Date post: | 07-Oct-2014 |
Category: |
Documents |
Upload: | ashish-sadaphal |
View: | 193 times |
Download: | 28 times |
solutions to petroleum geological problems
Founded in1987 ENRES International in theNetherlands provides specialised consultancyservices for the petroleum industry.
As oil and gas exploration and production ismoving towards more mature phases,innovative new concepts are needed inpetroleum geology. To meet these challengingand rapidly changing demands put on thetechnical skills of petroleum geologists,ENRES focuses on the development ofinnovative methods, tools and concepts andis committed to R&D, with emphasis onsedimentary geology.
ENRES pioneered research into therelationship of sequence stratigraphicconcepts, cyclostratigraphy andsedimentology, and actively continues withresearch into methods to obtain improvednear-isochronous high-resolutionstratigraphic correlations in support ofthe construction of state-of-the-artexploration models, field development andreservoir characterisation.
An important product of ENRES’research is CycloLog , which is aninnovative, Windows -based softwarepackage that can obtain stratigraphicand sedimentological information fromlog data.
ENRES has been providing its servicesworldwide to the petroleum industry formore than 10 years with success. Theservices are always carried out in closecooperation with clients.
4700
4600
4500
4400
4300
4200
4100
4000
3900
3800
3700
WHERE ARE
THE SEQUENCE
BOUNDARIES ??
WHAT IS CYCLOLOG ?
WHAT CAN CYCLOLOG DO?
GEOLOGICAL INTERPRETATION OF
GEOPHYSICAL LOGS
CycloLog is a Windows -based, interactive,user-friendly mathematical software tool. Itallows the user to characterise distinct partsof geophysical log data in an objective,quantitative and repeatable manner.
CycloLog is a specially designed toolboxfor the geological interpretation ofgeophysical logs. It contains a number oflog transforms that can be used instratigraphic and sedimentary faciesanalysis. Some of these transformsoperate in the depth domain, while otherstransform the data from the depth domainto the depth-wave number domain. Oneof the specific features of CycloLog isthat all transform operations allow acontinuous analysis in depth.
The trend towards more cost-efficienthydrocarbon exploration, fielddevelopment and production requires adetailed and accurate understandingof the geology of the subsurface.ENRES’ approach to this challenge isto provide a tool, CycloLog ,whichallows the geologist to obtain anaccurate overview of the subsurfacethrough a PC-based analysis ofgeophysical logs. In addition, the toolis cost-efficient and user-friendly, andhas operational features to ensure asteep learning curve.Geophysical log data provide an excellentbasis for computer applications forgeological interpretation. Log data meet theessential requirements for effectivesampling such as continuity, resolution andresponse to features of depositionalconditions. Furthermore, the number ofdata points from logs is very large incontrast to fossil abundance data orgeochemical data.
in situ
CycloLog incorporates a number of routinesor tools for the transformation of logs. Theseroutines give the user relevant informationneeded for a whole range of geologicalinterpretations.
