Bayesian networks in environmental and resource management


Autoria(s): Barton, David N.; Kuikka, Sakari; Varis, Olli; Uusitalo, Laura; Henriksen, Hans Jørgen; Borsuk, Mark; de la Hera, Africa; Farmani, Raziyeh; Johnson, Sandra; Linnell, John D.C.
Data(s)

14/05/2012

Resumo

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 network (BN) applications to different environmental and resource management problems from around the world. The article discusses advances in the last decade in the use of BNs as applied to environmental and resource management. We highlight progress in computational methods, best-practices for model design and model communication. We review several research challenges to the use of BNs in environmental and resource management that we think may find a solution in the near future with further research attention.

Identificador

http://eprints.qut.edu.au/66795/

Publicador

Wiley Online Library

Relação

DOI:10.1002/ieam.1327

Barton, David N., Kuikka, Sakari, Varis, Olli, Uusitalo, Laura, Henriksen, Hans Jørgen, Borsuk, Mark, de la Hera, Africa, Farmani, Raziyeh, Johnson, Sandra, & Linnell, John D.C. (2012) Bayesian networks in environmental and resource management. Integrated Environmental Assessment and Management, 8(3), pp. 418-429.

Fonte

School of Mathematical Sciences; Science & Engineering Faculty

Palavras-Chave #010400 STATISTICS #050000 ENVIRONMENTAL SCIENCES #Bayesian networks #Risk analysis #Ecological economic modeling #DPSIR #Decision analysis
Tipo

Journal Article