Object-based modelling of avulsion-generated sandbody distributions and connectivity in a fluvial reservoir analogue of low to moderate net-to-gross ratio
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Published version
Author(s)
Villamizar, CA
Hampson, GJ
Flood, YS
Fitch, PJR
Type
Journal Article
Abstract
Data from a large-scale outcrop analogue (Upper Cretaceous Blackhawk Formation, Wasatch Plateau, central
Utah, USA) were used to construct three-dimensional, object-based reservoir models of low to moderate net-to-gross (NTG)
ratios (11–32%). Two descriptive spatial statistical measures, lacunarity and Ripley’s K function, were used to characterize
sandbody distribution patterns in the different models. Lacunarity is sensitive to sandbody abundance and NTG ratio, while
Ripley’s K function identifies clustered, random and regular spacing of sandbodies. The object-based modelling algorithm
reproduces sandbody dimensions and abundances, but patterns of sandbody distribution generated by river avulsion are
poorly replicated because pseudo-well spacing provides only limited constraint on sandbody positions.
In common with previous studies, the connected sand fraction in the reservoir models increases with increasing NTG
ratio and increasing range of sandbody orientations, but there is significant stochastic variation around both of these trends.
In addition, low NTG reservoir models in which sandbodies exhibit strong clustering may also have a low connected sand
fraction across the model volume because the sandbody clusters are widely spaced and, thus, tend to be isolated from each
other. Consequently, connected sand fraction could be overestimated if avulsion-generated sandbody clusters are not identified
and replicated in models of such reservoirs.
Utah, USA) were used to construct three-dimensional, object-based reservoir models of low to moderate net-to-gross (NTG)
ratios (11–32%). Two descriptive spatial statistical measures, lacunarity and Ripley’s K function, were used to characterize
sandbody distribution patterns in the different models. Lacunarity is sensitive to sandbody abundance and NTG ratio, while
Ripley’s K function identifies clustered, random and regular spacing of sandbodies. The object-based modelling algorithm
reproduces sandbody dimensions and abundances, but patterns of sandbody distribution generated by river avulsion are
poorly replicated because pseudo-well spacing provides only limited constraint on sandbody positions.
In common with previous studies, the connected sand fraction in the reservoir models increases with increasing NTG
ratio and increasing range of sandbody orientations, but there is significant stochastic variation around both of these trends.
In addition, low NTG reservoir models in which sandbodies exhibit strong clustering may also have a low connected sand
fraction across the model volume because the sandbody clusters are widely spaced and, thus, tend to be isolated from each
other. Consequently, connected sand fraction could be overestimated if avulsion-generated sandbody clusters are not identified
and replicated in models of such reservoirs.
Date Issued
2015-11-01
Date Acceptance
2015-04-22
Citation
Petroleum Geoscience, 2015, 21 (4), pp.249-270
ISSN
1354-0793
Publisher
Geological Society
Start Page
249
End Page
270
Journal / Book Title
Petroleum Geoscience
Volume
21
Issue
4
Copyright Statement
© 2015 The Author(s). This is an Open Access article distributed under the terms of the Creative Commons Attribution License
(http://creativecommons.org/licenses/by/3.0/). Published by The Geological Society of London for GSL and EAGE. Publishing disclaimer:
www.geolsoc.org.uk/pub_ethics
(http://creativecommons.org/licenses/by/3.0/). Published by The Geological Society of London for GSL and EAGE. Publishing disclaimer:
www.geolsoc.org.uk/pub_ethics
License URL
Sponsor
Chevron North Sea Ltd
Grant Number
C1085665
Subjects
Science & Technology
Physical Sciences
Geosciences, Multidisciplinary
Geology
CRETACEOUS BLACKHAWK FORMATION
CHANNELIZED SEDIMENTARY DEPOSITS
WILLIAMS FORK FORMATION
STAR POINT SANDSTONE
WASATCH PLATEAU
CENTRAL UTAH
SEQUENCE STRATIGRAPHY
SPATIAL-PATTERNS
COMPENSATIONAL STACKING
QUANTITATIVE-ANALYSIS
Publication Status
Published