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Insight through modelling - NORSAR

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<strong>Insight</strong> <strong>through</strong> <strong>modelling</strong><br />

NEWSLETTER FROM <strong>NORSAR</strong> INNOVATION SUMMER 2009<br />

<strong>NORSAR</strong> Innovation<br />

builds on its success<br />

New representative in Brazil<br />

New office in Malaysia<br />

Valuable additions to sales<br />

team<br />

Integration of commercial<br />

services<br />

See page 2 for further details<br />

SeisRoX Integrated into Petrel<br />

<strong>NORSAR</strong> Innovation, the leading supplier of survey evaluation<br />

and design software is happy to announce that its innovative<br />

reservoir-to-seismic software, SeisRoX, is now integrated with<br />

Schlumberger’s Petrel package via the Ocean framework.<br />

See page 3 for comment on the impact of SeisRoX or visit our web site<br />

for further information.<br />

www.norsar.com<br />

Also in this issue:<br />

News - consolidation, innovation, expansion<br />

Advanced SED - assessing the value of COIL<br />

Editorial Comment - the value of the Petrel plug-in<br />

What’s New - an update on the current software<br />

Training and Development - new facilities, new courses<br />

News, publications, sponsorships


Time-Lapse<br />

Modelling<br />

Mapping the changes in the<br />

fluid and pressure distributions<br />

of a reservoir during production<br />

is a major objective in 4D<br />

seismic data analysis. Seismic<br />

<strong>modelling</strong> can be used as a<br />

guide for interpreting seismic<br />

changes during production.<br />

However, in most 4D projects<br />

a simple 1D seismic <strong>modelling</strong><br />

approach is used, disregarding<br />

the illumination and sampling<br />

characteristics imposed on<br />

the reservoir response as the<br />

seismic waves are transmitted<br />

by a pattern of sources,<br />

modified by the overburden<br />

structures, reflected in the<br />

reservoir and recorded by<br />

another pattern of receivers.<br />

SeisRoX now provides the<br />

potential to integrate the<br />

survey data, overburden<br />

properties, rock properties and<br />

fluid simulator data into the<br />

4D <strong>modelling</strong> scheme in a time<br />

efficient manner <strong>through</strong> the<br />

use of the ray based 3D PSDM<br />

simulator.<br />

Furthermore, SeisRoX is<br />

integrated with Petrel* to<br />

improve data transfer and<br />

close the Seismic to Simulation<br />

workflow.<br />

*Petrel is a mark of Schlumberger<br />

What’s New?<br />

Expansion of activities in<br />

Brazilian Market<br />

We are happy to welcome Carlos Eiffel<br />

Arbex Belem, principle of Ies Brazil<br />

Consultoria, as our Brazilian and South<br />

American representative. Ies Brazil<br />

will be assisted by Patricia Lugao<br />

of Stratalmage in the provision of<br />

technical support and consulting.<br />

New office in Kuala Lumpur,<br />

Malaysia<br />

The office, headed by Dr Mike<br />

Branston, will provide software<br />

sales and service project support to<br />

<strong>NORSAR</strong> Innovation’s clients in the<br />

Asian Pacific Region.<br />

“We are seeing a rapid broadening<br />

of our client base across the world.<br />

With the addition of this office to<br />

our existing representation in Oslo,<br />

Bergen, Houston, Beijing and Rio we<br />

feel we are well positioned to give our<br />

clients the service they have come to<br />

expect from <strong>NORSAR</strong> Innovation.”<br />

New Training Facilities<br />

A new training facility was opened<br />

at our head office in Oslo in the<br />

Autumn of 2008. The opening of this<br />

state of the art facility reaffirms our<br />

commitment to providing our clients<br />

with quality training. See the back<br />

page for details of upcoming courses.<br />

Software Releases<br />

Maintaining our commitment to<br />

provide world class maintenance<br />

and support, we continue to release<br />

regular software updates. We value<br />

our clients feedback and endeavour to<br />

incorporate many of their ideas in this<br />

process. If you would like to contribute,<br />

please contact us. See page 6 for<br />

a review of what has been recently<br />

added to the software.<br />

<strong>NORSAR</strong> Innovation reports<br />

record results for 2008<br />

The board of directors announced in<br />

their annual report for 2008 that the<br />

gross revenue for 2008 increased<br />

by 71% when compared to the same<br />

period in 2007.<br />

<strong>NORSAR</strong> Innovation continues<br />

to grow<br />

As a result of continuing demand for<br />

our software we have added to our<br />

sales team.<br />

Hugo Moen joins us as Sales Manager<br />

for Europe, Africa, Asia and Australia.<br />

(hugo.moen@norsar.com)<br />

Chris Watts joins us as Sales Manager<br />

for North and South America. (chris.<br />

watts@norsar.com)<br />

Integration of Commercial<br />

Services<br />

The commercial services department<br />

has now been fully integrated into<br />

<strong>NORSAR</strong> Innovation. The team looks<br />

forward to working with you to provide<br />

innovative solutions. See opposite<br />

Inversion, the next step for<br />

NSM<br />

Integrating inversion into the SeisRoX<br />

workflow. Watch this space!<br />

Continued sponsorship of some<br />

of the most exciting research<br />

programs around<br />

We pride ourselves on our<br />

commitment to R&D. One aspect of<br />

this is the sponsorship of research<br />

initiatives such as the Edinburgh Time<br />

Lapse Program, the CO2Sink program<br />

at Uppsalla University and the Wave<br />

Inversion Technology Consortium.<br />

More details on page 4


<strong>NORSAR</strong> Innovation releases<br />

advanced seismic simulation<br />

