CHAPTER
THIRTY-FIVE:
STRATIGRAPHIC ANALYSIS
3
Dipmeter/Image Log Case Histories
Table
of Contents
35.00 Introduction to this Chapter
35.01 Case Histories
2. Channel Cut and Fill 1
3. Channel Cut and Fill 2
4. Channel Cut and Fill 3
5. Barrier Bar
6. Unconformities
7. Foreset Beds
8. Cross Bedding
9. Gouge
10. Shale Dome
11. Reef
12. Channel with Foreset Bedding
13. Sand Dunes
14. Barrier Bar Mapping
15. Unconformity
16. Deep Water Clastic
17. Channel Sand
18. Braided Channel
19. Sand Count
20. Laminated Shaly Sand
35.02 In Conclusion
35.03 Exercises for Chapter Thirty-Five
35.04: Bibliography for Chapter Thirty-Five
Continue
to Chapter Thirty-Six
Publication
History: This Chapter formed part of Chapter Seven of Volume Two
of The Log Analysis Handbook, a series of course notes published
by the author in 1978. Revised 1985 and 1993. Revised and re-organized
for this electronic edition Oct 2002.
CHAPTER
THIRTY-FIVE:
STRATIGRAPHIC ANALYSIS
3
Dipmeter/Image Log Case Histories
35.00
Introduction To This Chapter
This Chapter covers case histories of depositional environment,
sedimentary models, and bedding patterns from dipmeter and image
log data. Depositional environment was covered in Chapter
Thirty-Three. Interpretation of structure was covered beginning
in Chapter Thirty-One. Dipmeter tool
theory and data processing methods were described in Chapter
Twenty-Six and will not be repeated here.
Formation
microscanner image logs are gradually replacing standard dipmeters
in many situations. The dip arrow plot, frequency azimuth plots,
gamma ray, and resistivity correlation curves can be presented
on a single log. This makes analysis much easier, as the visual
impact of the bedding alongside the arrow plot is very powerful.
The detailed dip information is ideal for stratigraphic work.
However,
the computed dips can come from long interval HDT cluster and
pool processing, SHDT mean square dip (MSD), continuous side-by-side
(CSB) or local dip (LOC) processing. Or dips can be computed by
FMS/FMI correlation or by digitizing the bedding planes seen on
the image log. The choice of computation method depends on the
particular requirements of the analyst. More than one computation
may be required. Refer to Chapter Twenty-Six
for details on this subject.
In
many real cases, the processing method and parameters used are
poorly described on the log heading. Try to be sure the dips presented
are the dips you want or need. Figure 35.01 shows a comparison
of different processing methods on the same data. Case histories
and Exercises shown later give addition examples.

FIGURE 35.01: Dipmeter results from various computation methods
As
with any log analysis technique, calibration and control by using
core and sample descriptions is very beneficial. In addition,
well to well correlation and mapping can be used to help confirm
stratigraphic interpretation made from dipmeter and curve shape
analysis.
35.01 Case
Histories - Stratigraphic Analysis
In addition to the Classic Examples in Chapter
Thirty-Four, review of case histories often assists in consolidating
analysis rules for stratigraphic interpretation of dipmeters.
A number of case histories have been gleaned from the literature
and the author's files to illustrate some real life examples.
Because of the inordinate detail available on many logs, most
of these examples have been hand drafted by the original authors
for clarity.
Figure 35.02 Channel
Cut and Fill
This example illustrates a channel cut and fill situation. The
dipmeter on Well B indicates high north dip appearing at the base
of a 500 foot sand. This dip decreases upward in a typical cut
and fill pattern. The north dip indicates an east west strike
to the channel, with Well B positioned south of its axis. Well
C shows a loss of 80 feet of sand at the base and Well D has only
50 feet of sand remaining. Well A also shows the cut and fill
pattern, but bedding dips to the south, indicating that the channel
axis is to the south, between Well A and Well B.

Figure 35.02: Channel Cut and Fill
Figure .35.03
Channel Cut and Fill
This is a more complicated sequence of cuts and fills. The gross
interval appears to be a series of sand and shale interbeds on
the SP log. The dip data shows Sand A dipping southeast so strike
is SW - NE and the axis lies SE of the well. Sand B has the same
strike, but opposite dip indicates the well is SE of the axis.
Sand C shows no drape, so the well penetrated near the thickest
part.

