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Geology & Geosciences Ahmad, J Geol Geosci 2013, 2:3 http://dx.doi.org/10.4172/2329-6755.1000123 Open Access Review Article Volume 2 • Issue 3 • 1000123 J Geol Geosci ISSN: 2329-6755 JGG, an open access journal Mitigation Exploration Risk of Jurassic Reservoir by Seismic Inversion, Penobscot Area, Sable Sub Basin Nova Scotia, Offshore, Canada Qadeer Ahmad* Bahria University Islamabad, Pakistan *Corresponding author: Qadeer Ahmad, Bahria University Islamabad, Pakistan, E-mail: [email protected] Received March 14, 2013; Accepted July 26, 2013; Published July 30, 2013 Citation: Ahmad Q (2013) Mitigation Exploration Risk of Jurassic Reservoir by Seismic Inversion, Penobscot Area, Sable Sub Basin Nova Scotia, Offshore, Canada. J Geol Geosci 2: 123. doi: 10.4172/2329-6755.1000123 Copyright: © 2013 Ahmad Q. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Introduction High exploration costs require that you achieve your target in the first attempt. Optimization technology innovate higher-value solutions. Inversion is one of those techniques which mitigate the exploration risk by reservoir prediction. It is a process of transforming impedance into quantitative rock properties like porosity, saturation and pore pressure. Area Penobscot is located in the Sable Island, Sable sub basin Canada. e Scotian Basin lies on the North American Plate. It is a classic passive, non-volcanic conjugate margin. It represents over 250 million years of continuous sedimentation recording the region’s dynamic geological history from the initial opening of the Atlantic Ocean to the recent post-glacial deposition. It contains the lithology ranging from Mesozoic era to Cenozoic era (Figure 1) [1]. Geology of area is complex due to presence of salt (Agro formation) of Late Triassic to Early Jurassic age. e source rock present in the study area is Mohican and Verril Cannyon formation of Jurassic age. e reservoir rocks are the Mississauga Formation (clastic) of Early Cretaceous age and Abenaki Formation (carbonate) of Jurassic age (Baccaro member). Mainly trap formed in Late Jurassic to Early Cretaceous age [2]. Inversion Inversion is a process of calculating impedance from seismic data. e input data is the seismic cube. By applying inversion algorithm, seismic data is transformed into impedance cube [3]. Basis of the calculation is the ‘convolution model. e model assumes that the Earth has discrete changes in impedance with changing depth and that the seismic wavelet convolves with these points of different impedance contrast to produce the seismic trace. e challenge that seismic inversion face is, to locate and then quantify the impedance contrasts and then compute the impedance itself. It provides quantitative values. ese quantitative values, attributed to impedance, are derived by multiplying the velocity of sound energy in a medium by the density of the medium. e reflection coefficient of a reflecting interface can be calculated. e value of impedance for the medium below the reflecting interface can be calculated if one knows the impedance above the reflecting interface or the reflection coefficient of the reflecting interface. Seismic inversion computed in this way is known as “recursive inversion.” is is used here to identify the porosity of Jurassic reservoir [4]. Methodology and Interpretation e main steps in an inversion study are: • QC of the input data. • Generation of synthetic seismogram and extraction of the wavelet. • Running of the inversion algorithm to generate Acoustic impedance cube • Well–to-seismic calibration • Visualization and interpretation of the results in terms of reservoir development • By using 3D PSTM data, impedance is computed by calculating the ‘reflection coefficient’ at reflecting interface Ri = (Ii+1 - Ii) / (Ii+1 + Ii) • Where Ii and Ii+1 are, the impedance values of the media above and below the reflection interface, respectively. e equation above can be inverted to produce Ii+1 = (Ri + 1) / (1- R1) I1 • e value of impedance for the medium below the reflecting interface can be computed if the value of impedance for the upper layer is known, then hypothetical velocity value of upper layer is given to calculate the impedance of upper layer until the relative impedance calculated at the zone of interest matched with the absolute impedance calculated from well (Figure 2). Cross plot analysis • Aim of cross plot analysis is to develop the relation between impedance and porosity and indicate the separation of the producing Study Area Penobscot 200 km Figure 1: Geographic map of study area.
Transcript

Geology & GeosciencesAhmad, J Geol Geosci 2013, 2:3

http://dx.doi.org/10.4172/2329-6755.1000123

Open AccessReview Article

Volume 2 • Issue 3 • 1000123J Geol GeosciISSN: 2329-6755 JGG, an open access journal

Mitigation Exploration Risk of Jurassic Reservoir by Seismic Inversion, Penobscot Area, Sable Sub Basin Nova Scotia, Offshore, CanadaQadeer Ahmad*Bahria University Islamabad, Pakistan

*Corresponding author: Qadeer Ahmad, Bahria University Islamabad, Pakistan, E-mail: [email protected]

Received March 14, 2013; Accepted July 26, 2013; Published July 30, 2013

Citation: Ahmad Q (2013) Mitigation Exploration Risk of Jurassic Reservoir by Seismic Inversion, Penobscot Area, Sable Sub Basin Nova Scotia, Offshore, Canada. J Geol Geosci 2: 123. doi: 10.4172/2329-6755.1000123

Copyright: © 2013 Ahmad Q. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

IntroductionHigh exploration costs require that you achieve your target in the

first attempt. Optimization technology innovate higher-value solutions. Inversion is one of those techniques which mitigate the exploration risk by reservoir prediction. It is a process of transforming impedance into quantitative rock properties like porosity, saturation and pore pressure.