capability for Petrel<br />

The release of our SeisRoX plug-in<br />

gives Petrel* users new functionality and<br />

a level of integration and accuracy not<br />

previously available.<br />

Why include SeisRoX<br />

The key components within SeisRoX are<br />

a) comprehensive rock physics <strong>modelling</strong>,<br />

b) the inclusion of 3D illumination effects<br />

caused by the overburden and survey<br />

geometry, c) rapid simulation of 3D<br />

prestack depth migrated<br />

(PSDM) seismic cubes<br />

using an extremely accurate<br />

PSDM simulator (SimPLI),<br />

which incorporates the<br />

effects of illumination as<br />

well as lateral and vertical<br />

resolution.<br />

The SeisRoX plug-in to Petrel makes<br />

it possible to make a SeisRoX model<br />

directly from a Petrel simulation model,<br />

or a Petrel geo model, and write seismic<br />

data from the SeisRoX <strong>modelling</strong> back to<br />

Petrel.<br />

Illumination and Resolution Effects<br />

The Petrel user can now dramatically<br />

improve their synthetic seismic<br />

simulation by including the illumination<br />

and resolution effects of the overburden<br />

and survey geometry. The process takes<br />

a matter of moments and can be run<br />

from a standard PC or laptop.<br />

*Petrel is a mark of Schlumberger<br />

SeisRoX therefore provides an efficient,<br />

accurate and flexible simulation-toseismic<br />

workflow, truly bridging the gap<br />

between the reservoir and seismic.<br />

4D Analysis with <strong>NORSAR</strong> Seismic<br />

Modelling<br />

One of the many applications is an<br />

improvement in the history matching<br />

process during 4D analyses; by including<br />

the 3D illumination and resolution<br />

effects in the<br />

“The Petrel user<br />

can now dramatically<br />

improve their synthetic<br />

seismic simulation...”<br />

Including Rock Physics<br />

seismic simulation<br />

process you can<br />

ultimately improve<br />

the accuracy of your<br />

reservoir model.<br />

Further to this, the plug in can be used<br />

for the quantifiable evaluation of future<br />

seismic survey designs. Rock physics<br />

analysis can now be included in the<br />

evaluation of multiple acquisition designs<br />

and reservoir scenarios to ensure that<br />

you make the right acquisition decisions<br />

and maximize your ROI.<br />

Commercial<br />

Services<br />

Take a look at your turn<br />

around time. We offer<br />

flexible solutions from a<br />

turn-key illumination project<br />

to the building of models<br />

enabling you to conduct the<br />

geophysical analysis.<br />

Our team of experienced<br />

geophysicists provide a full<br />

range of services using<br />

<strong>NORSAR</strong>-3D, <strong>NORSAR</strong>-2D<br />

and SeisRoX.<br />

<strong>NORSAR</strong> Modelling Services<br />

include a number of tasks,<br />

such as:<br />

• 3D survey planning<br />

• 3D seismic illumination<br />

studies and attribute<br />

mapping<br />

• Simulation of synthetic<br />

seismograms including user<br />

specified multiples and peg<br />

legs<br />

• Building of 1D - 3D rock<br />

models in the reservoir zone<br />

• Pore fluid substitution<br />

using rock models<br />

• Estimating seismic<br />

parameters from rock/fluid<br />

models, including sensitivity<br />

analyses<br />

• Modelling seismic<br />

response for different<br />

reservoir scenarios including<br />

time-lapse feasibility studies<br />

• Target oriented model<br />

based imaging in the<br />

reservoir zone (PSDM)<br />

For more information<br />

services@norsar.com


An Eye on Research<br />

The Wave Inversion Technology<br />

Consortium (WIT) was<br />

established in 1997 with the<br />

goal of developing the most<br />

accurate and efficient target<br />

orientated <strong>modelling</strong> and<br />

imaging via seismic and acoustic<br />

methods. Today it consists of<br />

research teams from Germany,<br />

Brazil, Russia and Norway.<br />

<strong>NORSAR</strong> joined WIT as an<br />

research affiliate in 2007. In<br />

addition to actively participating<br />

in the research topics,<br />

<strong>NORSAR</strong> has donated up to 5<br />

full licenses of the <strong>NORSAR</strong><br />

Seismic Modelling Suite to<br />

the participants in the WIT<br />

Consortium (estimated value<br />

EURO 1,000,000) for use on<br />

research topics in the field of<br />

seismic exploration.<br />

Dr. Tina Kaschwich is <strong>NORSAR</strong>’s<br />

representative within the WIT<br />

consortium.<br />

“The consortium and <strong>NORSAR</strong><br />

have highly complementary<br />

research topics in the field<br />

of seismic exploration. Both<br />

organizations agree to build<br />

an exchange of scientific ideas<br />

and research results applicable<br />

to seismic exploration and<br />

production. This includes the<br />

exchange of scientists as well<br />

as MSc and PhD students, and<br />

the joint supervision of theses.<br />

This collaboration provides an<br />

excellent opportunity to get new<br />

insights and innovative solutions<br />

for the further development of<br />

seismic <strong>modelling</strong> software.”<br />

The University of Hamburg and<br />

<strong>NORSAR</strong> (WIT) have submitted<br />

an abstract to the EAGE subsalt<br />

imaging workshop in Cairo 15th<br />

- 18th November 2009.<br />

Advanced Survey<br />

Evaluation and Design;<br />

the benefit of COIL<br />

Arguably the biggest impact on the<br />

seismic industry in the last decade<br />

has been the advent of innovative<br />

survey acquisition designs to overcome<br />

complex imaging problems.<br />

Integral to the success of these<br />

surveys and the uptake by the industry,<br />

is the advanced survey evaluation<br />

and design (SED) studies that are<br />