Figure .35.03: Channel Cut and Fill
Figure 35.04 Channel
Cut and Fill
This is an east west cross section through the well in the previous
example (Well 3). Each sand pinches out at a different elevation,
so the oil water contact is different in each sand, as indicated
by the high resistivity kicks in each sand. Dipmeter patterns
can help identify isolated sands, and explain anomalies in oil
water contacts between wells.

Figure 35.04: Channel Cut and Fill
Figure 35.05 Barrier
Bar
In Well B, the increase of dip with depth above the sand body
is drape over a sand bar. Dip is 12 degrees ENE so strike is at
right angles to this, or WNW - SSE. The well lies to the east
of the thickest sand and the sand shales out in direction of drape
(ENE). Well A found thicker sand to the west as predicted.

Figure 35.05: Barrier Bar
The
dipmeter run on Well "B" exhibits the pattern of increasing
dip with depth, with the maximum dip being located just above
11,000 feet. Since the maximum, dip (12 degrees ENE) is recorded
at the top of a sand, this sand is a buried bar which strikes
WNW-SSE and shales out to the ENE. Well "A", the West
offset to Well "B", has the same sand which has thickened
to 50 feet.
Figure 35.06 Unconformities
Two unconformities are shown; with no weathering pattern on the
left example and severe weathering on the right. Change in dip
direction and amount is pretty obvious.

Figure 35.06: Unconformities
Figure 35.07 Foreset Beds
Four sets of foreset beds dipping SSE and a coarsening upward
sequence is typical of a barrier bar, distributary mouth bar,
or prograding delta front. Dips are to the SSW so sand body strikes
ENE - WSW. Sand will shale out to the SSW.

Figure 35.07: Foreset Beds
Figure 35.08 Cross-bedding
Constant dip cross-bedding in cylindrical shaped sand represents
delta distributary channel fill. Sand below 7200 feet dips SE
so sand body strike is NW - SE. Sand at 7000 feet dips SW so strike
is NE - SW. Steep cross-bedding shows high energy, coarse grain
deposits, confirmed by SP log. Regional dip removal would accentuate
patterns.

Figure 35.08: Cross-bedding
Figure 35.09 Gouge
Regular dips disappear at top of gouge zone, and slight drape
occurs due to differential compaction or structural deformation.
The pattern is similar to a reef, but lack of carbonate rocks
is the key distinguishing feature. Random dips are common in both
cases below the contact.

Figure
35.09: Gouge
Figure 35.10 Shale Dome
Similar to the previous example in many ways, the shale dome shows
consistent dips below the contact instead of random dips. Again,
lack of carbonate differentiates this case from a reef.

Figure 35.10: Shale Dome
Figure 35.11 Reef
Drape over reef indicates direction to reef crest. Drape is to
SW so reef thickens to NW. Well 16-19 has about 160 feet of pay
above oil water contact. Well 4-29 missed the pay and shows drape
to NE, so thicker reef could be found by whipstocking or drilling
to the SW of Well 4-29.

Figure 35.11: Reef
Figure 35.12 Channel with Foreset
Bedding
This example shows the difference in detail that can be achieved
by SHDT processing. Note depth scale change between different
panels of the illustration. Detailed bedding analysis is shown,
along with core description.


Figure 35.12: Channel with Foreset Bedding
Figure 35.13 Sand Dunes
This sand dune series is from a southern North Sea well. Constant
steep foresets and decreasing bottom set dips are characteristic
of dune and wadi environment.

Figure 35.13: Sand Dunes
Figure 35.14 Barrier Bar Mapping
Combining dipmeter with seismic mapping always makes for a good
argument. Initial seismic mapping placed a high striking NW -
SE and well control showed no hydrocarbons on downdip edges (Figure
35.14A). Dipmeter in NE well showed foresets dipping SE so strike
of sand body is SW - NE (Figure 35.14C), at right angles to the
seismic assumption. A well drilled on crest found pay and its
dipmeter showed confirmation of the foresets and strike direction
(Figure 35.14D). Pool was developed as in Figure 35.14B.

