Data from ten monitoring
wells in a region of suspected underground pollution are used to assess the source, time,
and amount of pollutant released into the ground. The chemicals are sorted based on
changes recorded in their concentrations over time to determine which were active
pollutants during the data collection period and to account for discrepancy caused by an
incomplete data set. Those chemicals found to be active during this time period were
observed to change concentration simultaneously, indicating that each chemical was a
component of a single leaking liquid involved in two major spills. The concentrations of
selected active chemicals were then combined to form a composite indicator whose
concentration value was found at each well on each date. A graph showing this
concentration at each well (see appendix 4) revealed that two
spills occurred, the first between July 1991 and March 1993, and the second between
January 1995 and April 1997, possibly continuing until the end of the data collection
period. The primary chemical constituents of the leaking liquid are included in appendix 2.
A Delaunay triangulation is used to interpolate
a gradient of concentration for the composite indicator at each date between the
monitoring wells. Given that the general flow of groundwater in this region is directed
towards well # 9, the time and location of the pollution source can be approximated based
on changes in the concentration gradient over time. This spill is estimated to have
originated in the region surrounding the point (8000, 4500). Following the initial
triangulation, Voronoi Polygons are used to construct a convex hull representing the total
volume and position of the spill (the volume of the contaminated area). This polygon is
comprised of smaller segments, each of a specific uniform concentration. The program Geomview
is used to generate graphics of these polygons and convex hulls. A volume can be
calculated at each concentration and ultimately the total volume of polluting liquid can
be found if the concentration of the composite indicator in the original polluting liquid
is known.
Finally, various testing and interpretation
methods are explored and incorporated into a procedure for evaluating underground
pollution. Each method is discussed in terms of its application to the scenario in problem
two, and uses information given in the data set to test the validity of the method.