conducted initially as proof of concept<br />

but ultimately to address the specific<br />

imaging challenges of an individual<br />

prospect.<br />

To illustrate a typical SED workflow<br />

we have used the <strong>NORSAR</strong> Seismic<br />

Modelling (NSM) software suite to<br />

compare the main marine acquisition<br />

designs available for a marine sub-salt<br />

reservoir. In this example a synthetic<br />

reservoir model was added to the well<br />

known SEG/EAGE salt model.<br />

The primary objectives of this study<br />

were a) to characterize the impact<br />

that the marine survey strategies<br />

have on the illumination of the target<br />

horizon, b) to assess and quantify the<br />

related improvement in seismic data<br />

quality and c) establish the relative ROI<br />

for each design.<br />

Key to the success of this study were<br />

the wavefront construction method<br />

used to trace the rays (the engine<br />

behind all NSM software), the ability to<br />

simulate accurate migration amplitudes<br />

along the target horizon (the SMA<br />

module within <strong>NORSAR</strong>-3D) and the<br />

rapid simulation of 3D PSDM data<br />

cubes at key points within the reservoir<br />

(SeisRoX - a new addition to NSM<br />

software suite).<br />

Illumination from WAZ survey. 4.9<br />

times the cost of NAZ<br />

Illumination from RAZ survey. 9.4<br />

times the cost of NAZ.<br />

Illumination from COIL survey. 3.7<br />

times the cost of NAZ.<br />

Illumination analysis shows the<br />

increased coverage gained by adopting<br />

the COIL approach. Cost analysis<br />

shows the improved ROI in comparison<br />

with the vessel intensive RAZ survey.<br />

The results from this study will be<br />

presented on our booth at all major<br />

exhibitions. Details on page 12.


The survey acquisition strategies<br />

modelled included conventional<br />

narrow azimuth (NAZ), wide azimuth<br />

(WAZ), rich azimuth (RAZ), shooting<br />

in circles (COIL) and ocean bottom<br />

node survey (OBN). Selected results<br />

can be seen opposite.<br />

Unique functionality within NSM<br />

allows the accurate estimation of<br />

migration amplitudes across the<br />

target horizon to aid the decision<br />

process. In addition, we can analyze<br />

the number of reflection points,<br />

reflection angles, aperture size<br />

(CMP-CRP) and recording time when<br />

assessing the relative virtues of the<br />

various survey strategies.<br />

Following the illumination analysis,<br />

the study was extended to include<br />

the resolution of the seismic data<br />

at key points within the reservoir.<br />

This analysis was conducted using<br />

SeisRoX. This new addition to the<br />

NSM software suite efficiently<br />

estimates PSDM seismic amplitudes<br />

without the need to predict and<br />

process synthetic seismic gathers.<br />

The COIL survey shows a dramatic<br />

improvement in the migration<br />

amplitudes across the target<br />

horizon. Looking at the PSDM data<br />

at key points of poor coverage<br />

beneath the salt it can be seen that<br />

the improved azimuthal coverage<br />

afforded by the COIL approach<br />

results in better imaging of the<br />

faults.<br />

As part of the SED, a cost analysis<br />

was performed for each survey,<br />

taking into account the number of<br />

shots in the survey, the number of<br />

vessels, expected infill, line change<br />

duration and technical downtime.<br />

However, we have not considered<br />

mob/de-mob time or any price<br />

uplift associated with proprietary<br />

technology. As can be seen the<br />

COIL technique has significant cost<br />

and imaging benefits over the other<br />

strategies for the given model.<br />

Summary<br />

The survey evaluation and design<br />

(SED) workflow presented takes<br />

advantage of the efficiency and<br />

accuracy of the ray tracing<br />

approach. Advance functionality<br />

within the <strong>NORSAR</strong> Seismic<br />

Modelling software has enabled the<br />

generation of results that provide<br />

diagnostic information needed to<br />

assess the merits of the key marine<br />

survey strategies. Information<br />

such as optimal survey orientation,<br />

amplitude distribution, number of<br />

reflection points and listening time.<br />

In addition, the use of the advanced<br />

PSDM simulator, has extend the<br />

analysis <strong>through</strong> the simulation of<br />

PSDM data at key depth points in a<br />

usable timeframe.<br />

Saudi Aramco and <strong>NORSAR</strong> will be copresenting<br />

a paper detailing a similar<br />

case study from the Red Sea at the<br />

upcoming Subsalt Imaging workshop<br />

in Cairo 15th - 18th November 2009.<br />

Anti-clockwise starting<br />

from top left: a)<br />

Illumination map for<br />

NAZ survey with salt<br />

overlain in grey. Key<br />

points on interest on<br />

the target are labelled.<br />

Equivalent for Coil<br />

survey is shown as<br />

insert. b) Synthetic<br />

reservoir model with<br />

key locations shown.<br />

c) Synthetic PSDM<br />

data generated for<br />

COIL with illumination<br />

vector plots, showing<br />

the azimuth and dips<br />

that can be illuminated<br />

with this survey. d)<br />

the equivalent for the<br />

NAZ survey. Note the<br />

improvement in the<br />

resolution of the faults<br />

in the PSDM data<br />

from the COIL survey.<br />

We can extend our analysis by generating synthetic 3D PSDM data for key points below the salt. Using SeisRoX<br />

we can incorporate the resolution and illumination effects from the overburden and survey and rapidly generate<br />

an accurate 3D PSDM data cube from the reservoir geo/simulation model. Further to this, we can analyze the<br />

illumination vectors to determine which dips and azimuths can be illuminated for this survey/overburden combination.