CycloLog supports and enhances solutionsin the following fields of geology:
Seismic stratigraphy
Sequence stratigraphy
Cyclostratigraphy
Chronostratigraphy
Lithostratigraphy
Electrofacies / Lithofacies
Sedimentary facies
Petrophysical attributes
EDGE ENHANCEMENT
MEDIAN FILTER
DERIVATIVE
AVERAGE
POROSITY(DENSITY/SONIC)
MILANKOVITCHCYCLICITY MODELLING
(MIMOD)
LOG FREQUENCYSIMULATIONS
(SIMOD)
MULTI-LOGCLUSTER ANALYSIS
2D / 3D CLUSTERCROSS PLOT VIEWS
FORCED LOGCLUSTER ANALYSIS
(FORCING CLUSTER FROMCORED TO NON-CORED WELLS)
MAXIMUM ENTROPYSPECTRAL ANALYSIS
(MESA)
INTEGRATED PREDICTIONERROR FILTER ANALYSIS
(INPEFA)
PREDICTION ERRORFILTER ANALYSIS
(PEFA)
GR-INDEXVSH (in version 2.1)
N/G AND THICKNESS(USING CUTOFF VALUES)
VOLUMETRIC ANALYSIS(IN VERSION 2.1)
MATH STUDIOCOMPLEX MATH
FUNCTIONSe.g TOC calculations from logs
(IN VERSION 2.1)
FALSE COLOURLOG DISPLAY(IN VERSION 2.1)
CROSS CORRELATIONOF LOG PATTERNS AND
PROCESSED LOGPATTERNS
LOG MULTIPLICATION
LOG DIVIDE
LOG ADD
LOG SUBTRACT
LOG LOGARITHMIC
LOG INTEGRAL
LOG EXPONENTIAL
ROOT MEAN SQUARE
STANDARD DEVIATION
PROBABILITY DENSITY
REFLECTIVITY
ACOUSTIC IMPEDANCE
SEISMIC SYNTHETICS
LO
G
FIL
TE
RS
PE
TR
OP
HY
SIC
AL
AT
TR
IBU
TE
S
LO
GS
PE
CT
RA
L
AN
ALY
SIS
LO
G
MO
DE
LL
ING
NO
N-H
IER
AR
CH
ICA
L
CL
US
TE
RA
NA
LY
SIS
LO
G
CO
RR
EL
AT
ION
CO
MP
LE
XM
AT
H
CA
LC
UL
AT
ION
S
BA
SIC
MA
TH
AD
VA
NC
ED
MA
TH
LO
G
STA
TIS
TIC
S
SE
ISM
ICL
OG
CA
LC
UL
AT
ION
S
BASIC TOOLS ADVANCED TOOLS
CYCLOLOG TOOLBOX
The toolbox consists of basic and advanced tools.The basic tools incorporate elements of basicmathematics and statistics. The advanced toolsconsist of more complex mathematics and anumber of time-series analytical algorithms.
The routines can be used in practically unlimitedcombinations as all the transform operations arealways displayed in depth. All the results of thecalculations are displayed on screen and areavailable for immediate geological interpretation.All transformed logs can be exported in ASCIIformat.
The user can assign geological boundaries onscreen together with their labels. All depth dataof the boundaries can be saved in ASCII andimported into any spread sheet for furtherevaluation. Fonts and colours can be changed.
CycloLog has two specially designed analyticalalgorithms:
Spectral transform using MaximumEntropy Spectral Analysis (MESA)
Multi-log cluster analysis to differentiategeophysical lithofacies
One of the unique features of CycloLog is that all computationsare displayed as log transforms in depth.
Log transforms are logs whose pattern has been modified byprocessing, such as math calculations or spectral analysis.
Log transforms operate in the depth domain as well as in thedepth-wave number domain.
CycloLog versionsVersion 2.0R: December 1999Version 2.1B: November 2000Version 2.1R: January 2001
Version 3.0B: May 2001
Tentative program of
CYCLOLOG OBJECTIVES
ME
TH
OD
S/
CO
NC
EP
TS
Stratal Patterns / Zonation Classification Petrophysical Atttributes Depth-Time Conversion Multi-Well Correlation Well-Seismic Integration
Sequence StratigraphyCyclostratigraphy
Sequence StratigraphyCyclostratigraphy
Chronostratigraphy Near-SynchronousStratigraphic Correlation
Framework
Inter-Well Stratigraphic andFacies FrameworkSedimentary Facies
PetrophysicsSedimentary Facies
Electro-Facies
Lithostratigraphy
VISUAL ANALYSISOF LOGS / MANUALASSIGNMENT OFBREAKS ORBOUNDARIES
AUTOMATEDASSIGNMENT OFINTERVALSUSING CLUSTERANALYSIS
ATTRIBUTEGENERATION
CROSSCORRELATIONAND LOGSHIFTING
MILANKOVITCHCYCLICITYMODELLING
GENERATION OFSEISMICSYNTHETICSIN DEPTH
CORRELATION OFWELL DATA TOSEISMICATTRIBUTES
PREDICTION OFELECTROFACIESUSING VELOCITYSURVEYS(incl. Neural network)
ATTRIBUTEANALYSIS
