Bayesian Network applications for environmental risk assessment
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Summary
This document summarizes current capabilities, research and operational priorities, and plans for further studies that were established at the 2015 USGS workshop on quantitative hazard assessments of earthquake-triggered landsliding and liquefaction in the Central American region.
- Type
- article
- Published
- 2014-09-05
- Cited by
- 11
- References
- 104
- Access
- Open access
- OpenAlex
- https://openalex.org/W1780560542
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:46979735
Keywords
Bayesian network, Risk assessment, Computer science, Risk analysis (engineering), Environmental science
References
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- Risk Assessment and Decision Analysis with Bayesian Networks
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- Known, Unknown, and Unknowable Uncertainties
- Scientific management of science?
- Bayesian Networks and Decision Graphs
- Risk Aversion in the Small and in the Large. When Outcomes are Multidimensional
- Development of a Preliminary Framework for Informing the Risk Analysis and Risk Management of Nanoparticles
- An integrated environmental modeling framework for performing Quantitative Microbial Risk Assessments
- On how to define, understand and describe risk
- Distance-based and stochastic uncertainty analysis for multi-criteria decision analysis in Excel using Visual Basic for Applications
- Does research applying the DPSIR framework support decision making
- A probabilistic model estimating oil spill clean-up costs--a case study for the Gulf of Finland.
- Examination of conflicts and improved strategies for the management of an endangered Eucalypt species using Bayesian networks
- The Use of Participatory Object-Oriented Bayesian Networks and Agro-Economic Models for Groundwater Management in Spain
- The use of DPSIR framework to evaluate sustainability in coastal areas. Case study: Guanabara Bay basin, Rio de Janeiro, Brazil
- Identifying Uncertainty in Environmental Risk Assessments: The Development of a Novel Typology and Its Implications for Risk Characterization
- When did Bayesian inference become "Bayesian"?
- Using a Bayesian belief network to predict suitable habitat of an endangered mammal – The Julia Creek dunnart (Sminthopsis douglasi)
Cited by
- How to value biodiversity in environmental management
- A road map for developing and applying object-oriented bayesian networks to “WICKED” problems
- The AXIOM approach for probabilistic and causal modeling with expert elicited inputs
- Probabilistic Logics in Foresight
- Incorporating stakeholders' values into environmental decision support: A Bayesian Belief Network approach.
- Tropical dry forest dynamics in the context of climate change: syntheses of drivers, gaps, and management perspectives
- Implementing Bayesian networks for ISO 31000:2018-based maritime oil spill risk management: State-of-art, implementation benefits and challenges, and future research directions.
- Environmental Risk Assessment of Wetland Ecosystems Using Bayesian Belief Networks
- Overloading risk assessment of Water Environment-Water Resources Carrying Capacity based on a novel Bayesian methodology
- eview ow to value biodiversity in environmental management ?
- ow to value biodiversity in environmental management ?
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