What is new in <strong>NORSAR</strong><br />

Seismic Modelling?<br />

Free 30 day<br />

software trial<br />

We offer a temporary licence<br />

to enable you to evaluate the<br />

software at your convenience.<br />

Discover the full range of<br />

functionality and ease of<br />

integration by using the test<br />

data and tutorial supplied.<br />

In addition you can run your<br />

current projects <strong>through</strong> the<br />

software with full access<br />

to the <strong>NORSAR</strong> software<br />

support team. This is an ideal<br />

way to assess the potential<br />

improvements that could be<br />

made to your next project.<br />

If you would prefer, we are<br />

happy to give a demonstration<br />

of the software at your<br />

offices.<br />

A review of this year’s major releases<br />

Version 5.3 introduces a new<br />

simplified and user-friendly way of<br />

defining the <strong>modelling</strong> project, new<br />

functionality in the Model Builder and<br />

improved ray code definition in the<br />

Wavefront Tracer. In addition the<br />

Illumination Map module has been<br />

upgraded with improved user interface,<br />

new functionality like attenuation maps<br />

and setup for easier parallelization.<br />

Project definition<br />

• Completely new module<br />

• Easy and user friendly setup<br />

• Preview of grids used as templates<br />

Model Builder<br />

• Load grid directly into the Model<br />

Builder<br />

• New function to remove zerothickness<br />

layers<br />

• Improved block cross-section plots<br />

Wavefront Common Shot Tracer<br />

• Improved user interface for General<br />

Ray Code setup and selection<br />

• Improved default values and warnings<br />

Illumination Map<br />

• Simplified and improved setup<br />

• Improved handling of converted<br />

waves<br />

• Option to include attenuation effects<br />

in the maps<br />

• Option to calculate constant<br />

impedance SMA maps<br />

• Event selection (all, first arrival, most<br />

energetic, shortest ray path)<br />

• Improved recover possibilities<br />

• Automatic splitting of IMG’s into subimgs<br />

to be run in parallel<br />

Illumination Map Utility<br />

• Improved handling of trimesh IMGs<br />

• Option to import external data, for<br />

example noise grids and add to an<br />

IMAP<br />

• Operations between maps on<br />

different IMGs


Version 2.0 sees SeisRoX mature into<br />

a highly advanced seismic <strong>modelling</strong><br />

package. Further integration with<br />

<strong>NORSAR</strong>-3D as part of the <strong>NORSAR</strong><br />

Seismic Modelling software suite provides<br />

additional <strong>modelling</strong> possibilities.<br />

SeisRoX cube models<br />

Extension of the SeisRoX reservoir model<br />

to include cubes as a model element. A<br />

SeisRoX model can consist of a set of<br />

cubes, a set of horizons or both cubes<br />

and horizons, all with property values<br />

attached to each node. This makes it<br />

easy to import and use external cubes<br />

in the SeisRoX <strong>modelling</strong>.<br />

Petrel plug-in<br />

A new plug-in for Petrel makes it possible<br />

to make a SeisRoX model directly from<br />

a Petrel simulation model or a Petrel<br />

geo model and write seismic data from<br />

the SeisRoX <strong>modelling</strong> back to Petrel for<br />

viewing and comparison.<br />

Cube Import<br />

New import function to import property<br />

cubes on SEG-Y format.<br />

Time/Depth functions<br />

Definition of time/depth functions<br />

is extended with an option to use a<br />

P-velocity cube as basis for the function.<br />

Fully integrated time domain<br />

All data elements and SeisRoX models<br />

can be defined and edited both in time<br />

and depth using a time/depth function<br />

transformation.<br />

Fully integrated time domain 3D viewer<br />

All elements can be plotted simultaneously<br />

in both the time viewer and depth viewer.<br />

Well handling<br />

More flexible import of well data and<br />

prediction of new logs based on depth<br />

trends.<br />

Handling of general surveys<br />

All <strong>NORSAR</strong>-3D surveys can now be<br />

sub-selected, plotted and used in the<br />

SeisRoX <strong>modelling</strong>. Sub-selection filtering<br />

based on X-offset and Y-offset is added.<br />

Illumination Vector improvements.<br />

Tighter integration between <strong>NORSAR</strong>-<br />

3D and SeisRoX makes it easier and<br />

more flexible to take into account survey<br />

sub-selection and PSDM filters when<br />

generating the Illumination Vectors. In<br />

addition a new plot option to compare<br />

Illumination Vectors is added.<br />

New SimPLI <strong>modelling</strong> options<br />

New options and improvements in<br />

the SimPLI <strong>modelling</strong> are introduced<br />

to simulate various amplitude effects,<br />

including geometrical spreading and<br />

transmission. In addition when selecting<br />

a pulse, a new option allows to simulate<br />

deconvolution by replacing the spectrum<br />

of the pulse by a white-spectrum.<br />

This release builds on the success of<br />

previous releases. Highlights of which<br />

include;<br />

Wells<br />

LAS format reader included. Prediction<br />

of Vp, Vs and Rho using logged geological<br />

properties and ROCKs.<br />

Rocks<br />

• Pressure correction using exponential<br />

velocity function.<br />

• The solids definition can be edited.<br />

