Bayesian networks in environmental and resource management.

TitleBayesian networks in environmental and resource management.
Publication TypeJournal Article
Year of Publication2012
AuthorsDN Barton, S Kuikka, O Varis, L Uusitalo, HJ Henriksen, M Borsuk, A de la Hera, R Farmani, S Johnson, and JDC Linnell
JournalIntegrated Environmental Assessment and Management
Volume8
Start Page418
Issue3
Pagination418 - 429
Date Published07/2012
Abstract

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.

DOI10.1002/ieam.1327
Short TitleIntegrated Environmental Assessment and Management