Bayesian networks in environmental and resource management
Bayesian networks in environmental and resource management
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DOI：
10.1002/ieam.1327
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发表时间：
2012-07-01
影响因子：
3.1
通讯作者：
Linnell, John D. C.
中科院分区：
文献类型：
--
作者：
Barton, David N.;Kuikka, Sakari;Linnell, John D. C.
环境和资源管理中的贝叶斯网络这一特别系列的概述文章回顾了 7 篇案例研究文章，旨在将贝叶斯网络 (BN) 应用与世界各地不同的环境和资源管理问题进行比较。本文讨论了过去十年中将 BN 用于环境和资源管理的进展。我们重点介绍计算方法、模型设计和模型通信的最佳实践方面的进展。我们回顾了在环境和资源管理中使用 BN 的几个研究挑战，我们认为通过进一步的研究关注，可能会在不久的将来找到解决方案。整体环境评估管理 2012； 8：418429。（c）2012 SETAC
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. Integr Environ Assess Manag 2012; 8: 418429. (c) 2012 SETAC