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  • 标题:Using Bayesian Belief Networks and Fuzzy Logic to Evaluate Aquatic Ecological Risk
  • 本地全文:下载
  • 作者:Kevin Fong-Rey Liu ; Ken Yeh ; Cheng-Wu Chen
  • 期刊名称:International Journal of Environmental Science and Development
  • 印刷版ISSN:2010-0264
  • 出版年度:2013
  • 卷号:4
  • 期号:4
  • 页码:419-424
  • DOI:10.7763/IJESD.2013.V4.385
  • 摘要:There are three issues: 1) ecological effects quotient is a low-level toxicity risk estimate for chemical pressure because it uses a simple number to represent a complex biological problem; 2) besides biological toxicity, species future status is also relevant to physical and biological pressures which are difficult to express by ecological effects quotient; 3) we need a higher level methodology to consider all ecological pressures.To address the issues, this study has five objectives: 1) to design the ecological risk procedure for Bayesian belief networks (BBN) approach; 2) to represent the relationships between physical, chemical and biological pressures and effects with BBN; 3) to construct conditional probabilities in BBN by fuzzy logic; and 4) study case.
  • 关键词:Bayesian belief networks; fuzzy logic; aquatic ecological risk
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