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Abstract
Chapter from: M
66: Hydrocarbon Migration And Its Near-Surface Expression
Edited By
Dietmar Schumacher and Michael A. AbramsAuthor:
Martin D. Matthews Geochemistry, Generation, Migration
Published 1996 as
part of Memoir 66
Copyright © 1996 The American Association of Petroleum
Geologists. All Rights Reserved. |
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Matthews,
M. D., 1996, Importance of sampling design and density in target recognition,
in
D. Schumacher and M. A. Abrams, eds., Hydrocarbon migration and its near-surface
expression: AAPG Memoir 66, p. 243-253.
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Chapter
18
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Importance
of Sampling Design and Density in Target Recognition |
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Martin D.
Matthews
Texaco International Exploration
Division
Bellaire, Texas, U.S.A.
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Abstract
The design and
density of surface geochemical sampling programs can significantly influence
the interpretability of the survey. Testing hypotheses by purposeful sampling
is the most straightforward application of surface geochemistry and the
easiest to interpret but requires
a priori geologic knowledge and
provides limited information. Designing a spatial sampling program to produce
a map is a much more difficult problem. Two common techniques are line
profiles and areal surveys. The interpretation of these techniques, as
a function of sampling density, is simulated by examining the relationships
of artificial surveys to a known subsurface target. A deterministic model
of hydrocarbon migration is used to constrain the randomized mixing of
two nonoverlapping populations (anomalous and background). A high-resolution
grid of simulated surface measurements is decimated to create lower resolution
grids and line profiles. For regional high-grading, a grid with a minimum
of two samples across the narrowest expected surface signal (minimum subsurface
target width plus a dispersion zone) appears to be adequate. A higher density
of four samples is suggested for prospect high-grading. In addition, the
sampled area must include sufficient "background" measurements to recognize
the existence of an anomaly. About 80% of the samples should be obtained
outside the expected area of interest. The most cost-effective sampling
program consist of two stages: a low-density regional survey to high-grade
the area, followed by a higher density survey within the high-graded area.
Undersampling is probably the major cause of ambiguity and interpretation
failures involving surface geochemical studies. |
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