STRATIGRAPHICCLUSTER OF LOGSAUTOMATEDASSIGNMENT OFBREAKS ORBOUNDARIES
INTERACTIVEVISUAL CHECKSAND MANUALDEFINITION OFZONES
VOLUMETRIC CALCULATIONS
Original Logs Cluster Analysis
Forced-ClusterAnalysis
Transformed Logs
Single logs
Overlays of multiplelogs
Shale Volume (V )SH
Porosity
Log Statistics
Net/Gross
Probability Density
Detection ofM-cycles for thePaleozoic, Mesozoicand Tertiary
Estimation of theNet Duration
Estimation of theNet AccumulationRate
Correlation oforiginal logs
Correlation oflog transforms
Calculates acousticimpedance andreflectivity
Generates seismicsynthetics in singleand multi-tracepattern
Single and multiplelogs
Single and multiplelog transforms
2D and 3D clustercross plot diagrams
Imposing a clustermatrix to other wells
Basic log transforms
Spectral transforms oflogs (MESA)
Advanced transformsof logs (PEFA/INPEFA)
MATH STUDIO
FALSE COLOUR DISPLAY
MAXIMUM ENTROPYFFT
HADAMARD-WALSH
WAVELETCONTINUOUS SPECTRAL ANALYSIS
SPECTRAL TRANSFORMSVersion 2.0
Version 2.1
Version 3.0
OBJECTIVES AND USED METHODS /
CONCEPTS
CycloLog was designed primarily forgeologists in support of the need to enhanceand facilitate the geological interpretationof geophysical logs.The design of the program consists thereforeof a number of relevant objectives with whichthe geologist has to deal in interpreting thesubsurface:
Well zonation and characterisation ofstratal patterns.
Petrophysical attributes.
Depth-time conversion
Multi-well correlation
Well-seismic integrationClassification
Recognition of boundaries and depositionaltrends in sequence stratigraphy andcyclostratigraphy. Hierarchical pattern ofboundaries, changes in basin accommodationversus depositional patterns.
Determination of electrofacies units throughlithological log analysis. Inter-active calibrationof the electrofacies units with lithofacies andsedimentary facies from cores. Prediction oflithofacies in non-cored wells by using thecalibrated electrofacies units.
Calculation of petrophysical parameters forgeological interpretations. Porosity patterns forinstance can be plotted against lithofaciesvariability or systems tracts in a sequencestratigraphic framework.
Depth to time conversion is carried out withthe presence of Milankovitch cycles. TheMilankovitch periodicities can be recognisedby a special routine in the program.Subsequently, Net Accumulation Rates per Kaand Net Time Durations of pre-definedintervals can be estimated.
A cross correlation routine is available forthe correlation of original logs andlog transforms.
Seismic synthetics can be generated throughthe calculation of acoustic impedanceand reflectivity. The seismic synthetics aredisplayed in depth and can be correlatedwith lithofacies successions or sequencestratigraphic patterns
Depth positionand GR-log value
at cursor line
Density-neutronoverlay
Mirror imageof GR-log
Sonic logElectrofaciesdisplay with
GR-log outline
INPEFA logtransform, displayingaccommodation vs.
deposition
Assignment ofboundaries coal
poroussand
progradationaltrend
Cursor line
Position ofthe cursor
CYCLOLOG THE USER-FRIENDLY WORKING
PLATFORM FOR PETROLEUM GEOLOGISTS
CycloLog is specially designed for fast andeasy handling of log transform operations. Alloriginal logs and log transforms can be displayednext to each other for an immediate overview andcomparison of the log expressions. Some of theoperational features can be summarised asfollows:
Fast displays of original logsand log transforms
Vertical scale and the horizontalscale of each log can beset and saved by the user
Easy generation and adjustmentof multi-log overlays, e.g forneutron-density combinations
Cursor line extends over thedisplayed logs. Depth position andlog value are displayed.
