling. Collecting seabed samples while geotech/env sitesurveying

Offshore Application

Amplified Geochemical Imaging - How it works

Page 13: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Offshore Application

Amplified Geochemical Imaging - How it works

Place insertionrod in module

Slick sampling and analysis to validate petroleum systems

Page 14: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Shallow (40 m) to Deep water (3000 m) coring & mapping of directhydrocarbons for prospect ranking

Offshore Application

Amplified Geochemical Imaging - How it works

Collection of shallow seabed coresGravity coring / vibrocoringPenetrating 3 - 5 meters

Grid sampling over defined prospectsMultiple data points

Modeling of charged fields, when possible

Applicable anywhere a core sample can be taken

Page 15: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Tools of trade

Boat Gravity Corer Vibrocorer

Core Extraction Sub-cropping

Sample Jar + Module

Amplified Geochemical Imaging - How it works

Offshore Application

Page 16: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Amplified Geochemical Imaging - How it works

Survey Design Regular toIrregular grid

Sample distance200 m to 1.5 km

Page 17: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Yields sensitive, compound specific results

Analytical compound standards

87+ compounds C2 through C20

Aliphatics

Aromatics

Oxygenated compounds

TD/GC/MS Module Analysis

Amplified Geochemical Imaging - How it works

Page 18: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Amplified Geochemical Imaging - How it works

Normal Alkane: 17 Iso-alkane: 11 Cyclic Alkane: 15 Aromatic and PAH: 17Ethane (2) 2-Methylbutane (5) Cyclopentane (5) Benzene (6)

Propane (3) 2-Methylpentane (6) Methylcyclopentane (6) Toluene (7)Butane (4) 3-Methylpentane (6) Cyclohexane (6) Ethylbenzene (8)Pentane (5) 2,4-Dimethylpentane (7) cis-1,3-Dimethylcyclopentane (7) m,p-Xylenes (8)Hexane (6) 2-Methylhexane (7) trans-1,3-Dimethylcyclopentane (7) o-Xylene (8)Heptane (7) 3-Methylhexane (7) trans-1,2-Dimethylcyclopentane (7) Propylbenzene (9)Octane (8) 2,5-Dimethylhexane (8) Methylcyclohexane (7) 1-Ethyl-2/3-methylbenzene (9)Nonane (9) 3-Methylheptane (8) Cycloheptane (7) 1,3,5-Trimethylbenzene (9)Decane (10) 2,6-Dimethylheptane (9) cis-1,3/1,4-Dimethylcyclohexane (8) 1-Ethyl-4-methylbenzene (9)

Undecane (11) Pristane (19) cis-1,2-Dimethylcyclohexane (8) 1,2,4-Trimethylbenzene (9)Dodecane (12) Phytane (20) trans-1,3/1,4-Dimethylcyclohexane (8) Indane (9)Tridecane (13) trans-1,2-Dimethylcyclohexane (8) Indene (9)

Tetradecane (14) Ethylcyclohexane (8) Butylbenzene (10)Pentadecane (15) Cyclooctane (8) 1,2,4,5-Tetramethylbenzene (10)Hexadecane (16) Propylcyclohexane (9) Naphthalene (10)Heptadecane (17) 2-Methylnaphthalene (11)Octadecane (18) Acenaphthylene (12)

Alkene: 10 Alteration/Byproduct: 3 Biogenic: 4 NSO: 5Ethene (2) Octanal (8) alpha-Pinene Furan

Propene (3) Nonanal (9) beta-Pinene 2-Methylfuran1-Butene (4) Decanal (10) Camphor Carbon Disulfide1-Pentene (5) Caryophyllene Benzofuran1-Hexene (6) Benzothiazole1-Heptene (7) Carbonyl Sulfide (ng)1-Octene (8) Dimethylsulfide (ng)1-Nonene (9) Dimethyldisulfide (ng)1-Decene (10)

1-Undecene (11)

Target Analytical List for GORE™ Survey for Exploration

Typical Petroleum ConstituentsCarbon number in ( )

Byproduct and Alteration CompoundsIncluded in this method to provide a comprehensive inventory of the geochemical system in the surface soil zone

Page 19: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Amplified Geochemical Imaging - How it works

Data Interpretation

> conditions the data to enhance signal/noise and uses multivariate statistical techniques

to distinguish differences in hydrocarbon signatures

Page 20: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

FIELDINSTRUMENT BLANKINVENTORY BLANKMETHOD BLANKTRIP BLANK

TYPE 1

CANONICAL Score 2

CA

NO

NIC

AL

Scor

e 1

Analytical QA/QC blanks

Calibration & tuning standards

Industry standard instrumentation

Clean facility standards & practices

Good Laboratory Practices

ISO guidelines

Field Data Distinguished from QA InformationField Data Distinguished from QA Information

Amplified Geochemical Imaging - How it works

Quality Assurance /Quality Control

Canonical Variate Scores

FIELDINSTRUMENT BLANKINVENTORY BLANKMETHOD BLANKTRIP BLANK

TYPE 165951144715

Count

Groups

Page 21: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Oil Well

Signature

300 bopd

41 API

Limited range of compounds commonlyreported by conventional surfacegeochemical techniques.