Figure
35.14: Barrier Bar Mapping
Figure
35.15 Unconformity With SYNDIP
The Cretaceous - Mississippian unconformity stands out in several
ways. Resistivity shading is white for high resistivity carbonate,
and Cretaceous sands and silts are shown gray or black. Bubble
coding shows poor correlations and some nonplanar dips in Cretaceous
contrasts with little bubble coding but numerous nonplanar dips
in Mississippian.

Figure 35.15: Unconformity With SYNDIP
Figure 35.16 Deep Water Clastic
With SYNDIP
This is a deep water prodelta sequence grading upward from shale
to finely bedded sandstones. Long coarsening upward trends are
indicated. Full clean sand is never reached. Foresets dip northwest
so cleaner sand should be to southeast.

Figure 35.16: Deep Water Clastic With SYNDIP
Figure 35.17 Channel Sand With
SYNDIP
SYNDIP in three wells shows variations in channel sand from well
to well. Shale is well bedded and sands less so, evident from
more bubble coding in the sands. Cross-bedding is often nonparallel
indicating some erosion at base of each channel fill. Fining upward
ramps indicate energy level decreasing as channels filled and
delta prograded outward.

Figure 35.17: Channel Sand With SYNDIP
Figure
35.18 Oil Base Dipmeter in Braided Channel
Compressed scale dipmeter with computed log analysis shows thick
sand section successfully logged with oil base dipmeter. Cylindrical
curve shape with moderate dip spread indicates braided channel.
Regional dip is ESE at about 4 degrees. Bedding in the sands is
not clear on the small scale presentation. On Figure 7.92A, the
detailed GEODIP presentation shows numerous red patterns, and
an interpretation of the channels.

Figure 35.18A: Oil Base Dipmeter in Braided Channel – Correlation
Scale

Figure 35.18B: Oil Base Dipmeter in Braided Channel –
Detail Scale
1.
Abandoned channel sequence (shale with thin sandy or silty beds)
2. Abrupt lower contact
3. Channel lag (soft clay pebbles)
4. Active channel sequence (massive sand and isolated events)
5. Scour and fill deposit
6. Longitudinal mud-channel bars (small foreset beds). Direction
of transport: SSW. Channel elongation: NNE-SSW.
7. Lateral or transverse bar (more silty); a well-developed foreset
towards the top. Channel axis towards ESE.
8. Longitudinal bar
9. Scour and fill deposit
Figure 35.19 to 35.21 Sand Count
Using FMS Image Examiner
Both SYNDIP and the FMS Image Examiner can be used for sand counts
by using resistivity cutoffs for both the shale (low resistivity)
and tight (high resistivity) ends of the spectrum. The SYNDIP
approach was used in Figure 35.17. The FMS screens for choosing
cutoffs and assessing results are shown here. The histogram in
Figure 35.19 shows the lime (tight) cutoff chosen in a known lime
streak. Similarly, the shale cutoff is chosen in Figure 35.20.
Remaining rock is shown in Figure 35.21 with a sand count of 15.4
meters or 64 percent of the analyzed interval.

Figure 35.19: Sand Count Using FMS Image Examiner

Figure 35.20: Sand Count Using FMS Image Examiner

Figure 35.21: Sand Count Using FMS Image Examiner
Figure 35.22 to 35.24 The Ultimate
Dipmeter Analysis
By combining all dipmeter presentations, a maximum evaluation,
total analysis approach to stratigraphy is achieved. A combination
of DUALDIP, STRATIM, and SYNDIP with detailed core description
is shown here. Note core data is on a smaller scale than dip data
and is 8 feet off depth.

Figure 35.22: The Ultimate Dipmeter Analysis

Figure 35.23: The Ultimate Dipmeter Analysis

Figure 35.24: The Ultimate Dipmeter Analysis
35.02 In Conclusion
Case histories are an excellent source of knowledge. Review the
Bibliography for more examples. Although dipmeter analysis can
be ambiguous, sufficient geological constraints, local knowledge,
and experience serve to improve skills and speed analysis. Modern
computer processing, in particular dip-removed arrow plots and
stick plots, are essential ingredients.
35.03 Exercises
for Chapter Thirty-Five
Exercise 35.01: CLUSTER and GEODIP
Draw the dip patterns. What sedimentary features can you see?
(20 marks)

Exercise
35.02: FMS Image With MSD Dips (20 marks)
1. Are the MSD dips representative of the true dip of the clay
beds? Why (not)?

