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DISPLAY METHODS
The display of multi-level data sets introduces a wide
range of options and problems. We have experimented with
many of these options in working up displays of various
integrated data sets. Motion or more generally time vary
ing real-time displays are very effective when they can be
used. However, one is often limited to a hard-copy, map
like product. We have combined color coding, line and
point overlays, shading techniques, and stereo in our
hard- copy products (Blair 1982). Specific examples will
be discussed but a few general comments should be made
first.
Many map shading techniques have been discussed in the
literature. Horn (1981) gives a good summary of shading
methods using the reflectance map as a common reference.
He points out that some of the simplest shading methods
work very well. Our experience reinforces this fact as
well. A slope histogram may be computed using the com
ponent of slope in the direction facing away from the
assumed light source. An effective grey scale shading
lookup table can then be formed by integrating the slope
histogram and normalizing the integral to the number of
grey shades required. This is a technique frequently used
in image processing to maximize contrast in an image. The
method is computationally efficient, an average mini
computer will shade a 3000 x 3000 pixel image in 15 minutes.
Another shading technique we have found effective is a
shaded contour format. This method lightens a contour on
a positive slope and darkens it on a negative slope. The
method will introduce relief shading without greatly chang
ing the colors in a map. This requirement is important in
maps such as geologic or land use where color shades have
specific meaning.
We have frequently used stereo in our map products. It is
a familiar tool to geoscientists. A good quality stereo
pair of a three-dimensional surface may be generated by
shifting the picture elements in one image by an amount
porportional to elevation. Here, elevation is whatever
variable constitutes the vertical dimension of the surface.
It may be magnetic field intensity, temperature, or almost
any quantity. Our usual practice is to introduce parallax
into only one image. Thus, one image remains unaffected
but can be used with the shifted image for stereo viewing.
EXAMPLE MAPS
The methods and practices discussed above are illustrated
in the following examples. Figure 2 is a print and stereo
pair of a water- and land-use map prepared for the Pasco
Basin in Washington. Portions of three one-degree square
topographic files were registered for the elevation layer
of the data base. Other layers consisted of Landsat clas
sification maps, slope data, digitized canals, irrigation
wells, streams, watershed boundaries and some political
boundaries. This merged data base constituted a mixture
of raster, line, and point data types. The main problem
here was to combine the data sets in an output product