Boundaries can be drawn on screen.Boundary labels can be defined,modified or deleted. All boundarydepths can be saved in an ASCII file.
All the displayed logs and logtransforms can be edited in an outputmenu and printed.
DerivativeEdge
EnhancementFilter size 3m
AverageFilter
Filter size 3m
MedianFilter
Filter size 3m
WigglerGR
MirrorGR
ORIGINAL LOGS LOG TRANSFORMS
MedianFilter Analysis
AverageFilter Analysis
SMOOTHINGLOG FILTERS
Edge EnhancementFilter Analysis
DerivativeFilter Analysis
ENHANCEMENTLOG FILTERS
Inputoffilte
rw
indow
siz
eLOG FILTERS
Log filters may be used for theenhancement of the pattern of theoriginal logs. Log pattern enhancementmay support the visual correlationof wells.
The smoothing log filters tend to “block”the log patterns, while enhancementlog filters will display the higherfrequency pattern of the log.Log filters are generally used incombination with other log transformoperations.
Density-neutronoverlay
Thorium-Potassiumratio
divide Th by K logs
Acoustic Impedancecurve, divide
RHOB by DT logs
Mirror imageof GR-log
Sonic logElectrofacies
cluster analysisof density-neutron
high Th/Kratios
porous sands
MATHEMATICAL CALCULATIONS WITH LOGS
A number of basic and advanced mathematicalfunctions has been incorporated in the program.Mathematical operations can be performed witheach log in a fast and easy way. The followingmathematical operations can be performed:
Multiply logs
Divide logs
Add logs
Subtract logs
Integral calculation of logs
Logarithmic calculation of logs
Exponential calculation of logs
Basic Math
Advanced Math
Using “Divide logs” for spectral logsproduces a ratio curve which may giveinformation on the lithologicaldevelopment
The combination of log ratio plots andlog overlays of the density and neutronmay be useful for having an overviewon the lithological or porositydevelopment in a well.
GR-log histogram SONIC-log histogram
GR-log SONIC-log
LOG STATISTICS
A number of statistical operationsfor the quantification of a singlelog has been included in theprogram. The interval can bedefined by the user. The followingstatistical analyses can be made:
The average value
The Root-Mean-Squarevalue (RMS)
The Standard Deviation(STANDARD)
Histograms of single logs canbe generated for a user-defined interval. The histogramsplot the log values againstfrequency.
SEISMIC SYNTHETICS FROM ACOUSTIC IMPEDANCE
ACOUSTIC IMPEDANCEdensity
sonic
REFLECTIVITYdata - data(N) (N+1)
data + data(N) (N+1)
CALCULATE SEISMICSinput seismic wavelength
SEISMIC SYNTHETICS FROM SONIC LOG
INVERTED SONIC1
sonic
REFLECTIVITYdata - data(N) (N+1)
data + data(N) (N+1)
CALCULATE SEISMICSinput seismic wavelength
SEISMIC SYNTHETICS FROM DENSITY LOG
DENSITY LOGREFLECTIVITY
data - data(N) (N+1)
data + data(N) (N+1)
CALCULATE SEISMICSinput seismic wavelength
Density-neutronoverlay
Mirror imageof GR-log
Sonic logElectrofaciesdisplay with
GR-log outline
Seismicsynthetics in
multi-trace mode
INPEFA logtransform, displayingaccommodation vs.
deposition
SEISMIC LOG CALCULATIONS -
SEISMIC SYNTHETICS
Seismic synthetics can be generated fromthe acoustic impedance, sonic and density.The seismic synthetic display is in the depthdomain and can be correlated with theoriginal logs as well as the log transforms.
N/G calculation withcutoff GR-log value
of 30 APIN/G = 15.97
Total thickness = 30.3 m
N/G calculation ofporous sandN/G = 46.4
Total thickness = 88.2 m
PETROPHYSICAL ATTRIBUTES
Petrophysical attributes are used tosupport the geological interpretation oflogs, and to evaluate the relationshipbetween petrophysical parametersand geological features.
