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Published in: Hydrogeology Journal 1-2/2006

01-01-2006 | Paper

The use of the Pareto distribution for fracture transmissivity assessment

Authors: Gunnar Gustafson, Åsa Fransson

Published in: Hydrogeology Journal | Issue 1-2/2006

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Abstract

For many applications data on the transmissivity distribution of individual fractures are necessary, i.e., discrete fracture network (DFN) modelling of groundwater flow and transport of solutes in fractured rock and design and performance of rock grouting. Using borehole data from the Äspö Hard Rock Laboratory, Sweden, it is shown that evaluated fracture transmissivities from three boreholes at Äspö can be well described by a Pareto or power-law distribution. Evaluated distribution parameters for the three boreholes are similar, which indicates that the Pareto distribution is a robust tool to assess three fracture transmissivity distributions. Using the evaluated distribution parameters random simulations of the original interval test data show that the approximate lognormal distributions of these are reproduced. This strengthens the credibility of the approach. It is shown how the distribution parameters can be assessed from incomplete data using the properties of the distribution. Finally, Pareto distribution transmissivities also imply Pareto distribution apertures of the fractures.

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Glossary
b max
The hydraulic aperture of the largest fracture (m)
b r
The hydraulic aperture of the fracture with rank r (m)
C
Proportionality constant (−)
I
The number of tested intervals (−)
I T
The number of intervals having a transmissivity smaller than T. (−)
i
Interval number (−)
k
Pareto distribution parameter (−)
m
Sample average, smallest value of a Pareto distributed value (x)
N
Total number of fractures in a tested borehole (−)
n
Order number of a size-sorted sample (−)
n i
Number of fractures in the tested interval i (−)
P(X)
The probability that a member of a sample is smaller than X (−)
P T
The probability that all fracture transmissivities of a tested interval are smaller than a pre-chosen value (−)
p X (x)
The probability density of a Pareto distribution (−)
R
Correlation coefficient (−)
r
The rank of a value in an ordered sample (−)
rnd
A random number (−)
S(k, N)
Pareto sum (−)
s
Sample standard deviation (x)
T
Transmissivity (m2/s)
T i
Transmissivity of the tested interval i (m2/s)
T max
Transmissivity of the largest facture (m2/s)
T tot
Transmissivity of the whole borehole (m2/s)
x
Dummy variable (x)
μ w
The viscosity of water (Pa s)
ρ w
The density of water (kg/m3)
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Metadata
Title
The use of the Pareto distribution for fracture transmissivity assessment
Authors
Gunnar Gustafson
Åsa Fransson
Publication date
01-01-2006
Publisher
Springer-Verlag
Published in
Hydrogeology Journal / Issue 1-2/2006
Print ISSN: 1431-2174
Electronic ISSN: 1435-0157
DOI
https://doi.org/10.1007/s10040-005-0440-y

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