Advantages and challenges of Bayesian networks in environmental modelling

Laura Uusitalo

Ecological Modelling, 2007, vol. 203, issue 3, 312-318

Abstract: Bayesian networks (BNs) are an increasingly popular method of modelling uncertain and complex domains such as ecosystems and environmental management. At best, they provide a robust and mathematically coherent framework for the analysis of this kind of problems. However, there are certain pitfalls as well. In this paper, I summarise the pros and cons of the use of Bayesian networks especially in the context of environmental modelling and management. I will also give references to relevant publications, and introduce some software products that can be used to build Bayesian networks.

Keywords: Bayesian networks; Bayes nets; Probabilistic networks; Influence diagrams; Modelling (search for similar items in EconPapers)
Date: 2007
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (103)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:ecomod:v:203:y:2007:i:3:p:312-318

DOI: 10.1016/j.ecolmodel.2006.11.033

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