Advantages and challenges of Bayesian networks in environmental modelling

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    Sammanfattning

    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.
    Bidragets titel på inmatningsspråkBayes-verkojen vahvuudet ja haasteet ympäristötutkimuksessa
    Originalspråkengelska
    TidskriftEcological Modelling
    Volym203
    Utgåva3-4
    Sidor (från-till)312-318
    Antal sidor7
    ISSN0304-3800
    DOI
    StatusPublicerad - 2007
    MoE-publikationstypA1 Tidskriftsartikel-refererad

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