American Oil and Gas Reporter - January 2012 - 139

Tech Trends 2012
the absence of rich contextual data such
as 3-D seismic, the overall acoustic response
to the frac is often "shrink wrapped" interpretatively as a proxy for the stimulated
reservoir volume.
However, this interpretive quantification
does not always correlate well with production performance. It turns out that in
some cases, significant amounts of the
acoustic energy created by pressure pumping are the result of repeatedly releasing
stress along a pre-existing fault. In such
cases, the abundance of microseismic
hypocenters likely does not indicate a
successful stimulation of reservoir rock.
For example, a relatively poor performing well (based on maximum monthly
production) was selected from an Eagle
Ford study where seismic and microseismic data were analyzed jointly. The signature of faulting was clearly evident
from curvature analysis of the base Eagle
Ford close to the horizontal well. It was
noted that the hypocenter events viewed
in isolation exhibited significant acoustic
emissions all along the well bore, suggesting a uniform and successful frac application.
However, integrated analysis of key seismic attributes with the microseismic data
suggested a different outcome (Figure 5B).
Where the frac intersected zones of
high azimuthal anisotropy (an open fracture
proxy), many hypocenters were observed,
suggesting induced fractures connecting
with a natural fracture network. However,
toward the toe, where the well crossed a
large fault, it appears the abundance of

hypocenters may be a product of stress
released along the fault. In that scenario,
the frac may not have stimulated significant
hydrocarbon production from the nearby
formation, and the fault may also have
acted as a thief zone for the frac fluid.
Changing The Game
Although incorporating 3-D seismic
data into the shale exploitation workflow
is having an impact on the activities described, the new availability of high quality
seismic has yet to dramatically alter the
way engineers manage shale field development.
Many integrated studies have provided
useful insight into the heterogeneity of
shale reservoirs and suggest interesting relationships to observed well performance.
However, without demonstrating a more
direct relationship of the rock and geomechanical properties to drilling and completions engineering data, the ability to employ
integrated information to predict well and
reservoir performance is still lacking.
But adapting multivariate statistics
techniques to more effectively combine
the myriad seismic, petrophysical and
engineering attributes now available is
changing the game, and is capturing the
attention of the engineers.
To highlight the predictive capacity
of this technique for well performance,
Global Geophysical undertook a 50,000acre study within its Eagle Ford Basin 3D library. The goal was to more directly
inform drilling and completion decisions
by deriving a single predictive model

FIGURE 5A
Eagle Ford Integrated 3-D Seismic, Spectral
Decomposition and Microseismic

from a nonlinear combination of seismic
and engineering variables.
Production and engineering data were
loaded for a dozen wells within this area.
Maximum monthly production was chosen
as an appropriate measure of comparative
well performance. Engineering variables
such as length of the horizontal wells,
lateral depth, and lateral azimuth were
loaded into the software, along with approximately 40 seismic attributes at the
Eagle Ford level, ranging from simple
post-stack measurements such as spectral
decompositions, amplitude and phase derivatives to surface curvature and incoherence. Importantly, specialized prestack
attributes such as Young's Modulus, azimuthal anisotropy, and others were incorporated as well.
Linear correlations computed for all
the seismic and engineering attributes as
well as maximum monthly production
were used to screen for the best relationships,
and a handful of variables that had notably
higher values were selected to build a
small portfolio of indicators to drive the
multivariate statistics workflow. As expected,
none of the linear correlations was much
above 0.60, so clearly there was no "magic
bullet" attribute in this case.
Predictive Attribute
We selected five variables: well bore
length, Young's Modulus (brittleness),
azimuthal anisotropy (open fracture proxy),
and both 10-hertz and 32-hz spectral decomposition. While it makes intuitive
sense that longer well bores provide more

FIGURE 5B
Contextual Map of Microseismic Response
and Azimuthal Anisotropy

In-line
Fewer, weaker
microseismic
events in low
anisotropy area

Approximate trace of
fault on Buda horizon

Microseismic event cluster in
high anisotropy area

Microseismic event cluster near fault,
even though anisotropy is low

JANUARY 2012 139



American Oil and Gas Reporter - January 2012

Table of Contents for the Digital Edition of American Oil and Gas Reporter - January 2012