Attribute generation
Attribute analysis
GR/Th-index
Log statistics
Sonic / density derivedporosity
Net/Gross calculations
Single log histograms
MESA SPECTRUM BANDSWITH DIFFERENT WINDOW SIZES
MESAGR/W30ACO=8m
MIRRORGR
MESAGR/W40ACO=9m
MESAGR/W50
ACO=10m
FREQUENCY RANGELOW HIGH
0.5 WINDOW = 15 m
SPECTRUM BREAK
��� WAVE LENGTHsmalllarge
K = WAVE NUMBERsmall large
HIGH AMPLITUDE (RED) = PRONOUNCED CYCLICITY
LOW AMPLITUDE (YELLOW) = WEAK CYCLICITYNO AMPLITUDE (BLUE) = NO CYCLICITY OR NOISE
SPECTRUM BAND AMPLITUDE
LOW FREQUENCY / LARGE = TO THE LEFT OF SPECTRUM BAND SCALE�
HIGH FREQUENCY / SMALL = TO THE RIGHT OF SPECTRUM BAND SCALE�
CYCLE HIERARCHY
IN GEOLOGY = MISSING SECTIONS, CONDENSED SECTIONS, STACKED EROSIONAL SURFACES,LARGE-SCALE CHANGE IN DEPOSITIONAL PATTERN, LOG DATA ERRORS
POSITION OF BREAK IN THE DEPTH SCALE = 0.5 WINDOW SIZEDEPTH SHIFT RELATED TO WINDOW SIZE
SPECTRUM BREAKS (Cycle Interval Boundaries / CIB)
SPECTRAL TRANSFORM OF LOGS
Spectral transform of logs is uses a specially-designed version of Maximum Entropy Analysis(MESA). The program is a predictive tool in whichpart of a series of data points is analysed in order toattempt to predict the next point in the series.Essentially the analysis is performed on a portion of thedata series. In a downhole log data series, this portionis known as the window of analysis.
Window size is defined by the user. A cyclepattern or spectrum and prediction errorvalue is produced for that window. Theanalysis is then repeated on another, over-lapping portion of the data series.
INFORMATION BAR
A= 6.94m
D
C
E
WAVELENGTH =APPROX. 6.9m
RATIOMATCH
NUMBER
NETACCUMULATION
RATE
GEOLOGICALPERIOD
MESA CURSOR
MILANKOVITCHRATIOS
MILANKOVITCHPARAMETERS
USED CODES
MILANKOVITCHPERIODICITIES(TRIASSIC)
A
A
A4
A4
C
C DB
E
E
F
F
DECREASEINCREASE
NET ACCUMULATIONRATE (N)
413 Ka 100 Ka
1 0.37 0.21 0.184.13
37.0 Ka 21.0 Ka 18.0 Ka
ECCENTRICITY OBLIQUITY PRECESSION
USING THE MESA CURSOR FORPREDICTING MILANKOVITCH
CYCLES
SPECTRAL TRANSFORM OF LOGS -
MILANKOVITCH CYCLICITY PREDICTION
Prediction of M-cycles is part of the spectraltransform operational algorithm. The predictedM-periodicities from the Carboniferous to thepresent have been stored in the memorydataset of the program.
We use these predicted values to derive theratios between ancient climatic cycles andthen compare those ratios between the cyclewavelengths detected by MESA. This is doneinteractively on screen with the program.