• Import and use of external tabulated<br />

rocks.<br />

Survey<br />

• Sub select a survey based on survey<br />

configuration with filters on parameters<br />

such as indices (shot line, streamer,<br />

etc.), positions, offset, azimuth, etc.<br />

SeisRoX workflow<br />

• Handling of converted-wave ray code<br />

(PS) for homogeneous and layered<br />

background models.<br />

• Improved speed of the illumination<br />

vector generator<br />

• Cross-section plots of cubes<br />

NSM featured<br />

in Nucleus+<br />

PGS has extended the<br />

capabilities and scope of<br />

the Nucleus <strong>modelling</strong><br />

package to a new platform,<br />

known as Nucleus+, whilst<br />

maintaining the link with<br />

<strong>NORSAR</strong> Seismic Modelling<br />

(NSM).<br />

A project-based and project<br />

sharing capability is now<br />

offered, enabling greater<br />

flexibility and easier user<br />

access to libraries of<br />

results and files. A new<br />

tree structure during<br />

parameterization provides<br />

greater interactivity and<br />

the capability to execute<br />

several jobs in a workflow<br />

or batch manner. A “job<br />

builder” enables easier<br />

modification and revision<br />

later during projects.<br />

PGS distributes <strong>NORSAR</strong>-<br />

2D and <strong>NORSAR</strong>-3D as<br />

an integrated part of its<br />

NUCLEUS package<br />

The key values added to<br />

<strong>NORSAR</strong>-3D <strong>through</strong> the<br />

integration with NUCLEUS<br />

are:<br />

• Seismogram generation<br />

with full source-receiver<br />

directivity <strong>through</strong><br />

integration with the<br />

industry standard<br />

marine source <strong>modelling</strong><br />

software.<br />

• Simple, realistic and<br />

flexible acquisition<br />

geometry definition with<br />

the NUCLEUS survey/<br />

vessel concept.


Publications<br />

Resolution and Illumination<br />

analyses in PSDM: A raybased<br />

approach.<br />

Isabelle Lecomte. The Leading<br />

Edge, 2008, pp 650-663.<br />

Closer to real earth in<br />

reservoir characterization:<br />

a 3D isotropic/anisotropic<br />

PSDM simulator.<br />

Isabelle Lecomte and Tina<br />

Kaschwich. Expanded Abstracts,<br />

2008, SEG 78th Annual<br />

Meeting, Las Vegas.<br />

Using a 3D PSDM simulator<br />

to facilitate overburden and<br />

survey consistent <strong>modelling</strong><br />

of the 4D seismic response<br />

in the Norne field offshore<br />

Norway.<br />

Åsmund Drottning and Mike<br />

Branston. Expanded abstracts<br />

PETEX 2008, London.<br />

Image-ray tracing for joint 3D<br />

seismic velocity estimation<br />

and time-to-depth conversion<br />

Einar Iversen and Martin Tygel.<br />

Geophysics, 2008, vol,73. No3<br />

Ray tracing and<br />

inhomogeneous dynamic<br />

ray tracing for anisotropy<br />

specified in curvilinear<br />

coordinates<br />

Einar Iversen and Ivan Psencık,<br />

Geophys. J. Int. 2008, 174,<br />

316-330.<br />

This years key publications<br />

Closer to real earth in reservoir<br />

characterization: a 3D isotropic/<br />

anisotropic PSDM simulator.<br />

Isabelle Lecomte and Tina Kaschwich.<br />

Expanded Abstracts, 2008, SEG 78th<br />

Annual Meeting, Las Vegas<br />

1D convolution has proved to be a<br />

very valuable simulation tool in seismic<br />

exploration for decades. It is easy to<br />

understand and to program (cheap!),<br />

and in-house codes using this principle<br />

are numerous because the method<br />

is fast too. However, the underlying<br />

assumptions are very strong, i.e., a<br />

flat layered earth model. While 1D<br />

convolution uses a 1D time wavelet,<br />

the PSDM simulator is based on 3D<br />

spatial wavelets (PSF) depending on<br />

surveys, 3D models and wave type.<br />

The additional cost is negligible<br />

because the process is FFT-based and<br />

the alternative (<strong>modelling</strong> + processing)<br />

is far too expensive. In addition, the<br />

PSDM simulator can be extended to<br />

more complex background models,<br />

taking into account anisotropy and<br />

soon wave conversion. Various PSDM<br />

effects can also be easily added, as will<br />

be demonstrated, to better reproduce<br />

actual PSDM data. Applications to<br />

seismic inversion are on-going.<br />

“This goes far beyond the<br />

standard 1D poststack timeconvolution<br />

seismic simulators<br />

used in industry, adding proper<br />

3D illumination and resolution<br />

effects, including angledependency<br />

of both reflectivity<br />

and PSF.”<br />

Norne reservoir model courtesy of<br />

StatoilHydro. a) Location of two local<br />

PSDM targets in the reservoir model<br />

(water saturation is used for the color<br />

mapping). The 3D target will be used<br />

here. b) Location and geometry of<br />

the modeled surveys. 2D line (grey<br />

markers): the red square is the first shot<br />

and the blue line shows the streamer.<br />

3D survey (magenta markers): the<br />

magenta square is the first shot and<br />

the green lines show the streamers.<br />

Illumination plots showing both dips and<br />

azimuths of the potentially illuminated<br />

reflectors at the center of the target<br />

for a homogeneous background and<br />

with c) the 2D mono-streamer line,<br />

d) a 2D multi-streamer line (same<br />

multi-streamer configuration as for the<br />

3D survey), and e) the 3D grid with<br />

multistreamer acquisition.


