Bayesian networks in environmental and resource management.
Publication
, Journal Article
Barton, DN; Kuikka, S; Varis, O; Uusitalo, L; Henriksen, HJ; Borsuk, M; de la Hera, A; Farmani, R; Johnson, S; Linnell, JDC
Published in: Integrated environmental assessment and management
July 2012
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.
Duke Scholars
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Published In
Integrated environmental assessment and management
DOI
EISSN
1551-3793
ISSN
1551-3777
Publication Date
July 2012
Volume
8
Issue
3
Start / End Page
418 / 429
Related Subject Headings
- Models, Theoretical
- Environmental Sciences
- Environment
- Decision Making
- Conservation of Natural Resources
- Bayes Theorem
- 41 Environmental sciences
- 34 Chemical sciences
- 31 Biological sciences
- 06 Biological Sciences
Citation
APA
Chicago
ICMJE
MLA
NLM
Barton, D. N., Kuikka, S., Varis, O., Uusitalo, L., Henriksen, H. J., Borsuk, M., … Linnell, J. D. C. (2012). Bayesian networks in environmental and resource management. Integrated Environmental Assessment and Management, 8(3), 418–429. https://doi.org/10.1002/ieam.1327
Barton, David N., Sakari Kuikka, Olli Varis, Laura Uusitalo, Hans Jørgen Henriksen, Mark Borsuk, Africa de la Hera, Raziyeh Farmani, Sandra Johnson, and John D. C. Linnell. “Bayesian networks in environmental and resource management.” Integrated Environmental Assessment and Management 8, no. 3 (July 2012): 418–29. https://doi.org/10.1002/ieam.1327.
Barton DN, Kuikka S, Varis O, Uusitalo L, Henriksen HJ, Borsuk M, et al. Bayesian networks in environmental and resource management. Integrated environmental assessment and management. 2012 Jul;8(3):418–29.
Barton, David N., et al. “Bayesian networks in environmental and resource management.” Integrated Environmental Assessment and Management, vol. 8, no. 3, July 2012, pp. 418–29. Epmc, doi:10.1002/ieam.1327.
Barton DN, Kuikka S, Varis O, Uusitalo L, Henriksen HJ, Borsuk M, de la Hera A, Farmani R, Johnson S, Linnell JDC. Bayesian networks in environmental and resource management. Integrated environmental assessment and management. 2012 Jul;8(3):418–429.
Published In
Integrated environmental assessment and management
DOI
EISSN
1551-3793
ISSN
1551-3777
Publication Date
July 2012
Volume
8
Issue
3
Start / End Page
418 / 429
Related Subject Headings
- Models, Theoretical
- Environmental Sciences
- Environment
- Decision Making
- Conservation of Natural Resources
- Bayes Theorem
- 41 Environmental sciences
- 34 Chemical sciences
- 31 Biological sciences
- 06 Biological Sciences