4200
4100
4000
3900
3800
3700
3600
3500
NEGATIVE PREDICTED ERRORVALUE / FREQUENCY DISCONTINUITYPRODUCED BY A JUMP FROM HIGH TOLOW GR VALUES
ACCOMMODATION INCREASE < SEDIMENT SUPPLY
POSITIVE PREDICTED ERRORVALUE / FREQUENCY DISCONTINUITYPRODUCED BY A JUMP FROM LOW TOHIGH GR VALUES
ACCOMMODATION INCREASE > SEDIMENT SUPPLY
PREDICTED TOP CARBONIFEROUSOR BASE ROTLIEGEND
PREDICTED STRATIGRAPHICBREAKS OR EROSIONAL SURFACES
PREDICTED STRATIGRAPHICBREAKS CAUSED BY MAJORFLOODING SURFACES
PEFAGR/MF7
PEFAGR/MF5
PEFAGR/MF3
PEFAGR/MF1
MIRRORGR
SEDIMENT DYNAMICSEROSIONAL HIATUS
CORRELATION LEVEL
EUSTATIC CHANGES
SUB-REGIONAL REGIONAL
EUSTATIC CHANGES / TECTONICS
LOCAL
PREDICTION ERROR FILTER ANALYSIS(PEFA)
Prediction Error Filter Analysis (PEFA) isbased on the comparison of measured logvalues and predicted log values. If weassume a certain predictability in (part of)the dataset, this predictability may beexpressed in terms of a prediction filter.This filter, when applied to the log valueswithin a depth window, will predict the logvalues just outside of that depth window.
If a prediction filter that was derived for aspecific part of a dataset is applied toanother part of the dataset, and thedifference between predicted and measuredlog values is determined, this differencecan be used to quantify how well the twolog-parts resemble each other.
Thus high output values of PEFA canoften be found to correspond to suddenchanges in log characteristics.These changes may be related togeological events, such as changes inclimate or basin dynamics.
0 +5 0.4 0.6 0.8 1.0-5
MAINEROSIONALSURFACE
OTHER MAJOREROSIONAL SURFACES
MAIN FLOODINGSURFACE
DECREASE OF EROSIONALSURFACES / INCREASE OF
ACCOMMODATION
NEGATIVE ORTHICKENING-UPWARD
TREND
INPEFACumulative differencebetween the predictedlog values and actual
log values
INTEGRATED PREDICTION ERRORFILTER ANALYSIS (INPEFA)
The INPEFA curve is the integration ofall PEFA values. INPEFA therefore isrelated to PEFA and represents thecumulative difference between thepredicted log values and actual logvalues.
High PEFA values will be presented asa major change in the INPEFA pattern.These major changes are defined as
.Cycle Interval Boundaries (CIB)
A stacked succession of negativePEFA values will show a negative or,in geological terms, a thickening-upward or progradational trend.Positive PEFA values will show apositive or retrogradational trend.
The negative trends are separated fromthe positive trends by major CIB’s.
INPEFA shows the following features:
A distinct hierarchical cyclicpattern of sedimentarysuccessions.
Enhances the sequencestratigraphic or cyclostratigraphicinterpretation of a well.
Geological events, such assequence boundaries and floodingsurfaces are clearly displayed.
Depositional trends - negativetrends (to the left) are relatedto progradational / aggradationaldepositional systems, whilepositive trends (to the right) arelinked to retrogradationalsystems.
Electrofacies fromthe cluster analysisof GR, RHOB and
NPHI
INPEFA ofthe GR-log
Cluster matrix display
Cluster parameters input
NON-HIERARCHICAL MULTI-LOG
CLUSTER ANALYSIS
The non-hierarchical multi-log clusteranalysis includes a number ofoperational routines which enablethe user to define a number of inputparameters. These input parametersenhance the results of the clusteranalysis and may also recognisediscrete horizons such as paleosols orthin coal layers.
In addition, a whole range of routines,such as changing the cluster colours,editing the interpretation labels, a 2Dand 3D cluster cross plot display areavailable to the user.