Resolution and Illumination analyses in PSDM: A raybased<br />

approach.<br />

Isabelle Lecomte. The Leading Edge, 2008, pp 650-<br />

663.<br />

Ray-based approaches allow an efficient and flexible<br />

calculation of illumination vectors (difference of two local<br />

slowness vectors) at any image point in an imaging<br />

target, as a function of the survey, background velocity<br />

model, pulse, and wave phases. This can be done in<br />

isotropic and anisotropic media in complex background<br />

models, and wave conversion can be included. The<br />

illumination vector alone gives fundamental information<br />

in terms of dip and azimuth of potentially illuminated<br />

reflectors (the actual reflectors are not known). Each<br />

illumination vector corresponds to one potentially<br />

illuminated reflector: the one perpendicular to the<br />

illumination vector (Snell’s law). However, it is possible to<br />

go much further by introducing a frequency dependency<br />

to form the scattering wavenumber vectors. A mapping<br />

of the latter in the wavenumber domain will give the<br />

point-scatterer function (PSF), hence resolution of<br />

the PSDM system, after taking a Fourier transform<br />

“The workflow presented here has<br />

shown that more realistic 4D signals are<br />

obtained from the PSDM simulator compared<br />

to the 1D approximation”.<br />

to get back to the depth domain. This approach is<br />

data-independent, i.e., the illumination and resolution<br />

capabilities of a given combination of survey, model,<br />

pulse, and wave types can be calculated prior to any<br />

PSDM migration of actual data. Considering reflectors<br />

as sets of point scatterers acting as secondary sources<br />

in reflection seismic (Huygens’ principle), and knowing<br />

<strong>through</strong> the PSF (space-domain) or their corresponding<br />

scattering-wavenumber filters (wavenumber domain)<br />

how a point scatterer is imaged in PSDM, an efficient<br />

PSDM simulator has been developed. It works as a 3D<br />

prestack space-convolution method applying calculated<br />

3D PSFs to 3D reflectivity cubes (FFT-based imageprocessing<br />

approach). This goes far beyond the standard<br />

1D poststack time-convolution seismic simulators used<br />

in industry, adding proper 3D illumination and resolution<br />

effects, including angle-dependency of both reflectivity<br />

and PSF. Though key approximations are done here,<br />

such as the local plane-wavefront approximation in the<br />

calculation of the PSFs, and the use of the same PSFs<br />

for a size-limited reflectivity cube (target-oriented local<br />

imaging), extensions are possible. The first consists<br />

of considering curvature parameters calculated by ray<br />

tracing to extend the plane-wave approximation to higherorder<br />

approximations. The second consists of a spacedependent<br />

convolution where the PSFs are precalculated<br />

at the nodes of a cube and interpolated to get a better<br />

PSF estimate for each image point. However, the<br />

space-variant convolution is more time-consuming and<br />

an alternative is to use the actual local process in an<br />

iterative mode for several local adjacent targets, merging<br />

all resulting PSDM cubes at the end. Such a process<br />

is easy to parallelize on a multinode machine or on a<br />

cluster of computers. The actual version of the PSDM<br />

simulator is working in a “true-amplitude” mode, i.e., all<br />

scattering wavenumber vectors are attached with the<br />

same weight when mapping in the wavenumber domain.<br />

However, it is easy to consider other parameters<br />

calculated by ray tracing, such as traveltime, amplitude,<br />

attenuation, polarization, etc., to modify these weights<br />

and thus introduce various effects on the simulated<br />

PSDM results. These could be amplitude effects<br />

(especially to study some ad hoc corrections functions<br />

of traveltime), directivity pattern for both source and<br />

receiver, attenuation in the background model, and<br />

decomposition of the wavefield for multicomponent<br />

receivers (polarization needed).<br />

Using a 3D PSDM simulator to facilitate overburden<br />

and survey consistent <strong>modelling</strong> of the 4D seismic<br />

response in the Norne field offshore Norway.<br />

Åsmund Drottning and Mike Branston. Expanded abstracts<br />

PETEX 2008, London.<br />

An overburden and survey consistent PSDM simulator is<br />

proven to be a valuable tool for calculating the synthetic<br />

seismic response from complex reservoir geometries.<br />

Using real data taken from the Norne field we have shown<br />

that the SimPLI approach, where PSDM seismic amplitudes<br />

that include 2D / 3D illumination and resolution effects<br />

are used, is superior to a 1D approach where illumination<br />

and resolution constraints are ignored. What is more, the<br />

methodology behind SimPLI and the implementation of the<br />

technology means that the rapid evaluation of different<br />

survey configurations can be easily achieved. The workflow<br />

presented here has shown that more realistic 4D signals<br />

are obtained from the PSDM simulator compared to the<br />

1D approximation. This is so even in the Norne case with<br />

its geologically simple overburden. It is right to assume<br />

that as the overburden increases in complexity, the<br />

value of a survey and overburden consistent <strong>modelling</strong><br />

technique also increases. As the SimPLI method includes<br />

the resolution and illumination of the overburden it can<br />

provide more accurate seismic simulations thus leading<br />

to the generation of a better history match within the<br />

reservoir model.