Area

Penobscot is located in the Sable Island, Sable sub basin Canada. The Scotian Basin lies on the North American Plate. It is a classic passive, non-volcanic conjugate margin. It represents over 250 million years of continuous sedimentation recording the region’s dynamic geological history from the initial opening of the Atlantic Ocean to the recent post-glacial deposition. It contains the lithology ranging from Mesozoic era to Cenozoic era (Figure 1) [1].

Geology of area is complex due to presence of salt (Agro formation) of Late Triassic to Early Jurassic age. The source rock present in the study area is Mohican and Verril Cannyon formation of Jurassic age. The reservoir rocks are the Mississauga Formation (clastic) of Early Cretaceous age and Abenaki Formation (carbonate) of Jurassic age (Baccaro member). Mainly trap formed in Late Jurassic to Early Cretaceous age [2].

Inversion

Inversion is a process of calculating impedance from seismic data. The input data is the seismic cube. By applying inversion algorithm, seismic data is transformed into impedance cube [3].

Basis of the calculation is the ‘convolution model. The model assumes that the Earth has discrete changes in impedance with changing depth and that the seismic wavelet convolves with these points of different impedance contrast to produce the seismic trace. The challenge that seismic inversion face is, to locate and then quantify the impedance contrasts and then compute the impedance itself.

It provides quantitative values. These quantitative values, attributed to impedance, are derived by multiplying the velocity of sound energy

in a medium by the density of the medium. The reflection coefficient of a reflecting interface can be calculated. The value of impedance for the medium below the reflecting interface can be calculated if one knows the impedance above the reflecting interface or the reflection coefficient of the reflecting interface.

Seismic inversion computed in this way is known as “recursive inversion.” This is used here to identify the porosity of Jurassic reservoir [4].

Methodology and Interpretation

The main steps in an inversion study are:

• QC of the input data.

• Generation of synthetic seismogram and extraction of the wavelet.

• Running of the inversion algorithm to generate Acoustic impedance cube

• Well–to-seismic calibration

• Visualization and interpretation of the results in terms of reservoir development

• By using 3D PSTM data, impedance is computed by calculating the ‘reflection coefficient’ at reflecting interface

Ri = (Ii+1 - Ii) / (Ii+1 + Ii)

• Where Ii and Ii+1 are, the impedance values of the media above and below the reflection interface, respectively. The equation above can be inverted to produce

Ii+1 = (Ri + 1) / (1- R1) I1

• The value of impedance for the medium below the reflecting interface can be computed if the value of impedance for the upper layer is known, then hypothetical velocity value of upper layer is given to calculate the impedance of upper layer until the relative impedance calculated at the zone of interest matched with the absolute impedance calculated from well (Figure 2).

Cross plot analysis

• Aim of cross plot analysis is to develop the relation between impedance and porosity and indicate the separation of the producing

Study Area Penobscot

200 km

Figure 1: Geographic map of study area.

Citation: Ahmad Q (2013) Mitigation Exploration Risk of Jurassic Reservoir by Seismic Inversion, Penobscot Area, Sable Sub Basin Nova Scotia, Offshore, Canada. J Geol Geosci 2: 123. doi: 10.4172/2329-6755.1000123

Page 2 of 3

Volume 2 • Issue 3 • 1000123J Geol GeosciISSN: 2329-6755 JGG, an open access journal

part of the reservoir from its non-producing part. Absolute impedance was calculated at B-41 well (Figure 3). Petrophysical interpretation was carried out at Abenaki Formation to calculate the volume of shale, porosity, and effective porosity. Cross plot between impedance and porosity was generated, with impedance in X-axis, porosity in Y-axis and GR (Gamma Ray) displayed in the Z-axis (Figure 4).

Technique for separating reservoir from non-reservoir

• Cross plot gives a relation between impedance and porosity but there is an ambiguity seen in transforming these values into rock properties like porosity. Impedance versus porosity is color coded with GR (Gamma Ray) log which classify different lithology. Scale of GR was used to classify lithology as mentioned in the Table 1.

• After clipping the impedance range that comes from the shale, only the reservoir impedance range is displayed (Figure 5).