2.
Are the FMS dips on the next page better or worse? What else can
be seen on the FMS dip presentation?

3.
What is the sand/shale ratio in the interval shown? What is regional
dip?
Exercise 35.03: Point Bar Example (20 marks)
1. How many bar sequences were penetrated? What direction is the
stream migrating? Can you tell which way the stream is traveling?
Draw a hypothetical GR log for this example.

Exercise
35.04: Channel Fill Example (20 marks)
1. How many channel sequences were penetrated? What direction
is the stream axis? Can you tell which way the stream is traveling?
Draw a hypothetical GR log for this example.

Exercise
35.05 Sand/Shale Ratio On FMS (20 marks)
1. How thick are sand beds A through E? What is sand/shale ratio.
Which sands are clean and which have shale laminations? On the
lower illustration, what could be done to the FMS image to improve
it?
2.
Why do the shales in the upper half of the log look different
than those at the bottom?

Exercise
35.07: Dipmeter Study (30 marks)
1. Draw stick diagrams and give a written analysis for this dipmeter.
Would the presence of other logs help you? What causes the scattered
dips at the base of the log?

35.05
Bibliography for Chapter Thirty-Five
Dipmeter Applications
1:
Application of dipmeter surveys; Stratton,E.F., Hamilton,R.G.;
American Institute of Mining Metallurgical Engineers Meeting,
21 p., 1947
2:
Application of the continuous dipmeter to reef study; Schlumberger;
Schlumberger News, 9 p., 1961
3:
Continuous dipmeter survey can be an important exploration tool;
Thompson,J.D.; The Oil and Gas Journal, 4 p., 1961
4:
Diplog; Hammack,G.W.; Dresser Atlas Tech Bulletin, 15 p., 1964
5:
Determining true formation thickness from the dipmeter; Norman,J.L.,
Thibodaux,J.B.; Pan Geo Atlas Corporation, 6 p., 1964
6:
Interpretation of continuous dipmeter surveys; Schlumberger; Schlumberger
Training Aid, 26 p., 1964
7:
Detailed stratigraphic control through dip computations; Gilreath,J.A.,
Maricelli,J.J.; American Association of Petroleum Geologists Bulletin,
v. 48, no. 12, p. 1902-1910, 1964
8:
How to compute dips quickly from dip log correlations; Walker,T.,
Robertson,E.; World Oil, p. 135-140, 1964
9:
Stratigraphic interpretation of continuous dipmeter survey data;
Schlumberger; Interpretation Bulletin, 6 p., 1966
10:
Log interpretation in Bolivia; Salisch,J.A., Brown,H.D.; Society
of Professional Well Log Analysts, 20 p., 1966
11:
A review of log interpretation methods used in the Niger delta;
Poupon,A., Strecker,I., Gartner,J.; 53 p., 1966
12:
Applications of the continuous dipmeter in Western Canada; Goetz,J.;
The Journal of Canadian Petroleum Technology, 5 p., 1966
13:
Dipmeter - Middle East; WEC, 13 p., 1967
14:
Logging programs in northeastern South America; Brown,H.D., Salisch,H.A.;
Society of Professional Well Log Analysts, 27 p., 1967
15:
The continuous dipmeter as a tool for studies in directional sedimentation
and directional tectonics; Rodriquez,A.R., Pirson,S.J.; Society
of Professional Well Log Analysts 9th Annual Logging Symposium,
25 p., 1968
16:
Stratigraphic applications of dipmeter data in mid-continent;
Campbell,R.L.,Jr.; American Association of Petroleum Geologists
Bulletin, v. 52, no. 9, p. 1700-1719, Sept 1968
17:
Interpretation of dipmeter data in the Devonian carbonates and
evaporites of the Rainbow and Zama areas; Cox,J.W.; 19th Annual
Technical Meeting of Petroleum Society of Canadian Institute of
Mining, Paper No. 6820, 1968
18:
Depositional environments defined by dipmeter interpretation;
Gilreath,J.A., Healy,J.S., Yelverton,J.N.; Transactions - Gulf
Coast Association of Geological Societies, v. 19, p. 101-111 ,
1969
19:
Geological application of well logs; Fons,L.,Jr.; Society of Professional
Well Log Analysts 10th Annual Logging Symposium, 44 p., 1969
20:
