Environmental Monitoring, Modeling, And
Management And Bayesian Belief Networks
Author(s)
M. Kemblowski & P.C. Johnson
Abstract
The paper addresses the problem of rational environmental monitoring,
modeling, and management (Em^), and associated with it decision-making
processes that are characterized by a high degree of uncertainty with respect to
the input data (such as contaminant loads), fate and transport parameters (such
as degradation rates), process models, and connections between such models.
We propose to deal with these complex issues in the framework of probabilistic
expert systems, and more specifically, Bayesian Belief Networks (BBNs). We
discuss the applicability of BBNs to Em^ via a simple example related to
groundwater monitoring. This is followed by an application of BBNs to a
forensic subsurface contamination problem.
1. Introduction
In this paper, we would like to focus on the interplay amo
Keywords
Related Book
Other papers in this volume
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