The American Oil and Gas Reporter - January 2012
Contents
Reports
Calendar
Oil & Gas Counts
State Legislative
Industry Digest
Tech Connections
Washington Watch
Federal Legislation
EPA
Gulf of Mexico
Resource Plays Providing Wealth of Opportunities
Tight Plays Poised to Transform U.S. Crude Supply
El Paso Project Optimizes Eagle Ford Completion Design
Real-Time Forward Modeling Improves Bakken Horizontals
Cover Story
Financial Firms Expand Oil and Gas Divisions
Multicomponent 3-D Poised for Growth in Shale Plays
Cloud Computing Driving Business Step Changes
Advanced Attributes Improve 3-D Interpretation
3-D Data Improve Knowledge of Shale Heterogeneity
HBUR RSS Solves Granite Wash Drilling Challenges
Technologies Improve Production Consistency in Resource Plays
SaaS Helps Operator Streamline Data Management
Automation Enhances Operations in Challenging Applications
Dispersant Chemistry Combats Plugging in Low-Gravity Oil Wells
New Technologies Optimize Production
PIOGA
Drilling Regs
IOGAWV
The Presidential Papers
Energy Education
Conventions
Shale Gas
New Lits & Products
Computer Currents
Industry Focus
Classified Advertising
Advertisers Index
American Oil and Gas Reporter - January 2012 - The American Oil and Gas Reporter - January 2012
American Oil and Gas Reporter - January 2012 - 2
American Oil and Gas Reporter - January 2012 - 3
American Oil and Gas Reporter - January 2012 - 4
American Oil and Gas Reporter - January 2012 - Contents
American Oil and Gas Reporter - January 2012 - Reports
American Oil and Gas Reporter - January 2012 - 7
American Oil and Gas Reporter - January 2012 - 8
American Oil and Gas Reporter - January 2012 - 9
American Oil and Gas Reporter - January 2012 - Calendar
American Oil and Gas Reporter - January 2012 - 11
American Oil and Gas Reporter - January 2012 - 12
American Oil and Gas Reporter - January 2012 - 13
American Oil and Gas Reporter - January 2012 - Oil & Gas Counts
American Oil and Gas Reporter - January 2012 - 15
American Oil and Gas Reporter - January 2012 - Industry Digest
American Oil and Gas Reporter - January 2012 - 17
American Oil and Gas Reporter - January 2012 - 18
American Oil and Gas Reporter - January 2012 - 19
American Oil and Gas Reporter - January 2012 - 20
American Oil and Gas Reporter - January 2012 - 21
American Oil and Gas Reporter - January 2012 - 22
American Oil and Gas Reporter - January 2012 - 23
American Oil and Gas Reporter - January 2012 - 24
American Oil and Gas Reporter - January 2012 - Tech Connections
American Oil and Gas Reporter - January 2012 - 26
American Oil and Gas Reporter - January 2012 - Washington Watch
American Oil and Gas Reporter - January 2012 - Federal Legislation
American Oil and Gas Reporter - January 2012 - 29
American Oil and Gas Reporter - January 2012 - 30
American Oil and Gas Reporter - January 2012 - 31
American Oil and Gas Reporter - January 2012 - 32
American Oil and Gas Reporter - January 2012 - 33
American Oil and Gas Reporter - January 2012 - 34
American Oil and Gas Reporter - January 2012 - 35
American Oil and Gas Reporter - January 2012 - EPA
American Oil and Gas Reporter - January 2012 - 37
American Oil and Gas Reporter - January 2012 - 38
American Oil and Gas Reporter - January 2012 - 39
American Oil and Gas Reporter - January 2012 - 40
American Oil and Gas Reporter - January 2012 - 41
American Oil and Gas Reporter - January 2012 - Gulf of Mexico
American Oil and Gas Reporter - January 2012 - 43
American Oil and Gas Reporter - January 2012 - 44
American Oil and Gas Reporter - January 2012 - 45
American Oil and Gas Reporter - January 2012 - 46
American Oil and Gas Reporter - January 2012 - 47
American Oil and Gas Reporter - January 2012 - Resource Plays Providing Wealth of Opportunities
American Oil and Gas Reporter - January 2012 - 49
American Oil and Gas Reporter - January 2012 - 50
American Oil and Gas Reporter - January 2012 - 51
American Oil and Gas Reporter - January 2012 - 52
American Oil and Gas Reporter - January 2012 - 53