East Cameron block 270, a Pleistocene field; Holland,D.S., Sutley,C.E.,
Bertlitz,R.E., Gilreath,J.A.; 24th Annual Symposium of Gulf Coast
Association of Geological Societies Symposium, 9 p., 1970
21:
Dipmeter - Libya; WEC, 13 p., 1970
22:
Fundamentals of Dipmeter Interpretation; Schlumberger; Schlumberger
Training Aid, 145 p., 1970
23:
Distributary front deposits interpreted from dipmeter patterns;
Gilreath,J.A., Stephens,R.W.; Transactions - Gulf Coast Association
of Geological Societies, 8 p., 1971
24:
Deficiencies of computer correlated dip logs; Robertson,J.M.;
Society of Professional Well Log Analysts 13th Annual Logging
Symposium, 15 p., 1972
25:
Structural geologic considerations in diplog interpretation; Holt,O.R.;
Society of Professional Well Log Analysts 13th Annual Logging
Symposium, 30 p., 1972
26:
Geological aids; Schlumberger; Society of Professional Well Log
Analysts 14th Annual Logging Symposium, p. 5-18, 1973
27:
Dipmeter outlines petroleum entrapment on flaks of diapiric shale
done; Franke,M., Hepp,V.; Society of Professional Well Log Analysts
14 Annual Logging Symposium, 20 p., 1973
28:
Dipmeter interpretation in the southern and northern North Sea
basin; WEC, p. 56-59, 1974
29:
Vermilion block 16 field: a study of irregular gas reservoir performance
related to non-uniform sand deposition; Seal,W.L., Gilreath,J.A.;
Transactions - Gulf Coast Association of Geological Societies,
v. 29, 1975
30:
Interpretation of log responses in a deltaic environment; Gilreath,J.A.,
Stephens,R.W.; American Association of Petroleum Geologists Marine
Geology Workshop, 31 p., 1975
31:
Quick interpretation of the high resolution dipmeter; Okitsu F.;
Society of Professional Well Log Analysts 17th Annual Logging
Symposium, 10 p., 1976
32:
Reservoir delineation by wireline techniques; Goetz,J.F., Prins,W.J.;
Society of Professional Well Log Analysts: The Log Analyst, p.
12-40, 1977
33:
Preplatform exploration of High Island Blocks A-560 and A-561;
Lund,J.W., King,J.S., Berlitz,R., Gilreath,J.A.; The Oil and Gas
Journal, p. 254-273, 1979
34:
Dipmeter Workbook; Schlumberger; Workbook, 72 p., 1980
35:
Schlumberger dipmeter interpretation; Schlumberger; Manual, 58
p., 1981
36:
Application of dip related measurements to a complex carbonate
clastic depositional environment; Bigelow,E.L.; Society of Professional
Well Log Analysts: The Log Analyst, p. 9-30, 1982
37:
Diplog analysis and practical geology; Dresser Atlas; Manual,
57 p., 1983
38:
Applications of the SHDT stratigraphic high resolution dipmeter
to the study of depositional environments; Chauvel,Y., Seeburger,D.A.,
Orjuela,A.C.; Society of Professional Well Log Analysts 25th Annual
Logging Symposium, 23 p., 1984
39:
Geological evaluation of high resolution dipmeter data; Nurmi,R.D.;
Society of Professional Well Log Analysts 15th Annual Logging
Symposium, 24 p., 1984
40:
Comparative results of quantitative laminated sand shale analysis
in Gulf Coast wells using maximum diplog microresistivity information;
Quinn,T.H., Sinha,A.K.; Society of Professional Well Log Analysts
26th Annual Logging Symposium , 25 p., 1985
41:
The use of dipmeter synthetic data to determine rock texture and
depositional environment; Standen,E.; 10th Canadian Well Logging
Society, 12 p., 1985
42:
A fundamental approach to dipmeter analysis; Enderlin,M.B., Hansen,D.K.T.;
10th Canadian Well Logging Society, 14 p., 1985
43:
Making more intelligent use of log derived dip information; Bigelow,E.L.;
Society of Professional Well Log Analysts: The Log Analyst, p.
26-42, 1985
44:
Schlumberger sedimentary environments from wireline logs; Serra,O.;
Manual, 210 p., 1985
45:
Geologic interpretation of alternative dipmeter analyses from
a permocarboniferous glaciogene sequence in the Fitzroy Graben
Canning Basin, Western Australia; Golstein,B.A.; Society of Professional
