Automated Roading
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BCS has developed a procedure for automated generation of a road
network within a geographic region, taking existing roads into account.
This procedure uses a digital elevation model (DEM) and 3-D hydrography
data to determine minimum-cost routes that interconnect a number of
pre-specified source and sink points within the region. The initial
application of this procedure is in
spatially explicit timber supply modeling,
to support the need for a forest road network that connects
the cutblocks (sources) to exit points (sinks).
The automated roading procedure involves three stages:
- In the first stage, the source and sink points for the road network
are identified. Then these points, along with the points in the DEM and
those contained in the hydrography and existing roads linework, are
triangulated using an algorithm developed by BCS that preserves this
linework as edges in the triangulation. Each edge in this triangulation
defines a potential road segment.
- In the second stage, the edges of the triangulation are assigned
costs based on their properties. These can include length, forward slope,
cross slope, need for bridging, and whether the edge coincides with an
existing road or a hydrographic feature.
- In the third stage, a variant of Dijkstra's minimum-cost algorithm
is applied to generate the road network. The technique starts at the
sink points and determines the minimum-cost paths connecting the sink
points to the source points.
Appropriate choices for the costs can lead to very realistic paths
(e.g., maintaining gentle slopes, switch-backing up a hillside,
and/or minimizing the number of waterbody crossings). An extension
of the algorithm also allows paths to be produced that discourage
sharp turns, further enhancing the realism of the resulting paths.
The tour shows the input data and the final
computed road network
(a set of road trees) for a coastal region of British Columbia.
Several details illustrating the stages of the automated roading
process, and showing the DEM points and the triangulation, are also
shown in the tour. It can be seen that the computed network makes
substantial use of existing roads, and tends to follow contours or
take gently sloping paths when building new roads.
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Next: Timber Supply Modeling
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