Helping the next<br />

generation of<br />

geophysicists<br />

In 2008 <strong>NORSAR</strong> Innovation<br />

increased its cooperation with<br />

academic institutions in Norway<br />

by donating software licenses<br />

and courses worth about Euro 4<br />

Mil. to universities in Norway.<br />

“It is important for a Norwegian<br />

research institute to have a<br />

close and fruitful cooperation<br />

with academia, as we are in<br />

between academia and the<br />

industry” - Principal Researcher.<br />

“The oil industry, a main<br />

employer of new students in<br />

geophysics, will benefit from this<br />

in the end. It is surprising to see<br />

that while we are strengthening<br />

our support of education and<br />

research, major oil companies<br />

operating in Norway have cut<br />

back on their financial support<br />

of research in the Norwegian<br />

institute sector” - Anders Dahle<br />

Next Generation Oil and Gas<br />

magazine ask <strong>NORSAR</strong> about the<br />

future of Seismic Modelling<br />

“The ambition behind this project was<br />

to use our seismic <strong>modelling</strong> expertise to<br />

improve on the standard 1D convolution<br />

technique”.<br />

Q. How are companies using 3D<br />

seismic data to improve reservoir<br />

<strong>modelling</strong> techniques?<br />

AD. In recent years, increased<br />

emphasis has been placed on the<br />

use of sophisticated 3D Earth models<br />

in the decision process of the E&P<br />

cycle. However, the generation of<br />

such models relies heavily on well<br />

data which will always be limited by<br />

its inherent lack of spatial coverage.<br />

Therefore, the integration of 3D<br />

seismic data into the model to obtain<br />

a more accurate representation of the<br />

reservoir properties between the wells<br />

will remain a key challenge.<br />

The development and application of<br />

geostatistical methods in this area has<br />

improved the interpolation of reservoir<br />

properties between the wells but the<br />

need to QC the model <strong>through</strong> the<br />

simulation of synthetic seismic will<br />

remain a key aspect of the quality<br />

assurance process. It is therefore<br />

vital that the simulation of synthetic<br />

seismic from the reservoir model is as<br />

realistic as possible as in the majority<br />

of scenarios this simulated seismic<br />

data is compared directly with the<br />

acquired surface seismic. Improving<br />

the accuracy of the seismic simulation<br />

therefore has direct results on<br />

improving the validity of your model.<br />

Q. 3D seismic data gathering and<br />

<strong>modelling</strong> can be expensive. How<br />

can intelligent analysis make sure<br />

that you get the most out of this<br />

resource?<br />

AD. The current cost of seismic<br />

acquisition certainly justifies the<br />

expense of routinely using seismic<br />

<strong>modelling</strong> to ensure the quality of the<br />

end product. Using seismic <strong>modelling</strong><br />

to assess how the source and receiver<br />

configuration, azimuth contribution and<br />

known overburden is going to affect<br />

the overall quality of the seismic image,<br />

can help optimize the survey and<br />

avoid poor illumination issues and the<br />

additional expenses of re-shooting with<br />

revised survey parameters or indeed<br />

making poor decisions on incomplete<br />

data.