Well Log Analysts: The Log Analyst, p.6-26, 1986
46:
Schlumberger dipmeter interpretation; Schlumberger; Manual, 76
p., 1986
47:
Depositional environment determination using SSP resistivity method;
Mitchell Tapping,H.J.; Society of Professional Well Log Analysts:
The Log Analyst, p.15-20, 1986
48:
Strategies for dipmeter interpretation; Gilreath,J.A., Adams,J.;
The Technical Review, v.35, no.4, p.28-41, 1987
49:
Dipmeter interpretation rules; Gilreath,J.A.; The Technical Review,
6 p., 1987
50:
A practical method of identifying and exploiting clastic depositional
environments using wireline parameters; Fett,T.H.; Society of
Professional Well Log Analysts 28th Annual Logging Symposium,
19 p., 1987
51:
New angles and dimensions in dipmeter interpretation opened by
the six arm dipmeter; Goetz,J.F., Garat,J.; Society of Professional
Well Log Analysts 28th Annual Logging Symposium, 25 p., 1987
52:
Application of an interactive statistical classification system
to the analysis of high resolution dipmeter curves; Keskes,N.,
Le Tendre,L., Schein,F., Benamou,N., et al; Society of Professional
Well Log Analysts 28th Annual Logging Symposium, 24 p., 1987
53:
Program helps determine structure from dipmeter data; Elphick,R.Y.;
Geobyte, p. 57-75, 1988
54:
Obtaining structural and stratigraphic dip information using segmentation
trees and optimization; Kerzner,M.G.; Society of Petroleum Engineers
Formation Evaluation, p. 47-54, 1988
55:
The evolution of a dipmeter analysis: a case study from Pakistan;
Waterhouse,M.; Society of Professional Well Log Analysts 30th
Annual Logging Symposium, 22 p., 1989
56:
Wellbore breakout stress analysis within the central and eastern
continental United States; Dart,R.L., Richard,L.; Society of Professional
Well Log Analysts: The Log Analyst, p. 12-30, 1989
57:
Reconnaissance mapping of stratigraphic traps in sandstones: depositional
energy maps, diagenetic maps; Sheir,D.E.; Society of Professional
Well Log Analysts: The Log Analyst, p. 225-242, 1989
58:
Heterogeneties and geometry of sedimentary bodies in a fluvio-deltaic
reservoir; Ravenne,C., Eschard,R., Galli,A., Mathieu,Y., et al;
Society of Petroleum Engineers Formation Evaluation, p. 239-246,
1989
59:
Types of channel fills interpreted from dipmeter logs in the McMurray
formation northeast Alberta; Muwais,W., Smith,D.G.; Bulletin of
CPG, v. 38, no. 1, p. 53-63, 1990
60:
Methods for improved dip determination in water based mud with
the six arm dipmeter; Chemali,R., Su,S.M., Goetz,J.F., Maute,R.E.,
Osborn,F.F.; Society of Professional Well Log Analysts 31st Annual
Logging Symposium, 25 p., 1990
61:
Interpretation of depositional systems in the lower Silurian Medina
group of western New York; Davis,R.J., Johnson,C.A., Gilreath,J.A.;
Society of Professional Well Log Analysts 31st Annual Logging
Symposium, 25 p., 1990
62:
A fundamental approach to dipmeter analysis; Enderlin,M.B., Hanse,D.K.T.;
14 p., 1990
ABOUT THE AUTHOR
E.
R. (Ross) Crain, P.Eng. is a Consulting Petrophysicist and a Professional
Engineer with over 35 years of experience in reservoir description,
petrophysical analysis, and management. He has been a specialist
in the integration of well log analysis and petrophysics with
geophysical, geological, engineering, and simulation phases of
oil and gas exploration and exploitation, with widespread Canadian
and Overseas experience.
His textbook, "Crain's Petrophysical Handbook on CD-ROM"
is widely used as a reference to practical log analysis. Mr. Crain
is an Honourary Member and Past President of the Canadian Well
Logging Society (CWLS), a Member
of Society of Petrophysicists and Well Log Analysts (SPWLA),
and a Registered Professional Engineer with Alberta Professional
Engineers, Geologists and Geophysicists (APEGGA)
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