GR RHOB
NPHI
DT
INPEFA - GR
300 1.95
0.45
140
-0.50 0.55300 3.05
-0.15
40
(ACC>SED)(ACC<SED)
GEOLOGICAL EVENTINDICATING A CHANGE
IN DEPOSITIONALPATTERN
BASE WESTPHALIAN B
GEOLOGICAL EVENTINDICATING THE ONSET
OF A SAND-PRONEDEPOSITION
BASE WESTPHALIAN C
TRANSGRESSIVE BOUNDARYSURFACE (TBS)
TRANSGRESSIVE BOUNDARYSURFACE (TBS)
"PROGRADING"
SAND-PRONE
INTERVAL
WESTPAHLIAN B SANDS
"RETROGRADATIONAL"
TRANSGRESSIVE
SHALE-PRONE AND
COAL-BEARING INTERVAL
WESTPHALIAN B / MAURITS FM
TOP CARBONIFEROUS
GEOLOGICAL EVENTIN THE ROTLIEGEND
COPPER SHALEZEZ1K
BASE WESTPHALIAN D
D
C
A
B
LOWER SLOCHTERENTREND
AMELANDTREND
UPPER SLOCHTERENTREND
SILVERPITTREND
MID-CFLOODING
MID-BFLOODING
MID-AFLOODING
EXAMPLES OF CYCLOLOG SINGLE WELLINPEFA LOG TRANSFORMS ANDINTERPRETATIONS
ROSLL
ZEZ1K
Cycle Interval Boundary (CIB)
Well data courtesy NITG-TNO
ZEZ1K ZEZ1K
ROSLL
ROSLLLOWER SLOCHTEREN
TREND
AMELANDTREND
UPPER SLOCHTERENTREND
SILVERPITTREND
MID-CFLOODING
MID-BFLOODING
MID-AFLOODING
4000
3950
3900
3850
3800
3750
3950
3900
3850
3800
3750
3700
Memory 32 Mb RAM (minimum)
Colour graphics card with 8 Mb memory
Recommended 17 inch SVGA 1024 x 768, 75Hz and 0.28 dpi colour monitor
Intel Pentium II 300mHz or higher
Windows 95 / 98 / NT 4.0 or higher
PLATFORM(S)
HARDWARE REQUIREMENTS
RECOMMENDED PLOTTERS
EXAMPLE OF CYCLOLOG WELL CORRELATIONUSING INPEFA LOG TRANSFORMS
Well data courtesy NITG-TNO
EPSON Stylus 1520
HP Designjet 750C
APPROX. 10 km
RESERVOIR CORRELATION AND CHARACTERISATION
USING INPEFA FREQUENCY CURVES
CORRELATION OF INDIVIDUAL SAND UNITS
Ruysdaellaan 33712 AP Huis ter Heide
Netherlands
Phone: 31.30.693 1922Telefax: 31.30.693 2149
E-mail: [email protected]: www.enres.nl
United Kingdom
StrataData Ltd.17 The Bothy, Ottershaw ParkChobham Road, OttershawSurrey KT 16 0QGUK
Contact: David SmithE-mail: [email protected]
Phone/Fax: 44.1932.872041
Netherlands
Panterra Geoconsultants B.V.Veerpolder 52361 KX WarmondNetherlands
Contact: Greg van de BiltE-mail: [email protected]
Phone: 31.71.301 9307Fax: 31.71.301 0802
United States
Digital Formation6000 East Evans Avenue, Suite 1-400Denver, Colorado 80222-5415USA
Contact: Christian P. BachE-mail: [email protected]
Phone: 1.303.770-4235Fax: 1.303.770-0432
Indonesia
PT. GEOSERVICES (Ltd.)Jl. Taman Matraman Timur 11Jakarta 10320Indonesia
Contact: Ms. Fitri NurrahmahE-mail: [email protected]
Phone: 62.21.390-4118Fax: 62.21.319-6295
United States
Contact: Neil MooreE-mail: [email protected]
Seacon Computer Systems, Inc.11381 Meadowglen, Suite FHouston, Texas 77082-2647USA
Phone: 1.281.293-9565Fax: 1.281.293-9504
Egypt
Earth Resources Exploration (EREX)El Salam TowerMisr Helwan Agricultural RoadMaadi-CairoEgypt
Phone: 20.2.525-3989Fax: 20.2.525-4277
Contact: Nazih TewfikE-mail: [email protected]
ENRES has cooperative agreements with a number ofconsulting companies. They act as re-sellers for CycloLogand we support each other in consulting services.
Please contact the company in your region for moreinformation on CycloLog or consulting services