Really it is a way of accurately<br />

determining the value of the seismic<br />

survey before it is shot and is an<br />

effective way of reducing risk.<br />

Q. What are the on-going challenges<br />

for creating 3D <strong>modelling</strong>? How can<br />

technology solve these problems?<br />

AD. The development and integration of<br />

rock physics has gone a long way towards<br />

representing data in the formats required<br />

to move from the geological domain<br />

<strong>through</strong> the elastic domain and into<br />

the reflectivity domain. However,<br />

to date, the seismic simulators<br />

used at the end of this process<br />

are limiting the effectiveness of the<br />

3D Earth models in the E&P cycle<br />

because they are based around 1D<br />

convolution methods which do not<br />

take into consideration the effects<br />

of illumination and resolution caused<br />

by the survey and overburden.<br />

At <strong>NORSAR</strong> we believe that the inclusion<br />

of 3D illumination and resolution effects<br />

in synthetic seismic is vital for the<br />

accurate understanding of the reservoir.<br />

To achieve this we have developed a<br />

seismic simulator which is able to rapidly<br />

simulate local prestack depth migrated<br />

data that incorporates the 3D effect<br />

of overburden illumination as well as<br />

lateral and vertical resolution. This new<br />

technology is called SimPLI (simulated<br />

prestack local imaging) and has been<br />

built into a new software program,<br />

SeisRoX, which integrates this with<br />

comprehensive rock physics <strong>modelling</strong>.<br />

Q. How are your products and services<br />

assisting clients to create accurate<br />

and reliable models?<br />

AD. <strong>NORSAR</strong> is renowned for its Ray<br />

Tracing software. This has been primarily<br />

used for seismic <strong>modelling</strong> such as<br />

survey design, calculation of travel<br />

times and the generation of synthetic<br />

seismograms. However, with the launch<br />

of our new seismic simulator we are in<br />

an ideal place to bridge the gap between<br />

seismic and the reservoir. The ambition<br />

behind this project was to use our<br />

seismic <strong>modelling</strong> expertise to improve on<br />

the standard 1D convolution technique.<br />

While 1D convolution ignores survey and<br />

overburden effects and hence assumes<br />

perfect illumination at the reservoir level,<br />

<strong>NORSAR</strong> software takes into account<br />

the overburden and survey effects which<br />

affect the seismic energy while it travels<br />

to and from the reservoir. As a result,<br />

we can accurately reproduce the lateral<br />

and vertical resolution effects seen in<br />

the acquired seismic. What is more, it<br />

“...we believe that the<br />

inclusion of 3D illumination<br />

and resolution effects in<br />

synthetic seismic is vital for<br />

the accurate understanding of<br />

the reservoir.”.<br />

is truly 3D giving a much better match<br />

to the real seismic data.<br />

Our technology provides a rapid,<br />

integrated <strong>modelling</strong> solution which<br />

allows the reservoir modeller to better<br />

simulate synthetic seismic from their<br />

model and thus improve the accuracy<br />

and reliability of that model. Not only<br />

does this impact decisions on the validity<br />

of the model but <strong>through</strong> the integration<br />

of the survey and overburden, the<br />

modeler can determine the value of<br />

future seismic surveys.<br />

About Anders Dahle<br />

Anders Dahle has been involved<br />

with <strong>NORSAR</strong> since he joined as a<br />

research assistant in 1972 as part<br />

of his MSc thesis. In 1975 he left to<br />

work for AS Geoteam but returned<br />

in 1985 and has been at <strong>NORSAR</strong><br />

ever since. Appointed as Managing<br />

Director of the research institute in<br />

1999, Anders has over 37 years of<br />

experience in the seismic industry.<br />

A New Director<br />

On the 1st Jan 2009,<br />

Anders Dahle stepped<br />

down as Managing Director<br />

of <strong>NORSAR</strong> Innovation<br />

AS to be replaced by<br />

Åsmund Drottning.<br />

Anders was integral to the<br />

commercialization of <strong>NORSAR</strong><br />

software during his role as<br />

<strong>NORSAR</strong> Managing Director.<br />

It was under his tenure that<br />

the commercial daughter<br />

company, <strong>NORSAR</strong> Innovation<br />

AS (NIAS), was established in<br />

2005.<br />

When asked about his<br />

successor Anders was full of<br />

praise.<br />

“I feel Åsmund brings a<br />

great deal to the role of<br />

Managing Director of NIAS.<br />

He has a wide background<br />

in both seismic <strong>modelling</strong><br />

research and applied seismic<br />

<strong>modelling</strong>. In addition, he is<br />

a specialist in rock physics<br />

<strong>modelling</strong> which is important<br />

for the development of<br />

<strong>NORSAR</strong> seismic <strong>modelling</strong><br />

software.<br />

His experience in running<br />

both research and service<br />

projects and his knowledge<br />

of the oil and gas industry<br />

mark him out as a natural<br />

successor and I am sure<br />

that with these qualities the<br />

continued success of NIAS<br />

will be assured.”<br />

Anders moves on to become<br />

CEO of <strong>NORSAR</strong> and will<br />

continue to be involved with<br />

the commercial operations<br />

<strong>through</strong> his role as Chairman<br />

of the NIAS board.


User Meeting<br />

Your feedback counts.<br />

We pride ourselves on our<br />

research and development. We<br />

think it is important to keep our<br />

software dynamic such that it<br />

continues to evolve to meet the<br />

ever changing demands of our<br />

industry. We achieve this <strong>through</strong><br />

our internationally recognized<br />

research department, input<br />

from our commercial services<br />

department and most importantly,<br />

feedback from the largest user<br />

group, our clients.<br />

We are incredibly proud of the<br />

strong, personal relationships<br />

that we have developed over the<br />

years and the innovative software<br />

solutions that this has lead to.<br />

This coming fall we will be holding<br />

a user meeting at our main office<br />

in Kjeller, Norway. We see this as<br />

an opportunity for our clients to<br />

learn how other users are applying<br />

the software, find out what will be<br />

released in the short term and<br />

influence the direction the software<br />

will take in the mid to long term. If<br />

you would like to be involved please<br />

get in touch for details of dates<br />

and venue.<br />

sales@norsar.com<br />

www.norsar.com<br />

Training and Development<br />

These courses are suitable for both the new user and users with moderate<br />

experience who are looking to broaden their understanding and improve the<br />

efficiency of their current usage. The courses are held in Oslo or Houston.<br />

Introductory courses<br />

Practical training in <strong>NORSAR</strong>-2D,<strong>NORSAR</strong>-3D and<br />

SeisRoX.<br />

The courses are designed to give attendees a practical understanding of<br />

the functionality of the software. In addition emphasis is placed on practical<br />

exercises and problem solving with help and guidance from our experts.<br />

Private Courses<br />

If you are more than 4 in a group or if you prefer to attend a course at your<br />

own facilities ask for private onsite training courses tailored to your needs.<br />

Intermediate and Modular Courses<br />

This course is an extension of the <strong>NORSAR</strong>-3D introductory course. The main<br />

motivation for developing this course was...<br />

• to provide a way to repeat some key tasks<br />

• to bridge the gap between a controlled training situation with nicely<br />

prepared data and the advanced requirements for a real-life project<br />

• to gain in-depth understanding of pre-processing and <strong>modelling</strong> parameters<br />

and to learn how to tune them<br />

• to learn about potential pitfalls and possible workarounds<br />

It is for users who wish to have better control of work flows or attendees of the<br />

introductory course who want to rise rapidly to a commercial project standard.<br />

On the Road<br />

Held in our new,<br />

state of the art<br />

training facility.<br />

We will continue be present at the major exhibitions across the world. Join us<br />

to find out about new releases as well as what is in the research pipeline. In<br />

addition, join us for case study presentations and one to one trouble shooting<br />

sessions.<br />

Join us at:<br />

• SBGf 2009 Salvador 24th - 28th August<br />

• SEG 2009 Houston 25th - 30th October<br />

• EAGE Subsalt Imaging Workshop Cairo 15th - 18th November<br />

• GEO2010 Bahrain 7th - 10th March<br />

• EAGE 2010 Barcelona 14th - 17th June<br />

• SEG 2010 Denver 17th - 22nd October<br />

• PETEX 2010 London 23rd - 25th November

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