Bayesian networks in environmental risk assessment: A review

L Kaikkonen, T Parviainen… - Integrated …, 2020 - academic.oup.com
Human activities both depend upon and have consequences on the environment.
Environmental risk assessment (ERA) is a process of estimating the probability and …

Bayesian networks in environmental modelling

PA Aguilera, A Fernández, R Fernández… - … Modelling & Software, 2011 - Elsevier
Bayesian networks (BNs), also known as Bayesian belief networks or Bayes nets, are a kind
of probabilistic graphical model that has become very popular to practitioners mainly due to …

Advantages and challenges of Bayesian networks in environmental modelling

L Uusitalo - Ecological modelling, 2007 - Elsevier
Bayesian networks (BNs) are an increasingly popular method of modelling uncertain and
complex domains such as ecosystems and environmental management. At best, they …

[ΒΙΒΛΙΟ][B] Environmental modelling: an uncertain future?

K Beven - 2018 - taylorfrancis.com
Uncertainty in the predictions of science when applied to the environment is an issue of
great current relevance in relation to the impacts of climate change, protecting against …

A Bayesian network of eutrophication models for synthesis, prediction, and uncertainty analysis

ME Borsuk, CA Stow, KH Reckhow - Ecological Modelling, 2004 - Elsevier
A Bayesian network consists of a graphical structure and a probabilistic description of the
relationships among variables in a system. The graphical structure explicitly represents …

[HTML][HTML] Implementing Bayesian networks for ISO 31000: 2018-based maritime oil spill risk management: State-of-art, implementation benefits and challenges, and …

T Parviainen, F Goerlandt, I Helle, P Haapasaari… - Journal of …, 2021 - Elsevier
The risk of a large-scale oil spill remains significant in marine environments as international
maritime transport continues to grow. The environmental as well as the socio-economic …

Bayesian networks in environmental and resource management

DN Barton, S Kuikka, O Varis, L Uusitalo… - Integrated …, 2012 - academic.oup.com
This overview article for the special series,“Bayesian Networks in Environmental and
Resource Management,” reviews 7 case study articles with the aim to compare Bayesian …

Comparative analysis of discretization methods in Bayesian networks

F Nojavan, SS Qian, CA Stow - Environmental Modelling & Software, 2017 - Elsevier
A key step in implementing Bayesian networks (BNs) is the discretization of continuous
variables. There are several mathematical methods for constructing discrete distributions …

[HTML][HTML] Participatory modelling for stakeholder involvement in the development of flood risk management intervention options

SA Maskrey, NJ Mount, CR Thorne, I Dryden - Environmental modelling & …, 2016 - Elsevier
Advancing stakeholder participation beyond consultation offers a range of benefits for local
flood risk management, particularly as responsibilities are increasingly devolved to local …

Modeling environmentally driven uncertainties in Baltic cod (Gadus morhua) management by Bayesian influence diagrams

S Kuikka, M Hildén, H Gislason… - Canadian journal of …, 1999 - cdnsciencepub.com
La grande variabilité dans le recrutement de la morue franche (Gadus morhua) de la
Baltique a été attribuée à des facteurs environnementaux qui dépendent de l'apport d'eau …