American Oil and Gas Reporter - January 2012 - 54
American Oil and Gas Reporter - January 2012 - 55
American Oil and Gas Reporter - January 2012 - 56
American Oil and Gas Reporter - January 2012 - 57
American Oil and Gas Reporter - January 2012 - 58
American Oil and Gas Reporter - January 2012 - 59
American Oil and Gas Reporter - January 2012 - 60
American Oil and Gas Reporter - January 2012 - 61
American Oil and Gas Reporter - January 2012 - Tight Plays Poised to Transform U.S. Crude Supply
American Oil and Gas Reporter - January 2012 - 63
American Oil and Gas Reporter - January 2012 - 64
American Oil and Gas Reporter - January 2012 - 65
American Oil and Gas Reporter - January 2012 - 66
American Oil and Gas Reporter - January 2012 - 67
American Oil and Gas Reporter - January 2012 - 68
American Oil and Gas Reporter - January 2012 - 69
American Oil and Gas Reporter - January 2012 - 70
American Oil and Gas Reporter - January 2012 - 71
American Oil and Gas Reporter - January 2012 - 72
American Oil and Gas Reporter - January 2012 - 73
American Oil and Gas Reporter - January 2012 - 74
American Oil and Gas Reporter - January 2012 - 75
American Oil and Gas Reporter - January 2012 - 76
American Oil and Gas Reporter - January 2012 - El Paso Project Optimizes Eagle Ford Completion Design
American Oil and Gas Reporter - January 2012 - 78
American Oil and Gas Reporter - January 2012 - 79
American Oil and Gas Reporter - January 2012 - 80
American Oil and Gas Reporter - January 2012 - 81
American Oil and Gas Reporter - January 2012 - 82
American Oil and Gas Reporter - January 2012 - 83
American Oil and Gas Reporter - January 2012 - 84
American Oil and Gas Reporter - January 2012 - 85
American Oil and Gas Reporter - January 2012 - 86
American Oil and Gas Reporter - January 2012 - Real-Time Forward Modeling Improves Bakken Horizontals
American Oil and Gas Reporter - January 2012 - 88
American Oil and Gas Reporter - January 2012 - 89
American Oil and Gas Reporter - January 2012 - 90
American Oil and Gas Reporter - January 2012 - 91
American Oil and Gas Reporter - January 2012 - 92
American Oil and Gas Reporter - January 2012 - 93
American Oil and Gas Reporter - January 2012 - Cover Story
American Oil and Gas Reporter - January 2012 - 95
American Oil and Gas Reporter - January 2012 - 96
American Oil and Gas Reporter - January 2012 - 97
American Oil and Gas Reporter - January 2012 - 98
American Oil and Gas Reporter - January 2012 - 99
American Oil and Gas Reporter - January 2012 - 100
American Oil and Gas Reporter - January 2012 - 101
American Oil and Gas Reporter - January 2012 - 102
American Oil and Gas Reporter - January 2012 - Financial Firms Expand Oil and Gas Divisions
American Oil and Gas Reporter - January 2012 - 104
American Oil and Gas Reporter - January 2012 - 105
American Oil and Gas Reporter - January 2012 - 106
American Oil and Gas Reporter - January 2012 - 107
American Oil and Gas Reporter - January 2012 - 108
American Oil and Gas Reporter - January 2012 - 109
American Oil and Gas Reporter - January 2012 - Multicomponent 3-D Poised for Growth in Shale Plays
American Oil and Gas Reporter - January 2012 - 111
American Oil and Gas Reporter - January 2012 - 112
American Oil and Gas Reporter - January 2012 - 113
American Oil and Gas Reporter - January 2012 - 114
American Oil and Gas Reporter - January 2012 - 115
American Oil and Gas Reporter - January 2012 - 116
American Oil and Gas Reporter - January 2012 - 117
American Oil and Gas Reporter - January 2012 - 118
American Oil and Gas Reporter - January 2012 - Cloud Computing Driving Business Step Changes
American Oil and Gas Reporter - January 2012 - 120
American Oil and Gas Reporter - January 2012 - 121
American Oil and Gas Reporter - January 2012 - 122
American Oil and Gas Reporter - January 2012 - 123
American Oil and Gas Reporter - January 2012 - 124
American Oil and Gas Reporter - January 2012 - 125
American Oil and Gas Reporter - January 2012 - Advanced Attributes Improve 3-D Interpretation