Results and Discussion• Seismic inversion is carried out for reservoir prediction of the

Jurassic carbonate. In seismic inversion there is an ambiguity seen in

transforming impedance values into rock properties like porosity. At some point there is a sharp increase in porosity and low impedance observed which gives good indication of reservoir. But this picture is false as it arises from the presence of shale. Shale has excellent porosity and has low impedance like reservoir rock. The task here is to separate those points of reservoir from points which comes from non-reservoir (shale). To solve this ambiguity a technique is used in which gamma ray values are imbedded during porosity predication from impedance. This technique helps a lot in isolating the points (high porosity) which come from the shale and prevent from misleading.

Conclusion1. In seismic inversion, reservoir characterization in terms of

porosity has been carried out, which successfully identified the producing part of the reservoir from the non producing part.

2. Seismic Inversion helped in delineating the sweet spots.

INPUT

OUTPUT

Impedance Cube

INVERSION

3D seismicdata

Seismicwavelet

Initial impedancemodel

Picked Horizonsin TWT

Figure 2: Work flow for the inversion.

Baccro member

L. Missisauga

Top Abenaki

Sand 1, 2 & 3

Sand 6

Sand 7

0 5000

B41 1

2.200

2.300

2.400

2.500

2.600

Figure 3: Time to impedance converted 1047 inline passing though B-41 well.

GR

Tight L.stLimes

tone

Porous Limestone Shale

11.000

25.444

39.889

54.333

68.778

83.222

97.667

112.111

126.556

141.000

3160

3180

3200

3220

3240

3260

3280

3300

3320

3340

3360

Depth (m

)

AI POROSITY GR

8000 10000 12000 14000IMPEDANCE

PORS = 0.474716084 - 3.3976183e-005* calculated AI

0.4

0.3

0.2

0.1

0

PO

RO

SIT

YIMPEDANCE vs POROSITY

Figure 4: Lithology discrimination at well B-41 (Impedance Vs Porosity) embedded with GR color coding.

Low Impedance

727700 732700 737700 742700

N

727700 732700 737700 742700

4898700

4893700

4898700

4893700

XYMetes 1480

1470

1460

1450

14401430

1420

1410

14001390

1380

13701360

1350

1340

1330

13201310

1300

1290

1280

12701260

1250

1240

1230

12201210

1200

1190

11801170

1160

1150

1140

11301120

1110

1100

1090

1080

10701060

1050

1040

1030

1020

10101000

1480

1470

1460

1450

14401430

1420

1410

14001390

1380

13701360

1350

1340

1330

13201310

1300

1290

1280

12701260

1250

1240

1230

12201210

1200

1190

11801170

1160

1150

1140

11301120

1110

1100

1090

1080

10701060

1050

1040

1030

1020

10101000

Figure 5: Time to impedance converted 1047 inline passing though B-41 well.

Scale of GR (API) Lithology1-35 Coarse Sand

35-45 Medium Grained Sand45-65 Fine Grained Sand65-75 Silt>75 Shale

Table 1: GR Scale vs. Lithology.

Citation: Ahmad Q (2013) Mitigation Exploration Risk of Jurassic Reservoir by Seismic Inversion, Penobscot Area, Sable Sub Basin Nova Scotia, Offshore, Canada. J Geol Geosci 2: 123. doi: 10.4172/2329-6755.1000123

Page 3 of 3

Volume 2 • Issue 3 • 1000123J Geol GeosciISSN: 2329-6755 JGG, an open access journal

3. Hydrocarbon exploration risk in term of reservoir quality has been reduced after applying the seismic inversion technique.

Acknowledgement

I need to thank especially Nova Scotia Offshore Board for providing the data and giving me the opportunity to work in a fascinating area. I am also thankful to Opendtect team.

References

1. Benson RN, Doyle RG (1988) Early Mesozoic rift basins and the development

Citation: Ahmad Q (2013) Mitigation Exploration Risk of Jurassic Reservoir by Seismic Inversion, Penobscot Area, Sable Sub Basin Nova Scotia, Offshore, Canada. J Geol Geosci 2: 123. doi: 10.4172/2329-6755.1000123

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of the United States middle Atlantic continental margin, in Triassic-Jurassic Rifting Continental Breakup and the Origin of the Atlantic Ocean and Passive Margins. Edited by Manspeizer W, Elsevier, New York, USA.

2. Dravis JJ (1997) Digenesis and Porosity Evolution of Abenaki Carbonates, Panuke Field, Offshore Nova Scotia: WellF-70, EnCana Internal Report 12-45.

3. Latimer RB, Davison R, Van Riel P (2000) Interpreter’s guide to understanding and working with seismic derived acoustic impedance data. The Leading Edge 19: 242-256.

4. Veeken PCH, Da Silva M (2004) Seismic inversion methods and some of their constraints.


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