Pernah membuat attribute maps ....  the next or beyond structure.?

Buanyak sekali attribute map yg dapat dibuat, tetapi untuk apa. Apa
artinya terhadap interpretasi geologi, reservoir, fluid atau .....
noise .?

Dibawah ada nasehat dari Alistair Brown ttg pemanfaatan attribute dan
interpretasi data 3D.

Hef e nais dey

RDP
======================================

The Geophysical Corner is a regular column in the EXPLORER, edited --
and this month written -- by Dallas consulting reservoir geophysicist
Alistair R. Brown.

As a consultant I am often in a position to review seismic
interpretations by others. It allows me time to reflect on how
geoscientists can improve interpretations and avoid pitfalls.

I was invited to listen to a presentation on seismic attributes and my
opinion was sought. We were shown a map of Attribute no. 1, then we
were shown a map of Attribute no. 2, then we were shown a map of
Attribute no. 3.

At this point I interjected: "What is the objective of this study, and
how do these maps relate to that objective?"

"I am gathering all the evidence for the study of this reservoir," was
the response.

We were then shown Attribute no. 4, Attribute no. 5, Attribute no. 6.

I could not contain myself any longer: "Could you please explain how
you selected these particular attributes?"

"Oh, they are all very important attributes."

We were shown Attribute no. 7, Attribute no. 8, Attribute no. 9 ...

He was selecting these attributes because they existed on his
workstation. Sadly, too many workstation users today are button
pushers seeking the silver bullet rather than analytical thinkers
using the workstation as a tool.

Workstations are magnificent tools, but the answers are still to be
found in "the minds of men."

How many of us realize that the precision of machine autotrackers is
typically around one-quarter of a millisecond? In good data this
precision represents geology and must be exploited. Thus autotrackers
are indispensable tools of modern interpretation. Derivatives of
autotracked time maps, such as residual, dip and azimuth can yield
vital structural detail not visible in any other way.

Horizon amplitude versus windowed amplitude is another common pitfall.
Windowed amplitude is more modern, but this doesn't mean that we use
it to the exclusion of horizon amplitude that has been available for
20 years.

RMS (root mean square) amplitude seems to be the most popular type of
windowed amplitude. This has splendid application for various
reconnaissance endeavors. Figure 1 shows RMS amplitude over a 500 ms
window revealing many small bright spots in the Frio Formation of
south Texas. The squaring of the amplitude values within the window
gives the high amplitudes maximum opportunity to stand out above the
background contamination.

Horizon amplitude (figure 2), extracted along the high precision
autotrack, is much better for studying a single reservoir. Horizon
amplitude suffers no contamination but requires that the horizon has
been correctly identified and tracked. Horizon slices thus remain the
best amplitude displays for selecting the optimum drilling location or
measuring the area of a reservoir.

Data phase and polarity critically determine seismic character " and
character is more important than amplitude in identifying
hydrocarbons. Character is key in making an effective well tie and
thus correctly identifying seismic horizons.

So why do interpreters not think more deeply about phase and polarity?

I believe that every seismic interpreter, with an objective beyond
structure, has the responsibility to determine or verify the phase and
polarity of his or her data. Many dry holes have been drilled by those
who failed to do so!

Figure 3 shows a good well and a dry hole both penetrating high
amplitudes. This data is American polarity, so red-over-blue
(trough-over-peak) is the character of low impedance prospective sand.
We should have been able to recognize that the blue-over-red amplitude
was a poor prospect.

Seismic data can contain defects caused by the acquisition and
processing, and interpreters must attempt to understand these.
Amplitude is full of geologic information, so amplitude must be
preserved as thoroughly as possible in data processing.

The presence of surface obstacles or the lack of access (no permit)
causes reduced and variable seismic coverage. This tends to be the
principal acquisition"induced problem facing interpreters of land
surveys. Amplitude changes and pseudo-faults can both result from this
type of defect.

Recommendations to help today's interpreter get more geology out of
3-D seismic data in a reasonable period of time are outlined below.
These will also help avoid common interpretation pitfalls. Seismic
interpretation today involves a delicate balance between geophysics,
geology and computer science. As interpreters we must be continuously
learning to improve our understanding of geophysics and our skills in
using the workstation.

Expect detailed subsurface information. 
- Don't rely on the workstation to find the answer. 
- Use all the data. 
- Understand the data and appreciate its defects. 
- Use time (or depth) slices/horizontal sections. 
- Visualize subsurface structure. 
- Use machine autotracking and snapping. 
- Select the color scheme with care. 
- Question data phase and polarity. 
- Tie seismic data to well data on character. 
- Try to believe seismic amplitude. 
- Understand the seismic attributes you use. 
- Prefer horizon attributes to windowed attributes. 
- Use techniques that maximize signal-to-noise ratio. 

-- 
my blog :
http://putrohari.tripod.com/Putrohari/

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