American Oil and Gas Reporter - January 2012 - 127
American Oil and Gas Reporter - January 2012 - 128
American Oil and Gas Reporter - January 2012 - 129
American Oil and Gas Reporter - January 2012 - 130
American Oil and Gas Reporter - January 2012 - 131
American Oil and Gas Reporter - January 2012 - 132
American Oil and Gas Reporter - January 2012 - 133
American Oil and Gas Reporter - January 2012 - 134
American Oil and Gas Reporter - January 2012 - 3-D Data Improve Knowledge of Shale Heterogeneity
American Oil and Gas Reporter - January 2012 - 136
American Oil and Gas Reporter - January 2012 - 137
American Oil and Gas Reporter - January 2012 - 138
American Oil and Gas Reporter - January 2012 - 139
American Oil and Gas Reporter - January 2012 - 140
American Oil and Gas Reporter - January 2012 - 141
American Oil and Gas Reporter - January 2012 - 142
American Oil and Gas Reporter - January 2012 - HBUR RSS Solves Granite Wash Drilling Challenges
American Oil and Gas Reporter - January 2012 - 144
American Oil and Gas Reporter - January 2012 - 145
American Oil and Gas Reporter - January 2012 - 146
American Oil and Gas Reporter - January 2012 - 147
American Oil and Gas Reporter - January 2012 - 148
American Oil and Gas Reporter - January 2012 - 149
American Oil and Gas Reporter - January 2012 - 150
American Oil and Gas Reporter - January 2012 - Technologies Improve Production Consistency in Resource Plays
American Oil and Gas Reporter - January 2012 - 152
American Oil and Gas Reporter - January 2012 - 153
American Oil and Gas Reporter - January 2012 - 154
American Oil and Gas Reporter - January 2012 - 155
American Oil and Gas Reporter - January 2012 - 156
American Oil and Gas Reporter - January 2012 - 157
American Oil and Gas Reporter - January 2012 - 158
American Oil and Gas Reporter - January 2012 - 159
American Oil and Gas Reporter - January 2012 - 160
American Oil and Gas Reporter - January 2012 - SaaS Helps Operator Streamline Data Management
American Oil and Gas Reporter - January 2012 - 162
American Oil and Gas Reporter - January 2012 - 163
American Oil and Gas Reporter - January 2012 - 164
American Oil and Gas Reporter - January 2012 - 165
American Oil and Gas Reporter - January 2012 - Automation Enhances Operations in Challenging Applications
American Oil and Gas Reporter - January 2012 - 167
American Oil and Gas Reporter - January 2012 - 168
American Oil and Gas Reporter - January 2012 - 169
American Oil and Gas Reporter - January 2012 - 170
American Oil and Gas Reporter - January 2012 - 171
American Oil and Gas Reporter - January 2012 - 172
American Oil and Gas Reporter - January 2012 - 173
American Oil and Gas Reporter - January 2012 - 174
American Oil and Gas Reporter - January 2012 - 175
American Oil and Gas Reporter - January 2012 - 176
American Oil and Gas Reporter - January 2012 - Dispersant Chemistry Combats Plugging in Low-Gravity Oil Wells
American Oil and Gas Reporter - January 2012 - 178
American Oil and Gas Reporter - January 2012 - 179
American Oil and Gas Reporter - January 2012 - 180
American Oil and Gas Reporter - January 2012 - 181
American Oil and Gas Reporter - January 2012 - New Technologies Optimize Production
American Oil and Gas Reporter - January 2012 - 183
American Oil and Gas Reporter - January 2012 - 184
American Oil and Gas Reporter - January 2012 - 185
American Oil and Gas Reporter - January 2012 - 186
American Oil and Gas Reporter - January 2012 - 187
American Oil and Gas Reporter - January 2012 - 188
American Oil and Gas Reporter - January 2012 - 189
American Oil and Gas Reporter - January 2012 - 190
American Oil and Gas Reporter - January 2012 - 191
American Oil and Gas Reporter - January 2012 - 192
American Oil and Gas Reporter - January 2012 - 193
American Oil and Gas Reporter - January 2012 - PIOGA
American Oil and Gas Reporter - January 2012 - 195
American Oil and Gas Reporter - January 2012 - 196
American Oil and Gas Reporter - January 2012 - 197
