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The human eye can
distinguish less than 100 grays, but more than 10,000 colors. The use
of color can reveal by design or accident new and very subtle features
in the data. A well-designed color palette can artfully emphasize difficult-to-see
anomalies. At the same time color can be distracting to the eye. It can
emphasize certain features of an image and downplay others, leading to
confusion about the strength of anomalies and what actually lies in the
data. For this reason many investigators prefer the gray scale as an unbiased
indication of patterns in a data set.
The electrical resistance data set in this slide show is
of a 10 x 10 m region, acquired with a probe separation of 50 cm (click
here to restart slide show if not displayed). It represents the
footprint of Sluss
Cabin, an 1870s frontier cabin in central Kansas. Based on limited
testing we know that it had a stone foundation with two rooms, one with
an earthen floor (right) and the other made of fist-size cobbles (left).
The stone is highly resistant generating good contasts, but can any details
be seen in the cobble floor and can it be distinguished from the larger
cut-stone foundation blocks? Certain color palettes allow some of these
features to be better distinguished. Moreover, it may be possible to discern
very subtle linear anomalies extending upward and to the right from the
cabin that may represent footpaths leading from the cabin, possibly seen
owing to differences in soil compaction that mildly raise soil resistance.
Other
modes of display may also enhance visualization
of these features.
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