Limited range of compounds commonlyreported by conventional surfacegeochemical techniques. Oil Well

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than

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Resp

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Geochemical Data Differentiation

Amplified Geochemical Imaging The advanced tool

Page 22: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Dry Well

Signature

Resp

onse

Dry Well

Ethe

ne/E

than

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han

ePr

opan

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Limited range of compounds commonlyreported by conventional surfacegeochemical techniques.

Limited range of compounds commonlyreported by conventional surfacegeochemical techniques.

Geochemical Data Differentiation

Amplified Geochemical Imaging The advanced tool

Page 23: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Gas Well

Signature

99% Methane

Gas Well

Eth

ene/

Eth

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Prop

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Organic Compound

Resp

onse

Limited range of compounds commonlyreported by conventional surfacegeochemical techniques.

Limited range of compounds commonlyreported by conventional surfacegeochemical techniques.

Amplified Geochemical Imaging The advanced tool

Geochemical Data Differentiation

Page 24: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Amplified Geochemical Imaging - How it works

Data Interpretation

> conditions the data to enhance signal/noise and uses multivariate statistical techniques

to distinguish differences in hydrocarbon signatures

Page 25: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Oil Well ModelOil Well ModelGas Well ModelGas Well Model

Dry Well ModelDry Well Model

0

5

10

15

20

Geochemical Model DevelopmentAmplified Geochemical Imaging The advanced tool

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Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Geochemical Model Development

C2 C20

Oil RangeCompounds

GasCondensateRangeCompounds

Background, nocorrelation tocompounds

Example shown: Gas/Condensate Well and Dry well models; No oil discoveries in this area, HCAperformed on Compounds post S/N, HCA clearly detects an oil signature in the data

Cluster Analysis

Identify geochemical similarities in data patternsSoil gas data grouped by clusters

Assumptions/Requirements- Identify & remove noisy variables

- Cluster structure isolatespetroliferous vs background character

- Sufficient cluster membership tosample signal variance

- Clusters have subsurface geochemical meaning

Amplified Geochemical Imaging The advanced tool

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Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Final Report:Objectives, design, & field work

QA/QC summary

Geochemical modeling

Results

Summary & conclusions

Color contour probability maps

Supporting appendices

Available electronically

Interpretation & Integration

Amplified Geochemical Imaging The advanced tool

Page 28: Gore Amplified Geochemical Imagingc187470.r70.cf1.rackcdn.com/gorev2.pdfrTransition zone (0-40 meters) mapping of direct hydrocarbons for prospect ranking rShallow (40 m) to Deep water

Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Amplified Geochemical Imaging

Case histories Onshore

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Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Amplified Geochemical Imaging

Case histories Onshore

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Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Sensitive to a broaderrange of compounds

IDs compound signal inppt

Reports compoundsignal in ppb

Works in virtually anysoil condition

AmplifiedGeochemical

Imaging

C10 C20

Dri

erW

ette

r

Soil Gas

San

ds

Clay

s

Shorter Sampling Longer Sampling

Silt

s

pp

t

Petroleum Compound Universe

Geo

logi

cal U

nive

rse

C5C2 C15C1

pp

bp

pm

Methane can skew interpretation:Methane can skew interpretation:-- it is ubiquitousit is ubiquitous-- biogenicbiogenic > <> < thermogenicthermogenic-- can be misleadingcan be misleading

Amplified Geochemical Imaging The advanced tool

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Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

- More than 600 surveys in O & G EXP

- Gore Surveys for Exploration has been used effectively in over 130 basins /56 countries worldwide

>Through sediment, volcanic cover & thick-evaporite sequences>Structural, stratigraphic, combination & salt traps

- Including all continents, terrains and climate(e.g. desert, jungle, plains, tundra, offshore)

- for more than 150 companies

- with a success rate of + 90%

Track RecordAmplified Geochemical Imaging The advanced tool

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Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Thank you for your Time and Interest

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Amplified Geochemical ImagingSM Finding Petroleum Feb 15, 2011

© Copyright 2011 W. L. Gore & Associateswww.gore.com/surveys

Prediction Rates for Drilling PositiveGeochemical Features

IncorrectPrediction -

False PositiveRate 7%

CorrectPredictionRate 93%

Known no. wells drilled on ourresults 179 [worldwide]

Oil & Gas Discovery WellPrediction

93%

Dry Well Prediction92%

Correct Predictions Total93%

Prediction Rates for Drilling NegativeGeochemical Areas

Inco rrectPrediction -

FalseNegative Rate

8%

CorrectPredictionRate 92%

c

Success Rates