American Oil and Gas Reporter - January 2012 - Drilling Regs
American Oil and Gas Reporter - January 2012 - 199
American Oil and Gas Reporter - January 2012 - IOGAWV
American Oil and Gas Reporter - January 2012 - 201
American Oil and Gas Reporter - January 2012 - 202
American Oil and Gas Reporter - January 2012 - 203
American Oil and Gas Reporter - January 2012 - 204
American Oil and Gas Reporter - January 2012 - 205
American Oil and Gas Reporter - January 2012 - 206
American Oil and Gas Reporter - January 2012 - 207
American Oil and Gas Reporter - January 2012 - The Presidential Papers
American Oil and Gas Reporter - January 2012 - 209
American Oil and Gas Reporter - January 2012 - 210
American Oil and Gas Reporter - January 2012 - 211
American Oil and Gas Reporter - January 2012 - 212
American Oil and Gas Reporter - January 2012 - 213
American Oil and Gas Reporter - January 2012 - 214
American Oil and Gas Reporter - January 2012 - 215
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American Oil and Gas Reporter - January 2012 - 223
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American Oil and Gas Reporter - January 2012 - 229
American Oil and Gas Reporter - January 2012 - 230
American Oil and Gas Reporter - January 2012 - 231
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American Oil and Gas Reporter - January 2012 - 235
American Oil and Gas Reporter - January 2012 - 236
American Oil and Gas Reporter - January 2012 - 237
American Oil and Gas Reporter - January 2012 - 238
American Oil and Gas Reporter - January 2012 - 239
American Oil and Gas Reporter - January 2012 - 240
American Oil and Gas Reporter - January 2012 - 241
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American Oil and Gas Reporter - January 2012 - 243
American Oil and Gas Reporter - January 2012 - 244
American Oil and Gas Reporter - January 2012 - 245
American Oil and Gas Reporter - January 2012 - 246
American Oil and Gas Reporter - January 2012 - 247
American Oil and Gas Reporter - January 2012 - 248
American Oil and Gas Reporter - January 2012 - Energy Education
American Oil and Gas Reporter - January 2012 - Conventions
American Oil and Gas Reporter - January 2012 - 251
American Oil and Gas Reporter - January 2012 - Shale Gas
American Oil and Gas Reporter - January 2012 - 253
American Oil and Gas Reporter - January 2012 - 254
American Oil and Gas Reporter - January 2012 - 255
American Oil and Gas Reporter - January 2012 - 256
American Oil and Gas Reporter - January 2012 - 257
American Oil and Gas Reporter - January 2012 - 258
American Oil and Gas Reporter - January 2012 - 259
American Oil and Gas Reporter - January 2012 - New Lits & Products
American Oil and Gas Reporter - January 2012 - 261
American Oil and Gas Reporter - January 2012 - Computer Currents
American Oil and Gas Reporter - January 2012 - 263
American Oil and Gas Reporter - January 2012 - Industry Focus
American Oil and Gas Reporter - January 2012 - 265
American Oil and Gas Reporter - January 2012 - 266
American Oil and Gas Reporter - January 2012 - 267
American Oil and Gas Reporter - January 2012 - 268
American Oil and Gas Reporter - January 2012 - 269
American Oil and Gas Reporter - January 2012 - 270
American Oil and Gas Reporter - January 2012 - 271
American Oil and Gas Reporter - January 2012 - 272
American Oil and Gas Reporter - January 2012 - Classified Advertising
American Oil and Gas Reporter - January 2012 - Advertisers Index
American Oil and Gas Reporter - January 2012 - 275
American Oil and Gas Reporter - January 2012 - 276
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https://www.nxtbook.com/nxtbooks/aogr/201205
https://www.nxtbook.com/nxtbooks/aogr/201204
https://www.nxtbook.com/nxtbooks/aogr/201203
https://www.nxtbook.com/nxtbooks/aogr/201202
https://www.nxtbook.com/nxtbooks/aogr/201201
https://www.nxtbook.com/nxtbooks/demo/aogr_clone
https://www.nxtbook.com/nxtbooks/aogr/201112
https://www.nxtbookmedia.com